awesome-gis
by sshuair
😎Awesome GIS is a collection of geospatial related sources, including cartographic tools, geoanalysis tools, developer tools, data, conference & communities, news, massive open online course, some amazing map sites, and more.
AI summary
Geo toolset
A collection of resources and tools for working with geospatial data
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What's in the list
869 links in 54 sections, with live GitHub stats.activeno commit in 2y
Open Books
- Geospatial Data Science with Julia
Open book on geospatial data science with the Julia programming language
Geographic Information System Software
- ArcGIS Desktop
: Extendable desktop suite to manage, visualize and analyze GIS data in 2D and 3D, including image processing. Includes ArcGIS Pro, ArcMap, ArcCatalog, and ArcGIS Online
- DIVA-GIS
DIVA-GIS is a free geographic information system software program used for the analysis of geographic data, in particular point data on biodiversity
- GeoDa
A free and open source software tool that serves as an introduction to spatial data analysis
- GISInternals
Povidesdaily build packages and software development kits for the GDAL and MapServer
- Global Mapper
An easy-to-use, robust, and genuinely affordable GIS application that combines a wide array of spatial data processing tools with access to an unparalleled variety of data formats
- GRASS GIS
A free and open source GIS software suite used for geospatial data management and analysis, image processing, graphics and maps production, spatial modeling, and visualization
- gvSIG
A powerful, user-friendly, interoperable GIS
- JUMP GIS
An open source GIS written in Java
- MapInfo Pro
A full-featured desktop solution to prepare data for web mapping applications and create presentation quality maps that combines data analysis, visual insights, and map publishing
- Marble
A virtual globe and world atlas
OpenOrienteering Mapper
A software for creating maps for the orienteering sport
- QGIS
A free and open source GIS
- SAGA
Open source system for automated geoscientific analyses
SharpMap
An easy-to-use mapping library for use in web and desktop applications
- TileMill
An open source map design studio, developed by a community of volunteer open source contributors
- uDig
An open source (EPL and BSD) desktop application framework, built with Eclipse Rich Client (RCP) technology
- Whitebox GAT
An open source desktop GIS and remote sensing software package for general applications of geospatial analysis and data visualization
- DIVA-GIS
DIVA-GIS is a free geographic information system software program used for the analysis of geographic data, in particular point data on biodiversity
- Abc-Map
A lightweight and user-friendly Web GIS. Create, import data from various sources, export maps or share them online freely and easily
Remote Sensing Software
- eCognition
A powerful development environment for object-based image analysis
- ENVI
A geospatial imagery analysis and processing software
- ERDAS IMAGINE
A geospatial imagery analysis and processing software
- Google Earth
A computer program that renders a 3D representation of Earth based on satellite imagery
- Google Earth Studio
An animation tool for Google Earth’s satellite and 3D imagery
- GRASS GIS
A free and open source GIS software suite used for geospatial data management and analysis, image processing, graphics and maps production, spatial modeling, and visualization
- Opticks
An expandable remote sensing and imagery analysis software platform that is free and open source
- Orfeo toolbox
An open-source project for state-of-the-art remote sensing, including a fast image viewer, apps callable from Bash, Python or QGIS, and a powerful C++ API
- PANOPLY
Panoply plots geo-referenced and other arrays from netCDF, HDF, GRIB, and other datasets
- PCI Geomatica
A remote sensing desktop software package for processing earth observation data
- SNAP
A common architecture for all Sentinel Toolboxes
3D Applications
- ArcGIS Earth
Allows you to explore any part of the world. Work with a variety of 3D and 2D map data formatt, including KML. Display data, sketch placemarks, measure and perform interactive analysis, and add annotations
- CityEngine
Advanced 3D modeling software
- DEM Net Elevation API
3D terrain model generation online from open data (DEM, OSM) and imagery, exports to STL and glTF
Earth Enterprise
the open source release of Google Earth Enterprise, a geospatial application which provides the ability to build and host custom 3D globes and 2D maps
- Google Earth
A computer program that renders a 3D representation of Earth based on satellite imagery
- Skyline
3D desktop and web-based applications, enabling an enterprise to build, edit, navigate, query, and analyze realistic 3D environments
- World Wind
An SDK (software development kit) that software engineers can use to build their own applications
Web Map Servers
- ArcGIS Server
A GIS server for enterprise application
- Baremaps
Apache Baremaps is a toolkit and a set of infrastructure components for creating, publishing, and operating online maps
- deegree
An open source software for spatial data infrastructures and the geospatial web
- GeoDjango
A GIS server built with python web framework -- django
- geomajas
An open source platform to create Web GIS applications
- GeoMOOSE
A Web Client JavaScript Framework for displaying distributed cartographic data
- GeoNode
Open Source Geospatial Content Management System
- GeoServer
An open source server for sharing geospatial data
GeoTrellis
A geographic data processing engine for high performance applications that uses Spark to work with raster data
- GeoWebCache
A java web application used to cache map tiles coming from a variety of sources such as OGC WMS in order to accelerate and optimize map image delivery
Google Earth Enterprise
the open source release of Google Earth Enterprise, a geospatial application which provides the ability to build and host custom 3D globes and 2D maps
- mapbender3
Publishing spatial data infrastructure services on the Symfony 2 PHP
- MapFish
A framework for building rich web-mapping applications built with Pylons Python web framework
- MapGuide
A Web Client JavaScript Framework for displaying distributed cartographic data
- Mapnik
An open source mapping toolkit written in C++ for desktop-based and server-based map rendering
- MapServer
Publishing spatial data and interactive mapping applications to the web
- MapTiler Server
Map server for self-hosting of vector tiles, satellite imagery, own geodata and data from PostGIS database
- Nanocubes
An in-memory data structure for spatiotemporal data cubes
- NextGIS Web
An open source framework for storage, visualization and permissions management of all kinds of geospatial data
- OpenTileServer
This script is for building a basic tile server with OpenStreetMap data
- QGIS Server
a FastCGI/CGI application written in C++ that works together with a webserver
- SuperMap iServer
A Cloud GIS application server based on high-efficiency cross-platform GIS kernel, having the functions like 2D & 3D integration service publishing, management and cluster, providing multi-layer extension development abilities
Front-end Framework
- ArcGIS Maps SDK for JavaScript
Build high-performing 2D and 3D mapping applications supported by Esri
- CesiumJS
An open source JavaScript library for world-class 3D globes and maps
- Clockwork Micro
Geospatial tools to create vector tile endpoints from postgis databases and full web maps
- CMV
The Configurable Map Viewer (CMV) is an open source mapping framework that works with ESRI JavaScript API, ArcGIS Server, ArcGIS Online, and more
d3-carto-map
A library for creating layer-based maps using D3
- d3-geomap
A library for creating geographical maps based on D3.js
- D3.js
A JavaScript library for manipulating documents based on data
- Echarts
A user-friendly data visualisation library supported by Baidu
- geomajas-client javascript
Open source JavaScript mapping API for cool maps and apps
- Google Maps Javascript API
A JavaScript api for google map
- jVectorMap
A vector-based, cross-browser and cross-platform component for interactive geography-related data visualization on the web
L7
Large-scale WebGL-powered Geospatial Data Visualization By Ant Financial
- Leaflet
Open source javaScript library for mobile-friendly interactive maps
- Leaflet-Geoman
A poweful leaflet plugin for drawing and editing geometry layers
- Mapbox GL JS
A JavaScript & WebGL library that renders interactive maps from vector tiles and the Mapbox GL Style Specification
MapLibre GL
Is a community led fork derived from Mapbox GL JS prior to their switch to a non-OSS license
maptalks.js
A light and plugable JavaScript library for integrated 2D/3D maps
Mapv
A library of geography visualization
- OpenGlobus
JavaScript 3D maps and geospatial data visualization engine library. It uses the pure WebGL technology
- OpenLayers
Open source JavaScript map viewing library
- OpenMapTiles
Set of open-source tools for self-hosting of OpenStreetMap maps in more than 50 languages. It provides both raster as well as vector tiles, WMS and WMTS services for GIS programs, support for JavaScript viewers and mobile SDK
- Polymaps
A JavaScript library for image- and vector-tiled maps using SVG
- SuperMap iClient JavaScript
Cloud GIS web client development platform supported by SuperMap
Tangram
A JavaScript library for rendering 2D & 3D maps live in a web browser with WebGL
three-geo
Is a three.js based geographic visualization library
- three.js
A JavaScript 3D library which makes WebGL simpler
- turf.js
Advanced geospatial analysis for browsers and node supported by Mapbox
webglearth2
Open-source virtual planet web application running in any web browser with support for WebGL HTML5 standard
Spatial Database
- DB2 Spatial Extender
An extender for IBM DB2 to generate and analyze spatial information about geographic features, and to store and manage the data on which this information is based
- Esri Enterprise Geodatabase
It's an addition to a relational database engine like PostgreSQL. Besides to make spatial calculations and apply topological rules, adds data version control, etc
- GeoMesa
An open-source, distributed, spatio-temporal database built on a number of distributed cloud data storage systems, including Accumulo, HBase, Cassandra, and Kafka
- GeoPackage
based on - The GeoPackage Encoding Standard describes a set of conventions for storing the following within an SQLite database
- GeoWave
It provides geospatial and temporal indexing on top of Accumulo, HBase, BigTable, Cassandra, and DynamoDB
- H2GIS
A spatial extension of the H2 database
MBtiles
A specification for storing tiled map data in SQLite databases
- mongoDB
An open-source, document database designed for ease of development and scaling
- MSSQL
A high-performance database support by Microsoft
- MySQL
the world's most popular open source database
- Omnisci
SQL engine that leverages the parallel processing power of GPUs to query billions of rows in milliseconds
- Oracle Spatial
Oracle-based advanced spatial data analysis
- PostGIS
based on - Most advanced open source database
- Spatialite
based on - Lightweight SQL library to support fully spatially capability
Tile38
Tile38 is a geospatial database, spatial index, and realtime geofence
- TimescaleDB
An open-source time-series SQL database optimized for fast ingest and complex queries
Mobile Develop Tools
- ArcGIS Maps SDK for Kotlin
Build 2D and 3D mapping applications for Android devices supported by Esri
- Mapbox Android SDK
Includes APIs for static vector and raster maps, camera use, navigation, and custom marker drawing
NextGIS Android SDK
An open source library for Android geo applications
OpenOrienteering Mapper
A software for creating maps for the orienteering sport
TileView
Asynchronously display tile-based images, with additional functionality for 2D map
WhirlyGlobe-Maply
3D globe and flat-map SDK for Android. This toolkit has a large API for fine-grained control over the map or globe. It reads a wide variety of GIS data formats
- ArcGIS Maps SDK for .NET
Build native mapping apps for Android and iOS in C# using .NET Multi-platform App UI (MAUI) supported by Esri
- ArcGIS Maps SDK for Qt
Build native mapping apps for Android and iOS in Qt supported by Esri
- ArcGIS Maps SDK for Swift
Build 2D and 3D mapping applications for iOS devices supported by Esri
- Mapbox iOS SDK
Includes APIs for static maps, directions, and navigation
NextGIS iOS SDK
An open source library for iOS geo applications
WhirlyGlobe-Maply
3D globe and flat-map SDK for iOS. This toolkit has a large API for fine-grained control over the map or globe. It reads a wide variety of GIS data formats
Desktop Develop Tools
- ArcGIS Maps SDK for .NET
Build 2D and 3D native mapping apps for Windows, Android and iOS in C# using .NET supported by Esri
- ArcGIS Maps SDK for Java
Build 2D and 3D mapping applications for Windows, Linux, and macOS in Java supported by Esri
- ArcGIS Maps SDK for Qt
Build 2D and 3D native mapping apps for Windows, macOS, Linux, or Android in Qt supported by Esri
Deep Learning / Deep Learning Framework for Geospatial
Awesome Remote Sensing Change Detection
List of datasets, codes, papers, and contests related to remote sensing change detection
Awesome Semantic Segmentation
A code list of semantic segmentation
deep learning object detection
A paper list of object detection using deep learning
eo-learn
Earth observation processing framework for machine learning in Python
label-maker
Data Preparation for Satellite Machine Learning
- neat-EO
Efficient AI4EO OpenSource framework
rastervision
An open source framework for deep learning on satellite and aerial imagery
robosat
Semantic segmentation on aerial and satellite imagery
Solaris
CosmiQ Works Geospatial Machine Learning Analysis Toolkit
YOLT
You Only Look Twice: Rapid Multi-Scale Object Detection In Satellite Imagery
Deep Learning / Deep Learning Datasets
awesome-remote-sensing-change-detection
List of datasets, codes, researchers and contests related to remote sensing change detection
awesome-satellite-imagery-datasets
List of satellite imagery datasets with annotations for computer vision and deep learning
Map Render Engine
mapbox-gl-native
A library for embedding interactive, customizable vector maps into native applications on multiple platforms
maplibre-gl-native
A fork of mapbox-gl-native after licensing change
- Mapnik
C++ library for map rendering
- Skia
Skia is a complete 2D graphic library for drawing Text, Geometries, and Images
tangram-es
A C++ library for rendering 2D and 3D maps from vector data using OpenGL ES, and mainly focused on mobile and embedded devices
Geospatial Library / C
Datamaps
This is a tool for indexing large lists of geographic points or lines and dynamically generating map tiles from the index for display
H3
Hexagonal hierarchical geospatial indexing system
libpostal
A C library for parsing/normalizing street addresses around the world. Powered by statistical NLP and open geo data
libvips
A fast image processing library with low memory needs
- Shapefile C Library
Provides the ability to write simple C programs for reading, writing and updating (to a limited extent) .shp and .dbf files
YOLT
You Only Look Twice: Rapid Multi-Scale Object Detection In Satellite Imagery
Geospatial Library / C++
- ArcGIS Maps SDK for Unreal Engine
Plugin that gives you access to real-world maps and 3D content from ArcGIS
- Boost Geometry
Part of collection of the Boost C++ Libraries, defines concepts, primitives and algorithms for solving geometry problems
- Capaware
3D terrain representation with multilayer representation
dreich_algorithm
Algorithm for extracting channel networks from high resolution topographic data
entwine
Entwine is a data organization library for massive point clouds, designed to conquer datasets of hundreds of billions of points as well as desktop-scale point clouds
- GDAL
Geospatial Data Abstraction Library (GDAL) is a computer library that serve as a translator library for raster and vector geospatial data formats
gdalcubes
gdalcubes is a library to represent collections of Earth Observation (EO) images as on demand data cubes (or multidimensional arrays)
geojson-vt-cpp
Port to C++ of JS GeoJSON-VT for slicing GeoJSON into vector tiles on the fly
- GEOS
GEOS (Geometry Engine - Open Source) is a C++ port of the Java Topology Suite (JTS)
gSLICr
Real-time super-pixel segmentation
Halide
Halide is a programming language designed to make it easier to write high-performance image processing code on modern machines
hydroflow
Compute drainage orders in drainage basins using Strahler and Shreve methods
- ITK
ITK is an open-source, cross-platform system that provides developers with an extensive suite of software tools for image analysis
LASzip
Quickly turns bulky LAS files into compact LAZ files without information loss
laz-perf
Alternative LAZ implementation for C++ and JavaScript
- libGeoTiff
Manipulate TIFF based interchange format for georeferenced raster imagery
libspatialindex
C++ implementation of R*-tree, an MVR-tree and a TPR-tree with C API
Mapbox GL Native
Render Mapbox styles in mobile, desktop, and node applications using C++ and OpenGL
- Mapbox Maps SDK for Qt
Qt Automotive Map Suite
- Mapnik
C++ library for map rendering
Mapnik Vector Tile
Mapnik C++ implemention of Mapbox Vector Tile specification
Mapzen Tangram-ES
C++ library for rendering 2D and 3D maps using OpenGL ES 2 with custom styling and interactions
OpenDroneMap
OpenDroneMap is a tool to postprocess drone, balloon, kite, and street view data to geographic data including orthophotos, point clouds, & textured mesh
OpenOrienteering Mapper
OpenOrienteering Mapper is a software for creating maps for the orienteering sport
- Orfeo ToolBox
Orfeo TooLBox (OTB) is an open-source C++ library for remote sensing images processing, distributed under the CeCILL-v2 licence
osgearth
A free open source C++ geospatial toolkit
- OSRM (Open Source Routing Machine)
High performance routing engine written in C++, designed to run on OpenStreetMap data. Services available: Nearest, Route, Table, Match, Trip, Tile
- PDAL
PDAL is Point Data Abstraction Library. GDAL for point cloud data
Pronto Raster
C++ library for geographical raster data analysis
- RSGISLib
The Remote Sensing and GIS software library (RSGISLib) is a collection of tools for processing remote sensing and GIS datasets. The tools are accessed using Python bindings or an XML interface
S2 Geometry
Computational geometry and spatial indexing on the sphere
Selene
A C++14 image representation, processing and I/O library
- Spatial
Spatial is a generic header-only C++ library providing multi-dimensional in-memory containers, iterators and functionals
Supercluster
A C++14 port of supercluster, a fast 2D point clustering library for use in interactive maps
TauDEM
Terrain Analysis Using Digital Elevation Models (TauDEM) software for hydrologic terrain analysis and channel network extraction
- Terralib
TerraLib is a GIS classes and functions open source library
TIN Terrain
A command-line tool for converting heightmaps in GeoTIFF format into tiled optimized meshes
tippecanoe
Build vector tilesets from large collections of GeoJSON features
valhalla
Open Source Routing Engine for OpenStreetMap
- Vector Tiles Producer
Command line tool in C++ to creates vector tiles for a given area at chosen zoom levels using a Mapnik XML
Geospatial Library / Clojure
geo
Clojure library for working with geohashes, polygons, and other world geometry
Geospatial Library / Crystal
lidar
A Crystal language library for reading and writing LiDAR data in LAS format
Geospatial Library / C Sharp
ArcBruTile
ArcBruTile displays a collection of maps in ArcGIS Pro 2.0 and ArcMap 10.0 - 10.6
- ArcGIS Maps SDK for Unity
Plugin that gives you access to real-world maps and 3D content in ArcGIS
Bing Maps REST Toolkit
This is a portable class library which makes it easy to access the Bing Maps REST services from .NET
Bing Maps Spatial Data Services Toolkit
This toolkit makes it easy to use the Bing Maps Spatial Data Services (SDS) in .NET
- Bing Maps WPF SDK
The Bing Maps WPF API
- BotBuild-Location
An open-source location picker control for Microsoft Bot Framework powered by Bing Maps REST services
BruTile
BruTile is a .NET library to access tile services like those of OpenStreetMap, MapBox or GeodanMaps
DEM Net Elevation API
Library focused on Digital Elevation Models, OSM and 3D from open data. Playground:
- DotSpatial
DotSpatial is a geographic information system library written for .NET 4
Earth-Lens
Earth Lens, a Microsoft Garage project is an iOS iPad application that helps people and organizations quickly identify and classify objects in aerial imagery through the power of machine learning
- GDAL/OGR CSharp
C# bindings for GDAL and OGR
Geo
A geospatial library for .NET
GeoJSON4EntityFramework
Create GeoJSON from Entity Framework Spatial Data or WKT
GeoJSON.Net
.Net library for GeoJSON types & corresponding Json.Net (de)serializers
- GMap.NET
A great and powerful, free, cross platform, open source .NET control
Linq2db-Postgis-Extensions
.NET Standard 2.0 library with OGC extensions methods on geometry ( or ) instances, providing strongly typed access to functions on server side while using LINQ to database provider
- Mapbox Maps SDK for Unity
The Maps SDK for Unity is a collection of tools for building Unity applications from real map data
NTS Net Topology Suite
A .NET GIS solution that is fast and reliable for the .NET platform
- osmsharp
OsmSharp is a C# library to work with OpenStreetMap (OSM) data
- SharpKml
Is able to read/write both KML files and KMZ files
SharpMap
SharpMap is an easy-to-use mapping library for use in web and desktop applications
- Windows UWP map control
The Bing Maps control built into the Windows UWP platform
Geospatial Library / CSS
Geospatial Library / Delphi
- DSpatial
DSpatial is an Open Source software development project to provide developers using Delphi with a library of tools for the use, manipulation, and visualization of spatial data
Geospatial Library / Elixir
distance
Provides a set of distance functions for use in GIS or graphic applications
geo
A collection of GIS functions for Elixir
Geometry Library
A Geometry library for Elixir that calculates spatial relationships between two geometries
Geospatial Library / Fortran
- 6S
Second Simulation of the Satellite Signal in the Solar Spectrum (6S) open source algorithm
SPECFEM3D_GLOBE
SPECFEM3D_GLOBE simulates global and regional (continental-scale) seismic wave propagation
SWAT
Implementation of SWAT model
Geospatial Library / Go
BoxTree
An R-tree implementation for Go
BuntDB
BuntDB is an embeddable, in-memory key/value database for Go with custom indexing and geospatial support
Draw2D
2D rendering for different output (raster, pdf)
geom
Geometry objects and functions for Go
geoos
A library provides spatial data and geometric algorithms
Go GDAL
Go (golang) wrapper for GDAL, the Geospatial Data Abstraction Library
Go.Geo
Geometry/geography library in Go
go-geom
Go library for handling geometries
Golang-Ellipsoid
Golang package to calculate distances and locations on an Ellipsoid
gopostal
Go (cgo) interface to libpostal for fast international address parsing/normalization
Go-proj-4
Go bindings for the Cartographic Projections Library PROJ.4
Go-shp
Go library for reading and writing ESRI Shapefiles. Pure Golang implementation based on the ESRI Shapefile technical description
GoSpatial
GoSpatial is a simple command-line interface program for manipulating geospatial data
lidario
A small Go library for reading and writing LiDAR (LAS) files
orb
Package orb defines a set of types for working with 2d geo and planar/projected geometric data in Golang
S2
S2 is a library for spherical geometry that aims to have the same robustness, flexibility, and performance as the best planar geometry libraries
Geospatial Library / Groovy
GeoScript Groovy
GeoScript Groovy is the Groovy implementation of GeoScript
Geospatial Library / Haskell
Geospatial Library / IDL
LandTrendr
LandTrendr (Landsat-based Detection of Trends in Disturbance and Recovery) attempt to capture, label, and map changes in Earth's surface for use in science, natural resource management, and education
Geospatial Library / Java
- Apache SIS
Apache Spatial Information System (SIS) is a free software, Java language library for developing geospatial applications
asgbook
Implementation of GIS/RS features in Java. Its also the code accompanying the book "Automating the Analysis of Spatial Grids" by Valliappa Lakshmanan
- Geoapi
GeoAPI provides a set of Java language programming interfaces for geospatial applications
- Geonetwork
GeoNetwork is a catalog application to manage spatially referenced resources
- GeoServer
GeoServer is open source server for sharing geospatial data
- Geotools
GeoTools is an open source Java library that provides tools for geospatial data
- GeoWave
It provides geospatial and temporal indexing on top of Accumulo, HBase, BigTable, Cassandra, and DynamoDB
- GeoWebCache
a Java web application used to cache map tiles coming from a variety of sources such as OGC Web Map Service (WMS). It implements various service interfaces (such as WMS-C, WMTS, TMS, Google Maps KML, Virtual Earth) in order to accelerate and optimize map image delivery. It can also recombine tiles to work with regular WMS clients
- GeOxygene
Provide an open framework which implements OGC/ISO specifications for the development and deployment of GIS applications
- Gisgraphy
Open source framework that offers the ability to do geolocalisation and geocoding via Java APIs or REST webservices
GraphHopper Routing Engine
GraphHopper is a fast and memory efficient Java routing engine, released under Apache License 2.0. By default it uses OpenStreetMap and GTFS data, but it can import other data sources
- JGeocoder
Free Java Geocoder
jpostal
Java/JNI bindings to libpostal for fast international street address parsing/normalization
- JTS Topology Suite
JTS Topology Suite is an API of 2D spatial predicates and functions
- LuciadLightspeed
A Java library that provides the foundations for advanced geospatial analytics applications
- MapFish Print
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
Open Source JavaBeans-based programmer's toolkit
Photon
Photon is an open source geocoder built for OpenStreetMap data. It is based on elasticsearch
Spatial4j
Spatial4j is a general purpose geospatial ASL licensed open-source Java library
- whitebox-geospatial-analysis-tools
An open-source GIS and remote sensing package
- World Wind Java SDK
Nasa cross-platform Java SDK
Geospatial Library / JavaScript
- ArcGIS Maps SDK for JavaScript
Build high-performing 2D and 3D mapping applications supported by Esri
arc.js
Calculate great circles routes as lines in GeoJSON or WKT format
Bing Maps V8 Code Samples
A large collection of open source code samples for Bing Maps V8
- Bing Maps V8 Interactive SDK
An interactive code sample gallery for Bing Maps V8
Bing Maps V8 TypeScript Definitions
TypeScript Definitions for the Bing Maps V8 web control
- Bing Maps V8 Web Control
Bing Maps API for JavaScript
CesiumJS
An open-source JavaScript library for world-class 3D globes and maps
city-roads
Visualization of all roads within any city
deck.gl
WebGL2 powered geospatial visualization layers
Galton
Lightweight Node.js isochrone server. Build isochrones using OSRM, Turf and concaveman
gcoord
地理坐标系转换工具,支持WGS84/GCJ02/BD09等常用坐标系互转
- gdal3.js
gdal3.js is a port of Gdal applications ( , , , , ) to WebAssembly. It allows you to convert raster and vector geospatial data to various formats and coordinate systems
geoblaze
Geoblaze is a geospatial raster processing engine written purely in javascript
- GeoExt
Open Source and enables building desktop-like GIS applications through the web. It is a JavaScript framework that combines the GIS functionality of OpenLayers with the user interface of the ExtJS library provided by Sencha
geojson2svg
A library to convert geojson data to svg map with lots of flexibility
Geokit
Geokit is a command-line interface (CLI) tool written in javascript, that contains all the basic functionalities for measurements, conversions and operations of geojson files
- GeoNode
Open Source Geospatial Content Management System
geotiff.js
geotiff.js is a small library to parse TIFF files for visualization or analysis
gmaps.js
gmaps.js allows you to use the potential of Google Maps in a simple way
- Google Maps API
Google Maps API for JavaScript
Heatcanvas.js
Yet another heatmap implementation for Javascript
- Heatmap.js
A heatmap implementation for Javascript
- iTowns
A Three.js-based framework written in Javascript/WebGL for visualizing 3D geospatial data. It can connect to WMS/WMTS/TMS servers including elevation data and load many different data formats (3dTiles, gpx, KML and much much more)
JSTS
Port of the Java JTS library
- kepler.gl
kepler.gl is a data-agnostic, high-performance web-based application for visual exploration of large-scale geolocation data sets
koop
: Transform geospatial data on the fly and serve as GeoJSON, Vector Tiles, Esri Feature Services and more
landspeed.js
WMS server using node-mapnik
- Leaflet
Open-Source JavaScript Library for Mobile-Friendly Interactive Maps
leaflet-geoserver-request
This is the small library which helps to connect geoserver with leaflet. Using this library, we can make WMS, WFS, getLegendGraphic, WMS-Image request
Leaflet TimeDimension
Add time dimension capabilities on a Leaflet map
- LuciadRIA
A JavaScript library for 3D globes and maps, with support for military symbology and desktop-like performance
mapbox-gl-draw
Draw tools for mapbox-gl-js
mapboxgl-powerbi
Mapbox GL PowerBI custom visual
mapshaper
Tools for editing Shapefile, GeoJSON, TopoJSON and CSV files
NASA WebWorldWind
The NASA WorldWind Javascript SDK (WebWW) includes the library and examples for creating geo-browser web applications and for embedding a 3D globe in HTML5 web pages
- OpenLayers
Open source AJAX library
- OSM Building
A JavaScript library for visualizing OpenStreetMap building geometry on 2D and 3D maps
osm-static-maps
Openstreetmap static maps is a nodejs lib, CLI and server to create map images based on tiles + layers. Inspired on google static map service
overpass-turbo
A web based data mining tool for OpenStreetMap using Overpass API
PGRestAPI
Node.js REST API for PostGres Spatial Entities
pixelmatch
The smallest, simplest and fastest JavaScript pixel-level image comparison library
proj4js
JavaScript library to transform coordinates from one coordinate system to another, including datum transformations
react-leaflet
React components for Leaflet maps
react-map-gl
React friendly API wrapper around MapboxGL JS
Spatial
A 2d spatial hash module for node.js
Supercluster
A crazy fast geospatial point clustering library for browsers and Node
- SuperMap iClient for JavaScript
Cloud GIS web client development platform supportted by SuperMap
SQLite3
Asynchronous, non-blocking SQLite3 bindings for Node.js
Thermo.js
Another heatmap implementation for Javascript
tilegarden
Serverless raster and vector map tile generation using Mapnik and AWS Lambda
tilelive-postgis
Implements the tilelive API for generating mapnik vector tiles from PostGIS
TileMantle
A tool to warm up your tile server cache. Give it a URL template, geometry, and list of zoom levels and it will request tiles incrementally to warm it up
TileStrata
A pluggable Node.js map tile server
tilestrata-mapnik
TileStrata provider for rendering tiles with mapnik
- Turf.js
Advanced geospatial analysis for browsers and node
ui-leaflet
AngularJS directive to embed an interact with maps managed by Leaflet library
Vue2Leaflet
Vue 2 components for Leaflet maps
vue-cesium
A Vue 2.x & Vue 3.x based component library of CesiumJS for GISer
VueMapbox
Vue 2 components for interacting with Mapbox GL JS
Windshaft
A Node.js map tile library for PostGIS and torque.js, with CartoCSS styling
Geospatial Library / Julia
ArchGDAL
Vector and Raster interfaces
ClimateTools.jl
Collection of commonly-used tools in Climate Science
DataFrames.jl
Tools for working with tabular data in Julia
EcologicalNetwork.jl
This julia package provides a common interface to analyze all types of data on ecological networks
GDALfuns.jl
Auto-generated low-level wrapper for the GDAL library
Geodesy.jl
Work with points defined in various coordinate systems
GeoInterface.jl
A Julia Protocol for Geospatial Data
GeoJSON.jl
This library is developed independently of, but is heavily influenced in design by the python-geojson package
GeoStats.jl
Geostatistics in Julia
GeoStatsImages.jl
Training images for geostastical simulation in Julia
ImageFeatures.jl
Image feature detection for the Julia language
ImageFiltering.jl
ImageFiltering implements blurring, sharpening, gradient computation, and other linear filtering operations, as well nonlinear filters like min/max
ImageMetadata.jl
ImageMetadata is a simple package providing utilities for working with images that have metadata attached
ImageMorphology.jl
This package provides morphology-related functionality to the Images.jl project
Images.jl
An image processing library for Julia
ImageSegmentation.jl
Julia package for multiple Image Segmentation Algorithms
ImageTransformations.jl
This package provides support for image resizing, image rotation, and other spatial transformations of arrays
Interpolations.jl
This package implements a variety of interpolation schemes for the Julia language
JuliaGIS
A package for the visualization and manipulation of geographic data
LASindex.jl
Pure Julia reader of lasindex .lax files
LazIO.jl
Extends LasIO with Laszip integration
LibGEOS.jl
LibGEOS is a LGPL-licensed package for manipulation and analysis of planar geometric objects, based on the libraries GEOS (the engine of PostGIS) and JTS (from which GEOS is ported)
LibLAS.jl
Julia wrapper for LibLAS, a library for reading and writing the LAS LiDAR format
LibSpatialIndex.jl
A library for spatially indexing kD bounding box data (based on libspatialindex)
NetCDF.jl
NetCDF support for the julia programming language
NMEA.jl
NMEA.jl is a package for parsing NMEA GPS protocol sentences
OpenStreetMaps.jl
This package provides basic functionality for parsing, viewing, and working with OpenStreetMap map data
Proj4.jl
A simple wrapper around the Proj.4 cartographic projections library
RasterIO.jl
Simple Raster Formats for Julia
Shapefile.jl
Parsing .shp files in Julia
Terriajs
A library for building rich, web-based geospatial data explorers
Tinker.jl
Interactive graphical tool for complex image analysis
Turf.jl
This library is a port of Turf.js to the Julia programming language for geospatial analysis
ViziCities
A framework for 3D geospatial visualization in the browser
VoronoiDelaunay.jl
Fast, robust construction of 2D Delaunay and Voronoi tessellations on generic point types
Watershed.jl
This is a translation of Zlateski's C++ Watershed code
Geospatial Library / Kotlin
geospatial-messenger
Geospatial messenger application written with Spring Boot + Kotlin + PostgreSQL
Lets-Plot
An open-source, ggplot2-style plotting library which includes a support of GeoToos features and geometries
Geospatial Library / Lisp
Geospatial Library / Lua
geo.lua
A helper library for Redis geospatial indices
Tarantool/GIS
A full-featured geospatial extension for Tarantool
- TerraME
TerraME is a programming environment for spatial dynamical modelling. It supports cellular automata, agent-based models, and network models running in 2D cell spaces
Geospatial Library / Perl
address formatting
Templates to format geographic addresses
- Geo::GDAL
Perl extension for the GDAL library for geospatial data
Geospatial Library / PHP
FreeGeoDB
Free database of geographic place names and corresponding geospatial data
geojson
GeoJSON implementation for PHP
- GeoPHP
Advanced geometry operations in PHP
geospatial
PHP Extension to handle common geospatial functions
laragis
A standalone Geo/GIS Provider for Laravel
laravel-geo
GeoSpatial integration on Laravel 5.2+ that supports MySQL and PostgreSQL
Laravel Magellan
A modern PostGIS integration for Laravel 9+, including parsers and generators
li3_geo
Adds geospatial support to Lithium for multiple databases, including MongoDB, CouchDB and MySQL
PHP7 Mapnik
PHP extension for geospatial rendering with Mapnik
- php-libspatialite
PHP Query Builder for SQLite data with Spatial SQL Capabilities
shapefile
ESRI ShapeFile library for PHP
ShapeReader
A PHP library to parse ESRI Shape files
Geospatial Library / Python
- ArcGIS Python API
ArcGIS API for Python is a Python library for working with maps and geospatial data, powered by web GIS
BlenderGIS
A blender addons to make the bridge between Blender and geographic data
- Cartopy
A library providing cartographic tools for python for plotting spatial data
Centroids
This application reads a valid geojson FeatureCollection and returns a valid geojson FeatureColleciton of centroids
chupaESRI
ChupaESRI is a Python module/command line tool to extract features from ArcGIS Server map services
dask-rasterio
Read and write rasters in parallel using Rasterio and Dask
- Descartes
Plot geometries in matplotlib
eo-box
Earth observation processing framework for machine learning in Python
- EODAG
Command line tool and a plugin-oriented Python framework for searching, aggregating results and downloading remote sensed images while offering a unified API for data access regardless of the data provider
felicette
Satellite imagery for dummies
- Fiona
IO for GIS Data writted by Python
- FreeType
For converting font glyphs to polygons
geemap
A Python package for interactive mapping with Google Earth Engine, ipyleaflet, and ipywidgets
geeup
Simple CLI for Earth Engine Uploads
geoalchemy
Using SQLAlchemy with spatial databases
geobeam
geobeam adds GIS capabilities to your Apache Beam and Dataflow pipelines
GeoDaSpace
Software for Advanced Spatial Econometrics
- GeoDjango
Django geographic web framework
geojson-area
Calculate the area inside of any GeoJSON geometry. This is a port of Mapbox's geojson-area for Python
geojsonio.py
Open GeoJSON data on geojson.io from Python. geojsonio.py also contains a command line utility that is a Python port of geojsonio-cli
GeoPandas
Python tools for geographic data
Geopatra
Create interactive maps with geopandas
geopy
geopy is a Python 2 and 3 client for several popular geocoding web services
- geoserver-rest
The geoserver-rest package is useful for the management for geospatial data in GeoServer. The package is useful for the creating, updating and deleting geoserver workspaces, stores, layers, and style files
geosnap
geosnap makes it easier to explore, model, analyze, and visualize the social and spatial dynamics of neighborhoods
GIPPY
Geospatial Image Processing for Python
gpdvega
gpdvega is a bridge between GeoPandas and Altair that allows to seamlessly chart geospatial data
LANDSAT-Download
Automated download of LANDSAT data from USGS website
landsat-extract-gee
Get Landsat surface reflectance time-series from google earth engine
Landsat-util
Landsat-util is a command line utility that makes it easy to search, download, and process Landsat imagery
- Lets-Plot
An open-source, ggplot2-style plotting library supporting GeoPandas, interactive maps and geocoding
lidar
Terrain and hydrological analysis using digital elevation models (DEMs)
localtileserver
Easily visualize large geospatial images with ipyleaflet or folium in Jupyter or in a web browser with CesiumJS
LT-ChangeDB
Scripts to extract spectral change information from LandTrendr data to a geodatabase
Mahotas
Mahotas is a library of fast computer vision algorithms (all implemented in C++ for speed) operating over numpy arrays
Mahotas-imread
Read images to numpy arrays
mapboxgl-jupyter
Use Mapbox GL JS to visualize data in a Python Jupyter notebook
- matplotlib
Python 2D plotting library
morecantile
Construct and use map tile grids (a.k.a TileMatrixSet / TMS)
MovingPandas
Implementation of Trajectory classes and functions built on top of GeoPandas
mundipy
Python framework for fast spatial data manipulation without projections
- networkx
To work with networks
- NodeBox-opengl
For playing around with animations
- NumPy
NumPy is the fundamental package for scientific computing with Python
Ogcserver
Python WMS implementation using Mapnik
OSMnet
Tools for the extraction of OpenStreetMap street network data
OSMnx
Python package that lets you download spatial geometries and construct, project, visualize, and analyze street networks from OpenStreetMap's APIs
- OWSLib
: OWSLib is a Python package for client programming with Open Geospatial Consortium (OGC) web service (hence OWS) interface standards, and their related content models
QuackOSM
Library and a CLI tool for downloading, filtering and transforming files into files using DuckDB
pandana
Pandas Network Analysis - dataframes of network queries, quickly
Peartree
Peartree: A library for converting transit data into a directed graph for network analysis
- pyCSW
Fully implements the OpenGIS Catalogue Service Implementation Specification (Catalogue Service for the Web). Initial development started in 2010 (more formally announced in 2011). The project is certified OGC Compliant, and is an OGC Reference Implementation
pydeck
High-scale spatial rendering in Python, powered by deck.gl
- pygeoapi
A Python server implementation of the OGC API suite of standards
pyGEOS
Expose GEOS functions into Python
pymap3d
Python 3D coordinate conversions for geospace ecef enu eci
Pyncf
Pure Python NetCDF file reading and writing
PyPostal
Python bindings to libpostal for fast international address parsing/normalization
Pyproj
python interface to PROJ4 library for cartographic transformations
- PyQGIS
Python for QGIS
pyroSAR
A Python Framework for Large-Scale SAR Satellite Data Processing
- PySAL
For all your spatial econometrics needs
- PyShp
For reading and writing shapefiles
python-opencage-geocoder
A Python module that uses the OpenCage Geocoding API
- pyWPS
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
Rasterio
A library for reads and writes geospatial raster data)
Rasterstats
Python module for summarizing geospatial raster datasets based on vector geometries
rio-cogeo
CloudOptimized GeoTIFF creation plugin for rasterio
rio-color
Color correction plugin for rasterio
rio-hist
Histogram matching plugin for rasterio
- RIOS
Raster I/O Simplification. A set of python modules which makes it easy to write raster processing code in Python
rio-tiler
Get mercator tile from landsat, sentinel or other AWS hosted raster
- RSGISLib
The Remote Sensing and GIS software library (RSGISLib) is a collection of tools for processing remote sensing and GIS datasets. The tools are accessed using Python bindings or an XML interface
Rtree
A wrapper of libspatialindex providing spatial indexing features for Python GIS
- Scikit-image
Scikit-image is a collection of algorithms for image processing
sentinelsat
Search and download Copernicus Sentinel satellite images
Shapely
A library for manipulation and analysis of geometric objects in the Cartesian plane
som-tsp
Solving the Traveling Salesman Problem using Self-Organizing Maps
srai
Spatial Representations for Artificial Intelligence. Set of tools for geospatial machine learning, data acquisition and wrangling
- Statsmodels
Python module that allows users to explore data, estimate statistical models, and perform statistical tests
- SuperMap iClient Python
Cloud GIS client Python sdk supported by SuperMap
terracotta
A light-weight, versatile XYZ tile server, built with Flask and Rasterio
thunder
Thunder is an ecosystem of tools for the analysis of image and time series data in Python
ts-raster
ts-raster is a python package for analyzing time-series characteristics from raster data. It allows feature extraction, dimension reduction and applications of machine learning techniques for geospatial data
untiler
Stitch image tiles into larger composite TIFs
urbansim
New version of UrbanSim, a platform for modeling metropolitan real estate markets
USGS API
USGS is a python module for interfacing with the US Geological Survey's API
Verde
Verde is a Python library for processing spatial data (bathymetry, geophysics surveys, etc) and interpolating it on regular grids (i.e., gridding)
WaterDetect
An end-to-end algorithm to generate open water cover mask
whitebox
Python frontend for
WhiteboxTools-ArcGIS
ArcGIS Python Toolbox for
- xarray
xarray (formerly xray) is an open source project and Python package that aims to bring the labeled data power of pandas to the physical sciences, by providing N-dimensional variants of the core pandas data structures
xarray-spatial
Raster-Based Spatial Analysis in Python
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
Geospatial Library / R
- ade4
Tools for multivariate data analysis. Several methods are provided for the analysis (i.e., ordination) of one-table (e.g., principal component analysis, correspondence analysis), two-table (e.g., coinertia analysis, redundancy analysis), three-table (e.g., RLQ analysis) and K-table (e.g., STATIS, multiple coinertia analysis)
- adehabitat
A collection of tools for the analysis of habitat selection by animals
- adehabitatHR
A collection of tools for the estimation of animals home range
- adehabitatHS
A collection of tools for the analysis of habitat selection
- adehabitatLT
A collection of tools for the analysis of animal movements
- adehabitatMA
A collection of tools to deal with raster maps
- Akima
Interpolation of Irregularly and Regularly Spaced Data
- AMOEBA
A function to calculate spatial clusters using the Getis-Ord local statistic. It searches irregular clusters (ecotopes) on a map
bfastSpatial
Package to pre-process gridded time-series data in order for them to be analyzed with change detection algorithms such as bfast. Uses classes from the raster package and includes utilities to run the algorithms and post-process the results
- CARBayes
Package implements Bayesian hierarchical spatial areal unit models
- classInt
Selected commonly used methods for choosing univariate class intervals for mapping or other graphics purposes
- CompRandFld
A set of procedures for the analysis of Random Fields using likelihood and non-standard likelihood methods is provided
- constrainedKriging
Provides functions for efficient computations of nonlinear spatial predictions with local change of support
- cshapes
Package for CShapes, a GIS dataset of country boundaries (1946-today). Includes functions for data extraction and the computation of distance matrices and -lists
- dbmss
Simple computation of spatial statistic functions of distance to characterize the spatial structures of mapped objects
- deldir
Calculates the Delaunay triangulation and the Dirichlet or Voronoi tessellation (with respect to the entire plane) of a planar point set
- dggridR
Provides an interface to DGGRID for working with discrete global grids, using hexagons, triangles, and diamonds to overcome the issue that every bin have the same area
- DSpat
Fits inhomogeneous Poisson process spatial models to line transect sampling data and provides estimate of abundance within a region
dtwSat
Time-Weighted Dynamic Time Warping for satellite image time series analysis
- ecespa
Functions for Spatial Point Pattern Analysis
exactextractr
R package for fast and accurate raster zonal statistics
- ExceedanceTools
Tools for constructing confidence regions for exceedance regions and contour lines
ffraster
Treat ff arrays as raster objects, and vice versa
- FieldSim
Tools for random fields and bridges simulations
- FRK
Is a tool for spatial/spatio-temporal modelling and prediction with large datasets
gdalcubes_R
R package for gdalcubes to process collections of Earth observation image collection as on demand data cubes
- geoaxe
Split 'geospatial' objects into pieces. Includes support for some spatial object inputs, 'Well-Known Text', and 'GeoJSON'
geodist
Ultra lightweight, ultra fast calculation of geo distances
- geojsonio
Convert data to 'GeoJSON' or 'TopoJSON' from various R classes, including vectors, lists, data frames, shape files, and spatial classes
geojsonsf
Conversion between sf and geojson
- GEOmap
Topographic and Geologic Mapping
- geoR
Analysis of Geostatistical Data
- geoRglm
Functions for inference in generalised linear spatial models
- georob
Provides functions for fitting linear models with spatially correlated errors by robust and Gaussian Restricted Maximum Likelihood and for computing robust and customary point and block kriging predictions, along with utility functions for cross-validation and for unbiased back-transformation of kriging predictions of log-transformed data
- geospacom
Generates distance matrices from shape files and represents spatially weighted multilevel analysis results
geospark
Bring sf to spark
GeospatialLineGraphs
A library for creating geospatial line graphs along lines of latitude
- geosphere
Permits computations of distance and area to be carried out on spatial data in geographical coordinates
- geospt
Contains some geostatistical and radial basis functions, including prediction and cross validation
- GeoXp
Permits interactive graphical exploratory spatial data analysis
getSpatialData
An R package making it easy to query, preview, download and preprocess multiple kinds of spatial data via R
- ggmap
Spatial Visualization with ggplot2
- ggplot2
ggplot2 is a plotting system for R
- ggsn
Adds north symbols and scale bars in kilometers to maps in geographic or metric coordinates
ggspatial
A ggplot2 R extension for plotting Spatial- objects
- glmmBUGS
Automates running Generalized Linear Mixed Models, including spatial models, with WinBUGS, OpenBUGS and JAGS
- gmt
Interface between the GMT map-making software and R
googleway
R Package for accessing and plotting Google Maps
- Grid2Polygons
Converts a spatial object from class SpatialGridDataFrame to SpatialPolygonsDataFrame
- GriegSmith
Uses the Grieg-Smith method on 2 dimensional spatial data
- gstat
Spatio-Temporal Geostatistical Modelling, Prediction and Simulation
- gwrr
Fits geographically weighted regression (GWR) models and has tools to diagnose and remediate collinearity in the GWR models
h3r
Uber's h3 bindings to the R Programming Language
- hdeco
Provides hierarchical decomposition of entropy for categorical map comparisons
- HSAR
A library of the Hierarchical Spatial Autoregressive Model (HSAR), based on a Bayesian Markov Chain Monte Carlo (MCMC) algorithm
- intamap
Procedures for automated interpolation
- ipdw
Functions are provided to interpolate geo-referenced point data via Inverse Path Distance Weighting
kuenm
kuenm is an R package designed to make the process of model calibration and final model creation easier and more reproducible, and at the same time more robust
- Landsat
Radiometric and topographic correction of satellite imagery
landscapemetrics
landscapemetrics is an R package for calculating landscape metrics for categorical landscape patterns in a tidy workflow
- latticeDensity
Contains functions that compute the lattice-based density estimator of Barry and McIntyre
- lawn
Client for 'Turfjs' for 'geospatial' analysis. The package revolves around using 'GeoJSON' data
- lctools
Package provides researchers and educators with easy-to-learn user friendly tools for calculating key spatial statistics and to apply simple as well as advanced methods of spatial analysis in real data
- leafletR
Interactive Web-Maps Based on the Leaflet JavaScript Library
lidR
R package for airborne LiDAR data manipulation and visualisation for forestry application
- lucCalculus
Spatiotemporal calculus for land use change trajectories
- magclass
Data class for increased interoperability working with spatial- temporal data together with corresponding functions and methods (conversions, basic calculations and basic data manipulation)
mapdeck
R interface to Deck.gl and Mapbox
- mapproj
Map Projections
- maps
Draw Geographical Maps
- maptools
Tools for Reading and Handling Spatial Objects
- marmap
Package is designed for downloading, plotting and manipulating bathymetric and topographic data in R
- McSpatial
Provides functions for locally weighted regression, semiparametric and conditionally parametric regression, fourier and cubic spline functions, GMM and linearized spatial logit and probit, k-density functions and counterfactuals, nonparametric quantile regression and conditional density functions, Machado-Mata decomposition for quantile regressions, spatial AR model, repeat sales models, and conditionally parametric logit and probit
- micromap
Package provides linked micromaps using ggplot2
- ModelMap
Creates sophisticated models of training data and validates the models with an independent test set, cross validation, or in the case of Random Forest Models, with Out Of Bag (OOB) predictions on the training data
ModelR
A workflow for ecological niche models based on dismo
- ncdf4
Provides a high-level R interface to data files written using Unidata's netCDF library (version 4 or earlier)
ncdfgeom
NetCDF-CF Geometry and Timeseries Tools for R
- ngspatial
Provides tools for analyzing spatial data, especially non- Gaussian areal data
- nlme
Fit and compare Gaussian linear and nonlinear mixed-effects models
- OasisR
A set of indexes and tests for the analysis of social segregation
- OpenStreetMap
Access to Open Street Map Raster Images
- osmar
Provides infrastructure to access OpenStreetMap data from different sources
- pastecs
Regulation, decomposition and analysis of space-time series
- PBSmapping
Mapping Fisheries Data and Spatial Analysis Tools
- PBSmodelling
Provides modelling support
phenofit
A state-of-the-art Vegetation Phenology extraction package
- phenopix
A collection of functions to process digital images, depict greenness index trajectories and extract relevant phenological stages
- plotGoogleMaps
Interactive plot device for handling the geographic data for web browsers
- plotKML
Visualization of Spatial and Spatio-Temporal Objects in Google Earth
- PReMiuM
Dirichlet Process Bayesian Clustering, Profile Regression
Prioritizr
The prioritizr R package uses integer linear programming (ILP) techniques to provide a flexible interface for building and solving conservation planning problems
- ProbitSpatial
Binomial Spatial Probit models for big data
- RandomFields
Methods for the inference on and the simulation of Gaussian fields are provided, as well as methods for the simulation of extreme value random fields
- rangeMapper
Tools for easy generation of (life-history) traits maps based on species range (extent-of-occurrence) maps
- RArcInfo
Functions to import data from Arc/Info V7.x binary coverages
- raster
Reading, writing, manipulating, analyzing and modeling of gridded spatial data
- rasterVis
Visualization Methods for Raster Data
rayshader
rayshader is an open source R package for producing 2D and 3D hillshaded maps of elevation matrices using a combination of raytracing, spherical texture mapping, and ambient occlusion
- Rcitrus
Spatial analysis of plant disease incidence
- RColorBrewer
Provides color schemes for maps and other graphics
- recmap
Package provides rectangular cartograms with rectangle sizes reflecting for example population
- regress
Functions to fit Gaussian linear model by maximising the residual log likelihood where the covariance structure can be written as a linear combination of known matrices
- rgdal
Bindings for the Geospatial Data Abstraction Library
rgee
Google Earth Engine for R
- rgeos
Interface to Geometry Engine - Open Source (GEOS) using the C API for topology operations on geometries
- Rgooglemaps
Overlays on Google map tiles in R
- rgrass7
Interface Between GRASS 7 GIS and R
- Rnetcdf
Interface to NetCDF Datasets
- RODBC
ODBC Database Access
- RPyGeo
ArcGIS Geoprocessing in R via Python
- RQGIS
Establishes an interface between R and QGIS
- RSAGA
SAGA Geoprocessing and Terrain Analysis in R
- rsMove
Tools that support the combined use of animal movement and remote sensing data
- RStoolbox
Toolbox for remote sensing image processing and analysis such as calculating spectral indices, principal component transformation, unsupervised and supervised classification or fractional cover analyses
- rworldmap
Mapping Global Data
s2
R bindings for Google's s2 library for geometry on the sphere
- S2sls
Fit a spatial instrumental-variable regression by two-stage least squares
sf
Simple Features for R
- sgeostat
An Object-oriented Framework for Geostatistical Modeling in S+ containing functions for variogram estimation, variogram fitting and kriging as well as some plot functions
- shapefiles
Read and Write ESRI Shapefiles
- siplab
A platform for experimenting with spatially explicit individual-based vegetation models
- sits
satellite image time series package for R
- smacpod
Various statistical methods for analyzing case-control point data
- smerc
Provides statistical methods for the analysis of data areal data, with a focus on cluster detection
- sp
Classes and Methods for Spatial Data
- spacetime
Classes and Methods for Spatio-Temporal Data
- spacom
Provides tools to construct and exploit spatially weighted context data
- spaMM
Inference in mixed-effect models, including generalized linear mixed models with spatial correlations and models with non-Gaussian random effects
- spanel
Fit the spatial panel data models: the fixed effects, random effects and between models
- sparr
Provides functions to estimate kernel-smoothed spatial and spatio-temporal densities and relative risk functions, and perform subsequent inference
- spatcounts
Fit spatial CAR count regression models using MCMC
- spatgraphs
Graphs (or networks) and graph component calculations for spatial locations
- spatialCovariance
Supports the computation of spatial covariance matrices for data on rectangles
- SpatialEpi
Methods and data for cluster detection and disease mapping
- SpatialPosition
Computes spatial position models: Stewart potentials, Reilly catchment areas, Huff catchment areas
- spatialprobit
Bayesian Estimation of Spatial Probit and Tobit Models
- spatialsegregation
Summaries for measuring segregation/mingling in multitype spatial point patterns with graph based neighbourhood description
- SpatialTools
Tools for spatial data analysis. Emphasis on kriging. Provides functions for prediction and simulation
- spatstat
Spatial Point Pattern Analysis, Model-Fitting, Simulation, Tests
- spatsurv
Bayesian inference for parametric proportional hazards spatial survival models; flexible spatial survival models
- spBayesSurv
Bayesian Modeling and Analysis of Spatially Correlated Survival Data
- spcosa
Spatial coverage sampling and random sampling from compact geographical strata created by k-means
- spdep
Spatial Dependence: Weighting Schemes, Statistics and Models
- spselect
Fits spatial scale (SS) forward stepwise regression, SS incremental forward stagewise regression, SS least angle regression (LARS), and SS lasso models
- sperrorest
Implements spatial error estimation and permutation-based variable importance measures for predictive models using spatial cross-validation and spatial block bootstrap
- spind
Functions for spatial methods based on generalized estimating equations (GEE) and wavelet-revised methods (WRM), functions for scaling by wavelet multiresolution regression (WMRR), conducting multi-model inference, and stepwise model selection
- splancs
Spatial and Space-Time Point Pattern Analysis
- splm
ML and GM estimation and diagnostic testing of econometric models for spatial panel data
- spmoran
Functions for estimating fixed and random effects eigenvector spatial filtering models
- spsurvey
Provides a range of sampling functions
- spTimer
Fits, spatially predicts and temporally forecasts large amounts of space-time data
- SSN
Spatial statistical modeling and prediction for data on stream networks, including models based on in-stream distance
- starma
Statistical functions to identify, estimate and diagnose a Space-Time AutoRegressive Moving Average (STARMA) model
stars
Spatiotemporal tidy arrays for R
- taRifx
A collection of various utility and convenience functions
teamlucc
Is designed to facilitate analysis of land use and cover change (LUCC) around the monitoring sites of the Tropical Ecology Assessment and Monitoring (TEAM) Network
- tgp
Bayesian nonstationary, semiparametric nonlinear regression and design by treed Gaussian processes (GPs) with jumps to the limiting linear model (LLM)
tidync
Systematic approaches to NetCDF data extraction, manipulation and visualization
tidytransit
'sf'-compatible package to analyze transit schedules, routes, and stops
- trip
Extends sp classes to permit the accessing and manipulating of spatial data for animal tracking
- tripack
A constrained two-dimensional Delaunay triangulation package providing both triangulation and generation of voronoi mosaics of irregular spaced data
- tripEstimation
Data handling and estimation functions for animal movement estimation from archival or satellite tags
uavRst
UAV related Remote Sensing Toolbox
vapour
A lightweight GDAL API package for R
- vec2dtransf
Package for applying affine and similarity transformations on vector spatial data (sp objects)
- vegan
Ordination methods, diversity analysis and other functions for community and vegetation ecologists
- Watersheds
Methods for watersheds aggregation and spatial drainage network analysis
whiteboxR
R frontend of
Geospatial Library / Ruby
Agroclimatology
Ruby client for interacting with the NASA (POWER) Agroclimatology Web Resource
Evapotranspiration
Ruby library for calculating reference crop evapotranspiration (ETo)
ffi-geos
Low-level ruby bindings to GEOS library
- Geokit
A Ruby gem & Rails plugin for easier map-based applications
Mongoid Geospatial
A Mongoid Extension that simplifies the use of MongoDB spatial features
PostGIS ActiveRecord Adapter
ActiveRecord adapter for PostGIS
Rgeo
RGeo is a geospatial data library for Ruby. It provides an implementation of the Open Geospatial Consortium's Simple Features Specification
Rgeo GeoJSON
RGeo component for reading and writing GeoJSON
Rgeo Shapefile
Optional module for RGeo for reading geospatial data from ESRI shapefiles
- Ruby Geocoder
Integration with geocoding services
ruby_postal
Ruby bindings to libpostal for fast international address parsing/normalization
SpatiaLite ActiveRecord Adapter
ActiveRecord adapter for Spatialite
Geospatial Library / Rust
Hecate
Fast Geospatial Feature Storage API
Martin
Martin is a PostGIS vector tiles server suitable for large databases. Martin is written in Rust using Actix web framework
osmptparser
Open Street Map Public Transport Parser. It merges complicated public transport relations into linestrings
rust-gdal
Rust bindings for GDAL
rust-geo
Geospatial primitives and algorithms for Rust
rust-geocoding
Geocoding library for Rust
rust-geohash
Geohash for Rust
rust-geojson
Library for serializing the GeoJSON vector GIS file format
rust-gpx
Rust read/write support for GPS Exchange Format (GPX)
rust-osm
OSM XML serialization and other OpenStreetMap utilities
rust-polyline
Google Encoded Polyline encoding & decoding in Rust
rust-proj
Rust bindings for Proj
rust-shapefile
Rust read/write support for shapefiles
rust-topojson
TopoJSON bindings and utilities for Rust
rust-wkt
Rust read/write support for well-known text (WKT)
WhiteboxTools
An advanced geospatial data analysis platform
Geospatial Library / Scala
geoscript.scala
Scala implementation of the GeoScript API
GeoTrellis
GeoTrellis is a Scala library and framework that uses Spark to work with raster data
mapnik2geotools
Using the Scala XML API to translate from Mapnik XML to GeoTools' SLD dialect
- osm4scala
High perfromance Scala library and Spark Polyglot (Scala, Python, SQL, etc.) connector for OpenStreetMap Pbf files
Geospatial Library / Swift
- Apple MapKit
Display map or satellite imagery directly from your app's interface, call out points of interest, and determine placemark information for map coordinates
GEOSwift
The Swift Geographic Engine
MapboxDirections.swift
Traffic-aware directions in Swift or Objective-C on iOS, macOS, tvOS, and watchOS
turf-swift
A Swift language port of Turf.js
Open Standards
Cloud Service / DaaS
- Descartes Labs
A platform for complex global systems
- Google Earth Engine
A planetary-scale platform for Earth science data & analysis
- Radiant Earth
A platform for connecting people globally to Earth imagery, geospatial data, tools and knowledge to meet the world’s most critical challenges
Cloud Service / SaaS
- ArcGIS Online
Thousands of datasets and dozens of tools to manipulate, analyze and present data
- Cartodb
The easiest way to map and analyze your location data
- citytracking
A two-year project, to change the way people view, talk about, utilize digital city services
- Equator Studios
All-in-one cloud-based GIS mapping solution featuring millions of built-in data sources and AutoCAD export
- Factual
A company provides the best location data for mobile advertising, mobile apps, and enterprise solutions
- GeoHey
A geographic online one-stop solution (Chinese)
- GeoQ
A location intelligence platform (Chinese)
- GIS Cloud
A next generation platform for apps that manage location information
- Magrit
Thematic cartography, free and open-source
- Mapbox
Helping you design your own map and presenting your data
- NextGIS
A cloud geospatial service that allows you to create web GIS right in the browser
- stamen
Data visualization to tell compelling stories for some of the world's most visible companies
- Unearth
A simple, cloud-based GIS mapping platform designed for data and workflow management
- worldmap
Building your own mapping portal and publish it to the world
- 地图慧
A self-designed map server for customs (Chinese)
- 亿景智图
An enterprise-level map service (Chinese)
Conference & Communities
Data
- GeoCommons
A community contributed collection of open data from around the world
Geo Maps
High Quality GeoJSON maps programmatically generated
- metro extracts
City-sized portions of OpenStreetMap
- NetworkRepository.com
The First Interactive Network Repository with Visual Analytics
- Open Street Map
A map of the world, created by people like you and free to use under an open license
News Sites
- GISuser
The GIS And Mapping Professional Resource
Awesome-Awesome
awesome-arcgis
Resource list / Wiki for ArcGIS users and developers
awesome-arcgis-developers
A curated list of resources to help you with ArcGIS development
awesome-earthobservation-code
curated list of awesome tools, tutorials, code, helpful projects, links, stuff about Earth Observation and Geospatial stuff!
Awesome-GEE
A curated list of Google Earth Engine resources
awesome-geojson
GeoJSON utilities that will make your life easier
Awesome GeoSpatial
Long list of geospatial tools and resources
awesome-geospatial-companies
List of 500+ geospatial companies (GIS, Earth Observation, UAV, Satellite, Digital Farming, ..)
awesome-open-geoscience
Curated from repositories that make our lives as geoscientists, hackers and data wranglers easier or just more awesome
awesome-qgis
An awesome list that curates the best QGis frameworks, libraries, tools, plugins, tutorials, articles,resources and more
awesome-remote-sensing-change-detection
List of datasets, codes, researchers and contests related to remote sensing change detection
awesome-satellite-imagery-datasets
List of satellite imagery datasets with annotations for computer vision and deep learning
awesome-vector-tiles
awesome implementations of the Mapbox Vector Tile specification
Awesome Historic(al) Maps
Awesome list of resources, databases and tools related to Historic Maps
Amazing Map Sites
- CHATTY MAPS
the sounds map of city
- city roads
This website renders every single road within a city
- roads to rome
roads to ROME
- snazzymaps
A google map style gallery
Other / Data Formats
- Raster Formats
GDAL raster formats: GeoTIFF, Erdas Imagine, ECW, MrSID, JPEG2000, DTED, NITF,
- Vector Formats
GDAL vector formats: ESRI Shapefile, ESRI ArcSDE, ESRI FileGDB, MapInfo, GML, KML, PostGIS, Oracle Spatial,
Other / Design Materials
- mapuipatterns
website with best practices and design principles for map applications
Other / Geospatial Start-ups And Companies
Other / MOOC
- Coursera's GIS Specialization
Including , , , and
Other / PODCASTS
Other / DEFUNCT_GEOSPATIAL_PODCASTS
Reference
Awesome GeoSpatial
most Geospatial Library content come from this ropository
- PostGIS in Action, Third Edition
A book about writing spatial queries for PostgreSQL
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