ArcGIS Pro: Analysis and GeoprocessingNicholas M. Giner – Esri

Agenda

• What is Analysis and Geoprocessing?

• Analysis in ArcGIS Pro

- 2D (Spatial)

- 3D (Elevation)

- 4D (Temporal)

• Types of Analysis – Proximity/Overlay, Raster, Network, Statistical,

Temporal, 3D

• Automating Analysis: ModelBuilder, Python

• Extending analysis with the R-ArcGIS bridge

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 2.1 = ~1,100 geoprocessing tools

~100,000 NYC Graffiti Incidents NYC Graffiti Hot Spots

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)

• Feature Analysis Tools (Big Data)

• GP History, Python Window, ModelBuilder, GP Environments

• Raster Functions

• Interactive feature input

• Parallel processing

Proximity/Overlay Analysis• Analysis toolbox

• Tools for extraction, proximity, and overlay analysis

• Clip, Intersect, Union, Spatial Join, Near, Buffer, Thiessen Polygons,

Enrich Layer, Summarize Within/Nearby, Summary Statistics

Demo #1Analysis: XY Table to Point, Thiessen Polygons, Interactive Feature Input, Environment Settings, Clip

Raster 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

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

• Measuring Geographic Distributions, Pattern Analysis,

Cluster Analysis, OLS/Geographically Weighted Regression

Standard Deviational Ellipses

Point

Hot

Spots

Polygon

Hot Spots

Multivariate Clustering

OLS/GWR

Regression

Demo #3Spatial Statistics: Density-based Clustering / Mean Center /

Enrich Layer / Similarity Search

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

NYC Graffiti

Emerging

Hot Spots

NYC Graffiti 3D Space-Time Cube

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 #43D Analysis: Shadow impact assessment / 3D Interactive Tools

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

• Portal Analysis Tools require an ArcGIS Enterprise deployment

Ready-To-Use Service ToolsPortal 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

• Generalize

• Hydrology

• Use Proximity

• Analyze Patterns

• Find Locations

• Manage Data

• Summarize Data

• Use Proximity

Automating Analysis• ModelBuilder > Custom tools > Reporting

Automating Analysis• Python Scripts > Python Script tools

Extending Analysis with the R-bridge

ArcGIS R Script R

ArcGIS R

ArcGIS R

ArcGIS users

R users

ArcGIS developers

Demo #5R-ArcGIS Bridge

Print Your Certificate of AttendancePrint stations located in the 140 Concourse

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