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@ -182,6 +182,7 @@ Long list of geospatial analysis tools. Geospatial analysis, or just spatial ana
* [Baremaps](https://www.baremaps.com/) - An open source pipeline for producing Mapbox vector tiles from OpenStreetMap with Postgis and Java. * [Baremaps](https://www.baremaps.com/) - An open source pipeline for producing Mapbox vector tiles from OpenStreetMap with Postgis and Java.
* [Deegree](http://www.deegree.org/) - Open source software for spatial data infrastructures and the geospatial web. Deegree offers components for geospatial data management, including data access, visualization, discovery and security. Open standards are at the heart of Deegree. It supports WMS, WFS for Catalogue Service, WCS, WPS, WMTS. * [Deegree](http://www.deegree.org/) - Open source software for spatial data infrastructures and the geospatial web. Deegree offers components for geospatial data management, including data access, visualization, discovery and security. Open standards are at the heart of Deegree. It supports WMS, WFS for Catalogue Service, WCS, WPS, WMTS.
* [Geoserver](http://geoserver.org/) - WMS written in Java and relies on GeoTools. Allows users to share and edit geospatial data. * [Geoserver](http://geoserver.org/) - WMS written in Java and relies on GeoTools. Allows users to share and edit geospatial data.
* [GeoTrellis Server](https://github.com/geotrellis/geotrellis-server) - Tools for building raster processing and display services. It supports WMS, WCS, WMTS and can use individual rasters, STAC Catalogs (through the STAC API service) and GeoTrellis Layers as input raster sources.
* [MapGuide](https://mapguide.osgeo.org/) - Runs on Linux or Windows, supports Apache and IIS web servers, and has APIs (PHP, .NET, Java, and JavaScript) for application development. * [MapGuide](https://mapguide.osgeo.org/) - Runs on Linux or Windows, supports Apache and IIS web servers, and has APIs (PHP, .NET, Java, and JavaScript) for application development.
* [MapProxy](http://mapproxy.org/) - An open source tile server proxy for geospatial data (WMS-C, TMS, WMTS, KML SuperOverlays). It caches, accelerates and transforms data from existing map services and serves any desktop or web GIS client. * [MapProxy](http://mapproxy.org/) - An open source tile server proxy for geospatial data (WMS-C, TMS, WMTS, KML SuperOverlays). It caches, accelerates and transforms data from existing map services and serves any desktop or web GIS client.
* [Mapserver](http://mapserver.org/) - WMS written in C. * [Mapserver](http://mapserver.org/) - WMS written in C.
@ -190,7 +191,7 @@ Long list of geospatial analysis tools. Geospatial analysis, or just spatial ana
* [Terracotta](https://github.com/DHI-GRAS/terracotta) - A light-weight, versatile XYZ tile server. MIT-licensed, pure Python, serving Cloud-Optimized GeoTIFF (COG). * [Terracotta](https://github.com/DHI-GRAS/terracotta) - A light-weight, versatile XYZ tile server. MIT-licensed, pure Python, serving Cloud-Optimized GeoTIFF (COG).
* [utilery](https://github.com/tilery/utilery) - Micro vector tile manufacturing from PostGIS. * [utilery](https://github.com/tilery/utilery) - Micro vector tile manufacturing from PostGIS.
* [Zoo Project WPS](http://www.zoo-project.org/) - A WPS (Web Processing Service) implementation written in C, Python and JavaScript. It is an open source platform which implements the WPS 1.0.0 and WPS 2.0.0 standards edited by the Open Geospatial Consortium (OGC). It provides a developer-friendly framework for creating and chaining WPS compliant Web Services. * [Zoo Project WPS](http://www.zoo-project.org/) - A WPS (Web Processing Service) implementation written in C, Python and JavaScript. It is an open source platform which implements the WPS 1.0.0 and WPS 2.0.0 standards edited by the Open Geospatial Consortium (OGC). It provides a developer-friendly framework for creating and chaining WPS compliant Web Services.
* [GeoTrellis Server](https://github.com/geotrellis/geotrellis-server) - Tools for building raster processing and display services. It supports WMS, WCS, WMTS and can use individual rasters, STAC Catalogs (through the STAC API service) and GeoTrellis Layers as input raster sources.
## Radar ## Radar
@ -382,7 +383,6 @@ Long list of geospatial analysis tools. Geospatial analysis, or just spatial ana
* [TorchSat](https://github.com/sshuair/torchsat) - TorchSat is an open-source PyTorch framework for satellite imagery analysis. * [TorchSat](https://github.com/sshuair/torchsat) - TorchSat is an open-source PyTorch framework for satellite imagery analysis.
* [WaterNet](https://github.com/treigerm/WaterNet) - A convolutional neural network that identifies water in satellite images. * [WaterNet](https://github.com/treigerm/WaterNet) - A convolutional neural network that identifies water in satellite images.
* [YOLT](https://github.com/avanetten/yolt) - You Only Look Twice: Rapid Multi-Scale Object Detection In Satellite Imagery. * [YOLT](https://github.com/avanetten/yolt) - You Only Look Twice: Rapid Multi-Scale Object Detection In Satellite Imagery.
* [Raster Vision](https://github.com/azavea/raster-vision) - An open source framework for deep learning on satellite and aerial imagery.
## Python ## Python
@ -477,6 +477,7 @@ Long list of geospatial analysis tools. Geospatial analysis, or just spatial ana
* [pyroSAR](https://github.com/johntruckenbrodt/pyroSAR) - A Python Framework for Large-Scale SAR Satellite Data Processing. * [pyroSAR](https://github.com/johntruckenbrodt/pyroSAR) - A Python Framework for Large-Scale SAR Satellite Data Processing.
* [PySAL](http://pysal.readthedocs.io/en/latest/) - For all your spatial econometrics needs. * [PySAL](http://pysal.readthedocs.io/en/latest/) - For all your spatial econometrics needs.
* [PyShp](https://code.google.com/archive/p/pyshp/) - For reading and writing shapefiles. * [PyShp](https://code.google.com/archive/p/pyshp/) - For reading and writing shapefiles.
* [PySTAC](https://github.com/stac-utils/pystac) - Python library for working with any SpatioTemporal Asset Catalog (STAC).
* [Python Geocoder](https://github.com/DenisCarriere/geocoder) - Simple and consistent geocoding library written in Python. * [Python Geocoder](https://github.com/DenisCarriere/geocoder) - Simple and consistent geocoding library written in Python.
* [python-opencage-geocoder](https://github.com/OpenCageData/python-opencage-geocoder) - A Python module that uses the OpenCage Geocoding API. * [python-opencage-geocoder](https://github.com/OpenCageData/python-opencage-geocoder) - A Python module that uses the OpenCage Geocoding API.
* [pyWPS](http://pywps.org/) - An implementation of the Web Processing Service standard from the Open Geospatial Consortium. PyWPS is written in Python. It enables integration, publishing and execution of Python processes via the WPS standard. * [pyWPS](http://pywps.org/) - An implementation of the Web Processing Service standard from the Open Geospatial Consortium. PyWPS is written in Python. It enables integration, publishing and execution of Python processes via the WPS standard.
@ -519,7 +520,7 @@ Long list of geospatial analysis tools. Geospatial analysis, or just spatial ana
* [xarray_leaflet](https://github.com/davidbrochart/xarray_leaflet) - An xarray extension for tiled map plotting. * [xarray_leaflet](https://github.com/davidbrochart/xarray_leaflet) - An xarray extension for tiled map plotting.
* [xcube](https://github.com/dcs4cop/xcube) - xcube is a Python package for generating and exploiting data cubes powered by xarray, dask, and zarr. * [xcube](https://github.com/dcs4cop/xcube) - xcube is a Python package for generating and exploiting data cubes powered by xarray, dask, and zarr.
* [YATSM](https://github.com/ceholden/yatsm) - Yet Another Timeseries Model (YATSM) is a Python package for utilizing a collection of timeseries algorithms and methods designed to monitor the land surface using remotely sensed imagery. * [YATSM](https://github.com/ceholden/yatsm) - Yet Another Timeseries Model (YATSM) is a Python package for utilizing a collection of timeseries algorithms and methods designed to monitor the land surface using remotely sensed imagery.
* [PySTAC](https://github.com/stac-utils/pystac) - Python library for working with any SpatioTemporal Asset Catalog (STAC).
## Perl ## Perl
@ -531,6 +532,7 @@ Long list of geospatial analysis tools. Geospatial analysis, or just spatial ana
* [Apache SIS](http://sis.apache.org/) - Apache Spatial Information System (SIS) is a free software, Java language library for developing geospatial applications. * [Apache SIS](http://sis.apache.org/) - Apache Spatial Information System (SIS) is a free software, Java language library for developing geospatial applications.
* [asgbook](https://github.com/lakshmanok/asgbook) - Implementation of GIS/RS features in Java. Its also the code accompanying the book "Automating the Analysis of Spatial Grids" by Valliappa Lakshmanan. * [asgbook](https://github.com/lakshmanok/asgbook) - Implementation of GIS/RS features in Java. Its also the code accompanying the book "Automating the Analysis of Spatial Grids" by Valliappa Lakshmanan.
* [GDAL Warp Bindings](https://github.com/geotrellis/gdal-warp-bindings) - Thread-safe bindings for GDAL's Warp functionality.
* [Geoapi](http://www.geoapi.org/) - GeoAPI provides a set of Java language programming interfaces for geospatial applications. * [Geoapi](http://www.geoapi.org/) - GeoAPI provides a set of Java language programming interfaces for geospatial applications.
* [Geonetwork](http://geonetwork-opensource.org/) - GeoNetwork is a catalog application to manage spatially referenced resources. * [Geonetwork](http://geonetwork-opensource.org/) - GeoNetwork is a catalog application to manage spatially referenced resources.
* [GeoServer](http://geoserver.org/) - GeoServer is open source server for sharing geospatial data. * [GeoServer](http://geoserver.org/) - GeoServer is open source server for sharing geospatial data.
@ -545,13 +547,12 @@ Long list of geospatial analysis tools. Geospatial analysis, or just spatial ana
* [LuciadLightspeed](http://www.luciad.com/solutions/luciadlightspeed) - A Java library that provides the foundations for advanced geospatial analytics applications * [LuciadLightspeed](http://www.luciad.com/solutions/luciadlightspeed) - A Java library that provides the foundations for advanced geospatial analytics applications
* [MapFish Print](http://mapfish.github.io/) - The purpose of Mapfish Print is to create reports that contain maps (and map related components) within them. The project is a Java based servlet/library/application based on the mature Jasper Reports Library. * [MapFish Print](http://mapfish.github.io/) - The purpose of Mapfish Print is to create reports that contain maps (and map related components) within them. The project is a Java based servlet/library/application based on the mature Jasper Reports Library.
* [Openmap](https://github.com/openmap-java/openmap) - Open Source JavaBeans-based programmer's toolkit. * [Openmap](https://github.com/openmap-java/openmap) - Open Source JavaBeans-based programmer's toolkit.
* [PDAL-Java](Java extension and bindings for PDAL) - Java extension and bindings for PDAL.
* [Photon](https://github.com/komoot/photon) - Photon is an open source geocoder built for OpenStreetMap data. It is based on elasticsearch. * [Photon](https://github.com/komoot/photon) - Photon is an open source geocoder built for OpenStreetMap data. It is based on elasticsearch.
* [Proj4j](https://github.com/locationtech/proj4j) - Java port of the Proj.4 library for coordinate reprojection.
* [Spatial4j](https://github.com/locationtech/spatial4j) - Spatial4j is a general purpose geospatial ASL licensed open-source Java library. * [Spatial4j](https://github.com/locationtech/spatial4j) - Spatial4j is a general purpose geospatial ASL licensed open-source Java library.
* [whitebox-geospatial-analysis-tools](https://github.com/jblindsay/whitebox-geospatial-analysis-tools) - An open-source GIS and remote sensing package. * [whitebox-geospatial-analysis-tools](https://github.com/jblindsay/whitebox-geospatial-analysis-tools) - An open-source GIS and remote sensing package.
* [World Wind Java SDK](http://worldwind.arc.nasa.gov/java/) - Nasa cross-platform Java SDK. * [World Wind Java SDK](http://worldwind.arc.nasa.gov/java/) - Nasa cross-platform Java SDK.
* [Proj4j](https://github.com/locationtech/proj4j) - Java port of the Proj.4 library for coordinate reprojection.
* [PDAL-Java](Java extension and bindings for PDAL) - Java extension and bindings for PDAL.
* [GDAL Warp Bindings](https://github.com/geotrellis/gdal-warp-bindings) - Thread-safe bindings for GDAL's Warp functionality.
## Kotlin ## Kotlin
@ -782,6 +783,7 @@ Long list of geospatial analysis tools. Geospatial analysis, or just spatial ana
## Scala ## Scala
* [Franklin](https://github.com/azavea/franklin) - A STAC/OGC API Features Web Service.
* [fulgurite](https://github.com/SatelliteApplicationsCatapult/fulgurite) - Fulgurite is a way to use Apache Spark to process GeoTIFF images in a distributed way. * [fulgurite](https://github.com/SatelliteApplicationsCatapult/fulgurite) - Fulgurite is a way to use Apache Spark to process GeoTIFF images in a distributed way.
* [geoscript.scala](https://github.com/dwins/geoscript.scala) - Scala implementation of the GeoScript API. * [geoscript.scala](https://github.com/dwins/geoscript.scala) - Scala implementation of the GeoScript API.
* [GeoTrellis](https://github.com/locationtech/geotrellis) - GeoTrellis is a Scala library and framework that uses Spark to work with raster data. * [GeoTrellis](https://github.com/locationtech/geotrellis) - GeoTrellis is a Scala library and framework that uses Spark to work with raster data.
@ -789,7 +791,7 @@ Long list of geospatial analysis tools. Geospatial analysis, or just spatial ana
* [osm4scala](https://simplexspatial.github.io/osm4scala/) - High perfromance Scala library and Spark Polyglot (Scala, Python, SQL, etc.) connector for OpenStreetMap Pbf files. * [osm4scala](https://simplexspatial.github.io/osm4scala/) - High perfromance Scala library and Spark Polyglot (Scala, Python, SQL, etc.) connector for OpenStreetMap Pbf files.
* [RTree2D](https://github.com/plokhotnyuk/rtree2d) - RTree2D is a 2D immutable R-tree with STR (Sort-Tile-Recursive) packing for ultra-fast nearest and intersection queries. * [RTree2D](https://github.com/plokhotnyuk/rtree2d) - RTree2D is a 2D immutable R-tree with STR (Sort-Tile-Recursive) packing for ultra-fast nearest and intersection queries.
* [Stac4s](https://github.com/azavea/stac4s) - a scala library with primitives to build applications using the SpatioTemporal Asset Catalogs specification. * [Stac4s](https://github.com/azavea/stac4s) - a scala library with primitives to build applications using the SpatioTemporal Asset Catalogs specification.
* [Franklin](https://github.com/azavea/franklin) - A STAC/OGC API Features Web Service.
## Groovy ## Groovy
@ -890,6 +892,7 @@ Long list of geospatial analysis tools. Geospatial analysis, or just spatial ana
* [Leaflet TimeDimension](https://github.com/socib/Leaflet.TimeDimension) - Add time dimension capabilities on a Leaflet map. * [Leaflet TimeDimension](https://github.com/socib/Leaflet.TimeDimension) - Add time dimension capabilities on a Leaflet map.
* [leaflet-providers](https://github.com/leaflet-extras/leaflet-providers) - An extension to Leaflet that contains configurations for various free tile providers. * [leaflet-providers](https://github.com/leaflet-extras/leaflet-providers) - An extension to Leaflet that contains configurations for various free tile providers.
* [Leaflet](http://leafletjs.com/) - Open-Source JavaScript Library for Mobile-Friendly Interactive Maps. * [Leaflet](http://leafletjs.com/) - Open-Source JavaScript Library for Mobile-Friendly Interactive Maps.
* [Loam](https://github.com/azavea/loam) - Javascript wrapper for GDAL in the browser.
* [LuciadRIA](http://www.luciad.com/solutions/luciadria) - A JavaScript library for 3D globes and maps, with support for military symbology and desktop-like performance * [LuciadRIA](http://www.luciad.com/solutions/luciadria) - A JavaScript library for 3D globes and maps, with support for military symbology and desktop-like performance
* [mapbox-gl-draw](https://github.com/mapbox/mapbox-gl-draw) - Draw tools for mapbox-gl-js. * [mapbox-gl-draw](https://github.com/mapbox/mapbox-gl-draw) - Draw tools for mapbox-gl-js.
* [mapboxgl-powerbi](https://github.com/mapbox/mapboxgl-powerbi) - Mapbox GL PowerBI custom visual. * [mapboxgl-powerbi](https://github.com/mapbox/mapboxgl-powerbi) - Mapbox GL PowerBI custom visual.
@ -919,9 +922,6 @@ Long list of geospatial analysis tools. Geospatial analysis, or just spatial ana
* [ui-leaflet](https://github.com/angular-ui/ui-leaflet) - AngularJS directive to embed an interact with maps managed by Leaflet library. * [ui-leaflet](https://github.com/angular-ui/ui-leaflet) - AngularJS directive to embed an interact with maps managed by Leaflet library.
* [Vue2Leaflet](https://github.com/KoRiGaN/Vue2Leaflet) - Vue 2 components for Leaflet maps. * [Vue2Leaflet](https://github.com/KoRiGaN/Vue2Leaflet) - Vue 2 components for Leaflet maps.
* [Windshaft](https://github.com/CartoDB/Windshaft) - A Node.js map tile library for PostGIS and torque.js, with CartoCSS styling. * [Windshaft](https://github.com/CartoDB/Windshaft) - A Node.js map tile library for PostGIS and torque.js, with CartoCSS styling.
* [Loam](https://github.com/azavea/loam) - Javascript wrapper for GDAL in the browser.
## R ## R