GIS4Hadoop
A collection of GIS tools for spatial analysis of big data using Hadoop, integrating with ArcGIS for geoprocessing.
Overview
What is GIS4Hadoop?
GIS Tools for Hadoop is a set of tools that leverage the Spatial Framework for Hadoop to perform spatial analysis on large datasets. It includes sample tools, a Java geometry library, Hive spatial functions, and ArcGIS Geoprocessing tools for Hadoop, enabling developers and analysts to process geospatial data in Hadoop clusters.
What is GIS4Hadoop used for?

Top Features
- Spatial analysis of big data
- Integration with ArcGIS Geoprocessing
- Java geometry library
- Hive spatial user-defined functions
- Sample tools for full-stack implementations
How to use GIS4Hadoop?
Start by accessing the samples folder and following instructions for each tool. Requires an Apache Hadoop cluster and ArcGIS for Desktop or Server. Additional components like Apache Hive or Oozie may be needed depending on the tool. Use the Geoprocessing Tools for Hadoop toolbox to integrate with ArcGIS.
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Pros & Cons
Pros
- Open-source under Apache License
- Supports large-scale geospatial data processing
- Integrates with popular GIS software
- Extensible with custom tools
Cons
- Requires Hadoop cluster setup
- Dependent on ArcGIS for some features
- May need additional components like Hive
Use Cases
- Analyzing vehicle trip data for urban planning
- Processing satellite imagery for environmental monitoring
- Spatial data aggregation for government agencies
GIS4Hadoop Pricing
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