visualising time-series data with the australian ... study: visualising flow rates across the mdb...
TRANSCRIPT
Visualising time-series data with
the Australian Hydrological
Geospatial Fabric & the Geofabric
Sample Toolbox
Darren G Smith
#Locate15, Thursday 12th
of March 2015
Presentation outline
• Quick background of Geofabric project.
• What is the Geofabric?
• What is the Sample Toolset?
• What is Water Data Online?
• Case study: Using the Geofabric, sample toolset and Water Data Online to
visualise flow rates across the Murray Darling Basin May 2010 to July 2011.
• Questions.
Background
• Bureau mandated under Water Act 2007 to become the
national water information agency.
• Australian Hydrological Geospatial Fabric (Geofabric)
provides geospatial framework used for Bureau's collection
of Water Information products.
• Key partners: Australia National University, Geoscience
Australia and CSIRO.
• Stakeholders: internal (BoM), government (federal, state,
local), private business/organisations, and general public.
What is the Geofabric
• The Geofabric is a specialised suite of hydrological
geospatial data products.
• It maps out the complex relationships
between important hydrologic features
• The Geofabric provides consistency
at a nation-wide coverage.
• V1 released 2010, V2 - 2011, V2.2 & first
four V3 Drainage Divisions - 2015.
How is it made?
• A set of manually digitised cartographic features are used to
hydrologically enforce a digital elevation model (DEM).
• The resulting hydrologically enforced DEM and multi-
directional flow direction grid are then used to derive a
series of base products including: drainage basins, base
catchments and a fully connected stream network.
• These base products together with the cartographic
features are then processed to derive the features and
attribution contained within the 6 Geofabric products.
Built-in relationships
• The surface network of streams
is split into segments at
junctions.
• Ghost nodes link to time-
series on Water Data Online
• Water bodies link to outlet
nodes (300+ to water
storages website).
• Each segment has a relationship
with 'from' and 'to' nodes and a
catchment area.
Fully connected & flow directed network
• Trace the fully
connected, flow
directed network
• Find related
catchments
• or sub-
catchments
What is the Geofabric
Sample Toolset?
• ArcGIS toolbox of 17 script tools that
supports workflows commonly
perform by hydrologists.
• Designed for use with Geofabric
products, but will work with similarly
structured data.
• Hoped that tools will promote better
understanding & increased adoption
of Geofabric.
• Open (creative commons) and code
(fairly) accessible to occasional scripters.
Common workflow
• Align points of interest
with the Geofabric
network
Location of Point of
Interest
Location on the
Geofabric network
• Create total upstream
catchments or non-
overlapping sub-
catchments from
Geofabric nodes or their
own points of interest
Water Data Online (WDO)
• Released on BoM website end of last year.
• Web mapping interface & time-series
explorer.
• Data available for download (csv & wdtf).
• Geofabric sample toolset v1.6 includes
bulk download & relate tool.
Case study: Visualising flow rates across the
MDB May 2010-July 2011
• Used tools on Geofabric data to create custom sub-
catchments for river gauges across Murray Darling Basin.
• Used toolset WDO bulk download tool to download and
relate flow data for the period May 2010 to July 2011.
• Classified the time-series data with a set of flow rates
calibrated for each stream gauge (Low-Medium-High flow).
• Created a time animation in ArcGIS.
Workflow used #1
• Monitoring Points used to create Candidate Ghost Nodes.
• Create Ghost Nodes tool used to select
most appropriate match.
• Network topology updated to add in the
Ghost Nodes.
• Create sub-catchments tool used to
generate non-overlapping catchments areas.
Workflow used #2
• In divergent flow areas, initial set of sub-
catchments might not be what you're
expecting.
• Preferred flow tool (advanced) can be used
to control network traceability through
divergent nodes.
• Preferred flow automatically initialised using
Geofabric attribution (can be adjusted
manually).
• Information stored allowing for repeatability.
Workflow used #3
• Used Geofabric toolset WDO bulk download
tool to download flow data for the period
May 2010 to July 2011 and automatically
relate the data to the sub-catchments.
• Classified the time-series data to a set of
flow rates calibrated for each stream gauge
(Low-Medium-High flow).
• Created a time animation in ArcGIS and
exported to .avi...
Animation
*Note: this animation is for demonstration purposes only.
Find out more
• Visit the Bureau of Meteorology Geofabric team at booth 49
– Get a demo of the sample toolset
– Further explanation of the Geofabric products
• www.bom.gov.au/water/geofabric