Geospatial Data Analysis and Visualization

  1. Tools and Technologies
    1. Desktop GIS Software
      1. Commercial Software
        1. ArcGIS Pro
          1. MapInfo
          2. Open Source Software
            1. QGIS
              1. GRASS GIS
                1. gvSIG
              2. Web GIS and Platforms
                1. Web Mapping Libraries and APIs
                  1. Leaflet
                    1. Mapbox GL JS
                      1. OpenLayers
                        1. Google Maps API
                        2. GIS Server Technologies
                          1. ArcGIS Server
                            1. GeoServer
                              1. MapServer
                              2. Cloud-Based GIS Platforms
                                1. ArcGIS Online
                                  1. Google Earth Engine
                                    1. CARTO
                                      1. Amazon Location Service
                                    2. Programming for Geospatial Analysis
                                      1. Python for GIS
                                        1. GeoPandas
                                          1. Rasterio
                                            1. Shapely
                                              1. Fiona
                                                1. PySAL
                                                  1. arcpy
                                                  2. R for Spatial Analysis
                                                    1. sf
                                                      1. raster
                                                        1. tmap
                                                          1. sp
                                                            1. leaflet
                                                            2. Spatial SQL
                                                              1. PostGIS
                                                                1. SpatiaLite
                                                                  1. SQL Spatial Functions
                                                                  2. JavaScript for Web Mapping
                                                                    1. Data Binding and Visualization
                                                                  3. Automation and Scripting
                                                                    1. ModelBuilder
                                                                      1. Batch Processing
                                                                        1. Workflow Automation

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                                                                      5. Geospatial Visualization and Cartography

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                                                                      7. Applications and Advanced Topics