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Introduction to the ArcGIS
Predictive Analysis ToolsDavid Attaway
Overview
• ArcGIS Desktop Add-in --- FREE
• Set of tools for…
- Raster-based querying
- Mobility and proximity data creation
- Temporal analysis
Predictive Analysis Tools
Agenda:
• Introduction for ArcGIS Predictive Analysis Tools (PA Tools)
- Overview
- Functionality / Demo
• Versatility / Architecture of PA Tools
• Web Based Predictive Analysis Tools
- Overview
- Functionality / Demo
• Questions and Answers
• Closing
Capabilities
• Predict suitable locations, and travel routes
• Extremely fast to accommodate iterative analysis
• Auto-generate analysis based on historic data
• Repeatable and shareable workflows
• Easy to use
Predictive Analysis Tools
Homeland Security
Stopping Smugglers
Environmental Management
Preservation
Law Enforcement
Fighting Drug Production
GeoDesign
Urban Planning
Landscape Architecture
Sustainability
Defense and Intel
Finding Enemy Targets
Medical Geography & Health
Suitability
Weather
Modeling / Forecasting
VersatilityVersatility
Predictive Analysis Tools
Using Doctrine or Pattern of Life
Build Query
(Query Editor)
Analyze
Results
(SPOT Tool)
Optional: Predictive Movement Analysis
(Route Finder)
Refine
Share Analysis
Final Analysis
Map
Define Question
Prepare Data
(Geoprocessing, Speed Model
Builder)
Predictive Site Suitability
Using Evidence to Develop Pattern of Life
Perform Statistical Analysis
(Query Generator)
Build Query
(Query Editor)
Analyze
Results
(SPOT Tool)
Optional: Predictive Movement Analysis
(Route Finder)
Refine
Share Analysis
Final Analysis
Map
Define Question
Prepare Data
(Geoprocessing, Speed Model
Builder)
Using Doctrine or Pattern of Life
Build Query
(Query Editor)
Analyze
Results
(SPOT Tool)
Optional: Predictive Movement Analysis
(Route Finder)
Refine
Final Analysis
Map’s
Define Question
Prepare Data
(Geoprocessing, Speed Model
Builder)
Predictive Site Suitability
Using Evidence to Develop Pattern of Life
Perform Statistical Analysis
(QFIT)
Build Query
(Query Editor)
Analyze
Results
(SPOT Tool)
Optional: Predictive Movement Analysis
(Route Finder)
Refine
Define Question
Prepare Data
(Geoprocessing, Speed Model
Builder)
Predicting Aedes Habitat and suitable locations for vector borne disease
• Where are we likely to have areas of high vector borne disease?
• What are the most important parameters to minimize risk?
• What environments are most suitable to vector borne disease?
• How can we bring together epidemiologists, entomologists, public
health officials, and geographers to capture doctrine?
• Use doctrinal knowledge to set environmental constraints
• Use past data to optimize searching for suitable locations
• Identify which areas are at greatest risk?
• Auto-generate search criteria
Demo Scenario
David Attaway
Predicting Aedes Habitat
and suitable locations
for vector borne disease
Road Map…
• Now
- Version 1.3 is available on the Resource Center
- Previous Versions 1.2 & 1.1 ( ArcMap 10.2.x) and Query Editor ( ArcMap 10.1)
- Predictive Analysis Web 1.0.1 for Web AppBuilder 1.2
• Next (Coming Soon)
- Predictive Analysis Web Tools version 1.2 w/ Query Generator
• Future / Ideas
- More web capabilities
- Desktop tool automation
- Data Decay parameters
- More…
Predictive Analysis Tools
David Attaway
Predictive Analysis
Web Application
Predictive Analysis Web 1.0.1 for Web AppBuilder 1.2 -
http://www.esri.com/apps/products/download/index.cfm?fuseaction=download.main&downloadid=1832
Predictive Analysis Web Tools
• What they are…
- JavaScript Widgets for the Query Editor / Query Inspector
- Compatible with ArcGIS Web App Builder
• What they do…
- Queries as fast as desktop version
- Supports large data, and live services
- Pre-defined queries for reuse and collaboration
• When they are available…
- Stand alone version JUST RELEASED on the resource center
- The next release of the Ops Server from Defense Solutions team
Predictive Analysis Tools
Method that draws on temperature, precipitation, elevation, land cover, and population density variables to
identify locations suitable for mosquito activity year-round.
Thank You to the
Sponsors & Organizers