ArcGIS Pro: Analysis and

GeoprocessingNicholas M. Giner – Esri

Christopher Gabris – Blue Raster

Agenda

• What is Analysis and Geoprocessing?

• Analysis in ArcGIS Pro

- 2D (Spatial – xy)

- 3D (Elevation - z)

- 4D (Temporal - t)

• Types of Analysis – Spatial, Network, 3D, Statistical, Temporal

• Automating Analysis: ModelBuilder, Python, ArcGIS Pro Tasks

• Chris Gabris – Blue Raster: Emerging Hot Spot Analysis of Global

Deforestation

What is Analysis and Geoprocessing?• Analysis transforms raw data into information or knowledge

• Spatial analysis does this for geographic or spatial data

• Geoprocessing is a rich suite of tools and/or a framework for processing

geographic data

- ArcGIS Pro 1.4 = ~800 geoprocessing tools

Texas Tornado Start Points (1950-2015) Texas Tornado Hot SpotsTexas Tornado CSV (NOAA)

Analysis in ArcGIS Pro• ArcGIS Pro provides scalable 64-bit execution, non-blocking threading, and

visualization

• Analysis Extensions

- Spatial Analyst

- Network Analyst

- 3D Analyst

- Geostatistical Analyst

• Spatial Statistics / Space-Time Pattern Mining

• Ready-to-use Tools (Services)

• Big Data Tools (New in 1.4 via Portal)

• Geoprocessing History, Python Window, ModelBuilder, Geoprocessing

Environments

• Raster Functions

Demo #1Analysis: Spider Diagrams, Split by Attribute

Spatial Analysis• Spatial Analyst Extension

• Spatial modeling and analysis tools for raster data

• Density, Distance, Interpolation, Hydrology, Map Algebra,

Suitability Analysis, Image Classification, Surfaces, Zonal Statistics

Elevation

Aspect

Slope

Solar Radiation

Distance

from Roads

Weighted Overlay Watersheds

Crime

Density

Network Analysis• Network Analyst Extension

• Tools for working with transportation networks

• Service Areas, Routing, Closest Facility, Location-Allocation,

OD Cost Matrix, Vehicle Routing Problem

Service Areas

Routing

Location-Allocation

OD Cost Matrix

3D Routing

Demo #2Network Analysis: Service Area Analysis

3D Analysis• 3D Analyst Extension

• Tools for working with surface models or 3D vector data

• 3D Feature relationships, CityEngine textures, Interpolation,

Data Management, Surface Generation, Visibility, LiDAR

Sight Lines

Skyline

Volumetric

Measurements

CityEngine Rules

3D Buffer

Demo #33D Analysis: Use LiDAR points to generate height attributes

for building footprints

Statistical Analysis #1• Geostatistical Analyst Extension

• Tools for performing Geostatistical Interpolation

• Multiple Kriging methods, Sampling, Simulations, Validations,

Geostatistical Layers, Geostatistical Wizard

Point Data - Temperature

Histogram

QQ Plot

Semivariogram

Prediction Map

Standard Error Map

Statistical Analysis #2• Spatial Statistics Toolbox (All License levels)

• Tools for performing Spatial Statistics

• Geographic Distributions, Pattern Analysis, Hot Spots,

Cluster Analysis, OLS/Geographically Weighted Regression

Standard Deviational Ellipses

Point

Hot

Spots

Polygon

Hot Spots

Grouping Analysis

OLS/GWR

Regression

Demo #4Spatial Statistics: Optimized Hot Spot vs. Optimized Outlier

Analysis

Space-Time Analysis• Space-Time Pattern Mining Toolbox (All License levels)

• Tools for performing Spatio-Temporal Statistics

• Emerging Hot Spot Analysis, Local Outlier Analysis

Visualize Space-Time Cube in 3D

Chicago Crime Emerging Hot Spots

Texas Tornado

Hot Spots

Texas Tornado 3D Space-Time Cube

Demo #5Space-Time Statistics: 3D Space Time Cube Explorer Add-In

Ready-To-Use Services / Portal Analysis• Ready-To-Use Service Tools use ArcGIS Online credits

• Portal Analysis Tools require a Portal for ArcGIS connection

Ready-To-Use Service Tools Portal Analysis Tools

Feature

Analysis Tools

Raster

Analysis Tools

GeoAnalytics

Tools

(Big Data)

• Analyze Patterns

• Manage Data

• Summarize Data

• Use Proximity

• Analyze Patterns

• Analyze Terrain

• Manage Data

• Summarize Data

• Analyze Patterns

• Find Locations

• Manage Data

• Summarize Data

• Use Proximity

Automating Analysis• ModelBuilder – automating, visualizing, documenting and sharing geoprocessing workflows,

performing iteration, creating custom geoprocessing tools

• Python Window – automating geoprocessing workflows, leveraging programming logic,

accessing third-party libraries (i.e. scipy, pandas), creating custom script tools

• ArcGIS Pro Tasks – set of preconfigured steps that guides a user through a workflow. Can

include geoprocessing, as well as manual operations like selections and editing

ModelBuilder ModelBuilder - Iterators Pro Tasks

Custom Tools

Emerging Hot Spot

Analysis of Global

DeforestationChris Gabris – Blue Raster

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