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awesome-gis

by sshuair

awesome listpushed almost 2 years ago

😎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.

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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

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

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

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

  • CartoCSS

    TileMills language

  • MapCSS

    MapCSS is a CSS-like language for map stylesheets

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

  • Naqsha

    Naqsha is a Haskell library to work with geospatial data types

  • TerraHS

    TerraHS is a software component that enables the development of geographical applications in a functional language, using the data handling capabilities and spatial operations of TerraLib

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

  • cl-ewkb

    Common Lisp PostGIS EWKB data model and encoder/decoder

  • cl-proj

    CL-PROJ provides CFFI-based Common Lisp bindings for the PROJ.4 library

  • utm

    Lisp library for converting between latitude/longitude and UTM

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

  • Mapbox Navigation SDK for iOS

    Turn-by-turn navigation logic and UI in Swift or Objective-C on iOS

  • 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

News Sites

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

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

Other / PODCASTS

Other / DEFUNCT_GEOSPATIAL_PODCASTS

Reference

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