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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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