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Global Soil Information Facilities - current status - HI Reuter T Hengl G Heuvelink NH Batjes J Leenaars P Tempel P Bindraban

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Page 1: Global Soil Information Facilities - current status - HI Reuter T Hengl G Heuvelink NH Batjes J Leenaars P Tempel P Bindraban

Global Soil Information Facilities - current status -

HI Reuter T Hengl G Heuvelink NH Batjes J Leenaars P Tempel P Bindraban

Towards Global Soil Information activities within the GEO Task Global Soil Data

Food security

Climate change

Biofuels

Water scarcity

Meat production

Land valuation

hellip

Policy domain

DATA ENTRY by bull ISRIC Personnel bull WWW bull In Field

Quality A amp C (WPS)

Harmonization (WPS)

Methods and infrastructure

ISRIC enterprise database

GlobalSoilMapnet properties

Avail Water Content

SOC

P ()

(hellip)

Web Processing Services

Fertilization strategy

Water mngt

C sequestration

Soil productivity

Soil degradation

Soil data amp information

User interaction and agenda setting

Linking ISRIC soil information to policy

SCReuterampBindraban 2011 wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

WISE Database

Batjes NH 2009 Harmonized soil profile data for applications at global and continental

scales updates to the WISE database Soil Use and Management 25

124-127 ( httpdxdoiorg101111j1475-2743200900202x )

Slide credit NBatjes 2011

Towards Global Soil Information activities within the GEO Task Global Soil Data

ISRICs - Objectives

1 collect maintain and develop quality-assessed soil data 2 make soil data freely available 3 maintain and develop a global collection of reference soil

monoliths with samples 4 exhibit soil information in the World Soil Museum 5 use soil and auxiliary data for studies on global and

topical issues 6 inform global conventions general public and decision

makers with science-based soil information 7 strengthen collaboration with (inter)national institutions

Towards Global Soil Information activities within the GEO Task Global Soil Data

GSIF - Objective

bull GSIF (Global Soil Information Facilities) is ISRICs overarching framework for production of soil data

bull The main practical reason for GSIF is to build cyber-infrastructure to collate legacy (ie historic) soil data currently under threat of being lost forever

wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

bull GSIF is a framework for global collaborative cooperation

bull GSIF is a framework for global soil map generation at various scales

bull GSIF requires soil knowledge and input from local participants

Key principles (III)

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Why do we need SoilProfileorg

bull Objective

SoilProfile is a (de)-central repository for collecting storing accessing and interacting with soil profile observations

bull Rationale SoilProfile is a part of a larger GSIF It is the physical implementation of ISRICs contribution to fulfil its mandate as World data centre for soil to ldquoServe the scientific community as custodian of global soil informationrdquo

Towards Global Soil Information activities within the GEO Task Global Soil Data

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Search Screen

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Search Screen ndash via GeoNames and Extent

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Results (100km)

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Results (100km) ndash One Example

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Template Selection and Editing (like your online banking)

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Template Selection and Editing ndash select YOUR propertiesmethods and where to show them

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

httpsoilprofileorg

Add Edit Function Add Edit Delete Reload Map Inline Editing

Towards Global Soil Information activities within the GEO Task Global Soil Data

Edit additional properties

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

2012 AfSP 3rd version 12500 profiles

Malawi

Ethiopia

Ivory Coast

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Why do we need global covariates

bull Objective Worldgrids is a (de)-central repository for collecting storing accessing and interacting with gridded data sets of global covariate data

bull Rationale Worldgrid is a part of a larger GSIF It is the physical implementation of the expectation that ISRIC would lead and coordinate a project to assemble a core data set of global environmental covariates to (partly) support local efforts to produce global soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data

Classification of covariates

bull Based on the variable type bull CLORPT-based predictors Process-based estimates

(deterministic) bull Continuous categorical

bull Based on the data source

bull Physical measurements (direct) estimates (indirect) bull DEM-based Remote sensing (spectral) Human-derived or hybrid

(soil delineations land cover geologyparent material)

bull Based on the scale support size bull Multiscale single scale bull Area (irregular) support block support point support

Towards Global Soil Information activities within the GEO Task Global Soil Data

Examples

Towards Global Soil Information activities within the GEO Task Global Soil Data

Functionality to access

bull querying for a single value from a defined covariate map (sample)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=sampler_local1pt_nogmlampdatainputs=[x=113y=121inRastername=biocl15]

bull querying for millions of values from a defined covariate map

bull extraction of a defined subset from a defined covariate map (subset)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=subsetampdatainputs=[bbox=25254040inRastername=biocl15]ampresponsedocument=OutData=asreference=true

bull creating of an overlay of a user specified zone grid and a defined covariate map (zonalstats)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=overlayampdatainputs=[inRastername=globedeminZone=httpftpisricorgshortztesttifstype=sd]ampresponsedocument=OutData=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

R-function in GSIF R library ArcGIS GSIF Toolbox

SCHannes IReuter 2011

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Visualisations

Towards Global Soil Information activities within the GEO Task Global Soil Data

SC Minasny amp Malone 2011)

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

bull httpwpsglobalsoilmapnetpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=splineampdatainputs=[var=005sep=mxd=200lambda=01data=http8116917163twoproftxt]

bull ampresponsedocument=spline=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information

SCReuter Lennars Inakwu 2011

wwwglobalsoilmapnet

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Slide credit Tom Hengl 2011

Analysis of Legacy Data for Africa

ISRIC is developing multi-scale methods for harmonizing soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

pHwater (0-20cm) for dominant soil component in Senegal and the Gambia (SOTWIS)

Source ISRIC_Report_2008_05pdf

Analysis of Legacy Data for Africa

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Conclusions

bull GSIF is a framework for enhancing collating harmonizing and use of soil and covariate data to - storagerescue of legacy data - assist production of added value global soil information at

various resolutions

bull using collaborative cooperation which brings in the required soil knowledge from local participants ndash Training ISRIC

bull Components - Soil Property Maps OpenSoilProfile Worldgridsorg - GSIF Packages GSIF Manual

httpwwwisricorgservicestraining-and-education

Think globally ndash Act locally We can do this ndash through collaboration and sharing of information

  • Global Soil Information Facilities - current status -
  • Slide Number 2
  • WISE Database
  • ISRICs - Objectives
  • GSIF - Objective
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Why do we need SoilProfileorg
  • Slide Number 10
  • Search Screen
  • Search Screen ndash via GeoNames and Extent
  • Slide Number 13
  • Results (100km)
  • Results (100km) ndash One Example
  • Template Selection and Editing (like your online banking)
  • Template Selection and Editing ndash select YOUR propertiesmethods and where to show them
  • Add Edit Function Add Edit Delete Reload Map Inline Editing
  • Edit additional properties
  • 2012 AfSP 3rd version 12500 profiles
  • Slide Number 21
  • Why do we need global covariates
  • Classification of covariates
  • Examples
  • Functionality to access
  • R-function in GSIF R libraryArcGIS GSIF Toolbox
  • Slide Number 27
  • Facilitating Soil Production - Visualisations
  • Slide Number 29
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Conclusions
  • Think globally ndash Act locallyWe can do this ndash through collaboration and sharing of information
Page 2: Global Soil Information Facilities - current status - HI Reuter T Hengl G Heuvelink NH Batjes J Leenaars P Tempel P Bindraban

Towards Global Soil Information activities within the GEO Task Global Soil Data

Food security

Climate change

Biofuels

Water scarcity

Meat production

Land valuation

hellip

Policy domain

DATA ENTRY by bull ISRIC Personnel bull WWW bull In Field

Quality A amp C (WPS)

Harmonization (WPS)

Methods and infrastructure

ISRIC enterprise database

GlobalSoilMapnet properties

Avail Water Content

SOC

P ()

(hellip)

Web Processing Services

Fertilization strategy

Water mngt

C sequestration

Soil productivity

Soil degradation

Soil data amp information

User interaction and agenda setting

Linking ISRIC soil information to policy

SCReuterampBindraban 2011 wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

WISE Database

Batjes NH 2009 Harmonized soil profile data for applications at global and continental

scales updates to the WISE database Soil Use and Management 25

124-127 ( httpdxdoiorg101111j1475-2743200900202x )

Slide credit NBatjes 2011

Towards Global Soil Information activities within the GEO Task Global Soil Data

ISRICs - Objectives

1 collect maintain and develop quality-assessed soil data 2 make soil data freely available 3 maintain and develop a global collection of reference soil

monoliths with samples 4 exhibit soil information in the World Soil Museum 5 use soil and auxiliary data for studies on global and

topical issues 6 inform global conventions general public and decision

makers with science-based soil information 7 strengthen collaboration with (inter)national institutions

Towards Global Soil Information activities within the GEO Task Global Soil Data

GSIF - Objective

bull GSIF (Global Soil Information Facilities) is ISRICs overarching framework for production of soil data

bull The main practical reason for GSIF is to build cyber-infrastructure to collate legacy (ie historic) soil data currently under threat of being lost forever

wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

bull GSIF is a framework for global collaborative cooperation

bull GSIF is a framework for global soil map generation at various scales

bull GSIF requires soil knowledge and input from local participants

Key principles (III)

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Why do we need SoilProfileorg

bull Objective

SoilProfile is a (de)-central repository for collecting storing accessing and interacting with soil profile observations

bull Rationale SoilProfile is a part of a larger GSIF It is the physical implementation of ISRICs contribution to fulfil its mandate as World data centre for soil to ldquoServe the scientific community as custodian of global soil informationrdquo

Towards Global Soil Information activities within the GEO Task Global Soil Data

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Search Screen

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Search Screen ndash via GeoNames and Extent

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Results (100km)

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Results (100km) ndash One Example

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Template Selection and Editing (like your online banking)

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Template Selection and Editing ndash select YOUR propertiesmethods and where to show them

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

httpsoilprofileorg

Add Edit Function Add Edit Delete Reload Map Inline Editing

Towards Global Soil Information activities within the GEO Task Global Soil Data

Edit additional properties

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

2012 AfSP 3rd version 12500 profiles

Malawi

Ethiopia

Ivory Coast

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Why do we need global covariates

bull Objective Worldgrids is a (de)-central repository for collecting storing accessing and interacting with gridded data sets of global covariate data

bull Rationale Worldgrid is a part of a larger GSIF It is the physical implementation of the expectation that ISRIC would lead and coordinate a project to assemble a core data set of global environmental covariates to (partly) support local efforts to produce global soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data

Classification of covariates

bull Based on the variable type bull CLORPT-based predictors Process-based estimates

(deterministic) bull Continuous categorical

bull Based on the data source

bull Physical measurements (direct) estimates (indirect) bull DEM-based Remote sensing (spectral) Human-derived or hybrid

(soil delineations land cover geologyparent material)

bull Based on the scale support size bull Multiscale single scale bull Area (irregular) support block support point support

Towards Global Soil Information activities within the GEO Task Global Soil Data

Examples

Towards Global Soil Information activities within the GEO Task Global Soil Data

Functionality to access

bull querying for a single value from a defined covariate map (sample)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=sampler_local1pt_nogmlampdatainputs=[x=113y=121inRastername=biocl15]

bull querying for millions of values from a defined covariate map

bull extraction of a defined subset from a defined covariate map (subset)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=subsetampdatainputs=[bbox=25254040inRastername=biocl15]ampresponsedocument=OutData=asreference=true

bull creating of an overlay of a user specified zone grid and a defined covariate map (zonalstats)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=overlayampdatainputs=[inRastername=globedeminZone=httpftpisricorgshortztesttifstype=sd]ampresponsedocument=OutData=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

R-function in GSIF R library ArcGIS GSIF Toolbox

SCHannes IReuter 2011

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Visualisations

Towards Global Soil Information activities within the GEO Task Global Soil Data

SC Minasny amp Malone 2011)

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

bull httpwpsglobalsoilmapnetpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=splineampdatainputs=[var=005sep=mxd=200lambda=01data=http8116917163twoproftxt]

bull ampresponsedocument=spline=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information

SCReuter Lennars Inakwu 2011

wwwglobalsoilmapnet

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Slide credit Tom Hengl 2011

Analysis of Legacy Data for Africa

ISRIC is developing multi-scale methods for harmonizing soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

pHwater (0-20cm) for dominant soil component in Senegal and the Gambia (SOTWIS)

Source ISRIC_Report_2008_05pdf

Analysis of Legacy Data for Africa

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Conclusions

bull GSIF is a framework for enhancing collating harmonizing and use of soil and covariate data to - storagerescue of legacy data - assist production of added value global soil information at

various resolutions

bull using collaborative cooperation which brings in the required soil knowledge from local participants ndash Training ISRIC

bull Components - Soil Property Maps OpenSoilProfile Worldgridsorg - GSIF Packages GSIF Manual

httpwwwisricorgservicestraining-and-education

Think globally ndash Act locally We can do this ndash through collaboration and sharing of information

  • Global Soil Information Facilities - current status -
  • Slide Number 2
  • WISE Database
  • ISRICs - Objectives
  • GSIF - Objective
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Why do we need SoilProfileorg
  • Slide Number 10
  • Search Screen
  • Search Screen ndash via GeoNames and Extent
  • Slide Number 13
  • Results (100km)
  • Results (100km) ndash One Example
  • Template Selection and Editing (like your online banking)
  • Template Selection and Editing ndash select YOUR propertiesmethods and where to show them
  • Add Edit Function Add Edit Delete Reload Map Inline Editing
  • Edit additional properties
  • 2012 AfSP 3rd version 12500 profiles
  • Slide Number 21
  • Why do we need global covariates
  • Classification of covariates
  • Examples
  • Functionality to access
  • R-function in GSIF R libraryArcGIS GSIF Toolbox
  • Slide Number 27
  • Facilitating Soil Production - Visualisations
  • Slide Number 29
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Conclusions
  • Think globally ndash Act locallyWe can do this ndash through collaboration and sharing of information
Page 3: Global Soil Information Facilities - current status - HI Reuter T Hengl G Heuvelink NH Batjes J Leenaars P Tempel P Bindraban

Towards Global Soil Information activities within the GEO Task Global Soil Data

WISE Database

Batjes NH 2009 Harmonized soil profile data for applications at global and continental

scales updates to the WISE database Soil Use and Management 25

124-127 ( httpdxdoiorg101111j1475-2743200900202x )

Slide credit NBatjes 2011

Towards Global Soil Information activities within the GEO Task Global Soil Data

ISRICs - Objectives

1 collect maintain and develop quality-assessed soil data 2 make soil data freely available 3 maintain and develop a global collection of reference soil

monoliths with samples 4 exhibit soil information in the World Soil Museum 5 use soil and auxiliary data for studies on global and

topical issues 6 inform global conventions general public and decision

makers with science-based soil information 7 strengthen collaboration with (inter)national institutions

Towards Global Soil Information activities within the GEO Task Global Soil Data

GSIF - Objective

bull GSIF (Global Soil Information Facilities) is ISRICs overarching framework for production of soil data

bull The main practical reason for GSIF is to build cyber-infrastructure to collate legacy (ie historic) soil data currently under threat of being lost forever

wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

bull GSIF is a framework for global collaborative cooperation

bull GSIF is a framework for global soil map generation at various scales

bull GSIF requires soil knowledge and input from local participants

Key principles (III)

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Why do we need SoilProfileorg

bull Objective

SoilProfile is a (de)-central repository for collecting storing accessing and interacting with soil profile observations

bull Rationale SoilProfile is a part of a larger GSIF It is the physical implementation of ISRICs contribution to fulfil its mandate as World data centre for soil to ldquoServe the scientific community as custodian of global soil informationrdquo

Towards Global Soil Information activities within the GEO Task Global Soil Data

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Search Screen

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Search Screen ndash via GeoNames and Extent

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Results (100km)

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Results (100km) ndash One Example

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Template Selection and Editing (like your online banking)

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Template Selection and Editing ndash select YOUR propertiesmethods and where to show them

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

httpsoilprofileorg

Add Edit Function Add Edit Delete Reload Map Inline Editing

Towards Global Soil Information activities within the GEO Task Global Soil Data

Edit additional properties

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

2012 AfSP 3rd version 12500 profiles

Malawi

Ethiopia

Ivory Coast

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Why do we need global covariates

bull Objective Worldgrids is a (de)-central repository for collecting storing accessing and interacting with gridded data sets of global covariate data

bull Rationale Worldgrid is a part of a larger GSIF It is the physical implementation of the expectation that ISRIC would lead and coordinate a project to assemble a core data set of global environmental covariates to (partly) support local efforts to produce global soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data

Classification of covariates

bull Based on the variable type bull CLORPT-based predictors Process-based estimates

(deterministic) bull Continuous categorical

bull Based on the data source

bull Physical measurements (direct) estimates (indirect) bull DEM-based Remote sensing (spectral) Human-derived or hybrid

(soil delineations land cover geologyparent material)

bull Based on the scale support size bull Multiscale single scale bull Area (irregular) support block support point support

Towards Global Soil Information activities within the GEO Task Global Soil Data

Examples

Towards Global Soil Information activities within the GEO Task Global Soil Data

Functionality to access

bull querying for a single value from a defined covariate map (sample)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=sampler_local1pt_nogmlampdatainputs=[x=113y=121inRastername=biocl15]

bull querying for millions of values from a defined covariate map

bull extraction of a defined subset from a defined covariate map (subset)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=subsetampdatainputs=[bbox=25254040inRastername=biocl15]ampresponsedocument=OutData=asreference=true

bull creating of an overlay of a user specified zone grid and a defined covariate map (zonalstats)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=overlayampdatainputs=[inRastername=globedeminZone=httpftpisricorgshortztesttifstype=sd]ampresponsedocument=OutData=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

R-function in GSIF R library ArcGIS GSIF Toolbox

SCHannes IReuter 2011

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Visualisations

Towards Global Soil Information activities within the GEO Task Global Soil Data

SC Minasny amp Malone 2011)

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

bull httpwpsglobalsoilmapnetpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=splineampdatainputs=[var=005sep=mxd=200lambda=01data=http8116917163twoproftxt]

bull ampresponsedocument=spline=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information

SCReuter Lennars Inakwu 2011

wwwglobalsoilmapnet

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Slide credit Tom Hengl 2011

Analysis of Legacy Data for Africa

ISRIC is developing multi-scale methods for harmonizing soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

pHwater (0-20cm) for dominant soil component in Senegal and the Gambia (SOTWIS)

Source ISRIC_Report_2008_05pdf

Analysis of Legacy Data for Africa

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Conclusions

bull GSIF is a framework for enhancing collating harmonizing and use of soil and covariate data to - storagerescue of legacy data - assist production of added value global soil information at

various resolutions

bull using collaborative cooperation which brings in the required soil knowledge from local participants ndash Training ISRIC

bull Components - Soil Property Maps OpenSoilProfile Worldgridsorg - GSIF Packages GSIF Manual

httpwwwisricorgservicestraining-and-education

Think globally ndash Act locally We can do this ndash through collaboration and sharing of information

  • Global Soil Information Facilities - current status -
  • Slide Number 2
  • WISE Database
  • ISRICs - Objectives
  • GSIF - Objective
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Why do we need SoilProfileorg
  • Slide Number 10
  • Search Screen
  • Search Screen ndash via GeoNames and Extent
  • Slide Number 13
  • Results (100km)
  • Results (100km) ndash One Example
  • Template Selection and Editing (like your online banking)
  • Template Selection and Editing ndash select YOUR propertiesmethods and where to show them
  • Add Edit Function Add Edit Delete Reload Map Inline Editing
  • Edit additional properties
  • 2012 AfSP 3rd version 12500 profiles
  • Slide Number 21
  • Why do we need global covariates
  • Classification of covariates
  • Examples
  • Functionality to access
  • R-function in GSIF R libraryArcGIS GSIF Toolbox
  • Slide Number 27
  • Facilitating Soil Production - Visualisations
  • Slide Number 29
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Conclusions
  • Think globally ndash Act locallyWe can do this ndash through collaboration and sharing of information
Page 4: Global Soil Information Facilities - current status - HI Reuter T Hengl G Heuvelink NH Batjes J Leenaars P Tempel P Bindraban

Towards Global Soil Information activities within the GEO Task Global Soil Data

ISRICs - Objectives

1 collect maintain and develop quality-assessed soil data 2 make soil data freely available 3 maintain and develop a global collection of reference soil

monoliths with samples 4 exhibit soil information in the World Soil Museum 5 use soil and auxiliary data for studies on global and

topical issues 6 inform global conventions general public and decision

makers with science-based soil information 7 strengthen collaboration with (inter)national institutions

Towards Global Soil Information activities within the GEO Task Global Soil Data

GSIF - Objective

bull GSIF (Global Soil Information Facilities) is ISRICs overarching framework for production of soil data

bull The main practical reason for GSIF is to build cyber-infrastructure to collate legacy (ie historic) soil data currently under threat of being lost forever

wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

bull GSIF is a framework for global collaborative cooperation

bull GSIF is a framework for global soil map generation at various scales

bull GSIF requires soil knowledge and input from local participants

Key principles (III)

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Why do we need SoilProfileorg

bull Objective

SoilProfile is a (de)-central repository for collecting storing accessing and interacting with soil profile observations

bull Rationale SoilProfile is a part of a larger GSIF It is the physical implementation of ISRICs contribution to fulfil its mandate as World data centre for soil to ldquoServe the scientific community as custodian of global soil informationrdquo

Towards Global Soil Information activities within the GEO Task Global Soil Data

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Search Screen

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Search Screen ndash via GeoNames and Extent

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Results (100km)

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Results (100km) ndash One Example

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Template Selection and Editing (like your online banking)

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Template Selection and Editing ndash select YOUR propertiesmethods and where to show them

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

httpsoilprofileorg

Add Edit Function Add Edit Delete Reload Map Inline Editing

Towards Global Soil Information activities within the GEO Task Global Soil Data

Edit additional properties

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

2012 AfSP 3rd version 12500 profiles

Malawi

Ethiopia

Ivory Coast

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Why do we need global covariates

bull Objective Worldgrids is a (de)-central repository for collecting storing accessing and interacting with gridded data sets of global covariate data

bull Rationale Worldgrid is a part of a larger GSIF It is the physical implementation of the expectation that ISRIC would lead and coordinate a project to assemble a core data set of global environmental covariates to (partly) support local efforts to produce global soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data

Classification of covariates

bull Based on the variable type bull CLORPT-based predictors Process-based estimates

(deterministic) bull Continuous categorical

bull Based on the data source

bull Physical measurements (direct) estimates (indirect) bull DEM-based Remote sensing (spectral) Human-derived or hybrid

(soil delineations land cover geologyparent material)

bull Based on the scale support size bull Multiscale single scale bull Area (irregular) support block support point support

Towards Global Soil Information activities within the GEO Task Global Soil Data

Examples

Towards Global Soil Information activities within the GEO Task Global Soil Data

Functionality to access

bull querying for a single value from a defined covariate map (sample)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=sampler_local1pt_nogmlampdatainputs=[x=113y=121inRastername=biocl15]

bull querying for millions of values from a defined covariate map

bull extraction of a defined subset from a defined covariate map (subset)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=subsetampdatainputs=[bbox=25254040inRastername=biocl15]ampresponsedocument=OutData=asreference=true

bull creating of an overlay of a user specified zone grid and a defined covariate map (zonalstats)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=overlayampdatainputs=[inRastername=globedeminZone=httpftpisricorgshortztesttifstype=sd]ampresponsedocument=OutData=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

R-function in GSIF R library ArcGIS GSIF Toolbox

SCHannes IReuter 2011

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Visualisations

Towards Global Soil Information activities within the GEO Task Global Soil Data

SC Minasny amp Malone 2011)

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

bull httpwpsglobalsoilmapnetpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=splineampdatainputs=[var=005sep=mxd=200lambda=01data=http8116917163twoproftxt]

bull ampresponsedocument=spline=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information

SCReuter Lennars Inakwu 2011

wwwglobalsoilmapnet

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Slide credit Tom Hengl 2011

Analysis of Legacy Data for Africa

ISRIC is developing multi-scale methods for harmonizing soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

pHwater (0-20cm) for dominant soil component in Senegal and the Gambia (SOTWIS)

Source ISRIC_Report_2008_05pdf

Analysis of Legacy Data for Africa

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Conclusions

bull GSIF is a framework for enhancing collating harmonizing and use of soil and covariate data to - storagerescue of legacy data - assist production of added value global soil information at

various resolutions

bull using collaborative cooperation which brings in the required soil knowledge from local participants ndash Training ISRIC

bull Components - Soil Property Maps OpenSoilProfile Worldgridsorg - GSIF Packages GSIF Manual

httpwwwisricorgservicestraining-and-education

Think globally ndash Act locally We can do this ndash through collaboration and sharing of information

  • Global Soil Information Facilities - current status -
  • Slide Number 2
  • WISE Database
  • ISRICs - Objectives
  • GSIF - Objective
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Why do we need SoilProfileorg
  • Slide Number 10
  • Search Screen
  • Search Screen ndash via GeoNames and Extent
  • Slide Number 13
  • Results (100km)
  • Results (100km) ndash One Example
  • Template Selection and Editing (like your online banking)
  • Template Selection and Editing ndash select YOUR propertiesmethods and where to show them
  • Add Edit Function Add Edit Delete Reload Map Inline Editing
  • Edit additional properties
  • 2012 AfSP 3rd version 12500 profiles
  • Slide Number 21
  • Why do we need global covariates
  • Classification of covariates
  • Examples
  • Functionality to access
  • R-function in GSIF R libraryArcGIS GSIF Toolbox
  • Slide Number 27
  • Facilitating Soil Production - Visualisations
  • Slide Number 29
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Conclusions
  • Think globally ndash Act locallyWe can do this ndash through collaboration and sharing of information
Page 5: Global Soil Information Facilities - current status - HI Reuter T Hengl G Heuvelink NH Batjes J Leenaars P Tempel P Bindraban

Towards Global Soil Information activities within the GEO Task Global Soil Data

GSIF - Objective

bull GSIF (Global Soil Information Facilities) is ISRICs overarching framework for production of soil data

bull The main practical reason for GSIF is to build cyber-infrastructure to collate legacy (ie historic) soil data currently under threat of being lost forever

wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

bull GSIF is a framework for global collaborative cooperation

bull GSIF is a framework for global soil map generation at various scales

bull GSIF requires soil knowledge and input from local participants

Key principles (III)

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Why do we need SoilProfileorg

bull Objective

SoilProfile is a (de)-central repository for collecting storing accessing and interacting with soil profile observations

bull Rationale SoilProfile is a part of a larger GSIF It is the physical implementation of ISRICs contribution to fulfil its mandate as World data centre for soil to ldquoServe the scientific community as custodian of global soil informationrdquo

Towards Global Soil Information activities within the GEO Task Global Soil Data

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Search Screen

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Search Screen ndash via GeoNames and Extent

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Results (100km)

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Results (100km) ndash One Example

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Template Selection and Editing (like your online banking)

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Template Selection and Editing ndash select YOUR propertiesmethods and where to show them

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

httpsoilprofileorg

Add Edit Function Add Edit Delete Reload Map Inline Editing

Towards Global Soil Information activities within the GEO Task Global Soil Data

Edit additional properties

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

2012 AfSP 3rd version 12500 profiles

Malawi

Ethiopia

Ivory Coast

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Why do we need global covariates

bull Objective Worldgrids is a (de)-central repository for collecting storing accessing and interacting with gridded data sets of global covariate data

bull Rationale Worldgrid is a part of a larger GSIF It is the physical implementation of the expectation that ISRIC would lead and coordinate a project to assemble a core data set of global environmental covariates to (partly) support local efforts to produce global soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data

Classification of covariates

bull Based on the variable type bull CLORPT-based predictors Process-based estimates

(deterministic) bull Continuous categorical

bull Based on the data source

bull Physical measurements (direct) estimates (indirect) bull DEM-based Remote sensing (spectral) Human-derived or hybrid

(soil delineations land cover geologyparent material)

bull Based on the scale support size bull Multiscale single scale bull Area (irregular) support block support point support

Towards Global Soil Information activities within the GEO Task Global Soil Data

Examples

Towards Global Soil Information activities within the GEO Task Global Soil Data

Functionality to access

bull querying for a single value from a defined covariate map (sample)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=sampler_local1pt_nogmlampdatainputs=[x=113y=121inRastername=biocl15]

bull querying for millions of values from a defined covariate map

bull extraction of a defined subset from a defined covariate map (subset)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=subsetampdatainputs=[bbox=25254040inRastername=biocl15]ampresponsedocument=OutData=asreference=true

bull creating of an overlay of a user specified zone grid and a defined covariate map (zonalstats)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=overlayampdatainputs=[inRastername=globedeminZone=httpftpisricorgshortztesttifstype=sd]ampresponsedocument=OutData=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

R-function in GSIF R library ArcGIS GSIF Toolbox

SCHannes IReuter 2011

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Visualisations

Towards Global Soil Information activities within the GEO Task Global Soil Data

SC Minasny amp Malone 2011)

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

bull httpwpsglobalsoilmapnetpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=splineampdatainputs=[var=005sep=mxd=200lambda=01data=http8116917163twoproftxt]

bull ampresponsedocument=spline=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information

SCReuter Lennars Inakwu 2011

wwwglobalsoilmapnet

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Slide credit Tom Hengl 2011

Analysis of Legacy Data for Africa

ISRIC is developing multi-scale methods for harmonizing soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

pHwater (0-20cm) for dominant soil component in Senegal and the Gambia (SOTWIS)

Source ISRIC_Report_2008_05pdf

Analysis of Legacy Data for Africa

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Conclusions

bull GSIF is a framework for enhancing collating harmonizing and use of soil and covariate data to - storagerescue of legacy data - assist production of added value global soil information at

various resolutions

bull using collaborative cooperation which brings in the required soil knowledge from local participants ndash Training ISRIC

bull Components - Soil Property Maps OpenSoilProfile Worldgridsorg - GSIF Packages GSIF Manual

httpwwwisricorgservicestraining-and-education

Think globally ndash Act locally We can do this ndash through collaboration and sharing of information

  • Global Soil Information Facilities - current status -
  • Slide Number 2
  • WISE Database
  • ISRICs - Objectives
  • GSIF - Objective
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Why do we need SoilProfileorg
  • Slide Number 10
  • Search Screen
  • Search Screen ndash via GeoNames and Extent
  • Slide Number 13
  • Results (100km)
  • Results (100km) ndash One Example
  • Template Selection and Editing (like your online banking)
  • Template Selection and Editing ndash select YOUR propertiesmethods and where to show them
  • Add Edit Function Add Edit Delete Reload Map Inline Editing
  • Edit additional properties
  • 2012 AfSP 3rd version 12500 profiles
  • Slide Number 21
  • Why do we need global covariates
  • Classification of covariates
  • Examples
  • Functionality to access
  • R-function in GSIF R libraryArcGIS GSIF Toolbox
  • Slide Number 27
  • Facilitating Soil Production - Visualisations
  • Slide Number 29
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Conclusions
  • Think globally ndash Act locallyWe can do this ndash through collaboration and sharing of information
Page 6: Global Soil Information Facilities - current status - HI Reuter T Hengl G Heuvelink NH Batjes J Leenaars P Tempel P Bindraban

Towards Global Soil Information activities within the GEO Task Global Soil Data

bull GSIF is a framework for global collaborative cooperation

bull GSIF is a framework for global soil map generation at various scales

bull GSIF requires soil knowledge and input from local participants

Key principles (III)

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Why do we need SoilProfileorg

bull Objective

SoilProfile is a (de)-central repository for collecting storing accessing and interacting with soil profile observations

bull Rationale SoilProfile is a part of a larger GSIF It is the physical implementation of ISRICs contribution to fulfil its mandate as World data centre for soil to ldquoServe the scientific community as custodian of global soil informationrdquo

Towards Global Soil Information activities within the GEO Task Global Soil Data

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Search Screen

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Search Screen ndash via GeoNames and Extent

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Results (100km)

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Results (100km) ndash One Example

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Template Selection and Editing (like your online banking)

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Template Selection and Editing ndash select YOUR propertiesmethods and where to show them

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

httpsoilprofileorg

Add Edit Function Add Edit Delete Reload Map Inline Editing

Towards Global Soil Information activities within the GEO Task Global Soil Data

Edit additional properties

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

2012 AfSP 3rd version 12500 profiles

Malawi

Ethiopia

Ivory Coast

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Why do we need global covariates

bull Objective Worldgrids is a (de)-central repository for collecting storing accessing and interacting with gridded data sets of global covariate data

bull Rationale Worldgrid is a part of a larger GSIF It is the physical implementation of the expectation that ISRIC would lead and coordinate a project to assemble a core data set of global environmental covariates to (partly) support local efforts to produce global soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data

Classification of covariates

bull Based on the variable type bull CLORPT-based predictors Process-based estimates

(deterministic) bull Continuous categorical

bull Based on the data source

bull Physical measurements (direct) estimates (indirect) bull DEM-based Remote sensing (spectral) Human-derived or hybrid

(soil delineations land cover geologyparent material)

bull Based on the scale support size bull Multiscale single scale bull Area (irregular) support block support point support

Towards Global Soil Information activities within the GEO Task Global Soil Data

Examples

Towards Global Soil Information activities within the GEO Task Global Soil Data

Functionality to access

bull querying for a single value from a defined covariate map (sample)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=sampler_local1pt_nogmlampdatainputs=[x=113y=121inRastername=biocl15]

bull querying for millions of values from a defined covariate map

bull extraction of a defined subset from a defined covariate map (subset)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=subsetampdatainputs=[bbox=25254040inRastername=biocl15]ampresponsedocument=OutData=asreference=true

bull creating of an overlay of a user specified zone grid and a defined covariate map (zonalstats)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=overlayampdatainputs=[inRastername=globedeminZone=httpftpisricorgshortztesttifstype=sd]ampresponsedocument=OutData=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

R-function in GSIF R library ArcGIS GSIF Toolbox

SCHannes IReuter 2011

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Visualisations

Towards Global Soil Information activities within the GEO Task Global Soil Data

SC Minasny amp Malone 2011)

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

bull httpwpsglobalsoilmapnetpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=splineampdatainputs=[var=005sep=mxd=200lambda=01data=http8116917163twoproftxt]

bull ampresponsedocument=spline=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information

SCReuter Lennars Inakwu 2011

wwwglobalsoilmapnet

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Slide credit Tom Hengl 2011

Analysis of Legacy Data for Africa

ISRIC is developing multi-scale methods for harmonizing soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

pHwater (0-20cm) for dominant soil component in Senegal and the Gambia (SOTWIS)

Source ISRIC_Report_2008_05pdf

Analysis of Legacy Data for Africa

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Conclusions

bull GSIF is a framework for enhancing collating harmonizing and use of soil and covariate data to - storagerescue of legacy data - assist production of added value global soil information at

various resolutions

bull using collaborative cooperation which brings in the required soil knowledge from local participants ndash Training ISRIC

bull Components - Soil Property Maps OpenSoilProfile Worldgridsorg - GSIF Packages GSIF Manual

httpwwwisricorgservicestraining-and-education

Think globally ndash Act locally We can do this ndash through collaboration and sharing of information

  • Global Soil Information Facilities - current status -
  • Slide Number 2
  • WISE Database
  • ISRICs - Objectives
  • GSIF - Objective
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Why do we need SoilProfileorg
  • Slide Number 10
  • Search Screen
  • Search Screen ndash via GeoNames and Extent
  • Slide Number 13
  • Results (100km)
  • Results (100km) ndash One Example
  • Template Selection and Editing (like your online banking)
  • Template Selection and Editing ndash select YOUR propertiesmethods and where to show them
  • Add Edit Function Add Edit Delete Reload Map Inline Editing
  • Edit additional properties
  • 2012 AfSP 3rd version 12500 profiles
  • Slide Number 21
  • Why do we need global covariates
  • Classification of covariates
  • Examples
  • Functionality to access
  • R-function in GSIF R libraryArcGIS GSIF Toolbox
  • Slide Number 27
  • Facilitating Soil Production - Visualisations
  • Slide Number 29
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Conclusions
  • Think globally ndash Act locallyWe can do this ndash through collaboration and sharing of information
Page 7: Global Soil Information Facilities - current status - HI Reuter T Hengl G Heuvelink NH Batjes J Leenaars P Tempel P Bindraban

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Why do we need SoilProfileorg

bull Objective

SoilProfile is a (de)-central repository for collecting storing accessing and interacting with soil profile observations

bull Rationale SoilProfile is a part of a larger GSIF It is the physical implementation of ISRICs contribution to fulfil its mandate as World data centre for soil to ldquoServe the scientific community as custodian of global soil informationrdquo

Towards Global Soil Information activities within the GEO Task Global Soil Data

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Search Screen

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Search Screen ndash via GeoNames and Extent

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Results (100km)

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Results (100km) ndash One Example

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Template Selection and Editing (like your online banking)

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Template Selection and Editing ndash select YOUR propertiesmethods and where to show them

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

httpsoilprofileorg

Add Edit Function Add Edit Delete Reload Map Inline Editing

Towards Global Soil Information activities within the GEO Task Global Soil Data

Edit additional properties

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

2012 AfSP 3rd version 12500 profiles

Malawi

Ethiopia

Ivory Coast

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Why do we need global covariates

bull Objective Worldgrids is a (de)-central repository for collecting storing accessing and interacting with gridded data sets of global covariate data

bull Rationale Worldgrid is a part of a larger GSIF It is the physical implementation of the expectation that ISRIC would lead and coordinate a project to assemble a core data set of global environmental covariates to (partly) support local efforts to produce global soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data

Classification of covariates

bull Based on the variable type bull CLORPT-based predictors Process-based estimates

(deterministic) bull Continuous categorical

bull Based on the data source

bull Physical measurements (direct) estimates (indirect) bull DEM-based Remote sensing (spectral) Human-derived or hybrid

(soil delineations land cover geologyparent material)

bull Based on the scale support size bull Multiscale single scale bull Area (irregular) support block support point support

Towards Global Soil Information activities within the GEO Task Global Soil Data

Examples

Towards Global Soil Information activities within the GEO Task Global Soil Data

Functionality to access

bull querying for a single value from a defined covariate map (sample)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=sampler_local1pt_nogmlampdatainputs=[x=113y=121inRastername=biocl15]

bull querying for millions of values from a defined covariate map

bull extraction of a defined subset from a defined covariate map (subset)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=subsetampdatainputs=[bbox=25254040inRastername=biocl15]ampresponsedocument=OutData=asreference=true

bull creating of an overlay of a user specified zone grid and a defined covariate map (zonalstats)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=overlayampdatainputs=[inRastername=globedeminZone=httpftpisricorgshortztesttifstype=sd]ampresponsedocument=OutData=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

R-function in GSIF R library ArcGIS GSIF Toolbox

SCHannes IReuter 2011

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Visualisations

Towards Global Soil Information activities within the GEO Task Global Soil Data

SC Minasny amp Malone 2011)

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

bull httpwpsglobalsoilmapnetpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=splineampdatainputs=[var=005sep=mxd=200lambda=01data=http8116917163twoproftxt]

bull ampresponsedocument=spline=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information

SCReuter Lennars Inakwu 2011

wwwglobalsoilmapnet

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Slide credit Tom Hengl 2011

Analysis of Legacy Data for Africa

ISRIC is developing multi-scale methods for harmonizing soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

pHwater (0-20cm) for dominant soil component in Senegal and the Gambia (SOTWIS)

Source ISRIC_Report_2008_05pdf

Analysis of Legacy Data for Africa

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Conclusions

bull GSIF is a framework for enhancing collating harmonizing and use of soil and covariate data to - storagerescue of legacy data - assist production of added value global soil information at

various resolutions

bull using collaborative cooperation which brings in the required soil knowledge from local participants ndash Training ISRIC

bull Components - Soil Property Maps OpenSoilProfile Worldgridsorg - GSIF Packages GSIF Manual

httpwwwisricorgservicestraining-and-education

Think globally ndash Act locally We can do this ndash through collaboration and sharing of information

  • Global Soil Information Facilities - current status -
  • Slide Number 2
  • WISE Database
  • ISRICs - Objectives
  • GSIF - Objective
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Why do we need SoilProfileorg
  • Slide Number 10
  • Search Screen
  • Search Screen ndash via GeoNames and Extent
  • Slide Number 13
  • Results (100km)
  • Results (100km) ndash One Example
  • Template Selection and Editing (like your online banking)
  • Template Selection and Editing ndash select YOUR propertiesmethods and where to show them
  • Add Edit Function Add Edit Delete Reload Map Inline Editing
  • Edit additional properties
  • 2012 AfSP 3rd version 12500 profiles
  • Slide Number 21
  • Why do we need global covariates
  • Classification of covariates
  • Examples
  • Functionality to access
  • R-function in GSIF R libraryArcGIS GSIF Toolbox
  • Slide Number 27
  • Facilitating Soil Production - Visualisations
  • Slide Number 29
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Conclusions
  • Think globally ndash Act locallyWe can do this ndash through collaboration and sharing of information
Page 8: Global Soil Information Facilities - current status - HI Reuter T Hengl G Heuvelink NH Batjes J Leenaars P Tempel P Bindraban

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Why do we need SoilProfileorg

bull Objective

SoilProfile is a (de)-central repository for collecting storing accessing and interacting with soil profile observations

bull Rationale SoilProfile is a part of a larger GSIF It is the physical implementation of ISRICs contribution to fulfil its mandate as World data centre for soil to ldquoServe the scientific community as custodian of global soil informationrdquo

Towards Global Soil Information activities within the GEO Task Global Soil Data

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Search Screen

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Search Screen ndash via GeoNames and Extent

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Results (100km)

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Results (100km) ndash One Example

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Template Selection and Editing (like your online banking)

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Template Selection and Editing ndash select YOUR propertiesmethods and where to show them

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

httpsoilprofileorg

Add Edit Function Add Edit Delete Reload Map Inline Editing

Towards Global Soil Information activities within the GEO Task Global Soil Data

Edit additional properties

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

2012 AfSP 3rd version 12500 profiles

Malawi

Ethiopia

Ivory Coast

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Why do we need global covariates

bull Objective Worldgrids is a (de)-central repository for collecting storing accessing and interacting with gridded data sets of global covariate data

bull Rationale Worldgrid is a part of a larger GSIF It is the physical implementation of the expectation that ISRIC would lead and coordinate a project to assemble a core data set of global environmental covariates to (partly) support local efforts to produce global soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data

Classification of covariates

bull Based on the variable type bull CLORPT-based predictors Process-based estimates

(deterministic) bull Continuous categorical

bull Based on the data source

bull Physical measurements (direct) estimates (indirect) bull DEM-based Remote sensing (spectral) Human-derived or hybrid

(soil delineations land cover geologyparent material)

bull Based on the scale support size bull Multiscale single scale bull Area (irregular) support block support point support

Towards Global Soil Information activities within the GEO Task Global Soil Data

Examples

Towards Global Soil Information activities within the GEO Task Global Soil Data

Functionality to access

bull querying for a single value from a defined covariate map (sample)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=sampler_local1pt_nogmlampdatainputs=[x=113y=121inRastername=biocl15]

bull querying for millions of values from a defined covariate map

bull extraction of a defined subset from a defined covariate map (subset)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=subsetampdatainputs=[bbox=25254040inRastername=biocl15]ampresponsedocument=OutData=asreference=true

bull creating of an overlay of a user specified zone grid and a defined covariate map (zonalstats)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=overlayampdatainputs=[inRastername=globedeminZone=httpftpisricorgshortztesttifstype=sd]ampresponsedocument=OutData=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

R-function in GSIF R library ArcGIS GSIF Toolbox

SCHannes IReuter 2011

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Visualisations

Towards Global Soil Information activities within the GEO Task Global Soil Data

SC Minasny amp Malone 2011)

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

bull httpwpsglobalsoilmapnetpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=splineampdatainputs=[var=005sep=mxd=200lambda=01data=http8116917163twoproftxt]

bull ampresponsedocument=spline=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information

SCReuter Lennars Inakwu 2011

wwwglobalsoilmapnet

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Slide credit Tom Hengl 2011

Analysis of Legacy Data for Africa

ISRIC is developing multi-scale methods for harmonizing soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

pHwater (0-20cm) for dominant soil component in Senegal and the Gambia (SOTWIS)

Source ISRIC_Report_2008_05pdf

Analysis of Legacy Data for Africa

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Conclusions

bull GSIF is a framework for enhancing collating harmonizing and use of soil and covariate data to - storagerescue of legacy data - assist production of added value global soil information at

various resolutions

bull using collaborative cooperation which brings in the required soil knowledge from local participants ndash Training ISRIC

bull Components - Soil Property Maps OpenSoilProfile Worldgridsorg - GSIF Packages GSIF Manual

httpwwwisricorgservicestraining-and-education

Think globally ndash Act locally We can do this ndash through collaboration and sharing of information

  • Global Soil Information Facilities - current status -
  • Slide Number 2
  • WISE Database
  • ISRICs - Objectives
  • GSIF - Objective
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Why do we need SoilProfileorg
  • Slide Number 10
  • Search Screen
  • Search Screen ndash via GeoNames and Extent
  • Slide Number 13
  • Results (100km)
  • Results (100km) ndash One Example
  • Template Selection and Editing (like your online banking)
  • Template Selection and Editing ndash select YOUR propertiesmethods and where to show them
  • Add Edit Function Add Edit Delete Reload Map Inline Editing
  • Edit additional properties
  • 2012 AfSP 3rd version 12500 profiles
  • Slide Number 21
  • Why do we need global covariates
  • Classification of covariates
  • Examples
  • Functionality to access
  • R-function in GSIF R libraryArcGIS GSIF Toolbox
  • Slide Number 27
  • Facilitating Soil Production - Visualisations
  • Slide Number 29
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Conclusions
  • Think globally ndash Act locallyWe can do this ndash through collaboration and sharing of information
Page 9: Global Soil Information Facilities - current status - HI Reuter T Hengl G Heuvelink NH Batjes J Leenaars P Tempel P Bindraban

Towards Global Soil Information activities within the GEO Task Global Soil Data

Why do we need SoilProfileorg

bull Objective

SoilProfile is a (de)-central repository for collecting storing accessing and interacting with soil profile observations

bull Rationale SoilProfile is a part of a larger GSIF It is the physical implementation of ISRICs contribution to fulfil its mandate as World data centre for soil to ldquoServe the scientific community as custodian of global soil informationrdquo

Towards Global Soil Information activities within the GEO Task Global Soil Data

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Search Screen

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Search Screen ndash via GeoNames and Extent

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Results (100km)

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Results (100km) ndash One Example

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Template Selection and Editing (like your online banking)

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Template Selection and Editing ndash select YOUR propertiesmethods and where to show them

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

httpsoilprofileorg

Add Edit Function Add Edit Delete Reload Map Inline Editing

Towards Global Soil Information activities within the GEO Task Global Soil Data

Edit additional properties

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

2012 AfSP 3rd version 12500 profiles

Malawi

Ethiopia

Ivory Coast

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Why do we need global covariates

bull Objective Worldgrids is a (de)-central repository for collecting storing accessing and interacting with gridded data sets of global covariate data

bull Rationale Worldgrid is a part of a larger GSIF It is the physical implementation of the expectation that ISRIC would lead and coordinate a project to assemble a core data set of global environmental covariates to (partly) support local efforts to produce global soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data

Classification of covariates

bull Based on the variable type bull CLORPT-based predictors Process-based estimates

(deterministic) bull Continuous categorical

bull Based on the data source

bull Physical measurements (direct) estimates (indirect) bull DEM-based Remote sensing (spectral) Human-derived or hybrid

(soil delineations land cover geologyparent material)

bull Based on the scale support size bull Multiscale single scale bull Area (irregular) support block support point support

Towards Global Soil Information activities within the GEO Task Global Soil Data

Examples

Towards Global Soil Information activities within the GEO Task Global Soil Data

Functionality to access

bull querying for a single value from a defined covariate map (sample)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=sampler_local1pt_nogmlampdatainputs=[x=113y=121inRastername=biocl15]

bull querying for millions of values from a defined covariate map

bull extraction of a defined subset from a defined covariate map (subset)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=subsetampdatainputs=[bbox=25254040inRastername=biocl15]ampresponsedocument=OutData=asreference=true

bull creating of an overlay of a user specified zone grid and a defined covariate map (zonalstats)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=overlayampdatainputs=[inRastername=globedeminZone=httpftpisricorgshortztesttifstype=sd]ampresponsedocument=OutData=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

R-function in GSIF R library ArcGIS GSIF Toolbox

SCHannes IReuter 2011

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Visualisations

Towards Global Soil Information activities within the GEO Task Global Soil Data

SC Minasny amp Malone 2011)

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

bull httpwpsglobalsoilmapnetpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=splineampdatainputs=[var=005sep=mxd=200lambda=01data=http8116917163twoproftxt]

bull ampresponsedocument=spline=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information

SCReuter Lennars Inakwu 2011

wwwglobalsoilmapnet

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Slide credit Tom Hengl 2011

Analysis of Legacy Data for Africa

ISRIC is developing multi-scale methods for harmonizing soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

pHwater (0-20cm) for dominant soil component in Senegal and the Gambia (SOTWIS)

Source ISRIC_Report_2008_05pdf

Analysis of Legacy Data for Africa

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Conclusions

bull GSIF is a framework for enhancing collating harmonizing and use of soil and covariate data to - storagerescue of legacy data - assist production of added value global soil information at

various resolutions

bull using collaborative cooperation which brings in the required soil knowledge from local participants ndash Training ISRIC

bull Components - Soil Property Maps OpenSoilProfile Worldgridsorg - GSIF Packages GSIF Manual

httpwwwisricorgservicestraining-and-education

Think globally ndash Act locally We can do this ndash through collaboration and sharing of information

  • Global Soil Information Facilities - current status -
  • Slide Number 2
  • WISE Database
  • ISRICs - Objectives
  • GSIF - Objective
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Why do we need SoilProfileorg
  • Slide Number 10
  • Search Screen
  • Search Screen ndash via GeoNames and Extent
  • Slide Number 13
  • Results (100km)
  • Results (100km) ndash One Example
  • Template Selection and Editing (like your online banking)
  • Template Selection and Editing ndash select YOUR propertiesmethods and where to show them
  • Add Edit Function Add Edit Delete Reload Map Inline Editing
  • Edit additional properties
  • 2012 AfSP 3rd version 12500 profiles
  • Slide Number 21
  • Why do we need global covariates
  • Classification of covariates
  • Examples
  • Functionality to access
  • R-function in GSIF R libraryArcGIS GSIF Toolbox
  • Slide Number 27
  • Facilitating Soil Production - Visualisations
  • Slide Number 29
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Conclusions
  • Think globally ndash Act locallyWe can do this ndash through collaboration and sharing of information
Page 10: Global Soil Information Facilities - current status - HI Reuter T Hengl G Heuvelink NH Batjes J Leenaars P Tempel P Bindraban

Towards Global Soil Information activities within the GEO Task Global Soil Data

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Search Screen

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Search Screen ndash via GeoNames and Extent

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Results (100km)

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Results (100km) ndash One Example

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Template Selection and Editing (like your online banking)

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Template Selection and Editing ndash select YOUR propertiesmethods and where to show them

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

httpsoilprofileorg

Add Edit Function Add Edit Delete Reload Map Inline Editing

Towards Global Soil Information activities within the GEO Task Global Soil Data

Edit additional properties

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

2012 AfSP 3rd version 12500 profiles

Malawi

Ethiopia

Ivory Coast

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Why do we need global covariates

bull Objective Worldgrids is a (de)-central repository for collecting storing accessing and interacting with gridded data sets of global covariate data

bull Rationale Worldgrid is a part of a larger GSIF It is the physical implementation of the expectation that ISRIC would lead and coordinate a project to assemble a core data set of global environmental covariates to (partly) support local efforts to produce global soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data

Classification of covariates

bull Based on the variable type bull CLORPT-based predictors Process-based estimates

(deterministic) bull Continuous categorical

bull Based on the data source

bull Physical measurements (direct) estimates (indirect) bull DEM-based Remote sensing (spectral) Human-derived or hybrid

(soil delineations land cover geologyparent material)

bull Based on the scale support size bull Multiscale single scale bull Area (irregular) support block support point support

Towards Global Soil Information activities within the GEO Task Global Soil Data

Examples

Towards Global Soil Information activities within the GEO Task Global Soil Data

Functionality to access

bull querying for a single value from a defined covariate map (sample)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=sampler_local1pt_nogmlampdatainputs=[x=113y=121inRastername=biocl15]

bull querying for millions of values from a defined covariate map

bull extraction of a defined subset from a defined covariate map (subset)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=subsetampdatainputs=[bbox=25254040inRastername=biocl15]ampresponsedocument=OutData=asreference=true

bull creating of an overlay of a user specified zone grid and a defined covariate map (zonalstats)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=overlayampdatainputs=[inRastername=globedeminZone=httpftpisricorgshortztesttifstype=sd]ampresponsedocument=OutData=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

R-function in GSIF R library ArcGIS GSIF Toolbox

SCHannes IReuter 2011

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Visualisations

Towards Global Soil Information activities within the GEO Task Global Soil Data

SC Minasny amp Malone 2011)

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

bull httpwpsglobalsoilmapnetpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=splineampdatainputs=[var=005sep=mxd=200lambda=01data=http8116917163twoproftxt]

bull ampresponsedocument=spline=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information

SCReuter Lennars Inakwu 2011

wwwglobalsoilmapnet

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Slide credit Tom Hengl 2011

Analysis of Legacy Data for Africa

ISRIC is developing multi-scale methods for harmonizing soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

pHwater (0-20cm) for dominant soil component in Senegal and the Gambia (SOTWIS)

Source ISRIC_Report_2008_05pdf

Analysis of Legacy Data for Africa

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Conclusions

bull GSIF is a framework for enhancing collating harmonizing and use of soil and covariate data to - storagerescue of legacy data - assist production of added value global soil information at

various resolutions

bull using collaborative cooperation which brings in the required soil knowledge from local participants ndash Training ISRIC

bull Components - Soil Property Maps OpenSoilProfile Worldgridsorg - GSIF Packages GSIF Manual

httpwwwisricorgservicestraining-and-education

Think globally ndash Act locally We can do this ndash through collaboration and sharing of information

  • Global Soil Information Facilities - current status -
  • Slide Number 2
  • WISE Database
  • ISRICs - Objectives
  • GSIF - Objective
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Why do we need SoilProfileorg
  • Slide Number 10
  • Search Screen
  • Search Screen ndash via GeoNames and Extent
  • Slide Number 13
  • Results (100km)
  • Results (100km) ndash One Example
  • Template Selection and Editing (like your online banking)
  • Template Selection and Editing ndash select YOUR propertiesmethods and where to show them
  • Add Edit Function Add Edit Delete Reload Map Inline Editing
  • Edit additional properties
  • 2012 AfSP 3rd version 12500 profiles
  • Slide Number 21
  • Why do we need global covariates
  • Classification of covariates
  • Examples
  • Functionality to access
  • R-function in GSIF R libraryArcGIS GSIF Toolbox
  • Slide Number 27
  • Facilitating Soil Production - Visualisations
  • Slide Number 29
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Conclusions
  • Think globally ndash Act locallyWe can do this ndash through collaboration and sharing of information
Page 11: Global Soil Information Facilities - current status - HI Reuter T Hengl G Heuvelink NH Batjes J Leenaars P Tempel P Bindraban

Towards Global Soil Information activities within the GEO Task Global Soil Data

Search Screen

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Search Screen ndash via GeoNames and Extent

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Results (100km)

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Results (100km) ndash One Example

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Template Selection and Editing (like your online banking)

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Template Selection and Editing ndash select YOUR propertiesmethods and where to show them

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

httpsoilprofileorg

Add Edit Function Add Edit Delete Reload Map Inline Editing

Towards Global Soil Information activities within the GEO Task Global Soil Data

Edit additional properties

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

2012 AfSP 3rd version 12500 profiles

Malawi

Ethiopia

Ivory Coast

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Why do we need global covariates

bull Objective Worldgrids is a (de)-central repository for collecting storing accessing and interacting with gridded data sets of global covariate data

bull Rationale Worldgrid is a part of a larger GSIF It is the physical implementation of the expectation that ISRIC would lead and coordinate a project to assemble a core data set of global environmental covariates to (partly) support local efforts to produce global soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data

Classification of covariates

bull Based on the variable type bull CLORPT-based predictors Process-based estimates

(deterministic) bull Continuous categorical

bull Based on the data source

bull Physical measurements (direct) estimates (indirect) bull DEM-based Remote sensing (spectral) Human-derived or hybrid

(soil delineations land cover geologyparent material)

bull Based on the scale support size bull Multiscale single scale bull Area (irregular) support block support point support

Towards Global Soil Information activities within the GEO Task Global Soil Data

Examples

Towards Global Soil Information activities within the GEO Task Global Soil Data

Functionality to access

bull querying for a single value from a defined covariate map (sample)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=sampler_local1pt_nogmlampdatainputs=[x=113y=121inRastername=biocl15]

bull querying for millions of values from a defined covariate map

bull extraction of a defined subset from a defined covariate map (subset)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=subsetampdatainputs=[bbox=25254040inRastername=biocl15]ampresponsedocument=OutData=asreference=true

bull creating of an overlay of a user specified zone grid and a defined covariate map (zonalstats)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=overlayampdatainputs=[inRastername=globedeminZone=httpftpisricorgshortztesttifstype=sd]ampresponsedocument=OutData=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

R-function in GSIF R library ArcGIS GSIF Toolbox

SCHannes IReuter 2011

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Visualisations

Towards Global Soil Information activities within the GEO Task Global Soil Data

SC Minasny amp Malone 2011)

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

bull httpwpsglobalsoilmapnetpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=splineampdatainputs=[var=005sep=mxd=200lambda=01data=http8116917163twoproftxt]

bull ampresponsedocument=spline=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information

SCReuter Lennars Inakwu 2011

wwwglobalsoilmapnet

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Slide credit Tom Hengl 2011

Analysis of Legacy Data for Africa

ISRIC is developing multi-scale methods for harmonizing soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

pHwater (0-20cm) for dominant soil component in Senegal and the Gambia (SOTWIS)

Source ISRIC_Report_2008_05pdf

Analysis of Legacy Data for Africa

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Conclusions

bull GSIF is a framework for enhancing collating harmonizing and use of soil and covariate data to - storagerescue of legacy data - assist production of added value global soil information at

various resolutions

bull using collaborative cooperation which brings in the required soil knowledge from local participants ndash Training ISRIC

bull Components - Soil Property Maps OpenSoilProfile Worldgridsorg - GSIF Packages GSIF Manual

httpwwwisricorgservicestraining-and-education

Think globally ndash Act locally We can do this ndash through collaboration and sharing of information

  • Global Soil Information Facilities - current status -
  • Slide Number 2
  • WISE Database
  • ISRICs - Objectives
  • GSIF - Objective
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Why do we need SoilProfileorg
  • Slide Number 10
  • Search Screen
  • Search Screen ndash via GeoNames and Extent
  • Slide Number 13
  • Results (100km)
  • Results (100km) ndash One Example
  • Template Selection and Editing (like your online banking)
  • Template Selection and Editing ndash select YOUR propertiesmethods and where to show them
  • Add Edit Function Add Edit Delete Reload Map Inline Editing
  • Edit additional properties
  • 2012 AfSP 3rd version 12500 profiles
  • Slide Number 21
  • Why do we need global covariates
  • Classification of covariates
  • Examples
  • Functionality to access
  • R-function in GSIF R libraryArcGIS GSIF Toolbox
  • Slide Number 27
  • Facilitating Soil Production - Visualisations
  • Slide Number 29
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Conclusions
  • Think globally ndash Act locallyWe can do this ndash through collaboration and sharing of information
Page 12: Global Soil Information Facilities - current status - HI Reuter T Hengl G Heuvelink NH Batjes J Leenaars P Tempel P Bindraban

Towards Global Soil Information activities within the GEO Task Global Soil Data

Search Screen ndash via GeoNames and Extent

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Results (100km)

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Results (100km) ndash One Example

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Template Selection and Editing (like your online banking)

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Template Selection and Editing ndash select YOUR propertiesmethods and where to show them

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

httpsoilprofileorg

Add Edit Function Add Edit Delete Reload Map Inline Editing

Towards Global Soil Information activities within the GEO Task Global Soil Data

Edit additional properties

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

2012 AfSP 3rd version 12500 profiles

Malawi

Ethiopia

Ivory Coast

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Why do we need global covariates

bull Objective Worldgrids is a (de)-central repository for collecting storing accessing and interacting with gridded data sets of global covariate data

bull Rationale Worldgrid is a part of a larger GSIF It is the physical implementation of the expectation that ISRIC would lead and coordinate a project to assemble a core data set of global environmental covariates to (partly) support local efforts to produce global soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data

Classification of covariates

bull Based on the variable type bull CLORPT-based predictors Process-based estimates

(deterministic) bull Continuous categorical

bull Based on the data source

bull Physical measurements (direct) estimates (indirect) bull DEM-based Remote sensing (spectral) Human-derived or hybrid

(soil delineations land cover geologyparent material)

bull Based on the scale support size bull Multiscale single scale bull Area (irregular) support block support point support

Towards Global Soil Information activities within the GEO Task Global Soil Data

Examples

Towards Global Soil Information activities within the GEO Task Global Soil Data

Functionality to access

bull querying for a single value from a defined covariate map (sample)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=sampler_local1pt_nogmlampdatainputs=[x=113y=121inRastername=biocl15]

bull querying for millions of values from a defined covariate map

bull extraction of a defined subset from a defined covariate map (subset)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=subsetampdatainputs=[bbox=25254040inRastername=biocl15]ampresponsedocument=OutData=asreference=true

bull creating of an overlay of a user specified zone grid and a defined covariate map (zonalstats)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=overlayampdatainputs=[inRastername=globedeminZone=httpftpisricorgshortztesttifstype=sd]ampresponsedocument=OutData=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

R-function in GSIF R library ArcGIS GSIF Toolbox

SCHannes IReuter 2011

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Visualisations

Towards Global Soil Information activities within the GEO Task Global Soil Data

SC Minasny amp Malone 2011)

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

bull httpwpsglobalsoilmapnetpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=splineampdatainputs=[var=005sep=mxd=200lambda=01data=http8116917163twoproftxt]

bull ampresponsedocument=spline=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information

SCReuter Lennars Inakwu 2011

wwwglobalsoilmapnet

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Slide credit Tom Hengl 2011

Analysis of Legacy Data for Africa

ISRIC is developing multi-scale methods for harmonizing soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

pHwater (0-20cm) for dominant soil component in Senegal and the Gambia (SOTWIS)

Source ISRIC_Report_2008_05pdf

Analysis of Legacy Data for Africa

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Conclusions

bull GSIF is a framework for enhancing collating harmonizing and use of soil and covariate data to - storagerescue of legacy data - assist production of added value global soil information at

various resolutions

bull using collaborative cooperation which brings in the required soil knowledge from local participants ndash Training ISRIC

bull Components - Soil Property Maps OpenSoilProfile Worldgridsorg - GSIF Packages GSIF Manual

httpwwwisricorgservicestraining-and-education

Think globally ndash Act locally We can do this ndash through collaboration and sharing of information

  • Global Soil Information Facilities - current status -
  • Slide Number 2
  • WISE Database
  • ISRICs - Objectives
  • GSIF - Objective
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Why do we need SoilProfileorg
  • Slide Number 10
  • Search Screen
  • Search Screen ndash via GeoNames and Extent
  • Slide Number 13
  • Results (100km)
  • Results (100km) ndash One Example
  • Template Selection and Editing (like your online banking)
  • Template Selection and Editing ndash select YOUR propertiesmethods and where to show them
  • Add Edit Function Add Edit Delete Reload Map Inline Editing
  • Edit additional properties
  • 2012 AfSP 3rd version 12500 profiles
  • Slide Number 21
  • Why do we need global covariates
  • Classification of covariates
  • Examples
  • Functionality to access
  • R-function in GSIF R libraryArcGIS GSIF Toolbox
  • Slide Number 27
  • Facilitating Soil Production - Visualisations
  • Slide Number 29
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Conclusions
  • Think globally ndash Act locallyWe can do this ndash through collaboration and sharing of information
Page 13: Global Soil Information Facilities - current status - HI Reuter T Hengl G Heuvelink NH Batjes J Leenaars P Tempel P Bindraban

Towards Global Soil Information activities within the GEO Task Global Soil Data

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Results (100km)

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Results (100km) ndash One Example

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Template Selection and Editing (like your online banking)

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Template Selection and Editing ndash select YOUR propertiesmethods and where to show them

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

httpsoilprofileorg

Add Edit Function Add Edit Delete Reload Map Inline Editing

Towards Global Soil Information activities within the GEO Task Global Soil Data

Edit additional properties

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

2012 AfSP 3rd version 12500 profiles

Malawi

Ethiopia

Ivory Coast

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Why do we need global covariates

bull Objective Worldgrids is a (de)-central repository for collecting storing accessing and interacting with gridded data sets of global covariate data

bull Rationale Worldgrid is a part of a larger GSIF It is the physical implementation of the expectation that ISRIC would lead and coordinate a project to assemble a core data set of global environmental covariates to (partly) support local efforts to produce global soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data

Classification of covariates

bull Based on the variable type bull CLORPT-based predictors Process-based estimates

(deterministic) bull Continuous categorical

bull Based on the data source

bull Physical measurements (direct) estimates (indirect) bull DEM-based Remote sensing (spectral) Human-derived or hybrid

(soil delineations land cover geologyparent material)

bull Based on the scale support size bull Multiscale single scale bull Area (irregular) support block support point support

Towards Global Soil Information activities within the GEO Task Global Soil Data

Examples

Towards Global Soil Information activities within the GEO Task Global Soil Data

Functionality to access

bull querying for a single value from a defined covariate map (sample)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=sampler_local1pt_nogmlampdatainputs=[x=113y=121inRastername=biocl15]

bull querying for millions of values from a defined covariate map

bull extraction of a defined subset from a defined covariate map (subset)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=subsetampdatainputs=[bbox=25254040inRastername=biocl15]ampresponsedocument=OutData=asreference=true

bull creating of an overlay of a user specified zone grid and a defined covariate map (zonalstats)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=overlayampdatainputs=[inRastername=globedeminZone=httpftpisricorgshortztesttifstype=sd]ampresponsedocument=OutData=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

R-function in GSIF R library ArcGIS GSIF Toolbox

SCHannes IReuter 2011

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Visualisations

Towards Global Soil Information activities within the GEO Task Global Soil Data

SC Minasny amp Malone 2011)

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

bull httpwpsglobalsoilmapnetpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=splineampdatainputs=[var=005sep=mxd=200lambda=01data=http8116917163twoproftxt]

bull ampresponsedocument=spline=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information

SCReuter Lennars Inakwu 2011

wwwglobalsoilmapnet

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Slide credit Tom Hengl 2011

Analysis of Legacy Data for Africa

ISRIC is developing multi-scale methods for harmonizing soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

pHwater (0-20cm) for dominant soil component in Senegal and the Gambia (SOTWIS)

Source ISRIC_Report_2008_05pdf

Analysis of Legacy Data for Africa

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Conclusions

bull GSIF is a framework for enhancing collating harmonizing and use of soil and covariate data to - storagerescue of legacy data - assist production of added value global soil information at

various resolutions

bull using collaborative cooperation which brings in the required soil knowledge from local participants ndash Training ISRIC

bull Components - Soil Property Maps OpenSoilProfile Worldgridsorg - GSIF Packages GSIF Manual

httpwwwisricorgservicestraining-and-education

Think globally ndash Act locally We can do this ndash through collaboration and sharing of information

  • Global Soil Information Facilities - current status -
  • Slide Number 2
  • WISE Database
  • ISRICs - Objectives
  • GSIF - Objective
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Why do we need SoilProfileorg
  • Slide Number 10
  • Search Screen
  • Search Screen ndash via GeoNames and Extent
  • Slide Number 13
  • Results (100km)
  • Results (100km) ndash One Example
  • Template Selection and Editing (like your online banking)
  • Template Selection and Editing ndash select YOUR propertiesmethods and where to show them
  • Add Edit Function Add Edit Delete Reload Map Inline Editing
  • Edit additional properties
  • 2012 AfSP 3rd version 12500 profiles
  • Slide Number 21
  • Why do we need global covariates
  • Classification of covariates
  • Examples
  • Functionality to access
  • R-function in GSIF R libraryArcGIS GSIF Toolbox
  • Slide Number 27
  • Facilitating Soil Production - Visualisations
  • Slide Number 29
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Conclusions
  • Think globally ndash Act locallyWe can do this ndash through collaboration and sharing of information
Page 14: Global Soil Information Facilities - current status - HI Reuter T Hengl G Heuvelink NH Batjes J Leenaars P Tempel P Bindraban

Towards Global Soil Information activities within the GEO Task Global Soil Data

Results (100km)

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Results (100km) ndash One Example

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Template Selection and Editing (like your online banking)

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Template Selection and Editing ndash select YOUR propertiesmethods and where to show them

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

httpsoilprofileorg

Add Edit Function Add Edit Delete Reload Map Inline Editing

Towards Global Soil Information activities within the GEO Task Global Soil Data

Edit additional properties

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

2012 AfSP 3rd version 12500 profiles

Malawi

Ethiopia

Ivory Coast

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Why do we need global covariates

bull Objective Worldgrids is a (de)-central repository for collecting storing accessing and interacting with gridded data sets of global covariate data

bull Rationale Worldgrid is a part of a larger GSIF It is the physical implementation of the expectation that ISRIC would lead and coordinate a project to assemble a core data set of global environmental covariates to (partly) support local efforts to produce global soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data

Classification of covariates

bull Based on the variable type bull CLORPT-based predictors Process-based estimates

(deterministic) bull Continuous categorical

bull Based on the data source

bull Physical measurements (direct) estimates (indirect) bull DEM-based Remote sensing (spectral) Human-derived or hybrid

(soil delineations land cover geologyparent material)

bull Based on the scale support size bull Multiscale single scale bull Area (irregular) support block support point support

Towards Global Soil Information activities within the GEO Task Global Soil Data

Examples

Towards Global Soil Information activities within the GEO Task Global Soil Data

Functionality to access

bull querying for a single value from a defined covariate map (sample)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=sampler_local1pt_nogmlampdatainputs=[x=113y=121inRastername=biocl15]

bull querying for millions of values from a defined covariate map

bull extraction of a defined subset from a defined covariate map (subset)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=subsetampdatainputs=[bbox=25254040inRastername=biocl15]ampresponsedocument=OutData=asreference=true

bull creating of an overlay of a user specified zone grid and a defined covariate map (zonalstats)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=overlayampdatainputs=[inRastername=globedeminZone=httpftpisricorgshortztesttifstype=sd]ampresponsedocument=OutData=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

R-function in GSIF R library ArcGIS GSIF Toolbox

SCHannes IReuter 2011

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Visualisations

Towards Global Soil Information activities within the GEO Task Global Soil Data

SC Minasny amp Malone 2011)

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

bull httpwpsglobalsoilmapnetpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=splineampdatainputs=[var=005sep=mxd=200lambda=01data=http8116917163twoproftxt]

bull ampresponsedocument=spline=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information

SCReuter Lennars Inakwu 2011

wwwglobalsoilmapnet

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Slide credit Tom Hengl 2011

Analysis of Legacy Data for Africa

ISRIC is developing multi-scale methods for harmonizing soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

pHwater (0-20cm) for dominant soil component in Senegal and the Gambia (SOTWIS)

Source ISRIC_Report_2008_05pdf

Analysis of Legacy Data for Africa

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Conclusions

bull GSIF is a framework for enhancing collating harmonizing and use of soil and covariate data to - storagerescue of legacy data - assist production of added value global soil information at

various resolutions

bull using collaborative cooperation which brings in the required soil knowledge from local participants ndash Training ISRIC

bull Components - Soil Property Maps OpenSoilProfile Worldgridsorg - GSIF Packages GSIF Manual

httpwwwisricorgservicestraining-and-education

Think globally ndash Act locally We can do this ndash through collaboration and sharing of information

  • Global Soil Information Facilities - current status -
  • Slide Number 2
  • WISE Database
  • ISRICs - Objectives
  • GSIF - Objective
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Why do we need SoilProfileorg
  • Slide Number 10
  • Search Screen
  • Search Screen ndash via GeoNames and Extent
  • Slide Number 13
  • Results (100km)
  • Results (100km) ndash One Example
  • Template Selection and Editing (like your online banking)
  • Template Selection and Editing ndash select YOUR propertiesmethods and where to show them
  • Add Edit Function Add Edit Delete Reload Map Inline Editing
  • Edit additional properties
  • 2012 AfSP 3rd version 12500 profiles
  • Slide Number 21
  • Why do we need global covariates
  • Classification of covariates
  • Examples
  • Functionality to access
  • R-function in GSIF R libraryArcGIS GSIF Toolbox
  • Slide Number 27
  • Facilitating Soil Production - Visualisations
  • Slide Number 29
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Conclusions
  • Think globally ndash Act locallyWe can do this ndash through collaboration and sharing of information
Page 15: Global Soil Information Facilities - current status - HI Reuter T Hengl G Heuvelink NH Batjes J Leenaars P Tempel P Bindraban

Towards Global Soil Information activities within the GEO Task Global Soil Data

Results (100km) ndash One Example

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Template Selection and Editing (like your online banking)

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Template Selection and Editing ndash select YOUR propertiesmethods and where to show them

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

httpsoilprofileorg

Add Edit Function Add Edit Delete Reload Map Inline Editing

Towards Global Soil Information activities within the GEO Task Global Soil Data

Edit additional properties

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

2012 AfSP 3rd version 12500 profiles

Malawi

Ethiopia

Ivory Coast

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Why do we need global covariates

bull Objective Worldgrids is a (de)-central repository for collecting storing accessing and interacting with gridded data sets of global covariate data

bull Rationale Worldgrid is a part of a larger GSIF It is the physical implementation of the expectation that ISRIC would lead and coordinate a project to assemble a core data set of global environmental covariates to (partly) support local efforts to produce global soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data

Classification of covariates

bull Based on the variable type bull CLORPT-based predictors Process-based estimates

(deterministic) bull Continuous categorical

bull Based on the data source

bull Physical measurements (direct) estimates (indirect) bull DEM-based Remote sensing (spectral) Human-derived or hybrid

(soil delineations land cover geologyparent material)

bull Based on the scale support size bull Multiscale single scale bull Area (irregular) support block support point support

Towards Global Soil Information activities within the GEO Task Global Soil Data

Examples

Towards Global Soil Information activities within the GEO Task Global Soil Data

Functionality to access

bull querying for a single value from a defined covariate map (sample)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=sampler_local1pt_nogmlampdatainputs=[x=113y=121inRastername=biocl15]

bull querying for millions of values from a defined covariate map

bull extraction of a defined subset from a defined covariate map (subset)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=subsetampdatainputs=[bbox=25254040inRastername=biocl15]ampresponsedocument=OutData=asreference=true

bull creating of an overlay of a user specified zone grid and a defined covariate map (zonalstats)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=overlayampdatainputs=[inRastername=globedeminZone=httpftpisricorgshortztesttifstype=sd]ampresponsedocument=OutData=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

R-function in GSIF R library ArcGIS GSIF Toolbox

SCHannes IReuter 2011

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Visualisations

Towards Global Soil Information activities within the GEO Task Global Soil Data

SC Minasny amp Malone 2011)

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

bull httpwpsglobalsoilmapnetpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=splineampdatainputs=[var=005sep=mxd=200lambda=01data=http8116917163twoproftxt]

bull ampresponsedocument=spline=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information

SCReuter Lennars Inakwu 2011

wwwglobalsoilmapnet

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Slide credit Tom Hengl 2011

Analysis of Legacy Data for Africa

ISRIC is developing multi-scale methods for harmonizing soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

pHwater (0-20cm) for dominant soil component in Senegal and the Gambia (SOTWIS)

Source ISRIC_Report_2008_05pdf

Analysis of Legacy Data for Africa

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Conclusions

bull GSIF is a framework for enhancing collating harmonizing and use of soil and covariate data to - storagerescue of legacy data - assist production of added value global soil information at

various resolutions

bull using collaborative cooperation which brings in the required soil knowledge from local participants ndash Training ISRIC

bull Components - Soil Property Maps OpenSoilProfile Worldgridsorg - GSIF Packages GSIF Manual

httpwwwisricorgservicestraining-and-education

Think globally ndash Act locally We can do this ndash through collaboration and sharing of information

  • Global Soil Information Facilities - current status -
  • Slide Number 2
  • WISE Database
  • ISRICs - Objectives
  • GSIF - Objective
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Why do we need SoilProfileorg
  • Slide Number 10
  • Search Screen
  • Search Screen ndash via GeoNames and Extent
  • Slide Number 13
  • Results (100km)
  • Results (100km) ndash One Example
  • Template Selection and Editing (like your online banking)
  • Template Selection and Editing ndash select YOUR propertiesmethods and where to show them
  • Add Edit Function Add Edit Delete Reload Map Inline Editing
  • Edit additional properties
  • 2012 AfSP 3rd version 12500 profiles
  • Slide Number 21
  • Why do we need global covariates
  • Classification of covariates
  • Examples
  • Functionality to access
  • R-function in GSIF R libraryArcGIS GSIF Toolbox
  • Slide Number 27
  • Facilitating Soil Production - Visualisations
  • Slide Number 29
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Conclusions
  • Think globally ndash Act locallyWe can do this ndash through collaboration and sharing of information
Page 16: Global Soil Information Facilities - current status - HI Reuter T Hengl G Heuvelink NH Batjes J Leenaars P Tempel P Bindraban

Towards Global Soil Information activities within the GEO Task Global Soil Data

Template Selection and Editing (like your online banking)

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Template Selection and Editing ndash select YOUR propertiesmethods and where to show them

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

httpsoilprofileorg

Add Edit Function Add Edit Delete Reload Map Inline Editing

Towards Global Soil Information activities within the GEO Task Global Soil Data

Edit additional properties

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

2012 AfSP 3rd version 12500 profiles

Malawi

Ethiopia

Ivory Coast

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Why do we need global covariates

bull Objective Worldgrids is a (de)-central repository for collecting storing accessing and interacting with gridded data sets of global covariate data

bull Rationale Worldgrid is a part of a larger GSIF It is the physical implementation of the expectation that ISRIC would lead and coordinate a project to assemble a core data set of global environmental covariates to (partly) support local efforts to produce global soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data

Classification of covariates

bull Based on the variable type bull CLORPT-based predictors Process-based estimates

(deterministic) bull Continuous categorical

bull Based on the data source

bull Physical measurements (direct) estimates (indirect) bull DEM-based Remote sensing (spectral) Human-derived or hybrid

(soil delineations land cover geologyparent material)

bull Based on the scale support size bull Multiscale single scale bull Area (irregular) support block support point support

Towards Global Soil Information activities within the GEO Task Global Soil Data

Examples

Towards Global Soil Information activities within the GEO Task Global Soil Data

Functionality to access

bull querying for a single value from a defined covariate map (sample)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=sampler_local1pt_nogmlampdatainputs=[x=113y=121inRastername=biocl15]

bull querying for millions of values from a defined covariate map

bull extraction of a defined subset from a defined covariate map (subset)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=subsetampdatainputs=[bbox=25254040inRastername=biocl15]ampresponsedocument=OutData=asreference=true

bull creating of an overlay of a user specified zone grid and a defined covariate map (zonalstats)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=overlayampdatainputs=[inRastername=globedeminZone=httpftpisricorgshortztesttifstype=sd]ampresponsedocument=OutData=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

R-function in GSIF R library ArcGIS GSIF Toolbox

SCHannes IReuter 2011

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Visualisations

Towards Global Soil Information activities within the GEO Task Global Soil Data

SC Minasny amp Malone 2011)

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

bull httpwpsglobalsoilmapnetpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=splineampdatainputs=[var=005sep=mxd=200lambda=01data=http8116917163twoproftxt]

bull ampresponsedocument=spline=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information

SCReuter Lennars Inakwu 2011

wwwglobalsoilmapnet

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Slide credit Tom Hengl 2011

Analysis of Legacy Data for Africa

ISRIC is developing multi-scale methods for harmonizing soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

pHwater (0-20cm) for dominant soil component in Senegal and the Gambia (SOTWIS)

Source ISRIC_Report_2008_05pdf

Analysis of Legacy Data for Africa

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Conclusions

bull GSIF is a framework for enhancing collating harmonizing and use of soil and covariate data to - storagerescue of legacy data - assist production of added value global soil information at

various resolutions

bull using collaborative cooperation which brings in the required soil knowledge from local participants ndash Training ISRIC

bull Components - Soil Property Maps OpenSoilProfile Worldgridsorg - GSIF Packages GSIF Manual

httpwwwisricorgservicestraining-and-education

Think globally ndash Act locally We can do this ndash through collaboration and sharing of information

  • Global Soil Information Facilities - current status -
  • Slide Number 2
  • WISE Database
  • ISRICs - Objectives
  • GSIF - Objective
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Why do we need SoilProfileorg
  • Slide Number 10
  • Search Screen
  • Search Screen ndash via GeoNames and Extent
  • Slide Number 13
  • Results (100km)
  • Results (100km) ndash One Example
  • Template Selection and Editing (like your online banking)
  • Template Selection and Editing ndash select YOUR propertiesmethods and where to show them
  • Add Edit Function Add Edit Delete Reload Map Inline Editing
  • Edit additional properties
  • 2012 AfSP 3rd version 12500 profiles
  • Slide Number 21
  • Why do we need global covariates
  • Classification of covariates
  • Examples
  • Functionality to access
  • R-function in GSIF R libraryArcGIS GSIF Toolbox
  • Slide Number 27
  • Facilitating Soil Production - Visualisations
  • Slide Number 29
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Conclusions
  • Think globally ndash Act locallyWe can do this ndash through collaboration and sharing of information
Page 17: Global Soil Information Facilities - current status - HI Reuter T Hengl G Heuvelink NH Batjes J Leenaars P Tempel P Bindraban

Towards Global Soil Information activities within the GEO Task Global Soil Data

Template Selection and Editing ndash select YOUR propertiesmethods and where to show them

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

httpsoilprofileorg

Add Edit Function Add Edit Delete Reload Map Inline Editing

Towards Global Soil Information activities within the GEO Task Global Soil Data

Edit additional properties

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

2012 AfSP 3rd version 12500 profiles

Malawi

Ethiopia

Ivory Coast

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Why do we need global covariates

bull Objective Worldgrids is a (de)-central repository for collecting storing accessing and interacting with gridded data sets of global covariate data

bull Rationale Worldgrid is a part of a larger GSIF It is the physical implementation of the expectation that ISRIC would lead and coordinate a project to assemble a core data set of global environmental covariates to (partly) support local efforts to produce global soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data

Classification of covariates

bull Based on the variable type bull CLORPT-based predictors Process-based estimates

(deterministic) bull Continuous categorical

bull Based on the data source

bull Physical measurements (direct) estimates (indirect) bull DEM-based Remote sensing (spectral) Human-derived or hybrid

(soil delineations land cover geologyparent material)

bull Based on the scale support size bull Multiscale single scale bull Area (irregular) support block support point support

Towards Global Soil Information activities within the GEO Task Global Soil Data

Examples

Towards Global Soil Information activities within the GEO Task Global Soil Data

Functionality to access

bull querying for a single value from a defined covariate map (sample)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=sampler_local1pt_nogmlampdatainputs=[x=113y=121inRastername=biocl15]

bull querying for millions of values from a defined covariate map

bull extraction of a defined subset from a defined covariate map (subset)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=subsetampdatainputs=[bbox=25254040inRastername=biocl15]ampresponsedocument=OutData=asreference=true

bull creating of an overlay of a user specified zone grid and a defined covariate map (zonalstats)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=overlayampdatainputs=[inRastername=globedeminZone=httpftpisricorgshortztesttifstype=sd]ampresponsedocument=OutData=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

R-function in GSIF R library ArcGIS GSIF Toolbox

SCHannes IReuter 2011

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Visualisations

Towards Global Soil Information activities within the GEO Task Global Soil Data

SC Minasny amp Malone 2011)

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

bull httpwpsglobalsoilmapnetpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=splineampdatainputs=[var=005sep=mxd=200lambda=01data=http8116917163twoproftxt]

bull ampresponsedocument=spline=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information

SCReuter Lennars Inakwu 2011

wwwglobalsoilmapnet

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Slide credit Tom Hengl 2011

Analysis of Legacy Data for Africa

ISRIC is developing multi-scale methods for harmonizing soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

pHwater (0-20cm) for dominant soil component in Senegal and the Gambia (SOTWIS)

Source ISRIC_Report_2008_05pdf

Analysis of Legacy Data for Africa

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Conclusions

bull GSIF is a framework for enhancing collating harmonizing and use of soil and covariate data to - storagerescue of legacy data - assist production of added value global soil information at

various resolutions

bull using collaborative cooperation which brings in the required soil knowledge from local participants ndash Training ISRIC

bull Components - Soil Property Maps OpenSoilProfile Worldgridsorg - GSIF Packages GSIF Manual

httpwwwisricorgservicestraining-and-education

Think globally ndash Act locally We can do this ndash through collaboration and sharing of information

  • Global Soil Information Facilities - current status -
  • Slide Number 2
  • WISE Database
  • ISRICs - Objectives
  • GSIF - Objective
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Why do we need SoilProfileorg
  • Slide Number 10
  • Search Screen
  • Search Screen ndash via GeoNames and Extent
  • Slide Number 13
  • Results (100km)
  • Results (100km) ndash One Example
  • Template Selection and Editing (like your online banking)
  • Template Selection and Editing ndash select YOUR propertiesmethods and where to show them
  • Add Edit Function Add Edit Delete Reload Map Inline Editing
  • Edit additional properties
  • 2012 AfSP 3rd version 12500 profiles
  • Slide Number 21
  • Why do we need global covariates
  • Classification of covariates
  • Examples
  • Functionality to access
  • R-function in GSIF R libraryArcGIS GSIF Toolbox
  • Slide Number 27
  • Facilitating Soil Production - Visualisations
  • Slide Number 29
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Conclusions
  • Think globally ndash Act locallyWe can do this ndash through collaboration and sharing of information
Page 18: Global Soil Information Facilities - current status - HI Reuter T Hengl G Heuvelink NH Batjes J Leenaars P Tempel P Bindraban

Towards Global Soil Information activities within the GEO Task Global Soil Data

httpsoilprofileorg

Add Edit Function Add Edit Delete Reload Map Inline Editing

Towards Global Soil Information activities within the GEO Task Global Soil Data

Edit additional properties

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

2012 AfSP 3rd version 12500 profiles

Malawi

Ethiopia

Ivory Coast

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Why do we need global covariates

bull Objective Worldgrids is a (de)-central repository for collecting storing accessing and interacting with gridded data sets of global covariate data

bull Rationale Worldgrid is a part of a larger GSIF It is the physical implementation of the expectation that ISRIC would lead and coordinate a project to assemble a core data set of global environmental covariates to (partly) support local efforts to produce global soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data

Classification of covariates

bull Based on the variable type bull CLORPT-based predictors Process-based estimates

(deterministic) bull Continuous categorical

bull Based on the data source

bull Physical measurements (direct) estimates (indirect) bull DEM-based Remote sensing (spectral) Human-derived or hybrid

(soil delineations land cover geologyparent material)

bull Based on the scale support size bull Multiscale single scale bull Area (irregular) support block support point support

Towards Global Soil Information activities within the GEO Task Global Soil Data

Examples

Towards Global Soil Information activities within the GEO Task Global Soil Data

Functionality to access

bull querying for a single value from a defined covariate map (sample)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=sampler_local1pt_nogmlampdatainputs=[x=113y=121inRastername=biocl15]

bull querying for millions of values from a defined covariate map

bull extraction of a defined subset from a defined covariate map (subset)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=subsetampdatainputs=[bbox=25254040inRastername=biocl15]ampresponsedocument=OutData=asreference=true

bull creating of an overlay of a user specified zone grid and a defined covariate map (zonalstats)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=overlayampdatainputs=[inRastername=globedeminZone=httpftpisricorgshortztesttifstype=sd]ampresponsedocument=OutData=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

R-function in GSIF R library ArcGIS GSIF Toolbox

SCHannes IReuter 2011

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Visualisations

Towards Global Soil Information activities within the GEO Task Global Soil Data

SC Minasny amp Malone 2011)

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

bull httpwpsglobalsoilmapnetpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=splineampdatainputs=[var=005sep=mxd=200lambda=01data=http8116917163twoproftxt]

bull ampresponsedocument=spline=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information

SCReuter Lennars Inakwu 2011

wwwglobalsoilmapnet

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Slide credit Tom Hengl 2011

Analysis of Legacy Data for Africa

ISRIC is developing multi-scale methods for harmonizing soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

pHwater (0-20cm) for dominant soil component in Senegal and the Gambia (SOTWIS)

Source ISRIC_Report_2008_05pdf

Analysis of Legacy Data for Africa

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Conclusions

bull GSIF is a framework for enhancing collating harmonizing and use of soil and covariate data to - storagerescue of legacy data - assist production of added value global soil information at

various resolutions

bull using collaborative cooperation which brings in the required soil knowledge from local participants ndash Training ISRIC

bull Components - Soil Property Maps OpenSoilProfile Worldgridsorg - GSIF Packages GSIF Manual

httpwwwisricorgservicestraining-and-education

Think globally ndash Act locally We can do this ndash through collaboration and sharing of information

  • Global Soil Information Facilities - current status -
  • Slide Number 2
  • WISE Database
  • ISRICs - Objectives
  • GSIF - Objective
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Why do we need SoilProfileorg
  • Slide Number 10
  • Search Screen
  • Search Screen ndash via GeoNames and Extent
  • Slide Number 13
  • Results (100km)
  • Results (100km) ndash One Example
  • Template Selection and Editing (like your online banking)
  • Template Selection and Editing ndash select YOUR propertiesmethods and where to show them
  • Add Edit Function Add Edit Delete Reload Map Inline Editing
  • Edit additional properties
  • 2012 AfSP 3rd version 12500 profiles
  • Slide Number 21
  • Why do we need global covariates
  • Classification of covariates
  • Examples
  • Functionality to access
  • R-function in GSIF R libraryArcGIS GSIF Toolbox
  • Slide Number 27
  • Facilitating Soil Production - Visualisations
  • Slide Number 29
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Conclusions
  • Think globally ndash Act locallyWe can do this ndash through collaboration and sharing of information
Page 19: Global Soil Information Facilities - current status - HI Reuter T Hengl G Heuvelink NH Batjes J Leenaars P Tempel P Bindraban

Towards Global Soil Information activities within the GEO Task Global Soil Data

Edit additional properties

httpsoilprofileorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

2012 AfSP 3rd version 12500 profiles

Malawi

Ethiopia

Ivory Coast

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Why do we need global covariates

bull Objective Worldgrids is a (de)-central repository for collecting storing accessing and interacting with gridded data sets of global covariate data

bull Rationale Worldgrid is a part of a larger GSIF It is the physical implementation of the expectation that ISRIC would lead and coordinate a project to assemble a core data set of global environmental covariates to (partly) support local efforts to produce global soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data

Classification of covariates

bull Based on the variable type bull CLORPT-based predictors Process-based estimates

(deterministic) bull Continuous categorical

bull Based on the data source

bull Physical measurements (direct) estimates (indirect) bull DEM-based Remote sensing (spectral) Human-derived or hybrid

(soil delineations land cover geologyparent material)

bull Based on the scale support size bull Multiscale single scale bull Area (irregular) support block support point support

Towards Global Soil Information activities within the GEO Task Global Soil Data

Examples

Towards Global Soil Information activities within the GEO Task Global Soil Data

Functionality to access

bull querying for a single value from a defined covariate map (sample)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=sampler_local1pt_nogmlampdatainputs=[x=113y=121inRastername=biocl15]

bull querying for millions of values from a defined covariate map

bull extraction of a defined subset from a defined covariate map (subset)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=subsetampdatainputs=[bbox=25254040inRastername=biocl15]ampresponsedocument=OutData=asreference=true

bull creating of an overlay of a user specified zone grid and a defined covariate map (zonalstats)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=overlayampdatainputs=[inRastername=globedeminZone=httpftpisricorgshortztesttifstype=sd]ampresponsedocument=OutData=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

R-function in GSIF R library ArcGIS GSIF Toolbox

SCHannes IReuter 2011

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Visualisations

Towards Global Soil Information activities within the GEO Task Global Soil Data

SC Minasny amp Malone 2011)

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

bull httpwpsglobalsoilmapnetpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=splineampdatainputs=[var=005sep=mxd=200lambda=01data=http8116917163twoproftxt]

bull ampresponsedocument=spline=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information

SCReuter Lennars Inakwu 2011

wwwglobalsoilmapnet

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Slide credit Tom Hengl 2011

Analysis of Legacy Data for Africa

ISRIC is developing multi-scale methods for harmonizing soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

pHwater (0-20cm) for dominant soil component in Senegal and the Gambia (SOTWIS)

Source ISRIC_Report_2008_05pdf

Analysis of Legacy Data for Africa

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Conclusions

bull GSIF is a framework for enhancing collating harmonizing and use of soil and covariate data to - storagerescue of legacy data - assist production of added value global soil information at

various resolutions

bull using collaborative cooperation which brings in the required soil knowledge from local participants ndash Training ISRIC

bull Components - Soil Property Maps OpenSoilProfile Worldgridsorg - GSIF Packages GSIF Manual

httpwwwisricorgservicestraining-and-education

Think globally ndash Act locally We can do this ndash through collaboration and sharing of information

  • Global Soil Information Facilities - current status -
  • Slide Number 2
  • WISE Database
  • ISRICs - Objectives
  • GSIF - Objective
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Why do we need SoilProfileorg
  • Slide Number 10
  • Search Screen
  • Search Screen ndash via GeoNames and Extent
  • Slide Number 13
  • Results (100km)
  • Results (100km) ndash One Example
  • Template Selection and Editing (like your online banking)
  • Template Selection and Editing ndash select YOUR propertiesmethods and where to show them
  • Add Edit Function Add Edit Delete Reload Map Inline Editing
  • Edit additional properties
  • 2012 AfSP 3rd version 12500 profiles
  • Slide Number 21
  • Why do we need global covariates
  • Classification of covariates
  • Examples
  • Functionality to access
  • R-function in GSIF R libraryArcGIS GSIF Toolbox
  • Slide Number 27
  • Facilitating Soil Production - Visualisations
  • Slide Number 29
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Conclusions
  • Think globally ndash Act locallyWe can do this ndash through collaboration and sharing of information
Page 20: Global Soil Information Facilities - current status - HI Reuter T Hengl G Heuvelink NH Batjes J Leenaars P Tempel P Bindraban

Towards Global Soil Information activities within the GEO Task Global Soil Data

2012 AfSP 3rd version 12500 profiles

Malawi

Ethiopia

Ivory Coast

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Why do we need global covariates

bull Objective Worldgrids is a (de)-central repository for collecting storing accessing and interacting with gridded data sets of global covariate data

bull Rationale Worldgrid is a part of a larger GSIF It is the physical implementation of the expectation that ISRIC would lead and coordinate a project to assemble a core data set of global environmental covariates to (partly) support local efforts to produce global soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data

Classification of covariates

bull Based on the variable type bull CLORPT-based predictors Process-based estimates

(deterministic) bull Continuous categorical

bull Based on the data source

bull Physical measurements (direct) estimates (indirect) bull DEM-based Remote sensing (spectral) Human-derived or hybrid

(soil delineations land cover geologyparent material)

bull Based on the scale support size bull Multiscale single scale bull Area (irregular) support block support point support

Towards Global Soil Information activities within the GEO Task Global Soil Data

Examples

Towards Global Soil Information activities within the GEO Task Global Soil Data

Functionality to access

bull querying for a single value from a defined covariate map (sample)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=sampler_local1pt_nogmlampdatainputs=[x=113y=121inRastername=biocl15]

bull querying for millions of values from a defined covariate map

bull extraction of a defined subset from a defined covariate map (subset)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=subsetampdatainputs=[bbox=25254040inRastername=biocl15]ampresponsedocument=OutData=asreference=true

bull creating of an overlay of a user specified zone grid and a defined covariate map (zonalstats)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=overlayampdatainputs=[inRastername=globedeminZone=httpftpisricorgshortztesttifstype=sd]ampresponsedocument=OutData=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

R-function in GSIF R library ArcGIS GSIF Toolbox

SCHannes IReuter 2011

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Visualisations

Towards Global Soil Information activities within the GEO Task Global Soil Data

SC Minasny amp Malone 2011)

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

bull httpwpsglobalsoilmapnetpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=splineampdatainputs=[var=005sep=mxd=200lambda=01data=http8116917163twoproftxt]

bull ampresponsedocument=spline=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information

SCReuter Lennars Inakwu 2011

wwwglobalsoilmapnet

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Slide credit Tom Hengl 2011

Analysis of Legacy Data for Africa

ISRIC is developing multi-scale methods for harmonizing soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

pHwater (0-20cm) for dominant soil component in Senegal and the Gambia (SOTWIS)

Source ISRIC_Report_2008_05pdf

Analysis of Legacy Data for Africa

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Conclusions

bull GSIF is a framework for enhancing collating harmonizing and use of soil and covariate data to - storagerescue of legacy data - assist production of added value global soil information at

various resolutions

bull using collaborative cooperation which brings in the required soil knowledge from local participants ndash Training ISRIC

bull Components - Soil Property Maps OpenSoilProfile Worldgridsorg - GSIF Packages GSIF Manual

httpwwwisricorgservicestraining-and-education

Think globally ndash Act locally We can do this ndash through collaboration and sharing of information

  • Global Soil Information Facilities - current status -
  • Slide Number 2
  • WISE Database
  • ISRICs - Objectives
  • GSIF - Objective
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Why do we need SoilProfileorg
  • Slide Number 10
  • Search Screen
  • Search Screen ndash via GeoNames and Extent
  • Slide Number 13
  • Results (100km)
  • Results (100km) ndash One Example
  • Template Selection and Editing (like your online banking)
  • Template Selection and Editing ndash select YOUR propertiesmethods and where to show them
  • Add Edit Function Add Edit Delete Reload Map Inline Editing
  • Edit additional properties
  • 2012 AfSP 3rd version 12500 profiles
  • Slide Number 21
  • Why do we need global covariates
  • Classification of covariates
  • Examples
  • Functionality to access
  • R-function in GSIF R libraryArcGIS GSIF Toolbox
  • Slide Number 27
  • Facilitating Soil Production - Visualisations
  • Slide Number 29
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Conclusions
  • Think globally ndash Act locallyWe can do this ndash through collaboration and sharing of information
Page 21: Global Soil Information Facilities - current status - HI Reuter T Hengl G Heuvelink NH Batjes J Leenaars P Tempel P Bindraban

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Why do we need global covariates

bull Objective Worldgrids is a (de)-central repository for collecting storing accessing and interacting with gridded data sets of global covariate data

bull Rationale Worldgrid is a part of a larger GSIF It is the physical implementation of the expectation that ISRIC would lead and coordinate a project to assemble a core data set of global environmental covariates to (partly) support local efforts to produce global soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data

Classification of covariates

bull Based on the variable type bull CLORPT-based predictors Process-based estimates

(deterministic) bull Continuous categorical

bull Based on the data source

bull Physical measurements (direct) estimates (indirect) bull DEM-based Remote sensing (spectral) Human-derived or hybrid

(soil delineations land cover geologyparent material)

bull Based on the scale support size bull Multiscale single scale bull Area (irregular) support block support point support

Towards Global Soil Information activities within the GEO Task Global Soil Data

Examples

Towards Global Soil Information activities within the GEO Task Global Soil Data

Functionality to access

bull querying for a single value from a defined covariate map (sample)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=sampler_local1pt_nogmlampdatainputs=[x=113y=121inRastername=biocl15]

bull querying for millions of values from a defined covariate map

bull extraction of a defined subset from a defined covariate map (subset)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=subsetampdatainputs=[bbox=25254040inRastername=biocl15]ampresponsedocument=OutData=asreference=true

bull creating of an overlay of a user specified zone grid and a defined covariate map (zonalstats)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=overlayampdatainputs=[inRastername=globedeminZone=httpftpisricorgshortztesttifstype=sd]ampresponsedocument=OutData=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

R-function in GSIF R library ArcGIS GSIF Toolbox

SCHannes IReuter 2011

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Visualisations

Towards Global Soil Information activities within the GEO Task Global Soil Data

SC Minasny amp Malone 2011)

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

bull httpwpsglobalsoilmapnetpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=splineampdatainputs=[var=005sep=mxd=200lambda=01data=http8116917163twoproftxt]

bull ampresponsedocument=spline=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information

SCReuter Lennars Inakwu 2011

wwwglobalsoilmapnet

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Slide credit Tom Hengl 2011

Analysis of Legacy Data for Africa

ISRIC is developing multi-scale methods for harmonizing soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

pHwater (0-20cm) for dominant soil component in Senegal and the Gambia (SOTWIS)

Source ISRIC_Report_2008_05pdf

Analysis of Legacy Data for Africa

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Conclusions

bull GSIF is a framework for enhancing collating harmonizing and use of soil and covariate data to - storagerescue of legacy data - assist production of added value global soil information at

various resolutions

bull using collaborative cooperation which brings in the required soil knowledge from local participants ndash Training ISRIC

bull Components - Soil Property Maps OpenSoilProfile Worldgridsorg - GSIF Packages GSIF Manual

httpwwwisricorgservicestraining-and-education

Think globally ndash Act locally We can do this ndash through collaboration and sharing of information

  • Global Soil Information Facilities - current status -
  • Slide Number 2
  • WISE Database
  • ISRICs - Objectives
  • GSIF - Objective
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Why do we need SoilProfileorg
  • Slide Number 10
  • Search Screen
  • Search Screen ndash via GeoNames and Extent
  • Slide Number 13
  • Results (100km)
  • Results (100km) ndash One Example
  • Template Selection and Editing (like your online banking)
  • Template Selection and Editing ndash select YOUR propertiesmethods and where to show them
  • Add Edit Function Add Edit Delete Reload Map Inline Editing
  • Edit additional properties
  • 2012 AfSP 3rd version 12500 profiles
  • Slide Number 21
  • Why do we need global covariates
  • Classification of covariates
  • Examples
  • Functionality to access
  • R-function in GSIF R libraryArcGIS GSIF Toolbox
  • Slide Number 27
  • Facilitating Soil Production - Visualisations
  • Slide Number 29
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Conclusions
  • Think globally ndash Act locallyWe can do this ndash through collaboration and sharing of information
Page 22: Global Soil Information Facilities - current status - HI Reuter T Hengl G Heuvelink NH Batjes J Leenaars P Tempel P Bindraban

Towards Global Soil Information activities within the GEO Task Global Soil Data

Why do we need global covariates

bull Objective Worldgrids is a (de)-central repository for collecting storing accessing and interacting with gridded data sets of global covariate data

bull Rationale Worldgrid is a part of a larger GSIF It is the physical implementation of the expectation that ISRIC would lead and coordinate a project to assemble a core data set of global environmental covariates to (partly) support local efforts to produce global soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data

Classification of covariates

bull Based on the variable type bull CLORPT-based predictors Process-based estimates

(deterministic) bull Continuous categorical

bull Based on the data source

bull Physical measurements (direct) estimates (indirect) bull DEM-based Remote sensing (spectral) Human-derived or hybrid

(soil delineations land cover geologyparent material)

bull Based on the scale support size bull Multiscale single scale bull Area (irregular) support block support point support

Towards Global Soil Information activities within the GEO Task Global Soil Data

Examples

Towards Global Soil Information activities within the GEO Task Global Soil Data

Functionality to access

bull querying for a single value from a defined covariate map (sample)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=sampler_local1pt_nogmlampdatainputs=[x=113y=121inRastername=biocl15]

bull querying for millions of values from a defined covariate map

bull extraction of a defined subset from a defined covariate map (subset)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=subsetampdatainputs=[bbox=25254040inRastername=biocl15]ampresponsedocument=OutData=asreference=true

bull creating of an overlay of a user specified zone grid and a defined covariate map (zonalstats)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=overlayampdatainputs=[inRastername=globedeminZone=httpftpisricorgshortztesttifstype=sd]ampresponsedocument=OutData=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

R-function in GSIF R library ArcGIS GSIF Toolbox

SCHannes IReuter 2011

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Visualisations

Towards Global Soil Information activities within the GEO Task Global Soil Data

SC Minasny amp Malone 2011)

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

bull httpwpsglobalsoilmapnetpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=splineampdatainputs=[var=005sep=mxd=200lambda=01data=http8116917163twoproftxt]

bull ampresponsedocument=spline=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information

SCReuter Lennars Inakwu 2011

wwwglobalsoilmapnet

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Slide credit Tom Hengl 2011

Analysis of Legacy Data for Africa

ISRIC is developing multi-scale methods for harmonizing soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

pHwater (0-20cm) for dominant soil component in Senegal and the Gambia (SOTWIS)

Source ISRIC_Report_2008_05pdf

Analysis of Legacy Data for Africa

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Conclusions

bull GSIF is a framework for enhancing collating harmonizing and use of soil and covariate data to - storagerescue of legacy data - assist production of added value global soil information at

various resolutions

bull using collaborative cooperation which brings in the required soil knowledge from local participants ndash Training ISRIC

bull Components - Soil Property Maps OpenSoilProfile Worldgridsorg - GSIF Packages GSIF Manual

httpwwwisricorgservicestraining-and-education

Think globally ndash Act locally We can do this ndash through collaboration and sharing of information

  • Global Soil Information Facilities - current status -
  • Slide Number 2
  • WISE Database
  • ISRICs - Objectives
  • GSIF - Objective
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Why do we need SoilProfileorg
  • Slide Number 10
  • Search Screen
  • Search Screen ndash via GeoNames and Extent
  • Slide Number 13
  • Results (100km)
  • Results (100km) ndash One Example
  • Template Selection and Editing (like your online banking)
  • Template Selection and Editing ndash select YOUR propertiesmethods and where to show them
  • Add Edit Function Add Edit Delete Reload Map Inline Editing
  • Edit additional properties
  • 2012 AfSP 3rd version 12500 profiles
  • Slide Number 21
  • Why do we need global covariates
  • Classification of covariates
  • Examples
  • Functionality to access
  • R-function in GSIF R libraryArcGIS GSIF Toolbox
  • Slide Number 27
  • Facilitating Soil Production - Visualisations
  • Slide Number 29
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Conclusions
  • Think globally ndash Act locallyWe can do this ndash through collaboration and sharing of information
Page 23: Global Soil Information Facilities - current status - HI Reuter T Hengl G Heuvelink NH Batjes J Leenaars P Tempel P Bindraban

Towards Global Soil Information activities within the GEO Task Global Soil Data

Classification of covariates

bull Based on the variable type bull CLORPT-based predictors Process-based estimates

(deterministic) bull Continuous categorical

bull Based on the data source

bull Physical measurements (direct) estimates (indirect) bull DEM-based Remote sensing (spectral) Human-derived or hybrid

(soil delineations land cover geologyparent material)

bull Based on the scale support size bull Multiscale single scale bull Area (irregular) support block support point support

Towards Global Soil Information activities within the GEO Task Global Soil Data

Examples

Towards Global Soil Information activities within the GEO Task Global Soil Data

Functionality to access

bull querying for a single value from a defined covariate map (sample)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=sampler_local1pt_nogmlampdatainputs=[x=113y=121inRastername=biocl15]

bull querying for millions of values from a defined covariate map

bull extraction of a defined subset from a defined covariate map (subset)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=subsetampdatainputs=[bbox=25254040inRastername=biocl15]ampresponsedocument=OutData=asreference=true

bull creating of an overlay of a user specified zone grid and a defined covariate map (zonalstats)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=overlayampdatainputs=[inRastername=globedeminZone=httpftpisricorgshortztesttifstype=sd]ampresponsedocument=OutData=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

R-function in GSIF R library ArcGIS GSIF Toolbox

SCHannes IReuter 2011

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Visualisations

Towards Global Soil Information activities within the GEO Task Global Soil Data

SC Minasny amp Malone 2011)

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

bull httpwpsglobalsoilmapnetpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=splineampdatainputs=[var=005sep=mxd=200lambda=01data=http8116917163twoproftxt]

bull ampresponsedocument=spline=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information

SCReuter Lennars Inakwu 2011

wwwglobalsoilmapnet

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Slide credit Tom Hengl 2011

Analysis of Legacy Data for Africa

ISRIC is developing multi-scale methods for harmonizing soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

pHwater (0-20cm) for dominant soil component in Senegal and the Gambia (SOTWIS)

Source ISRIC_Report_2008_05pdf

Analysis of Legacy Data for Africa

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Conclusions

bull GSIF is a framework for enhancing collating harmonizing and use of soil and covariate data to - storagerescue of legacy data - assist production of added value global soil information at

various resolutions

bull using collaborative cooperation which brings in the required soil knowledge from local participants ndash Training ISRIC

bull Components - Soil Property Maps OpenSoilProfile Worldgridsorg - GSIF Packages GSIF Manual

httpwwwisricorgservicestraining-and-education

Think globally ndash Act locally We can do this ndash through collaboration and sharing of information

  • Global Soil Information Facilities - current status -
  • Slide Number 2
  • WISE Database
  • ISRICs - Objectives
  • GSIF - Objective
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Why do we need SoilProfileorg
  • Slide Number 10
  • Search Screen
  • Search Screen ndash via GeoNames and Extent
  • Slide Number 13
  • Results (100km)
  • Results (100km) ndash One Example
  • Template Selection and Editing (like your online banking)
  • Template Selection and Editing ndash select YOUR propertiesmethods and where to show them
  • Add Edit Function Add Edit Delete Reload Map Inline Editing
  • Edit additional properties
  • 2012 AfSP 3rd version 12500 profiles
  • Slide Number 21
  • Why do we need global covariates
  • Classification of covariates
  • Examples
  • Functionality to access
  • R-function in GSIF R libraryArcGIS GSIF Toolbox
  • Slide Number 27
  • Facilitating Soil Production - Visualisations
  • Slide Number 29
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Conclusions
  • Think globally ndash Act locallyWe can do this ndash through collaboration and sharing of information
Page 24: Global Soil Information Facilities - current status - HI Reuter T Hengl G Heuvelink NH Batjes J Leenaars P Tempel P Bindraban

Towards Global Soil Information activities within the GEO Task Global Soil Data

Examples

Towards Global Soil Information activities within the GEO Task Global Soil Data

Functionality to access

bull querying for a single value from a defined covariate map (sample)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=sampler_local1pt_nogmlampdatainputs=[x=113y=121inRastername=biocl15]

bull querying for millions of values from a defined covariate map

bull extraction of a defined subset from a defined covariate map (subset)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=subsetampdatainputs=[bbox=25254040inRastername=biocl15]ampresponsedocument=OutData=asreference=true

bull creating of an overlay of a user specified zone grid and a defined covariate map (zonalstats)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=overlayampdatainputs=[inRastername=globedeminZone=httpftpisricorgshortztesttifstype=sd]ampresponsedocument=OutData=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

R-function in GSIF R library ArcGIS GSIF Toolbox

SCHannes IReuter 2011

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Visualisations

Towards Global Soil Information activities within the GEO Task Global Soil Data

SC Minasny amp Malone 2011)

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

bull httpwpsglobalsoilmapnetpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=splineampdatainputs=[var=005sep=mxd=200lambda=01data=http8116917163twoproftxt]

bull ampresponsedocument=spline=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information

SCReuter Lennars Inakwu 2011

wwwglobalsoilmapnet

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Slide credit Tom Hengl 2011

Analysis of Legacy Data for Africa

ISRIC is developing multi-scale methods for harmonizing soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

pHwater (0-20cm) for dominant soil component in Senegal and the Gambia (SOTWIS)

Source ISRIC_Report_2008_05pdf

Analysis of Legacy Data for Africa

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Conclusions

bull GSIF is a framework for enhancing collating harmonizing and use of soil and covariate data to - storagerescue of legacy data - assist production of added value global soil information at

various resolutions

bull using collaborative cooperation which brings in the required soil knowledge from local participants ndash Training ISRIC

bull Components - Soil Property Maps OpenSoilProfile Worldgridsorg - GSIF Packages GSIF Manual

httpwwwisricorgservicestraining-and-education

Think globally ndash Act locally We can do this ndash through collaboration and sharing of information

  • Global Soil Information Facilities - current status -
  • Slide Number 2
  • WISE Database
  • ISRICs - Objectives
  • GSIF - Objective
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Why do we need SoilProfileorg
  • Slide Number 10
  • Search Screen
  • Search Screen ndash via GeoNames and Extent
  • Slide Number 13
  • Results (100km)
  • Results (100km) ndash One Example
  • Template Selection and Editing (like your online banking)
  • Template Selection and Editing ndash select YOUR propertiesmethods and where to show them
  • Add Edit Function Add Edit Delete Reload Map Inline Editing
  • Edit additional properties
  • 2012 AfSP 3rd version 12500 profiles
  • Slide Number 21
  • Why do we need global covariates
  • Classification of covariates
  • Examples
  • Functionality to access
  • R-function in GSIF R libraryArcGIS GSIF Toolbox
  • Slide Number 27
  • Facilitating Soil Production - Visualisations
  • Slide Number 29
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Conclusions
  • Think globally ndash Act locallyWe can do this ndash through collaboration and sharing of information
Page 25: Global Soil Information Facilities - current status - HI Reuter T Hengl G Heuvelink NH Batjes J Leenaars P Tempel P Bindraban

Towards Global Soil Information activities within the GEO Task Global Soil Data

Functionality to access

bull querying for a single value from a defined covariate map (sample)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=sampler_local1pt_nogmlampdatainputs=[x=113y=121inRastername=biocl15]

bull querying for millions of values from a defined covariate map

bull extraction of a defined subset from a defined covariate map (subset)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=subsetampdatainputs=[bbox=25254040inRastername=biocl15]ampresponsedocument=OutData=asreference=true

bull creating of an overlay of a user specified zone grid and a defined covariate map (zonalstats)

ndash httpwpsworldgridsorgpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=overlayampdatainputs=[inRastername=globedeminZone=httpftpisricorgshortztesttifstype=sd]ampresponsedocument=OutData=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

R-function in GSIF R library ArcGIS GSIF Toolbox

SCHannes IReuter 2011

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Visualisations

Towards Global Soil Information activities within the GEO Task Global Soil Data

SC Minasny amp Malone 2011)

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

bull httpwpsglobalsoilmapnetpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=splineampdatainputs=[var=005sep=mxd=200lambda=01data=http8116917163twoproftxt]

bull ampresponsedocument=spline=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information

SCReuter Lennars Inakwu 2011

wwwglobalsoilmapnet

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Slide credit Tom Hengl 2011

Analysis of Legacy Data for Africa

ISRIC is developing multi-scale methods for harmonizing soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

pHwater (0-20cm) for dominant soil component in Senegal and the Gambia (SOTWIS)

Source ISRIC_Report_2008_05pdf

Analysis of Legacy Data for Africa

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Conclusions

bull GSIF is a framework for enhancing collating harmonizing and use of soil and covariate data to - storagerescue of legacy data - assist production of added value global soil information at

various resolutions

bull using collaborative cooperation which brings in the required soil knowledge from local participants ndash Training ISRIC

bull Components - Soil Property Maps OpenSoilProfile Worldgridsorg - GSIF Packages GSIF Manual

httpwwwisricorgservicestraining-and-education

Think globally ndash Act locally We can do this ndash through collaboration and sharing of information

  • Global Soil Information Facilities - current status -
  • Slide Number 2
  • WISE Database
  • ISRICs - Objectives
  • GSIF - Objective
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Why do we need SoilProfileorg
  • Slide Number 10
  • Search Screen
  • Search Screen ndash via GeoNames and Extent
  • Slide Number 13
  • Results (100km)
  • Results (100km) ndash One Example
  • Template Selection and Editing (like your online banking)
  • Template Selection and Editing ndash select YOUR propertiesmethods and where to show them
  • Add Edit Function Add Edit Delete Reload Map Inline Editing
  • Edit additional properties
  • 2012 AfSP 3rd version 12500 profiles
  • Slide Number 21
  • Why do we need global covariates
  • Classification of covariates
  • Examples
  • Functionality to access
  • R-function in GSIF R libraryArcGIS GSIF Toolbox
  • Slide Number 27
  • Facilitating Soil Production - Visualisations
  • Slide Number 29
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Conclusions
  • Think globally ndash Act locallyWe can do this ndash through collaboration and sharing of information
Page 26: Global Soil Information Facilities - current status - HI Reuter T Hengl G Heuvelink NH Batjes J Leenaars P Tempel P Bindraban

Towards Global Soil Information activities within the GEO Task Global Soil Data

R-function in GSIF R library ArcGIS GSIF Toolbox

SCHannes IReuter 2011

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Visualisations

Towards Global Soil Information activities within the GEO Task Global Soil Data

SC Minasny amp Malone 2011)

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

bull httpwpsglobalsoilmapnetpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=splineampdatainputs=[var=005sep=mxd=200lambda=01data=http8116917163twoproftxt]

bull ampresponsedocument=spline=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information

SCReuter Lennars Inakwu 2011

wwwglobalsoilmapnet

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Slide credit Tom Hengl 2011

Analysis of Legacy Data for Africa

ISRIC is developing multi-scale methods for harmonizing soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

pHwater (0-20cm) for dominant soil component in Senegal and the Gambia (SOTWIS)

Source ISRIC_Report_2008_05pdf

Analysis of Legacy Data for Africa

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Conclusions

bull GSIF is a framework for enhancing collating harmonizing and use of soil and covariate data to - storagerescue of legacy data - assist production of added value global soil information at

various resolutions

bull using collaborative cooperation which brings in the required soil knowledge from local participants ndash Training ISRIC

bull Components - Soil Property Maps OpenSoilProfile Worldgridsorg - GSIF Packages GSIF Manual

httpwwwisricorgservicestraining-and-education

Think globally ndash Act locally We can do this ndash through collaboration and sharing of information

  • Global Soil Information Facilities - current status -
  • Slide Number 2
  • WISE Database
  • ISRICs - Objectives
  • GSIF - Objective
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Why do we need SoilProfileorg
  • Slide Number 10
  • Search Screen
  • Search Screen ndash via GeoNames and Extent
  • Slide Number 13
  • Results (100km)
  • Results (100km) ndash One Example
  • Template Selection and Editing (like your online banking)
  • Template Selection and Editing ndash select YOUR propertiesmethods and where to show them
  • Add Edit Function Add Edit Delete Reload Map Inline Editing
  • Edit additional properties
  • 2012 AfSP 3rd version 12500 profiles
  • Slide Number 21
  • Why do we need global covariates
  • Classification of covariates
  • Examples
  • Functionality to access
  • R-function in GSIF R libraryArcGIS GSIF Toolbox
  • Slide Number 27
  • Facilitating Soil Production - Visualisations
  • Slide Number 29
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Conclusions
  • Think globally ndash Act locallyWe can do this ndash through collaboration and sharing of information
Page 27: Global Soil Information Facilities - current status - HI Reuter T Hengl G Heuvelink NH Batjes J Leenaars P Tempel P Bindraban

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Visualisations

Towards Global Soil Information activities within the GEO Task Global Soil Data

SC Minasny amp Malone 2011)

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

bull httpwpsglobalsoilmapnetpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=splineampdatainputs=[var=005sep=mxd=200lambda=01data=http8116917163twoproftxt]

bull ampresponsedocument=spline=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information

SCReuter Lennars Inakwu 2011

wwwglobalsoilmapnet

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Slide credit Tom Hengl 2011

Analysis of Legacy Data for Africa

ISRIC is developing multi-scale methods for harmonizing soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

pHwater (0-20cm) for dominant soil component in Senegal and the Gambia (SOTWIS)

Source ISRIC_Report_2008_05pdf

Analysis of Legacy Data for Africa

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Conclusions

bull GSIF is a framework for enhancing collating harmonizing and use of soil and covariate data to - storagerescue of legacy data - assist production of added value global soil information at

various resolutions

bull using collaborative cooperation which brings in the required soil knowledge from local participants ndash Training ISRIC

bull Components - Soil Property Maps OpenSoilProfile Worldgridsorg - GSIF Packages GSIF Manual

httpwwwisricorgservicestraining-and-education

Think globally ndash Act locally We can do this ndash through collaboration and sharing of information

  • Global Soil Information Facilities - current status -
  • Slide Number 2
  • WISE Database
  • ISRICs - Objectives
  • GSIF - Objective
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Why do we need SoilProfileorg
  • Slide Number 10
  • Search Screen
  • Search Screen ndash via GeoNames and Extent
  • Slide Number 13
  • Results (100km)
  • Results (100km) ndash One Example
  • Template Selection and Editing (like your online banking)
  • Template Selection and Editing ndash select YOUR propertiesmethods and where to show them
  • Add Edit Function Add Edit Delete Reload Map Inline Editing
  • Edit additional properties
  • 2012 AfSP 3rd version 12500 profiles
  • Slide Number 21
  • Why do we need global covariates
  • Classification of covariates
  • Examples
  • Functionality to access
  • R-function in GSIF R libraryArcGIS GSIF Toolbox
  • Slide Number 27
  • Facilitating Soil Production - Visualisations
  • Slide Number 29
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Conclusions
  • Think globally ndash Act locallyWe can do this ndash through collaboration and sharing of information
Page 28: Global Soil Information Facilities - current status - HI Reuter T Hengl G Heuvelink NH Batjes J Leenaars P Tempel P Bindraban

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Visualisations

Towards Global Soil Information activities within the GEO Task Global Soil Data

SC Minasny amp Malone 2011)

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

bull httpwpsglobalsoilmapnetpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=splineampdatainputs=[var=005sep=mxd=200lambda=01data=http8116917163twoproftxt]

bull ampresponsedocument=spline=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information

SCReuter Lennars Inakwu 2011

wwwglobalsoilmapnet

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Slide credit Tom Hengl 2011

Analysis of Legacy Data for Africa

ISRIC is developing multi-scale methods for harmonizing soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

pHwater (0-20cm) for dominant soil component in Senegal and the Gambia (SOTWIS)

Source ISRIC_Report_2008_05pdf

Analysis of Legacy Data for Africa

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Conclusions

bull GSIF is a framework for enhancing collating harmonizing and use of soil and covariate data to - storagerescue of legacy data - assist production of added value global soil information at

various resolutions

bull using collaborative cooperation which brings in the required soil knowledge from local participants ndash Training ISRIC

bull Components - Soil Property Maps OpenSoilProfile Worldgridsorg - GSIF Packages GSIF Manual

httpwwwisricorgservicestraining-and-education

Think globally ndash Act locally We can do this ndash through collaboration and sharing of information

  • Global Soil Information Facilities - current status -
  • Slide Number 2
  • WISE Database
  • ISRICs - Objectives
  • GSIF - Objective
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Why do we need SoilProfileorg
  • Slide Number 10
  • Search Screen
  • Search Screen ndash via GeoNames and Extent
  • Slide Number 13
  • Results (100km)
  • Results (100km) ndash One Example
  • Template Selection and Editing (like your online banking)
  • Template Selection and Editing ndash select YOUR propertiesmethods and where to show them
  • Add Edit Function Add Edit Delete Reload Map Inline Editing
  • Edit additional properties
  • 2012 AfSP 3rd version 12500 profiles
  • Slide Number 21
  • Why do we need global covariates
  • Classification of covariates
  • Examples
  • Functionality to access
  • R-function in GSIF R libraryArcGIS GSIF Toolbox
  • Slide Number 27
  • Facilitating Soil Production - Visualisations
  • Slide Number 29
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Conclusions
  • Think globally ndash Act locallyWe can do this ndash through collaboration and sharing of information
Page 29: Global Soil Information Facilities - current status - HI Reuter T Hengl G Heuvelink NH Batjes J Leenaars P Tempel P Bindraban

Towards Global Soil Information activities within the GEO Task Global Soil Data

SC Minasny amp Malone 2011)

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

bull httpwpsglobalsoilmapnetpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=splineampdatainputs=[var=005sep=mxd=200lambda=01data=http8116917163twoproftxt]

bull ampresponsedocument=spline=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information

SCReuter Lennars Inakwu 2011

wwwglobalsoilmapnet

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Slide credit Tom Hengl 2011

Analysis of Legacy Data for Africa

ISRIC is developing multi-scale methods for harmonizing soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

pHwater (0-20cm) for dominant soil component in Senegal and the Gambia (SOTWIS)

Source ISRIC_Report_2008_05pdf

Analysis of Legacy Data for Africa

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Conclusions

bull GSIF is a framework for enhancing collating harmonizing and use of soil and covariate data to - storagerescue of legacy data - assist production of added value global soil information at

various resolutions

bull using collaborative cooperation which brings in the required soil knowledge from local participants ndash Training ISRIC

bull Components - Soil Property Maps OpenSoilProfile Worldgridsorg - GSIF Packages GSIF Manual

httpwwwisricorgservicestraining-and-education

Think globally ndash Act locally We can do this ndash through collaboration and sharing of information

  • Global Soil Information Facilities - current status -
  • Slide Number 2
  • WISE Database
  • ISRICs - Objectives
  • GSIF - Objective
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Why do we need SoilProfileorg
  • Slide Number 10
  • Search Screen
  • Search Screen ndash via GeoNames and Extent
  • Slide Number 13
  • Results (100km)
  • Results (100km) ndash One Example
  • Template Selection and Editing (like your online banking)
  • Template Selection and Editing ndash select YOUR propertiesmethods and where to show them
  • Add Edit Function Add Edit Delete Reload Map Inline Editing
  • Edit additional properties
  • 2012 AfSP 3rd version 12500 profiles
  • Slide Number 21
  • Why do we need global covariates
  • Classification of covariates
  • Examples
  • Functionality to access
  • R-function in GSIF R libraryArcGIS GSIF Toolbox
  • Slide Number 27
  • Facilitating Soil Production - Visualisations
  • Slide Number 29
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Conclusions
  • Think globally ndash Act locallyWe can do this ndash through collaboration and sharing of information
Page 30: Global Soil Information Facilities - current status - HI Reuter T Hengl G Heuvelink NH Batjes J Leenaars P Tempel P Bindraban

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

bull httpwpsglobalsoilmapnetpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=splineampdatainputs=[var=005sep=mxd=200lambda=01data=http8116917163twoproftxt]

bull ampresponsedocument=spline=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information

SCReuter Lennars Inakwu 2011

wwwglobalsoilmapnet

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Slide credit Tom Hengl 2011

Analysis of Legacy Data for Africa

ISRIC is developing multi-scale methods for harmonizing soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

pHwater (0-20cm) for dominant soil component in Senegal and the Gambia (SOTWIS)

Source ISRIC_Report_2008_05pdf

Analysis of Legacy Data for Africa

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Conclusions

bull GSIF is a framework for enhancing collating harmonizing and use of soil and covariate data to - storagerescue of legacy data - assist production of added value global soil information at

various resolutions

bull using collaborative cooperation which brings in the required soil knowledge from local participants ndash Training ISRIC

bull Components - Soil Property Maps OpenSoilProfile Worldgridsorg - GSIF Packages GSIF Manual

httpwwwisricorgservicestraining-and-education

Think globally ndash Act locally We can do this ndash through collaboration and sharing of information

  • Global Soil Information Facilities - current status -
  • Slide Number 2
  • WISE Database
  • ISRICs - Objectives
  • GSIF - Objective
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Why do we need SoilProfileorg
  • Slide Number 10
  • Search Screen
  • Search Screen ndash via GeoNames and Extent
  • Slide Number 13
  • Results (100km)
  • Results (100km) ndash One Example
  • Template Selection and Editing (like your online banking)
  • Template Selection and Editing ndash select YOUR propertiesmethods and where to show them
  • Add Edit Function Add Edit Delete Reload Map Inline Editing
  • Edit additional properties
  • 2012 AfSP 3rd version 12500 profiles
  • Slide Number 21
  • Why do we need global covariates
  • Classification of covariates
  • Examples
  • Functionality to access
  • R-function in GSIF R libraryArcGIS GSIF Toolbox
  • Slide Number 27
  • Facilitating Soil Production - Visualisations
  • Slide Number 29
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Conclusions
  • Think globally ndash Act locallyWe can do this ndash through collaboration and sharing of information
Page 31: Global Soil Information Facilities - current status - HI Reuter T Hengl G Heuvelink NH Batjes J Leenaars P Tempel P Bindraban

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Production - Fit the spline

bull httpwpsglobalsoilmapnetpywpscgiservice=wpsampversion=100amprequest=executeampidentifier=splineampdatainputs=[var=005sep=mxd=200lambda=01data=http8116917163twoproftxt]

bull ampresponsedocument=spline=asreference=true

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information

SCReuter Lennars Inakwu 2011

wwwglobalsoilmapnet

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Slide credit Tom Hengl 2011

Analysis of Legacy Data for Africa

ISRIC is developing multi-scale methods for harmonizing soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

pHwater (0-20cm) for dominant soil component in Senegal and the Gambia (SOTWIS)

Source ISRIC_Report_2008_05pdf

Analysis of Legacy Data for Africa

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Conclusions

bull GSIF is a framework for enhancing collating harmonizing and use of soil and covariate data to - storagerescue of legacy data - assist production of added value global soil information at

various resolutions

bull using collaborative cooperation which brings in the required soil knowledge from local participants ndash Training ISRIC

bull Components - Soil Property Maps OpenSoilProfile Worldgridsorg - GSIF Packages GSIF Manual

httpwwwisricorgservicestraining-and-education

Think globally ndash Act locally We can do this ndash through collaboration and sharing of information

  • Global Soil Information Facilities - current status -
  • Slide Number 2
  • WISE Database
  • ISRICs - Objectives
  • GSIF - Objective
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Why do we need SoilProfileorg
  • Slide Number 10
  • Search Screen
  • Search Screen ndash via GeoNames and Extent
  • Slide Number 13
  • Results (100km)
  • Results (100km) ndash One Example
  • Template Selection and Editing (like your online banking)
  • Template Selection and Editing ndash select YOUR propertiesmethods and where to show them
  • Add Edit Function Add Edit Delete Reload Map Inline Editing
  • Edit additional properties
  • 2012 AfSP 3rd version 12500 profiles
  • Slide Number 21
  • Why do we need global covariates
  • Classification of covariates
  • Examples
  • Functionality to access
  • R-function in GSIF R libraryArcGIS GSIF Toolbox
  • Slide Number 27
  • Facilitating Soil Production - Visualisations
  • Slide Number 29
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Conclusions
  • Think globally ndash Act locallyWe can do this ndash through collaboration and sharing of information
Page 32: Global Soil Information Facilities - current status - HI Reuter T Hengl G Heuvelink NH Batjes J Leenaars P Tempel P Bindraban

Towards Global Soil Information activities within the GEO Task Global Soil Data

Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information

SCReuter Lennars Inakwu 2011

wwwglobalsoilmapnet

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Slide credit Tom Hengl 2011

Analysis of Legacy Data for Africa

ISRIC is developing multi-scale methods for harmonizing soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

pHwater (0-20cm) for dominant soil component in Senegal and the Gambia (SOTWIS)

Source ISRIC_Report_2008_05pdf

Analysis of Legacy Data for Africa

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Conclusions

bull GSIF is a framework for enhancing collating harmonizing and use of soil and covariate data to - storagerescue of legacy data - assist production of added value global soil information at

various resolutions

bull using collaborative cooperation which brings in the required soil knowledge from local participants ndash Training ISRIC

bull Components - Soil Property Maps OpenSoilProfile Worldgridsorg - GSIF Packages GSIF Manual

httpwwwisricorgservicestraining-and-education

Think globally ndash Act locally We can do this ndash through collaboration and sharing of information

  • Global Soil Information Facilities - current status -
  • Slide Number 2
  • WISE Database
  • ISRICs - Objectives
  • GSIF - Objective
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Why do we need SoilProfileorg
  • Slide Number 10
  • Search Screen
  • Search Screen ndash via GeoNames and Extent
  • Slide Number 13
  • Results (100km)
  • Results (100km) ndash One Example
  • Template Selection and Editing (like your online banking)
  • Template Selection and Editing ndash select YOUR propertiesmethods and where to show them
  • Add Edit Function Add Edit Delete Reload Map Inline Editing
  • Edit additional properties
  • 2012 AfSP 3rd version 12500 profiles
  • Slide Number 21
  • Why do we need global covariates
  • Classification of covariates
  • Examples
  • Functionality to access
  • R-function in GSIF R libraryArcGIS GSIF Toolbox
  • Slide Number 27
  • Facilitating Soil Production - Visualisations
  • Slide Number 29
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Conclusions
  • Think globally ndash Act locallyWe can do this ndash through collaboration and sharing of information
Page 33: Global Soil Information Facilities - current status - HI Reuter T Hengl G Heuvelink NH Batjes J Leenaars P Tempel P Bindraban

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Slide credit Tom Hengl 2011

Analysis of Legacy Data for Africa

ISRIC is developing multi-scale methods for harmonizing soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

pHwater (0-20cm) for dominant soil component in Senegal and the Gambia (SOTWIS)

Source ISRIC_Report_2008_05pdf

Analysis of Legacy Data for Africa

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Conclusions

bull GSIF is a framework for enhancing collating harmonizing and use of soil and covariate data to - storagerescue of legacy data - assist production of added value global soil information at

various resolutions

bull using collaborative cooperation which brings in the required soil knowledge from local participants ndash Training ISRIC

bull Components - Soil Property Maps OpenSoilProfile Worldgridsorg - GSIF Packages GSIF Manual

httpwwwisricorgservicestraining-and-education

Think globally ndash Act locally We can do this ndash through collaboration and sharing of information

  • Global Soil Information Facilities - current status -
  • Slide Number 2
  • WISE Database
  • ISRICs - Objectives
  • GSIF - Objective
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Why do we need SoilProfileorg
  • Slide Number 10
  • Search Screen
  • Search Screen ndash via GeoNames and Extent
  • Slide Number 13
  • Results (100km)
  • Results (100km) ndash One Example
  • Template Selection and Editing (like your online banking)
  • Template Selection and Editing ndash select YOUR propertiesmethods and where to show them
  • Add Edit Function Add Edit Delete Reload Map Inline Editing
  • Edit additional properties
  • 2012 AfSP 3rd version 12500 profiles
  • Slide Number 21
  • Why do we need global covariates
  • Classification of covariates
  • Examples
  • Functionality to access
  • R-function in GSIF R libraryArcGIS GSIF Toolbox
  • Slide Number 27
  • Facilitating Soil Production - Visualisations
  • Slide Number 29
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Conclusions
  • Think globally ndash Act locallyWe can do this ndash through collaboration and sharing of information
Page 34: Global Soil Information Facilities - current status - HI Reuter T Hengl G Heuvelink NH Batjes J Leenaars P Tempel P Bindraban

Towards Global Soil Information activities within the GEO Task Global Soil Data

Slide credit Tom Hengl 2011

Analysis of Legacy Data for Africa

ISRIC is developing multi-scale methods for harmonizing soil property maps

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

pHwater (0-20cm) for dominant soil component in Senegal and the Gambia (SOTWIS)

Source ISRIC_Report_2008_05pdf

Analysis of Legacy Data for Africa

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Conclusions

bull GSIF is a framework for enhancing collating harmonizing and use of soil and covariate data to - storagerescue of legacy data - assist production of added value global soil information at

various resolutions

bull using collaborative cooperation which brings in the required soil knowledge from local participants ndash Training ISRIC

bull Components - Soil Property Maps OpenSoilProfile Worldgridsorg - GSIF Packages GSIF Manual

httpwwwisricorgservicestraining-and-education

Think globally ndash Act locally We can do this ndash through collaboration and sharing of information

  • Global Soil Information Facilities - current status -
  • Slide Number 2
  • WISE Database
  • ISRICs - Objectives
  • GSIF - Objective
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Why do we need SoilProfileorg
  • Slide Number 10
  • Search Screen
  • Search Screen ndash via GeoNames and Extent
  • Slide Number 13
  • Results (100km)
  • Results (100km) ndash One Example
  • Template Selection and Editing (like your online banking)
  • Template Selection and Editing ndash select YOUR propertiesmethods and where to show them
  • Add Edit Function Add Edit Delete Reload Map Inline Editing
  • Edit additional properties
  • 2012 AfSP 3rd version 12500 profiles
  • Slide Number 21
  • Why do we need global covariates
  • Classification of covariates
  • Examples
  • Functionality to access
  • R-function in GSIF R libraryArcGIS GSIF Toolbox
  • Slide Number 27
  • Facilitating Soil Production - Visualisations
  • Slide Number 29
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Conclusions
  • Think globally ndash Act locallyWe can do this ndash through collaboration and sharing of information
Page 35: Global Soil Information Facilities - current status - HI Reuter T Hengl G Heuvelink NH Batjes J Leenaars P Tempel P Bindraban

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

pHwater (0-20cm) for dominant soil component in Senegal and the Gambia (SOTWIS)

Source ISRIC_Report_2008_05pdf

Analysis of Legacy Data for Africa

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Conclusions

bull GSIF is a framework for enhancing collating harmonizing and use of soil and covariate data to - storagerescue of legacy data - assist production of added value global soil information at

various resolutions

bull using collaborative cooperation which brings in the required soil knowledge from local participants ndash Training ISRIC

bull Components - Soil Property Maps OpenSoilProfile Worldgridsorg - GSIF Packages GSIF Manual

httpwwwisricorgservicestraining-and-education

Think globally ndash Act locally We can do this ndash through collaboration and sharing of information

  • Global Soil Information Facilities - current status -
  • Slide Number 2
  • WISE Database
  • ISRICs - Objectives
  • GSIF - Objective
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Why do we need SoilProfileorg
  • Slide Number 10
  • Search Screen
  • Search Screen ndash via GeoNames and Extent
  • Slide Number 13
  • Results (100km)
  • Results (100km) ndash One Example
  • Template Selection and Editing (like your online banking)
  • Template Selection and Editing ndash select YOUR propertiesmethods and where to show them
  • Add Edit Function Add Edit Delete Reload Map Inline Editing
  • Edit additional properties
  • 2012 AfSP 3rd version 12500 profiles
  • Slide Number 21
  • Why do we need global covariates
  • Classification of covariates
  • Examples
  • Functionality to access
  • R-function in GSIF R libraryArcGIS GSIF Toolbox
  • Slide Number 27
  • Facilitating Soil Production - Visualisations
  • Slide Number 29
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Conclusions
  • Think globally ndash Act locallyWe can do this ndash through collaboration and sharing of information
Page 36: Global Soil Information Facilities - current status - HI Reuter T Hengl G Heuvelink NH Batjes J Leenaars P Tempel P Bindraban

Towards Global Soil Information activities within the GEO Task Global Soil Data

pHwater (0-20cm) for dominant soil component in Senegal and the Gambia (SOTWIS)

Source ISRIC_Report_2008_05pdf

Analysis of Legacy Data for Africa

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Conclusions

bull GSIF is a framework for enhancing collating harmonizing and use of soil and covariate data to - storagerescue of legacy data - assist production of added value global soil information at

various resolutions

bull using collaborative cooperation which brings in the required soil knowledge from local participants ndash Training ISRIC

bull Components - Soil Property Maps OpenSoilProfile Worldgridsorg - GSIF Packages GSIF Manual

httpwwwisricorgservicestraining-and-education

Think globally ndash Act locally We can do this ndash through collaboration and sharing of information

  • Global Soil Information Facilities - current status -
  • Slide Number 2
  • WISE Database
  • ISRICs - Objectives
  • GSIF - Objective
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Why do we need SoilProfileorg
  • Slide Number 10
  • Search Screen
  • Search Screen ndash via GeoNames and Extent
  • Slide Number 13
  • Results (100km)
  • Results (100km) ndash One Example
  • Template Selection and Editing (like your online banking)
  • Template Selection and Editing ndash select YOUR propertiesmethods and where to show them
  • Add Edit Function Add Edit Delete Reload Map Inline Editing
  • Edit additional properties
  • 2012 AfSP 3rd version 12500 profiles
  • Slide Number 21
  • Why do we need global covariates
  • Classification of covariates
  • Examples
  • Functionality to access
  • R-function in GSIF R libraryArcGIS GSIF Toolbox
  • Slide Number 27
  • Facilitating Soil Production - Visualisations
  • Slide Number 29
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Conclusions
  • Think globally ndash Act locallyWe can do this ndash through collaboration and sharing of information
Page 37: Global Soil Information Facilities - current status - HI Reuter T Hengl G Heuvelink NH Batjes J Leenaars P Tempel P Bindraban

Towards Global Soil Information activities within the GEO Task Global Soil Data wwwisricorg

Towards Global Soil Information activities within the GEO Task Global Soil Data

Conclusions

bull GSIF is a framework for enhancing collating harmonizing and use of soil and covariate data to - storagerescue of legacy data - assist production of added value global soil information at

various resolutions

bull using collaborative cooperation which brings in the required soil knowledge from local participants ndash Training ISRIC

bull Components - Soil Property Maps OpenSoilProfile Worldgridsorg - GSIF Packages GSIF Manual

httpwwwisricorgservicestraining-and-education

Think globally ndash Act locally We can do this ndash through collaboration and sharing of information

  • Global Soil Information Facilities - current status -
  • Slide Number 2
  • WISE Database
  • ISRICs - Objectives
  • GSIF - Objective
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Why do we need SoilProfileorg
  • Slide Number 10
  • Search Screen
  • Search Screen ndash via GeoNames and Extent
  • Slide Number 13
  • Results (100km)
  • Results (100km) ndash One Example
  • Template Selection and Editing (like your online banking)
  • Template Selection and Editing ndash select YOUR propertiesmethods and where to show them
  • Add Edit Function Add Edit Delete Reload Map Inline Editing
  • Edit additional properties
  • 2012 AfSP 3rd version 12500 profiles
  • Slide Number 21
  • Why do we need global covariates
  • Classification of covariates
  • Examples
  • Functionality to access
  • R-function in GSIF R libraryArcGIS GSIF Toolbox
  • Slide Number 27
  • Facilitating Soil Production - Visualisations
  • Slide Number 29
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Conclusions
  • Think globally ndash Act locallyWe can do this ndash through collaboration and sharing of information
Page 38: Global Soil Information Facilities - current status - HI Reuter T Hengl G Heuvelink NH Batjes J Leenaars P Tempel P Bindraban

Towards Global Soil Information activities within the GEO Task Global Soil Data

Conclusions

bull GSIF is a framework for enhancing collating harmonizing and use of soil and covariate data to - storagerescue of legacy data - assist production of added value global soil information at

various resolutions

bull using collaborative cooperation which brings in the required soil knowledge from local participants ndash Training ISRIC

bull Components - Soil Property Maps OpenSoilProfile Worldgridsorg - GSIF Packages GSIF Manual

httpwwwisricorgservicestraining-and-education

Think globally ndash Act locally We can do this ndash through collaboration and sharing of information

  • Global Soil Information Facilities - current status -
  • Slide Number 2
  • WISE Database
  • ISRICs - Objectives
  • GSIF - Objective
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Why do we need SoilProfileorg
  • Slide Number 10
  • Search Screen
  • Search Screen ndash via GeoNames and Extent
  • Slide Number 13
  • Results (100km)
  • Results (100km) ndash One Example
  • Template Selection and Editing (like your online banking)
  • Template Selection and Editing ndash select YOUR propertiesmethods and where to show them
  • Add Edit Function Add Edit Delete Reload Map Inline Editing
  • Edit additional properties
  • 2012 AfSP 3rd version 12500 profiles
  • Slide Number 21
  • Why do we need global covariates
  • Classification of covariates
  • Examples
  • Functionality to access
  • R-function in GSIF R libraryArcGIS GSIF Toolbox
  • Slide Number 27
  • Facilitating Soil Production - Visualisations
  • Slide Number 29
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Conclusions
  • Think globally ndash Act locallyWe can do this ndash through collaboration and sharing of information
Page 39: Global Soil Information Facilities - current status - HI Reuter T Hengl G Heuvelink NH Batjes J Leenaars P Tempel P Bindraban

Think globally ndash Act locally We can do this ndash through collaboration and sharing of information

  • Global Soil Information Facilities - current status -
  • Slide Number 2
  • WISE Database
  • ISRICs - Objectives
  • GSIF - Objective
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Why do we need SoilProfileorg
  • Slide Number 10
  • Search Screen
  • Search Screen ndash via GeoNames and Extent
  • Slide Number 13
  • Results (100km)
  • Results (100km) ndash One Example
  • Template Selection and Editing (like your online banking)
  • Template Selection and Editing ndash select YOUR propertiesmethods and where to show them
  • Add Edit Function Add Edit Delete Reload Map Inline Editing
  • Edit additional properties
  • 2012 AfSP 3rd version 12500 profiles
  • Slide Number 21
  • Why do we need global covariates
  • Classification of covariates
  • Examples
  • Functionality to access
  • R-function in GSIF R libraryArcGIS GSIF Toolbox
  • Slide Number 27
  • Facilitating Soil Production - Visualisations
  • Slide Number 29
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Production - Fit the spline
  • Facilitating Soil Map Production - DSM any arbitrary soil map production process - which uses auxiliary information
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Conclusions
  • Think globally ndash Act locallyWe can do this ndash through collaboration and sharing of information