ArcGIS Pro: Analysis and GeoprocessingMike Flanagan, Senior Instructor

Agenda

• What is Analysis and Geoprocessing?• Analysis in ArcGIS Pro

- 2D (Spatial)- 3D (Elevation)- 4D (Temporal)

• Types of Analysis • Automating Analysis: ModelBuilder, Python• Extending analysis with the R-ArcGIS bridge• Migration for ArcMap Users

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 2.3 = ~1,200 geoprocessing tools

~100,000 NYC Graffiti Incidents NYC Graffiti Hot Spots

Analysis in ArcGIS Pro• ArcGIS Pro provides incredible 2D, 3D, and 4D (temporal) analyses

• 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

Geoprocessing in ArcGIS Pro• User experience driven through the

Geoprocessing pane - Search for tools or explore Toolboxes- Open tools and set parameter and environment

settings- Run the tool and track progress- View recently run tools and history

• Support most * tool, models, and Python scripts that work in ArcMap• esriurl.com/MissingTools• *ArcObjects-based custom tools are not supported

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

ProximityDemo #1

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

Distancefrom 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 ProblemService Areas

Routing

Location-Allocation

OD Cost Matrix

3D Routing

Raster and Network AnalysisDemo #2

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 PlotPrediction 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

PointHot Spots

Polygon Hot Spots

Multivariate Clustering

OLS/GWR Regression

Spatial StatisticsDemo #3

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 GraffitiEmergingHot 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

3D AnalysisDemo #4

Ready-To-Use Services / Analysis in an ArcGIS portal• Ready-To-Use Service Tools use ArcGIS Online credits

• Portal Analysis Tools require an ArcGIS Enterprise deployment

Ready-To-Use Service Tools Portal Analysis Tools

FeatureAnalysis Tools

RasterAnalysis Tools

GeoAnalyticsTools(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

ArcGIS Pro Migration Considerations

ArcGIS Security Update – TLS 1.2

• Esri is committed to using the latest industry standards and best practices for security protocols

• On April 16, 2019, we are updating ArcGIS Online to enforce the use of TLS (Transport Layer Security) version 1.2

• What Does This Mean For You?- Users of most ArcGIS software or custom solutions using Esri technology may be affected

by this planned update - If you have not updated and validated your system's support for TLS v1.2 only, you may lose your ability to connect to ArcGIS Online.

• What Do You Need to Do?- Go to the Esri TLS Support page for information, patches, and instructions for updating

software:

support.esri.com/en/tls

Print Your Certificate of AttendancePrint Stations Located at L Street Bridge

Tuesday Wednesday12:30 pm – 6:30 pm GIS Solutions Expo Hall D

5:15 pm – 6:30 pm GIS Solutions Expo SocialHall D

10:45 am – 5:15 pm GIS Solutions Expo Hall D

6:30 pm – 9:00 pm Networking ReceptionNational Museum ofNatural History

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