ArcGIS Pro: Analysis and Geoprocessing Nicholas 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 CSV (NOAA) Texas Tornado Start Points (1950-2015) Texas Tornado 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) Big Data Tools (New in 1.4 via Portal) Geoprocessing History, Python Window, ModelBuilder, Geoprocessing Environments Raster Functions
Demo #1 Analysis: 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 Weighted Overlay Elevation Aspect Watersheds Slope Solar Radiation Distance from Roads 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 OD Cost Matrix Routing 3D Routing Location-Allocation
Demo #2 Network 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 CityEngine Rules Sight Lines Skyline 3D Buffer Volumetric Measurements
Demo #3 3D 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 Prediction Map Histogram QQ Plot Standard Error Map Semivariogram
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 Grouping Analysis Point Hot Spots Polygon Hot Spots OLS/GWR Regression
Demo #4 Spatial 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 3D Space-Time Cube Texas Tornado Hot Spots
Demo #5 Space-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 Analyze Patterns Manage Data Summarize Data Use Proximity Analyze Patterns Analyze Terrain Manage Data Summarize Data GeoAnalytics Tools (Big 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 Deforestation Chris Gabris Blue Raster
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