Awesome-Geospatial
Geospatial toolkit
A curated list of geospatial analysis tools and resources.
Long list of geospatial tools and resources
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last commit: almost 2 years agoLinked from 5 awesome lists
awesomeawesome-listdata-analysisdeep-learningearth-observationgeoprocessinggeospatialgeospatial-analysisgeotoolsgismachine-learningmapremote-sensingspatial-analysisspatial-data
Awesome Geospatial / Database | |||
| 3D CityDB | A free 3D geo database to store, represent, and manage virtual 3D city models on top of a standard spatial relational database. The database model contains semantically rich, hierarchically structured, multi-scale urban objects facilitating complex GIS modeling and analysis tasks, far beyond visualization | ||
| Cloudant | IBM noSQL database that supports spatial data (GeoJSON) | ||
| DB2 Spatial Extender | Spatial Extender allows you to store, manage, and analyze spatial data in DB2 | ||
| GeoCouch | 516 | almost 5 years ago | GeoCouch is a spatial extension for Couchbase and Apache CouchDB |
| Geopackage | SQLite spatial extension. More powerful than its older brother Spatialite | ||
| H2GIS | 208 | almost 2 years ago | A spatial extension of the H2 database |
| Hastings | 29 | almost 4 years ago | GeoSpatial Search for CouchDB 2 |
| Informix Spatial | Informix spatial extension | ||
| Microsoft SQL Server | Microsoft SQL/SQL Azure spatial features. All the spatial functionality is also available as a .NET library (can be downloaded using nuget) | ||
| MobilityDB | 542 | almost 2 years ago | An extension to the Postgres database which adds support for temporal and spatio-temporal objects |
| MongoDB | Also supports GeoJSON and spatial indexes | ||
| MySql Spatial | MySql spatial extension | ||
| Neo4j Spatial | 780 | almost 2 years ago | Library of spatial utilities for Neo4j |
| Oracle Spatial | Oracle database spatial extension | ||
| OrientDB | 4,763 | almost 2 years ago | OrientDB is an Open Source Multi-Model NoSQL DBMS with the support of Native Graphs, Documents Full-Text, Reactivity, Geo-Spatial and Object Oriented concepts |
| PgRouting | pgRouting extends the PostGIS / PostgreSQL geospatial database to provide geospatial routing functionality | ||
| PostGEESE | A spatial extension for DuckDB | ||
| PostGIS Vector Tile Utils | 274 | over 6 years ago | A set of PostgreSQL functions that are useful when creating vector tile sources |
| PostGIS | PostgreSql spatial extension | ||
| Rasdaman | Array database that allows storing and querying massive multi-dimensional arrays, such as sensor, image, simulation, and statistics data appearing in domains like earth, space, and life science | ||
| SciDB | Array database designed for multidimensional data management and analytics common to scientific, geospatial, financial, and industrial applications | ||
| Spatialite | SQLite spatial extension | ||
| Teradata Geospatial Feature | Teradata spatial extension for DW and BI | ||
| Tile38 | 9,185 | almost 2 years ago | Tile38 is a geospatial database, spatial index, and realtime geofence |
| TileDB | 1,878 | almost 2 years ago | TileDB is a powerful engine for storing and accessing dense and sparse multi-dimensional arrays, which can help you model any complex data efficiently |
| yogrt | 17 | almost 4 years ago | A simple templating tool for importing GIS data to PostGIS |
Awesome Geospatial / Image Classification & DIP Software | |||
| ArcMap Raster Edit Suite | 16 | over 9 years ago | An ArcMap Addin that enables manual editing of single pixels on raster layer |
| ContextCapture | ContextCapture enables you to automatically generate multi-resolution 3D models at any scale and precision | ||
| Correlator3D | High-end photogrammetry suite | ||
| Dinamica EGO | Dinamica EGO consists of a sophisticated platform for environmental modeling | ||
| e-Foto | Free and open source digital photogrammetric workstation | ||
| eCognition | GEOBIA software | ||
| ENVI | Geospatial image processing and classification software | ||
| ERDAS | Geospatial image processing and classification software | ||
| gdal2tilesp | 79 | almost 5 years ago | This enhancement to the gdal2tiles.py script includes additional features |
| Global Mapper | Geospatial and remote sensing data analysis | ||
| Guidos Toolbox | Some GDAL functionalities and includes MSPA (Morphological Spatial Pattern Analysis) for connectivity maps | ||
| IDL | IDL is a programming language used for data analysis and image processing programming | ||
| INPHO | INPHO is a Digital Photogrammetry Software | ||
| Interimage | Open Source GEOBIA software | ||
| Matlab | Multi-paradigm numerical computing environment and fourth-generation programming language | ||
| Metashape | Agisoft Metashape is a stand-alone software product that performs photogrammetric processing of digital images | ||
| MultiSpec | A Freeware Multispectral Image Data Analysis System | ||
| OSSIM | Suite of geospatial libraries and applications used to process imagery, maps, terrain, and vector data | ||
| PCI Geomatica | Remote sensing software package for image processing | ||
| rasterix | 29 | over 8 years ago | Rasterix is a cross-platform utility built around the GDAL library and the Qt framework designed to process geospatial raster data |
| RealityCapture | Photogrammetry software | ||
| SNAP | SNAP is an open source common architecture for ESA Toolboxes ideal for the exploitation of Earth Observation data | ||
| Spring | GIS and remote sensing image processing system with an object-oriented data model | ||
| TerrSet | TerrSet (formerly IDRISI) is an integrated geographic information system (GIS) and remote sensing software | ||
| The Sentinel Toolbox | The Sentinel Toolboxes consists of a collection of processing tools, data product readers and writers and a display and analysis application to process Sentinel data | ||
| TIMESAT | TIMESAT is a software package for analysing time-series of satellite sensor data | ||
| WebODM | Generate maps, point clouds, DEMs and 3D models from aerial images | ||
Awesome Geospatial / Geographic Information System | |||
| ArcGIS Pro | Fully 64-bit version of ArcGIS with new GUI and 2D/3D integration | ||
| ArcGIS | GIS for working with maps and geographic information | ||
| AutoCAD Map 3D | GIS AutoCAD integration | ||
| FME Desktop | FME is an integrated collection of Spatial ETL tools for data transformation and data translation | ||
| GC2 | GC2 is an enterprise platform GIS (open source) | ||
| GeoDa | Spatial data analysis software | ||
| Geomedia | Commercial GIS | ||
| GRASS GIS | GRASS (Geographic Resources Analysis Support System) is a free and open source GIS | ||
| gvSIG | Free and open source GIS | ||
| ILWIS | Integrated Land and Water Information System (ILWIS) is a remote sensing and GIS software | ||
| LuciadFusion | An all-in-one server solution for your data publication workflow and geospatial data management | ||
| Manifold System | Commercial GIS | ||
| Mapbox Studio | 1,142 | about 8 years ago | Desktop application for vector tile driven map design |
| MapInfo | Commercial GIS | ||
| MapWindow GIS | Free and open source desktop geographic information system | ||
| MicroImages TNTgis | Commercial GIS | ||
| OpenJUMP | Open source Java GIS | ||
| QGIS | Cross-platform free and open-source desktop geographic information system | ||
| SAGA | SAGA is the abbreviation for System for Automated Geoscientific Analyses | ||
| Smallworld | Commercial GIS | ||
| Terraview | GIS application built using the TerraLib GIS library | ||
| uDig | A GIS Framework for Eclipse (Java) and also a GIS software | ||
Awesome Geospatial / Web Map Development | |||
| angular-azure-maps | 3 | almost 3 years ago | Angular 6 Azure Maps is a wrapped MS Azure Map on Angular |
| ArcGIS JS App Generator | 42 | almost 9 years ago | This is a yeoman generator for ArcGIS API for JavaScript applications |
| azure-maps-animations | 22 | almost 2 years ago | A rich library of animations for use with the Azure Maps Web SDK |
| azure-maps-fullscreen-control | 3 | about 2 years ago | An Azure Maps Web SDK module that provides a control to display the map in fullscreen mode |
| azure-maps-geolocation-control | 8 | almost 4 years ago | An Azure Maps Web SDK module that provides a control that uses the browser's geolocation API to locate the user on the map |
| azure-maps-gridded-data-source | 8 | almost 2 years ago | A module for the Azure Maps Web SDK that provides a data source that clusters data points into cells of a grid area |
| azure-maps-selection-control | 1 | over 2 years ago | An Azure Maps Web SDK module that provides controls for selecting data in a data source using drawing tools or by requesting a route range polygon |
| azure-maps-services-ui | 7 | over 2 years ago | A set of web UI controls that wrap the Azure Maps REST services |
| azure-maps-swipe-map | 3 | about 2 years ago | A module for the Azure Maps Web SDK that allows swiping between two overlapping maps, ideal for comparing two overlapping data sets |
| azure-maps-sync-maps | 1 | almost 6 years ago | An Azure Maps Web SDK module that synchronizes the cameras of two or more maps |
| Bertin.js | 309 | almost 3 years ago | A JavaScript library for visualizing geospatial data and make thematic maps for the web |
| CesiumJS | An open-source JavaScript library for world-class 3D globes and maps | ||
| CMV - The Configurable Map Viewer | 325 | about 2 years ago | CMV is a community-supported open source mapping framework. CMV works with the Esri JavaScript API, ArcGIS Server, ArcGIS Online and more |
| deck.gl | A WebGL-powered framework for visual exploratory data analysis of large datasets | ||
| Flare Cluster Layer | 134 | about 4 years ago | ArcGIS javascript custom graphics layer. Creates clusters and creates flares for clusters |
| geojson-vt | 1,909 | about 2 years ago | A highly efficient JavaScript library for slicing GeoJSON data into vector tiles on the fly |
| GeoNode | A web-based application and platform for developing geospatial information systems (GIS) and for deploying spatial data infrastructures (SDI) | ||
| Google Maps API Polyline String Decoder | 61 | over 6 years ago | Function that will convert encoded polyline strings (as returned by the Google Maps API) into a list of lat/lon pairs |
| jVectorMap | jVectorMap is a vector-based, cross-browser and cross-platform component for interactive geography-related data visualization on the web. It provides numerious features like smooth zooming and panning, fully-customizable styling, markers, labels and tooltips | ||
| L7 | 3,692 | almost 2 years ago | Large-scale WebGL-powered Geospatial Data Visualization By Ant Financial |
| Leaflet.MapboxVectorTile | 300 | almost 5 years ago | A Leaflet Plugin that renders Mapbox Vector Tiles on HTML5 Canvas |
| Leaflet | Open-Source JavaScript Library for Mobile-Friendly Interactive Maps | ||
| LuciadRIA | A JavaScript library for 3D globes and maps, with support for military symbology and desktop-like performance | ||
| Mapbox GL JS | Mapbox GL JS is a JavaScript library that uses WebGL to render interactive maps from vector tiles and Mapbox styles | ||
| MapLibre GL | 6,841 | almost 2 years ago | Is a community led fork derived from Mapbox GL JS prior to their switch to a non-OSS license |
| Mapzen Tangram | 2,225 | almost 2 years ago | JavaScript library for rendering 2D & 3D maps live in a web browser with WebGL, supports MVT, GeoJSON, TopoJSON |
| Ol-ext | Cool extensions for OpenLayers (ol) - animated clusters, CSS popup, Font Awesome symbol renderer, charts for statistical map (pie/bar), layer switcher, wikipedia layer, animations, canvas filters | ||
| OpenGlobus | A javascript library designed to display interactive 3d maps and planets with map tiles, imagery and vector data, markers and 3d objects. It uses the WebGL technology, open source and completely free | ||
| OpenLayers | High-performance, feature-packed library for creating interactive maps on the web | ||
| Oskari | Framework for easily building multipurpose web mapping applications utilizing distributed Spatial Data Infrastructures like INSPIRE | ||
| react-azure-maps | 52 | almost 2 years ago | React Wrapper for azure-maps-control |
| TerriaJS | 1,187 | almost 2 years ago | A library for building rich, web-based geospatial data explorers |
| titiler | 803 | almost 2 years ago | A dynamic Web Map tile server |
| v-mapbox | 186 | about 2 years ago | Vue.js wrapper for |
| vue-azure-maps | 24 | almost 4 years ago | Integrate Azure Maps in your Vue application |
Awesome Geospatial / Web Map Server | |||
| 52North WPS | The 52°North Web Processing Service (WPS) enables the deployment of geo-processes on the web in a standardized way. It features a pluggable architecture for processes and data encodings. The implementation is based on the current OpenGIS specification: 05-007r7. Its focus was the creation of an extensible framework to provide algorithms for generalization on the web | ||
| Baremaps | An open source pipeline for producing Mapbox vector tiles from OpenStreetMap with Postgis and Java | ||
| Deegree | Open source software for spatial data infrastructures and the geospatial web. Deegree offers components for geospatial data management, including data access, visualization, discovery and security. Open standards are at the heart of Deegree. It supports WMS, WFS for Catalogue Service, WCS, WPS, WMTS | ||
| Geoserver | WMS written in Java and relies on GeoTools. Allows users to share and edit geospatial data | ||
| GeoTrellis Server | 74 | over 2 years ago | Tools for building raster processing and display services. It supports WMS, WCS, WMTS and can use individual rasters, STAC Catalogs (through the STAC API service) and GeoTrellis Layers as input raster sources |
| MapGuide | Runs on Linux or Windows, supports Apache and IIS web servers, and has APIs (PHP, .NET, Java, and JavaScript) for application development | ||
| MapProxy | An open source tile server proxy for geospatial data (WMS-C, TMS, WMTS, KML SuperOverlays). It caches, accelerates and transforms data from existing map services and serves any desktop or web GIS client | ||
| Mapserver | WMS written in C | ||
| MapTiler Server | Map server for self-hosting. Publish interactive maps to get map services from your own server or laptop | ||
| Nanocubes | 734 | over 3 years ago | An in-memory data structure for spatiotemporal data cubes |
| PGRestAPI | 436 | over 8 years ago | Node.js REST API for PostGres Spatial Entities. AKA: SpatialServer |
| Terracotta | 701 | almost 2 years ago | A light-weight, versatile XYZ tile server. MIT-licensed, pure Python, serving Cloud-Optimized GeoTIFF (COG) |
| THREDDS | 265 | about 4 years ago | The THREDDS Data Server (TDS) is a web server that provides metadata and data access for scientific data sets, using OPeNDAP, OGC WCS, HTTP, and other data access protocols |
| utilery | 41 | almost 9 years ago | Micro vector tile manufacturing from PostGIS |
| Zoo Project WPS | A WPS (Web Processing Service) implementation written in C, Python and JavaScript. It is an open source platform which implements the WPS 1.0.0 and WPS 2.0.0 standards edited by the Open Geospatial Consortium (OGC). It provides a developer-friendly framework for creating and chaining WPS compliant Web Services | ||
Awesome Geospatial / Radar | |||
| GAMMA | Allows processing of SAR, interferometric SAR (InSAR) and differential interferometric SAR (DInSAR) | ||
| GMT5SAR | InSAR processing system based on GMT | ||
| LiCSBAS | 239 | almost 2 years ago | LiCSBAS is an open-source package in Python and bash to carry out InSAR time series analysis using LiCSAR products |
| NANSAT | 182 | almost 2 years ago | Nansat is a scientist friendly Python toolbox for processing 2D satellite earth observation data |
| PolSARpro | Open source radar image data processing software | ||
| PyRate | 208 | about 3 years ago | A Python tool for estimating velocity and time-series from Interferometric Synthetic Aperture Radar (InSAR) data |
| pyroSAR | 514 | almost 2 years ago | A Python Framework for Large-Scale SAR Satellite Data Processing |
| PySAR | 621 | almost 2 years ago | InSAR time series analysis in Python |
| SARbian | Free and open SAR operating system (based on Debian Linux) | ||
| Sarmap | Synthetic Aperture Radar processing software | ||
| SARPROZ | Implements a wide range of Synthetic Aperture Radar (SAR), Interferometric SAR (InSAR) and Multi-Temporal InSAR processing techniques | ||
| Sentinel Toolboxes | Free open source toolboxes for the scientific exploitation of the Sentinel missions | ||
Awesome Geospatial / Lidar | |||
| CloudCompare | 3D point cloud processing software | ||
| DielmoOpenLidar | Open source software based in gvSIG for the management of LiDAR data | ||
| displaz | 235 | almost 2 years ago | A hackable lidar viewer |
| Entwine | 455 | almost 2 years ago | Point cloud indexing for massive datasets |
| FullAnalyze | Handling, visualizing and processing lidar data (3D point clouds and waveforms) | ||
| Fusion | CLI/GUI Lidar software | ||
| Global Mapper Lidar Module | Lidar module for Global Mapper | ||
| greyhound | 131 | about 8 years ago | A point cloud streaming framework for dynamic web services and native applications |
| Laspy | Laspy is a python library for reading, modifying, and creating .LAS LIDAR files | ||
| LAStools | A collection of highly-efficient, scriptable tools with multi-core batching that process LAS, compressed LAZ, Terrasolid BIN, .shp, and ASCII | ||
| LASzip | Quickly turns bulky LAS files into compact LAZ files without information loss | ||
| libLAS | libLAS is a C/C++ library for reading and writing the very common LAS LiDAR format | ||
| lidar | 6 | over 9 years ago | A Crystal language library for reading and writing LiDAR data in LAS format |
| lidario | 31 | over 5 years ago | A small Go library for reading and writing LiDAR (LAS) files |
| lidR | 613 | almost 2 years ago | R package for airborne LiDAR data manipulation and visualisation for forestry application |
| MCC-LIDAR | Multiscale Curvature Classification for LIDAR Data | ||
| PDAL | PDAL is a C++ BSD library for translating and manipulating point cloud data | ||
| plas.io | WebGL point cloud rendering | ||
| potree | 4,646 | about 2 years ago | Potree is a free open-source WebGL based point cloud renderer for large point clouds. PotreeConverter provides all files to view your point cloud with only a basic webserver running |
| pyGEDI | 93 | about 4 years ago | pyGEDI provides a high performance, lower cognitive load, and cleaner and more transparent code for data extraction, analysis, processing, and visualization of GEDI's products |
| PyLAS | A python library for reading and writing LAS files | ||
| Quick Terrain Modeler | Proprietary LiDAR exploitation software by Applied Imagery | ||
| rGEDI | 166 | almost 2 years ago | An R Package for NASA's Global Ecosystem Dynamics Investigation (GEDI) Data Visualization and Processing |
| The Point Cloud Library - PCL | Standalone, large scale, open project for 2D/3D image and point cloud processing | ||
| TopoDOT | Proprietary software for extracting topography, 3D models, GIS Assets, and more from point cloud data | ||
| Treetop | 117 | over 3 years ago | A Shiny-based Application for Extracting Forest Information from LiDAR data |
Awesome Geospatial / 3D Application | |||
| 3dcitybuilder | 48 | about 5 years ago | QGIS Plugin that generates 3D Models of Urban Areas |
| 3dfier | 561 | over 2 years ago | The open-source tool for creation of 3D models |
| ArcGIS Earth | Display data, sketch placemarks, measure distances and areas, and add annotations at any part of the world | ||
| CityEngine | Transform 2D GIS Data into Smart 3D City Models | ||
| Google Earth | Bringing a earth view for global mapping | ||
| Open3D | Open-source library that supports rapid development of software that deals with 3D data. The Open3D frontend exposes a set of carefully selected data structures and algorithms in both C++ and Python | ||
| Skyline | A glimpse into Skyline's cutting-edge 3D geospatial visualization products, and their potential to transform the way your organization makes decisions, shares information and manages its assets | ||
| World Wind | Providing features for displaying with geographic data | ||
Awesome Geospatial / Geographic Data Mining | |||
| GeoDMA | GeoDMA is a plugin for TerraView software, used for geographical data mining | ||
| Weka | Weka is a collection of machine learning algorithms for data mining tasks written in Java | ||
Awesome Geospatial / GNSS/INS Post Processing | |||
| Applanix POSPAC MMS | POSPac MMS leverages Global Navigation Satellite Systems (GNSS) and inertial navigation systems (INS) data to generate a source of truth for post-mission trajectories and mapping | ||
| Leica Infinity Surveying Software | Easily manage and process data from multiple sites and survey teams and from all of your different survey instruments – digital levels, total stations, UAVs, GNSS sensors, and now even scanners | ||
| Novatel Waypoint | Waypoint software leverages Global Navigation Satellite Systems (GNSS) and inertial navigation systems (INS) data to generate a source of truth for post-mission trajectories and mapping | ||
| RTKLIB | 2,597 | over 2 years ago | RTKLIB is an open source program package for standard and precise positioning with GNSS (global navigation satellite system) |
| Trimble Business Center | Trimble® Business Center (TBC) software enables surveyors to transform field data from GNSS receivers, total stations, laser scanners, mobile mapping systems, drones and more into high-quality, actionable information and client deliverables | ||
Awesome Geospatial / Atmospheric Correction | |||
| 6S | Second Simulation of the Satellite Signal in the Solar Spectrum (6S) open source algorithm | ||
| 6S_emulator | 83 | about 6 years ago | The 6S emulator is an open-source atmospheric correction tool. It is based on the 6S radiative transfer model but it runs 100x faster with minimal additional error (i.e. < 0.5 %) |
| ACOLITE_MR | 10 | over 5 years ago | Atmospheric correction for aquatic applications of metre-scale satellites |
| ARCSI | 35 | about 2 years ago | The Atmospheric and Radiometric Correction of Satellite Imagery (ARCSI) software provides a command line tool for the generation of Analysis Ready Data (ARD) optical data including atmospheric correction, cloud masking, topographic correction etc |
| ATCOR | ERDAS Imagine module | ||
| gee-atmcorr-S2 | 153 | almost 6 years ago | Atmospheric correction of Sentinel 2 imagery in Google Earth Engine using Py6S |
| i.atcorr | GRASS GIS module that performs atmospheric correction using the 6S algorithm | ||
| Py6S | Py6S is a interface to the Second Simulation of the Satellite Signal in the Solar Spectrum (6S) atmospheric Radiative Transfer Model through the Python programming language | ||
| radiometric_normalization | 33 | about 3 years ago | Implementation of radiometric normalization workflows |
| sen2cor | is a processor for Sentinel-2 Level 2A product generation and formatting; it performs the atmospheric-, terrain and cirrus correction of Top-Of- Atmosphere Level 1C input data | ||
| SIAC | 64 | almost 2 years ago | A sensor invariant Atmospheric Correction (SIAC) |
| SIAC_GEE | 60 | almost 6 years ago | SIAC GEE version |
Awesome Geospatial / Agent-based Modeling | |||
| DMASON | 17 | over 4 years ago | DMASON is a parallel version of the MASON library for writing and running simulations of Agent based simulation models |
| MASON | MASON is a fast discrete-event multiagent simulation library core in Java, designed to be the foundation for large custom-purpose Java simulations, and also to provide more than enough functionality for many lightweight simulation needs. MASON contains both a model library and an optional suite of visualization tools in 2D and 3D | ||
| Mesa | 2,681 | almost 2 years ago | Mesa is an Apache2 licensed agent-based modeling (or ABM) framework in Python |
| NetLogo | NetLogo is a multi-agent programmable modeling environment | ||
| nlrx | 77 | about 2 years ago | Provides tools to setup and execute NetLogo simulations from R |
| Repast | The Repast Suite is a family of advanced, free, and open source agent-based modeling and simulation platforms | ||
| SpaDES | Metapackage for implementing a variety of event-based models, with a focus on spatially explicit models. These include raster-based, event-based, and agent-based models | ||
Awesome Geospatial / Landscape Metrics | |||
| Fragstats | Spatial Pattern Analysis Program for Categorical Maps | ||
| landscapemetrics | 233 | almost 2 years ago | landscapemetrics is an R package for calculating landscape metrics for categorical landscape patterns in a tidy workflow |
| LS_METRICS | 22 | over 3 years ago | A tool for calculating landscape connectivity and other ecologically scaled landscape metrics |
| Makurhini | 41 | almost 2 years ago | R package for calculating fragmentation and landscape connectivity indices used in conservation planning |
| nlmpy | A Python package to create neutral landscape models | ||
| NLMR | 65 | about 2 years ago | R package to simulate neutral landscape models |
| PyLandStats | 83 | almost 2 years ago | An open-source Pythonic library to compute landscape metrics |
Awesome Geospatial / Landscape Modelling | |||
| GLOBIOM | Global Biosphere Management Model (GLOBIOM) is used to analyze the competition for land use between agriculture, forestry, and bioenergy, which are the main land-based production sectors | ||
| InVEST | InVEST (Integrated Valuation of Ecosystem Services and Tradeoffs) is a suite of models used to map and value the goods and services from nature that sustain and fulfill human life | ||
Awesome Geospatial / Spatial Optimization | |||
| MARXAN | Marxan is a freely available conservation planning software. It provides decision support to a range of conservation planning problems, including the design of new reserve systems, reporting on the performance of existing reserve systems, and developing multiple-use zoning plans for natural resource management | ||
| prioriactions | 10 | about 2 years ago | The prioriactions R package uses a mixed integer mathematical programming (MIP) approach for building and solving multi-action conservation planning problems, where the goal is to find an optimal combination of management actions that abate threats, in an efficient way while accounting for connectivity |
| prioritizr | 123 | almost 2 years ago | R package that uses integer linear programming (ILP) techniques to provide a flexible interface for building and solving conservation planning problems |
| Zonation | Zonation produces a hierarchical prioritization of the landscape based on the occurrence levels of biodiversity features in sites (cells) by iteratively removing the least valuable remaining cell while accounting for connectivity and generalized complementarity | ||
Awesome Geospatial / Libraries | |||
| GDAL | Geospatial Data Abstraction Library (GDAL) is a translator library for raster and vector geospatial data formats | ||
| GeographicLib | For solving geodesic problems. Implemented in C, C++, Java, Javascript, Fortran, Python and Matlab | ||
| Geolib | GeoLib is a fast, efficient, computational geometry library available in C++, C# and Java | ||
| Mapnik | C++/Python/Node.js library for map rendering | ||
| MDAL | 161 | almost 2 years ago | Mesh Data Abstraction Library |
| pgRouting | Extends the PostGIS / PostgreSQL geospatial database to provide geospatial routing functionality | ||
| PointCloud | 400 | about 2 years ago | A PostgreSQL extension for storing point cloud (LIDAR) data |
| Terralib | TerraLib is a GIS classes and functions open source library | ||
| TerraMA2 | 33 | about 5 years ago | A free and open source computational platform for early warning systems |
Awesome Geospatial / PaaS - Platform as a Service | |||
| ArcGIS Platform | Esri's PaaS with multiple location services and developer APIs | ||
| Google Maps API | Google's PaaS (Platform as a Service) for Geocoding or analysis/processing services | ||
| Mapbox GL JS | MapBox WebGL Javascript API | ||
| Mapbox.js | MapBox Javascript API | ||
| Microsoft Bing API | Microsoft Bing Maps API | ||
| OpenStreetMap API | OpenStreetMap API | ||
Awesome Geospatial / SaaS - Software as a Service | |||
| ArcGIS Online | ArcGIS Online GIS platform for mapping and spatial analysis | ||
| ARLAS | ARLAS Exploration is an Open Source software for exploring and analysing Geo BigData | ||
| Carto | Cloud computing platform that provides GIS and web mapping tools for display in a web browser | ||
| CSV2GEO | Batch geocoder using excel/csv file, text or API as an input and get latitude, longitude and an interactive map as output | ||
| Fulcrum | A mobile data collection platform that allows you to build, deploy, & collect field data with your own customizable data collection apps | ||
| GIS Cloud | Real-time mapping platform for the entire workflow of your organization | ||
| Mapbox | Plataform for web map design and manipulation | ||
| MapTiler Cloud | Maps API for web & mobile developers. Customize maps, upload or create own geodata and publish online | ||
| Mergin Maps | A mobile data collection open-source platform for field data surveys based on QGIS. Available as service or self-hosted | ||
| NextGIS | A cloud geospatial service that allows you to create web GIS right in the browser | ||
| OpenCage Geocoding API | An API aggregating multiple open geo datasources (OpenStreetMap and others) | ||
| OpenMapTiles | Vector tiles and map services as service, self-hosted or off-line | ||
Awesome Geospatial / DaaS - Data as a Service | |||
| Apple Maps | Apple map service | ||
| Google Maps | Google map service | ||
| Microsoft Bing Maps | Microsoft map service | ||
| OpenStreetMap | OpenStreeMap map service | ||
Awesome Geospatial / Google Earth Engine | |||
| AREA2 | AREA 2 (“area squared” or “area two”), short for Area Estimation & Accuracy Assessment, is a Google Earth Engine application that provides comprehensive support for sampling and estimation in a design-based inference framework | ||
| BAP-GEE | 57 | almost 3 years ago | Best Available Pixel calculation using Google Earth Engine |
| earthEngineGrabR | 53 | about 6 years ago | The earthEngineGrabR is an interface between R and the Google Earth Engine, which simplifies the acquisition of remote sensing data |
| EarthEngine.jl | 49 | about 3 years ago | Google Earth Engine in Julia |
| ee-fastapi | 84 | over 5 years ago | Flood Detection with Google Earth Engine |
| ee-goes | 3 | almost 5 years ago | An Earth Engine JavaScript library for visualizing GOES-R time series |
| ee-rgb-timeseries | 61 | about 2 years ago | Earth Engine JS module to color time series chart points as stretched 3-band RGB |
| eemont | 420 | almost 2 years ago | A python package that extends Google Earth Engine |
| exploreRGEE | 23 | over 4 years ago | Google Earth Engine (GEE) in the Rstudio IDE |
| gee-atmcorr-S2 | 153 | almost 6 years ago | Atmospheric correction of Sentinel 2 imagery in Google Earth Engine using Py6S |
| geemap | 3,515 | almost 2 years ago | A Python package for interactive mapping with Google Earth Engine, ipyleaflet, and ipywidgets |
| gee_s1_ard | 240 | almost 2 years ago | Creates an analysis ready sentinel-1 SAR image collection in Google Earth Engine by applying additional border noise correction, speckle filtering and radiometric terrain normalization |
| GEET | 165 | about 2 years ago | Google Earth Engine Toolbox - Library to write small EE apps or big/complex apps with a lot less code |
| geeup | 123 | almost 2 years ago | Simple CLI for Earth Engine Uploads |
| landsat-extract-gee | 58 | about 7 years ago | Get Landsat surface reflectance time-series from google earth engine |
| msslib | 17 | over 5 years ago | An Earth Engine JavaScript library for working with Landsat MSS image data |
| OEEex | 27 | over 2 years ago | A chrome extension to enhance Google Earth Engine code editor |
| OpenEarthEngineLibrary | 130 | almost 2 years ago | Collection of code goodies for Google Earth Engine(GEE) |
| restee | Aims to make plugging Earth Engine (EE) computations into downstream Python processing easier | ||
| rgee | 694 | almost 2 years ago | Google Earth Engine for R |
| sankee | 101 | over 2 years ago | Visualize classified time series data with interactive Sankey plots in Google Earth Engine |
| spectral | 179 | almost 2 years ago | Awesome Spectral Indices for the Google Earth Engine JavaScript API (Code Editor) |
| wxee | 207 | over 2 years ago | A Python interface between Earth Engine and xarray for processing weather and climate data |
Awesome Geospatial / Deep Learning | |||
| AIDE | 230 | about 2 years ago | Annotation Interface for Data-driven Ecology: Tools for detecting wildlife in aerial images using active learning |
| AirNet | 102 | almost 8 years ago | SegNet-like network implemented in TensorFlow to use for segmenting aerial images |
| Deep Learning ArcGIS | 464 | almost 2 years ago | Deep Learning Libraries Installers for ArcGIS |
| DeepForest | 529 | almost 2 years ago | Python Package for Tree Crown Detection in Airborne RGB imagery |
| eo-learn | 1,134 | almost 2 years ago | Earth observation processing framework for machine learning in Python |
| Hyperspectral | 298 | over 7 years ago | Deep Learning for Land-cover Classification in Hyperspectral Images |
| Label Maker | 461 | almost 3 years ago | Data Preparation for Satellite Machine Learning |
| libtorch-yolov3 | 453 | almost 6 years ago | A Libtorch implementation of the YOLO v3 object detection algorithm |
| LightNet | 719 | over 6 years ago | LightNet: Light-weight Networks for Semantic Image Segmentation (Cityscapes and Mapillary Vistas Dataset) |
| mmsegmentation | 8,406 | about 2 years ago | MMSegmentation is an open source semantic segmentation toolbox based on PyTorch. It is a part of the OpenMMLab project |
| Pixel Decoder | 78 | over 3 years ago | A machine learning python package to run deep learning with satellite imagery |
| PixelLib | 1,054 | almost 3 years ago | Pixellib is a library for performing segmentation of images. It suports both Semantic Segmentation as Instance Segmentation |
| platypus | 130 | almost 5 years ago | R package for object detection and image segmentation |
| Presto | 200 | over 2 years ago | Lightweight, Pre-trained Transformers for Remote Sensing Timeseries |
| Raster Vision | 2,099 | almost 2 years ago | An open source framework for deep learning on satellite and aerial imagery |
| SamGIS | 6 | almost 2 years ago | – Image Segmentation machine learning based (Segment Anything by Meta - Facebook) applied to GIS and geo data also with GPU requirements. A Segment Anything HuggingFace demo and an HuggingFace with natural language-based image segmentation capabilities via |
| segment-geospatial | 3,099 | almost 2 years ago | Meta AI' Segment Anything Model (SAM) for Geospatial Data |
| sentinel-tree-cover | 161 | about 2 years ago | Image segmentations of trees outside forest |
| ShelfNet | 252 | over 5 years ago | Implementation of a CNN model for real-time semantic segmentation |
| SIMRDWN | 216 | over 6 years ago | The Satellite Imagery Multiscale Rapid Detection with Windowed Networks (SIMRDWN) codebase combines some of the leading object detection algorithms into a unified framework designed to detect objects both large and small in overhead imagery |
| SNIPER | 2,691 | about 5 years ago | SNIPER is an efficient multi-scale object detection algorithm |
| Solaris | 416 | almost 4 years ago | CosmiQ Works Geospatial Machine Learning Analysis Toolkit |
| srcnn | 76 | about 6 years ago | Super Resolution for Satellite Imagery |
| Temporal Convolutional Neural Network | 149 | over 6 years ago | Temporal Convolutional Neural Network for the Classification of Satellite Image Time Series |
| TernausNetV2 | 548 | over 6 years ago | TernausNetV2: Fully Convolutional Network for Instance Segmentation |
| TorchGeo | 3,083 | almost 2 years ago | TorchGeo is a PyTorch domain library, similar to torchvision, that provides datasets, transforms, samplers, and pre-trained models specific to geospatial data |
| TorchSat | 393 | about 6 years ago | TorchSat is an open-source PyTorch framework for satellite imagery analysis |
| tsl | 281 | almost 2 years ago | PyTorch library for processing spatiotemporal data |
| WaterNet | 246 | over 9 years ago | A convolutional neural network that identifies water in satellite images |
| YOLT | 277 | almost 7 years ago | You Only Look Twice: Rapid Multi-Scale Object Detection In Satellite Imagery |
Awesome Geospatial / C | |||
| Datamaps | 342 | about 12 years ago | This is a tool for indexing large lists of geographic points or lines and dynamically generating map tiles from the index for display |
| FORCE | 174 | almost 2 years ago | Framework for Operational Radiometric Correction for Environmental monitoring |
| H3 | 4,976 | almost 2 years ago | Hexagonal hierarchical geospatial indexing system |
| libpostal | 4,104 | about 2 years ago | A C library for parsing/normalizing street addresses around the world. Powered by statistical NLP and open geo data |
| libvips | 9,831 | almost 2 years ago | 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 | ||
| udunits2 | 62 | almost 2 years ago | API and utility for arithmetic manipulation of units of physical quantities |
| YOLT | 669 | almost 8 years ago | You Only Look Twice: Rapid Multi-Scale Object Detection In Satellite Imagery |
Awesome Geospatial / C++ | |||
| 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 | ||
| copc-lib | 41 | almost 2 years ago | copc-lib provides an easy-to-use interface for reading and creating Cloud Optimized Point Clouds |
| cpd | 405 | over 2 years ago | Coherent Point Drift (CPD) is a point-set registration algorithm |
| depthmapX | 186 | over 5 years ago | Multi-platform Spatial Network Analysis Software |
| dreich_algorithm | 1 | over 11 years ago | Algorithm for extracting channel networks from high resolution topographic data |
| entwine | 455 | almost 2 years ago | 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 | 122 | over 2 years ago | gdalcubes is a library to represent collections of Earth Observation (EO) images as on demand data cubes (or multidimensional arrays) |
| geojson-vt-cpp | 95 | about 2 years ago | 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 | 338 | over 2 years ago | Real-time super-pixel segmentation |
| Halide | 5,926 | almost 2 years ago | Halide is a programming language designed to make it easier to write high-performance image processing code on modern machines |
| hmm | 579 | almost 3 years ago | Heightmap meshing utility |
| hydroflow | 1 | over 7 years ago | 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 | 194 | almost 2 years ago | Quickly turns bulky LAS files into compact LAZ files without information loss |
| laz-perf | 78 | about 2 years ago | Alternative LAZ implementation for C++ and JavaScript |
| libGeoTiff | Manipulate TIFF based interchange format for georeferenced raster imagery | ||
| libspatialindex | 716 | almost 2 years ago | C++ implementation of R*-tree, an MVR-tree and a TPR-tree with C API |
| Mapbox GL Native | 4,381 | about 3 years ago | Render Mapbox styles in mobile, desktop, and node applications using C++ and OpenGL |
| Mapbox Maps SDK for Qt | Qt Automotive Map Suite | ||
| Mapnik Vector Tile | 553 | about 4 years ago | Mapnik C++ implemention of Mapbox Vector Tile specification |
| Mapnik | C++ library for map rendering | ||
| Mapzen Tangram-ES | 828 | over 2 years ago | C++ library for rendering 2D and 3D maps using OpenGL ES 2 with custom styling and interactions |
| networkit | 773 | almost 2 years ago | NetworKit is a growing open-source toolkit for large-scale network analysis |
| OpenDroneMap | 4,944 | almost 2 years ago | OpenDroneMap is a tool to postprocess drone, balloon, kite, and street view data to geographic data including orthophotos, point clouds, & textured mesh |
| OpenOrienteering Mapper | 405 | almost 2 years ago | 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 Apache v2.0 licence | ||
| osgearth | 1,523 | almost 2 years ago | A free open source C++ geospatial toolkit |
| OSMExpress | 244 | almost 2 years ago | Fast database file format for OpenStreetMap |
| 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 | ||
| otbtf | 161 | almost 2 years ago | Deep learning with otb |
| pprepair | 58 | almost 3 years ago | Validation and Automatic Repair of Planar Partitions |
| prepair | 115 | about 3 years ago | Automatic repair of single polygons (according to the OGC Simple Features / ISO19107 rules) using a constrained triangulation |
| Pronto Raster | 50 | about 4 years ago | C++ library for geographical raster data analysis |
| RichDEM | 271 | about 2 years ago | High-performance Terrain and Hydrology Analysis |
| RoutingKit | 375 | about 2 years ago | RoutingKit is a C++ library that provides advanced route planning functionality |
| 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 | 2,353 | almost 2 years ago | Computational geometry and spatial indexing on the sphere |
| Selene | 305 | about 4 years ago | 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 | 35 | over 4 years ago | A C++14 port of supercluster, a fast 2D point clustering library for use in interactive maps |
| TauDEM | 240 | over 2 years ago | 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 | 588 | over 3 years ago | A command-line tool for converting heightmaps in GeoTIFF format into tiled optimized meshes |
| tippecanoe | 2,751 | over 2 years ago | Build vector tilesets from large collections of GeoJSON features |
| valhalla | 4,582 | almost 2 years ago | 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 | ||
| VROOM | 1,369 | almost 2 years ago | VROOM is an open-source optimization engine written in C++17 that aim at providing good solutions to various real-life vehicle routing problems (VRP) within a small computing time |
Awesome Geospatial / C Sharp | |||
| ArcBruTile | 6 | over 4 years ago | ArcBruTile displays a collection of maps in ArcGIS Pro 2.0 and ArcMap 10.0 - 10.6 |
| AzureMapsRestServices | 27 | over 4 years ago | .Net Standard 2.0 library to access AzureMaps Services |
| Bing Maps REST Toolkit | 182 | over 2 years ago | 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 | 47 | over 2 years ago | 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 | ||
| Bing-Maps-Fleet-Tracker | 224 | almost 3 years ago | The Bing Maps Fleet Tracker is a tracking solution for small to medium sized teams. Easily track vehicles and mobile devices |
| BotBuild-Location | An open-source location picker control for Microsoft Bot Framework powered by Bing Maps REST services | ||
| BruTile | 332 | about 2 years ago | BruTile is a .NET library to access tile services like those of OpenStreetMap, MapBox or GeodanMaps |
| DEM Net Elevation API | 306 | almost 2 years ago | 3D terrain generation library, provides access to global DEM datasets (OpenTopography, Nasa ASTER) and tiled imagery services. GlTF and STL export formats supported |
| DotSpatial | 883 | over 2 years ago | DotSpatial is a geographic information system library written for .NET 4 |
| Earth-Lens | 52 | over 7 years ago | 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 | 182 | almost 2 years ago | A geospatial library for .NET |
| GeoJSON.Net | 447 | about 2 years ago | .Net library for GeoJSON types & corresponding Json.Net (de)serializers |
| GeoJSON4EntityFramework | 19 | over 9 years ago | Create GeoJSON from Entity Framework Spatial Data or WKT |
| Mapbox Maps SDK for Unity | The Maps SDK for Unity is a collection of tools for building Unity applications from real map data | ||
| MaxRev.Gdal.Core | 163 | almost 2 years ago | Bindings for GDAL and OGR (both win-x64 and linux-x64) |
| NTS Net Topology Suite | 1,473 | about 2 years ago | 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 | ||
| Sanchez | 129 | almost 2 years ago | False-colour geostationary satellite image compositor |
| SharpKml | 161 | over 2 years ago | Is able to read/write both KML files and KMZ files |
| SharpMap | 837 | almost 4 years ago | 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 | ||
Awesome Geospatial / Clojure | |||
| geo | 304 | over 2 years ago | Clojure library for working with geohashes, polygons, and other world geometry |
Awesome Geospatial / Crystal | |||
| lidar | 6 | over 9 years ago | A Crystal language library for reading and writing LiDAR data in LAS format |
Awesome Geospatial / CSS | |||
| CartoCSS | TileMills language | ||
| MapCSS | MapCSS is a CSS-like language for map stylesheets | ||
Awesome Geospatial / Dart | |||
| turf_dart | 71 | almost 2 years ago | - A turf.js-like geospatial analysis library working with GeoJSON, written in pure Dart |
Awesome Geospatial / 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 | ||
Awesome Geospatial / Elixir | |||
| distance | 62 | about 2 years ago | Provides a set of distance functions for use in GIS or graphic applications |
| geo | 648 | almost 2 years ago | A collection of GIS functions for Elixir |
| Geometry Library | 157 | almost 2 years ago | A Geometry library for Elixir that calculates spatial relationships between two geometries |
| GeoPostGIS | 304 | almost 2 years ago | Postgrex extension for the PostGIS data types |
Awesome Geospatial / Fortran | |||
| 6S | Second Simulation of the Satellite Signal in the Solar Spectrum (6S) open source algorithm | ||
| SPECFEM3D_GLOBE | 93 | almost 2 years ago | SPECFEM3D_GLOBE simulates global and regional (continental-scale) seismic wave propagation |
| SWAT | 64 | almost 3 years ago | Implementation of SWAT model |
Awesome Geospatial / Go | |||
| BoxTree | 316 | about 2 years ago | An R-tree implementation for Go |
| BuntDB | 4,599 | about 2 years ago | BuntDB is an embeddable, in-memory key/value database for Go with custom indexing and geospatial support |
| cogger | 113 | about 2 years ago | cogger is a fast geotiff to COG converter |
| Draw2D | 1,105 | about 2 years ago | 2D rendering for different output (raster, pdf) |
| geom | 57 | over 2 years ago | Geometry objects and functions for Go |
| Go GDAL | 291 | over 2 years ago | Go (golang) wrapper for GDAL, the Geospatial Data Abstraction Library |
| go-geom | 865 | about 2 years ago | Go library for handling geometries |
| Go-proj-4 | 44 | over 5 years ago | Go bindings for the Cartographic Projections Library PROJ.4 |
| Go-shp | 260 | about 2 years ago | Go library for reading and writing ESRI Shapefiles. Pure Golang implementation based on the ESRI Shapefile technical description |
| go-spatial | 64 | over 8 years ago | GoSpatial is a simple command-line interface program for manipulating geospatial data |
| godal | 141 | almost 2 years ago | Godal aims at providing an idiomatic go wrapper around the GDAL library |
| gopostal | 161 | over 2 years ago | Go (cgo) interface to libpostal for fast international address parsing/normalization |
| GoSpatial | 64 | over 8 years ago | GoSpatial is a simple command-line interface program for manipulating geospatial data |
| lidario | 31 | over 5 years ago | A small Go library for reading and writing LiDAR (LAS) files |
| orb | 918 | about 2 years ago | A set of types for working with 2d geo and planar/projected geometric data in Golang |
| pg_featureserv | 463 | almost 2 years ago | Lightweight RESTful Geospatial Feature Server for PostGIS in Go |
| pg_tileserv | 884 | almost 2 years ago | A very thin PostGIS-only tile server in Go. Takes in HTTP tile requests, executes SQL, returns MVT tiles |
| S2 | 1,708 | about 2 years ago | S2 is a library for spherical geometry that aims to have the same robustness, flexibility, and performance as the best planar geometry libraries |
| Tegola | 1,308 | almost 2 years ago | Tegola is a vector tile server delivering Mapbox Vector Tiles with support for PostGIS and GeoPackage data providers |
Awesome Geospatial / Groovy | |||
| GeoScript Groovy | 46 | over 2 years ago | GeoScript Groovy is the Groovy implementation of GeoScript |
Awesome Geospatial / Haskell | |||
| HGeometry | 123 | almost 2 years ago | HGeometry is a library for computing with geometric objects in Haskell. It defines basic geometric types and primitives, and it implements some geometric data structures and algorithms |
| hgis | Package containing functions to make graphs, read shapefiles, and compute areas/perimeters of geographic features | ||
| Naqsha | 26 | about 6 years ago | 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 | ||
Awesome Geospatial / IDL | |||
| LandTrendr | 39 | over 9 years ago | 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 |
Awesome Geospatial / Java | |||
| Apache SIS | Apache Spatial Information System (SIS) is a free software, Java language library for developing geospatial applications | ||
| asgbook | 11 | over 14 years ago | Implementation of GIS/RS features in Java. Its also the code accompanying the book "Automating the Analysis of Spatial Grids" by Valliappa Lakshmanan |
| GDAL Warp Bindings | 17 | almost 2 years ago | Thread-safe bindings for GDAL's Warp functionality |
| Geoapi | GeoAPI provides a set of Java language programming interfaces for geospatial applications | ||
| Geo Assist | 212 | over 3 years ago | Geo Assist is an open source API for indexing and querying spatial data in the most efficient manner. It allows you to store 2D spatial data in-memory and support features such as find nearest neighbors, find in bounding box, etc |
| 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 | ||
| 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 | 5,487 | almost 2 years ago | 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 | 107 | over 2 years ago | Java/JNI bindings to libpostal for fast international street address parsing/normalization |
| JTS Topology Suite | 2,001 | almost 2 years ago | 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 | 73 | almost 2 years ago | Open Source JavaBeans-based programmer's toolkit |
| PDAL-Java | 8 | almost 2 years ago | Java extension and bindings for PDAL |
| Photon | 1,974 | almost 2 years ago | Photon is an open source geocoder built for OpenStreetMap data. It is based on elasticsearch |
| Proj4j | 194 | over 2 years ago | Java port of the Proj.4 library for coordinate reprojection |
| Spatial4j | 941 | over 3 years ago | Spatial4j is a general purpose geospatial ASL licensed open-source Java library |
| Weka | Weka is a collection of machine learning algorithms for data mining tasks written in Java | ||
| World Wind Java SDK | Nasa cross-platform Java SDK | ||
Awesome Geospatial / JavaScript | |||
| Arabesque | 26 | almost 4 years ago | Arabesque is a web application for thematic mapping of flow and networks datasets |
| arc.js | 369 | almost 4 years ago | Calculate great circles routes as lines in GeoJSON or WKT format |
| ArcGIS API | ArcGIS API for JavaScript | ||
| Bing Maps V8 Code Samples | 145 | over 2 years ago | 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 | 36 | over 2 years ago | TypeScript Definitions for the Bing Maps V8 web control |
| Bing Maps V8 Web Control | Bing Maps API for JavaScript | ||
| Bertin.js | 309 | almost 3 years ago | A JavaScript library for visualizing geospatial data and make thematic maps for the web |
| CesiumJS | 13,088 | almost 2 years ago | An open-source JavaScript library for world-class 3D globes and maps |
| d3-geomap | A library for creating geographical maps based on D3.js | ||
| de9im | 29 | about 4 years ago | A collection of fast functions for DE-9IM spatial operations |
| deck.gl | 12,344 | almost 2 years ago | WebGL2 powered geospatial visualization layers |
| eurostat-map.js | 63 | almost 2 years ago | Reusable library to quickly create and customise web maps showing Eurostat data directly retrieved from Eurostat database |
| Galton | 272 | about 5 years ago | Lightweight Node.js isochrone server. Build isochrones using OSRM, Turf and concaveman |
| gdal-js | 124 | over 3 years ago | An Emscripten port of GDAL 2.1 |
| geoblaze | 183 | about 2 years ago | Geoblaze is a geospatial raster processing engine written purely in javascript |
| Geodesy | 1,179 | about 2 years ago | Libraries of geodesy functions implemented 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 | ||
| geojson-merge | 233 | almost 2 years ago | Merge multiple GeoJSON files into one FeatureCollection |
| Geokit | 37 | almost 2 years ago | 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 |
| geoverview | 25 | almost 4 years ago | Based on maplibre-gl, geoverview is a tool for giving a quick and easy geographic overview of any geojson (and the information it contains) |
| GeoPackage.js | 314 | about 2 years ago | GeoPackage JS is an implementation of the OGC GeoPackage spec. This library works in both the browser and Node 4+ |
| geopouch | 85 | over 6 years ago | Spatial plugin from PouchDB extracted and supporting N dimensional coordinates |
| Geo-Three | 732 | almost 2 years ago | Tile based geographic world map visualization library for threejs |
| geotiff.js | 892 | almost 2 years ago | geotiff.js is a small library to parse TIFF files for visualization or analysis |
| geotoolbox | 60 | over 2 years ago | is javascript tool for geographers. It allows to simply deal with geojson properties (attribute data) and provides several GIS operations useful for thematic cartography |
| Ginkgoch | Ginkgoch is a GIS visualization, analyze library on Node.js. It allows to build cross-platform GIS services, desktop and mobile apps | ||
| gmaps.js | 7,024 | almost 6 years ago | 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 | 403 | over 4 years ago | Yet another heatmap implementation for Javascript |
| Heatmap.js | A heatmap implementation for Javascript | ||
| hyperleaflet | A library that allows you to use the popular Leaflet library with just HTML attributes | ||
| 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 | 1,493 | almost 2 years ago | Port of the Java JTS library |
| jVectorMap | jVectorMap is a vector-based, cross-browser and cross-platform component for interactive geography-related data visualization on the web. It provides numerious features like smooth zooming and panning, fully-customizable styling, markers, labels and tooltips | ||
| kepler.gl | kepler.gl is a data-agnostic, high-performance web-based application for visual exploration of large-scale geolocation data sets | ||
| Koop | An open source geospatial data server. Transform geospatial data on the fly and serve as GeoJSON, Vector Tiles, Feature Services and more | ||
| landsat8.earth | 40 | over 3 years ago | 2D/3D WebGL-powered Landsat 8 satellite imagery analysis |
| landspeed.js | 53 | over 9 years ago | WMS server using node-mapnik |
| leaflet | Open-Source JavaScript Library for Mobile-Friendly Interactive Maps | ||
| leaflet-elevation | 257 | almost 3 years ago | Leaflet plugin that allows to add elevation profiles using d3js |
| leaflet-providers | 2,177 | almost 2 years ago | An extension to Leaflet that contains configurations for various free tile providers |
| leaflet TimeDimension | 436 | over 3 years ago | Add time dimension capabilities on a Leaflet map |
| Loam | 219 | almost 3 years ago | Javascript wrapper for GDAL in the browser |
| LuciadRIA | A JavaScript library for 3D globes and maps, with support for military symbology and desktop-like performance | ||
| mapbox-gl-draw | 965 | almost 2 years ago | Draw tools for mapbox-gl-js |
| mapboxgl-powerbi | 127 | over 3 years ago | Mapbox GL PowerBI custom visual |
| mapshaper-proj | 38 | almost 2 years ago | A JavaScript port of the Proj.4 map projection library |
| NASA WebWorldWind | 902 | over 2 years ago | 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 |
| openaq | 18 | over 9 years ago | A JS client for the OpenAQ API. OpenAQ is a non-profit organization empowering communities around the globe to clean their air by harmonizing, sharing, and using open air quality data |
| OpenGlobus | A javascript library designed to display interactive 3d maps and planets with map tiles, imagery and vector data, markers and 3d objects. It uses the WebGL technology, open source and completely free | ||
| OpenLayers | Open source AJAX library | ||
| openrouteservice-js | 209 | almost 2 years ago | The JavaScript API to consume openrouteservice(s) painlessly! |
| OpenSphere | 186 | about 2 years ago | A pluggable, single-page, GIS web application that supports both 2D and 3D views |
| OSM Building | The JavaScript API to consume openrouteservice(s) painlessly!) - A JavaScript library for visualizing OpenStreetMap building geometry on 2D and 3D maps | ||
| overpass-turbo | 960 | almost 2 years ago | A web based data mining tool for OpenStreetMap using Overpass API |
| PGRestAPI | 436 | over 8 years ago | Node.js REST API for PostGres Spatial Entities |
| pixelmatch | 6,219 | about 2 years ago | The smallest, simplest and fastest JavaScript pixel-level image comparison library |
| pouchdb-geospatial | 18 | almost 4 years ago | The PouchDB Geospatial plugin provides spatial querying of GeoJSON objects right in the browser |
| procedural-gl-js | 1,291 | over 5 years ago | Procedural GL JS is a library for creating 3D map experiences on the web, written in JavaScript and WebGL. It is built on top THREE.js |
| proj4js | 2,046 | almost 2 years ago | JavaScript library to transform coordinates from one coordinate system to another, including datum transformations |
| react-leaflet | 5,199 | almost 2 years ago | React components for Leaflet maps |
| react-map-gl | 7,897 | almost 2 years ago | React friendly API wrapper around MapboxGL JS |
| reproject | 222 | almost 4 years ago | Change, convert, transform, reproject GeoJSON between different projections/CRS |
| Spatial | 5 | over 15 years ago | A 2d spatial hash module for node.js |
| spl.js | 175 | over 2 years ago | SpatiaLite and friends - sqlite, geos, proj, rttopo - for node (sync API) and browser (async API) |
| SQLite3 | 6,249 | almost 2 years ago | Asynchronous, non-blocking SQLite3 bindings for Node.js |
| Supercluster | 2,127 | about 2 years ago | A crazy fast geospatial point clustering library for browsers and Node |
| SuperMap iClient for JavaScript | Cloud GIS web client development platform supportted by SuperMap | ||
| Terra Draw | 522 | almost 2 years ago | A cross provider JavaScript library for drawing on maps |
| TerriaJS | 1,187 | almost 2 years ago | A library for building rich, web-based geospatial data explorers |
| Thermo.js | 1 | over 14 years ago | Another heatmap implementation for Javascript |
| tilegarden | 98 | over 3 years ago | Serverless raster and vector map tile generation using Mapnik and AWS Lambda |
| tilelive-postgis | 52 | almost 3 years ago | Implements the tilelive API for generating mapnik vector tiles from PostGIS |
| TileMantle | 36 | over 8 years ago | 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-mapnik | 9 | almost 6 years ago | TileStrata provider for rendering tiles with mapnik |
| TileStrata | 429 | about 5 years ago | A pluggable Node.js map tile server |
| Turf.js | Advanced geospatial analysis for browsers and node | ||
| ui-leaflet | 314 | over 8 years ago | AngularJS directive to embed an interact with maps managed by Leaflet library |
| Vue2Leaflet | 1,957 | almost 2 years ago | Vue 2 components for Leaflet maps |
| WebGISService | 0 | almost 3 years ago | Geospatial operations running as a service. Based on NodeJS/ExpressJS and TurfJS. Works with GeoJSON Features and FeaturesCollection |
| Windshaft | 309 | about 3 years ago | A Node.js map tile library for PostGIS and torque.js, with CartoCSS styling |
Awesome Geospatial / Julia | |||
| ArchGDAL | 143 | almost 2 years ago | Vector and Raster interfaces |
| ClimateTools.jl | 118 | almost 2 years ago | Collection of commonly-used tools in Climate Science |
| CoordinateTransformations.jl | 182 | over 2 years ago | Julia package to manage simple or complex networks of coordinate system transformations |
| DataFrames.jl | 1,738 | almost 2 years ago | Tools for working with tabular data in Julia |
| DynamicGrids.jl | 226 | almost 2 years ago | Generalised framework for building high-performance grid-based spatial simulations, including cellular automata, but also allowing a wider range of behaviours like random jumps and interactions between multiple grids. It is extended by Dispersal.jl for modelling organism dispersal processes |
| EarthEngine.jl | 49 | about 3 years ago | Google Earth Engine in Julia |
| EcologicalNetwork.jl | 69 | about 3 years ago | This julia package provides a common interface to analyze all types of data on ecological networks |
| EarthDataLab.jl | 33 | almost 2 years ago | Interface for Reading from the Earth System Datacube |
| GDALfuns.jl | 0 | about 11 years ago | Auto-generated low-level wrapper for the GDAL library |
| GeoArrays.jl | 51 | almost 2 years ago | Simple geographical raster interaction built on top of ArchGDAL, GDAL and CoordinateTransformations |
| GeoData.jl | 217 | almost 2 years ago | Standardising geospatial raster data in the Julia language |
| GeoDataFrames.jl | 68 | almost 2 years ago | Simple geographical vector interaction built on top of ArchGDAL |
| Geodesy.jl | 112 | about 2 years ago | Work with points defined in various coordinate systems |
| GeoInterface.jl | 101 | almost 2 years ago | A Julia Protocol for Geospatial Data |
| GeoJSON.jl | 68 | almost 2 years ago | This library is developed independently of, but is heavily influenced in design by the python-geojson package |
| GeoMakie.jl | 180 | almost 2 years ago | Geographical plotting utilities for Makie.jl |
| GeoStats.jl | 527 | almost 2 years ago | An extensible framework for high-performance geostatistics in Julia |
| GMT.jl | 198 | almost 2 years ago | Generic Mapping Tools Library Wrapper for Julia |
| ImageFeatures.jl | 45 | about 2 years ago | Image feature detection for the Julia language |
| ImageFiltering.jl | 99 | almost 2 years ago | ImageFiltering implements blurring, sharpening, gradient computation, and other linear filtering operations, as well nonlinear filters like min/max |
| ImageMetadata.jl | 12 | almost 2 years ago | ImageMetadata is a simple package providing utilities for working with images that have metadata attached |
| ImageMorphology.jl | 27 | over 2 years ago | This package provides morphology-related functionality to the Images.jl project |
| Images.jl | 536 | almost 2 years ago | An image processing library for Julia |
| ImageSegmentation.jl | 47 | almost 2 years ago | Julia package for multiple Image Segmentation Algorithms |
| ImageTransformations.jl | 46 | over 2 years ago | This package provides support for image resizing, image rotation, and other spatial transformations of arrays |
| Interpolations.jl | 0 | almost 3 years ago | This package implements a variety of interpolation schemes for the Julia language |
| JuliaGIS | 4 | over 12 years ago | A package for the visualization and manipulation of geographic data |
| LASindex.jl | 4 | about 6 years ago | Pure Julia reader of lasindex .lax files |
| LasIO.jl | 22 | over 5 years ago | Native Julia package for working with .las pointcloud data |
| LazIO.jl | 12 | almost 2 years ago | Extends LasIO with Laszip integration |
| LibGEOS.jl | 2 | about 10 years ago | 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 | 3 | almost 8 years ago | Julia wrapper for LibLAS, a library for reading and writing the LAS LiDAR format |
| LibSpatialIndex.jl | 10 | almost 2 years ago | A library for spatially indexing kD bounding box data (based on libspatialindex) |
| NearestNeighbors.jl | 426 | almost 2 years ago | High performance nearest neighbor data structures and algorithms for Julia |
| NetCDF.jl | 117 | almost 2 years ago | NetCDF support for the julia programming language |
| NMEA.jl | 8 | about 5 years ago | NMEA.jl is a package for parsing NMEA GPS protocol sentences |
| OpenStreetMaps.jl | 52 | about 10 years ago | This package provides basic functionality for parsing, viewing, and working with OpenStreetMap map data |
| OpenStreetMapX.jl | 123 | over 2 years ago | Provides basic functionality for parsing, viewing, and working with OpenStreetMap map data |
| OpenStreetMapXPlot.jl | 35 | over 2 years ago | Plotting functionality for the OpenStreetMapX.jl (Supports PyPlot.jl and Plots.jl with GR backend) |
| Proj4.jl | 48 | almost 2 years ago | A simple wrapper around the Proj.4 cartographic projections library |
| RasterDataSources.jl | 23 | almost 2 years ago | Downloads raster data for local use or for integration into other spatial data packages, like GeoData.jl |
| RasterIO.jl | 18 | almost 9 years ago | Simple Raster Formats for Julia |
| RegionTrees.jl | 111 | about 4 years ago | Quadtrees, Octrees, and more in Julia |
| Shapefile.jl | 83 | almost 2 years ago | Parsing .shp files in Julia |
| SpatialIndexing.jl | 32 | over 2 years ago | Spatial data indexing in pure Julia (R*-trees etc) |
| SpectralIndices.jl | 19 | almost 2 years ago | Julia package for working with spectral indices commonly used in remote sensing and earth observation applications |
| STAC.jl | 29 | almost 2 years ago | SpatioTemporal Asset Catalog (STAC) julia client |
| Tinker.jl | 2 | over 5 years ago | Interactive graphical tool for complex image analysis |
| Turf.jl | 1 | over 6 years ago | This library is a port of Turf.js to the Julia programming language for geospatial analysis |
| ViziCities | 2,727 | over 7 years ago | A framework for 3D geospatial visualization in the browser |
| VoronoiDelaunay.jl | 124 | about 3 years ago | Fast, robust construction of 2D Delaunay and Voronoi tessellations on generic point types |
| Watershed.jl | 4 | almost 8 years ago | This is a translation of Zlateski's C++ Watershed code |
Awesome Geospatial / Kotlin | |||
| geospatial-messenger | 218 | over 8 years ago | Geospatial messenger application written with Spring Boot + Kotlin + PostgreSQL |
| Lets-Plot | 446 | almost 2 years ago | An open-source plotting library. Together with GeoTools it allows you to visualize geospatial data in Jupyter notebooks or a JVM application |
Awesome Geospatial / Lisp | |||
| cl-ewkb | 14 | over 15 years ago | Common Lisp PostGIS EWKB data model and encoder/decoder |
| cl-proj | 2 | over 6 years ago | CL-PROJ provides CFFI-based Common Lisp bindings for the PROJ.4 library |
| utm | 7 | over 6 years ago | Lisp library for converting between latitude/longitude and UTM |
Awesome Geospatial / Lua | |||
| geo.lua | 146 | almost 9 years ago | A helper library for Redis geospatial indices |
| Tarantool/GIS | 48 | almost 4 years ago | 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 | ||
Awesome Geospatial / MATLAB | |||
| CCDC | 99 | almost 2 years ago | Algorithm developed for Continuous Change Detection and Classification (CCDC) of land cover using all available Landsat data |
| ChangeDetectionToolbox | 170 | over 5 years ago | MATLAB Toolbox for Remote Sensing Change Detection |
| Cmask | 7 | about 6 years ago | This tool called Cmask (Cirrus cloud mask) is used for cirrus cloud detection in Landsat 8 imagery using a time series of data from the Cirrus Band (1.36 – 1.39 µm) |
| COLD | 22 | over 3 years ago | Algorithm for COntinuous monitoring of Land Disturbance (COLD) using Landsat time series |
| MFmask | 12 | about 8 years ago | Automated cloud and cloud shadow detection for Landsats 4-8 images |
Awesome Geospatial / Nim | |||
| fp_denoise | 17 | about 4 years ago | A tool for de-noising raster digital elevation models |
| kdtree | 43 | almost 6 years ago | A pure Nim k-d tree implementation for efficient spatial querying of point data |
| wbt_nim | 3 | over 4 years ago | A Nim-based API for using the WhiteboxTools geospatial data analysis library |
Awesome Geospatial / Perl | |||
| address formatting | 398 | almost 2 years ago | Templates to format geographic addresses |
| Geo::GDAL | Perl extension for the GDAL library for geospatial data | ||
Awesome Geospatial / Python | |||
| aiocogeo | 73 | about 5 years ago | Asynchronous cogeotiff reader |
| aiocogeo | 73 | about 5 years ago | Read Cloud Optimized GeoTiffs without GDAL |
| Alpha Shape Toolbox | 267 | almost 2 years ago | Toolbox for constructing alpha shapes |
| AnaFlow | 34 | about 2 years ago | A python-package containing analytical solutions for the groundwater flow equation |
| ArcGIS Python API | ArcGIS API for Python is a Python library for working with maps and geospatial data, powered by web GIS | ||
| autoRIFT | 220 | about 2 years ago | Python module of a fast and intelligent algorithm for finding the pixel displacement between two images |
| Cartopy | A library providing cartographic tools for python for plotting spatial data | ||
| cdsapi | 246 | almost 2 years ago | Python API to access the Copernicus Climate Data Store (CDS) |
| cedar-datacube | 11 | about 7 years ago | Create Earth engine Datacubes of Analytical Readiness |
| Centroids | 22 | almost 10 years ago | This application reads a valid geojson FeatureCollection and returns a valid geojson FeatureColleciton of centroids |
| chupaESRI | 39 | over 2 years ago | ChupaESRI is a Python module/command line tool to extract features from ArcGIS Server map services |
| Climata | 85 | almost 8 years ago | Python library for loading and iterating over climate and flow time series data (from ACIS/NOAA RCCs, CoCoRaHS, Hydromet/USBR, CNRFC ESP/NWS, SNOTEL/AWDB/NRCS, and NWIS/USGS) |
| CoastSat | 701 | almost 2 years ago | CoastSat is an open-source software toolkit written in Python that enables users to obtain time-series of shoreline position at any coastline worldwide from 30+ years (and growing) of publicly available satellite imagery |
| cog_validator | 55 | almost 3 years ago | This is a standalone (Python / Flask) service that allows users to submit GeoTIFF files (preferably by URL) and check their compliance with the Cloud Optimized GeoTIFF (COG) specification |
| cubo | 170 | about 2 years ago | Easily create EO mini cubes from STAC in Python |
| CuPy | 9,586 | almost 2 years ago | NumPy-like API accelerated with CUDA |
| cuSpatial | 627 | almost 2 years ago | GPU-Accelerated Spatial and Trajectory Data Management and Analytics Library |
| dask-geopandas | 517 | almost 2 years ago | Parallelized GeoPandas with Dask |
| dask-rasterio | 100 | almost 6 years ago | Read and write rasters in parallel using Rasterio and Dask |
| Descartes | Plot geometries in matplotlib | ||
| Detectree | 243 | almost 2 years ago | DetecTree is a Pythonic library to classify tree/non-tree pixels from aerial imagery |
| EarthPy | 512 | over 2 years ago | A package built to support working with spatial data using open source python |
| elevation | 294 | over 2 years ago | Python script to download global terrain digital elevation models, SRTM 30m DEM and SRTM 90m DEM |
| eo-box | 14 | over 5 years ago | 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 | ||
| EOmaps | 341 | about 2 years ago | Create interactive maps to visualize, analyze and compare geographical datasets (based on matplotlib/cartopy) |
| EOReader | 295 | almost 2 years ago | EOReader is a multi-satellite reader allowing you to open optical and SAR data |
| fastkml | 229 | almost 2 years ago | Fastkml is a library to read, write and manipulate KML files. It aims to keep it simple and fast (using lxml if available) |
| Fiona | For making it easy to read/write geospatial data formats | ||
| forestatrisk | 119 | about 2 years ago | Python package to model and forecast the risk of deforestation |
| FreeType | For converting font glyphs to polygons | ||
| geemap | 3,515 | almost 2 years ago | A Python package for interactive mapping with Google Earth Engine, ipyleaflet, and ipywidgets |
| geeup | 123 | almost 2 years ago | Simple CLI for Earth Engine Uploads |
| GemGIS | 264 | almost 2 years ago | Python-based, open-source geographic information processing library |
| geoalchemy | 106 | about 3 years ago | Using SQLAlchemy with spatial databases |
| geoapify | 14 | over 3 years ago | CLI and Python client for Geoapify's location services |
| geocube | 344 | almost 2 years ago | Tool to convert geopandas vector data into rasterized xarray data |
| GeoDaSpace | 48 | about 3 years ago | Software for Advanced Spatial Econometrics |
| GeoPandas | 4,559 | almost 2 years ago | Python tools for geographic data |
| geofileops | 114 | almost 2 years ago | Python toolbox to process large vector files faster |
| geospatial | 364 | almost 2 years ago | A collection of Python packages for geospatial analysis and data visualization |
| GSTools | 575 | almost 2 years ago | A geostatistical toolbox: random fields, variogram estimation, covariance models, kriging and much more |
| trackintel | 211 | almost 2 years ago | A GeoPandas extension for tracking data |
| networkx | To work with networks | ||
| Shapely | Manipulation and analysis of geometric objects in the Cartesian plane | ||
| PyKrige | 776 | about 2 years ago | Kriging Toolkit for Python |
| PySAL | For all your spatial econometrics needs | ||
| Rasterstats | 531 | almost 2 years ago | Python module for summarizing geospatial raster datasets based on vector geometries |
| GeoDjango | Django geographic web framework | ||
| geojson-area | 97 | almost 8 years ago | Calculate the area inside of any GeoJSON geometry |
| geojson-area | 97 | almost 8 years ago | Calculate the area inside of any GeoJSON geometry. This is a port of Mapbox's geojson-area for Python |
| geojsonio.py | 121 | over 6 years ago | Open GeoJSON data on geojson.io from Python. geojsonio.py also contains a command line utility that is a Python port of geojsonio-cli |
| GeoLambda | 302 | about 4 years ago | Create and deploy Geospatial AWS Lambda functions Python |
| geopatra | 51 | over 3 years ago | Interactive Maps with Geopandas |
| geopy | 4,523 | about 2 years ago | geopy is a Python 2 and 3 client for several popular geocoding web services |
| geosnap | 250 | almost 2 years ago | geosnap makes it easier to explore, model, analyze, and visualize the social and spatial dynamics of neighborhoods |
| GeostatsPy | 513 | almost 2 years ago | GSLIB reimplimented in Python |
| geotiff | 220 | over 2 years ago | A noGDAL tool for reading geotiff files |
| get_modis | 62 | about 4 years ago | Downloading MODIS data from the USGS repository |
| GIPPY | 83 | over 6 years ago | Geospatial Image Processing for Python |
| gpdvega | 52 | about 6 years ago | gpdvega is a bridge between GeoPandas and Altair that allows to seamlessly chart geospatial data |
| HyperCoast | 158 | almost 2 years ago | A Python package for visualizing and analyzing hyperspectral data in coastal regions |
| HyRiver | A suite of Python packages for retrieving various geospatial/temporal data from public web services | ||
| HPGL | 112 | almost 5 years ago | High Perfomance Geostatistics Library |
| Intake-stac | 110 | almost 2 years ago | This is an intake data source for SpatioTemporal Asset Catalogs (STAC) |
| LANDSAT-Download | 205 | almost 6 years ago | Automated download of LANDSAT data from USGS website |
| landsat-extract-gee | 58 | about 7 years ago | Get Landsat surface reflectance time-series from google earth engine |
| Landsat-util | 691 | over 4 years ago | Landsat-util is a command line utility that makes it easy to search, download, and process Landsat imagery |
| landsatxplore | 223 | almost 2 years ago | Search and download Landsat scenes from EarthExplorer |
| LARD | 89 | about 2 years ago | A runway dataset and a generator of synthetic aerial images with automatic labeling |
| leafmap | 3,234 | almost 2 years ago | A Python package for geospatial analysis and interactive mapping with minimal coding in a Jupyter environment |
| Lets-Plot | An open-source plotting library supporting visualization of geospatial data on static or interactive maps | ||
| lidar | 252 | almost 2 years ago | Terrain and hydrological analysis using digital elevation models (DEMs) |
| localtileserver | 306 | almost 2 years ago | A Python package for serving tiles from large raster files in the Slippy Maps standard (i.e., ) for visualization in Jupyter with or |
| LT-ChangeDB | 4 | over 3 years ago | Scripts to extract spectral change information from LandTrendr data to a geodatabase |
| Mahotas-imread | 71 | about 2 years ago | Read images to numpy arrays |
| Mahotas | 855 | about 2 years ago | Mahotas is a library of fast computer vision algorithms (all implemented in C++ for speed) operating over numpy arrays |
| mapboxgl-jupyter | 670 | over 4 years ago | Use Mapbox GL JS to visualize data in a Python Jupyter notebook |
| Mapchete | 197 | almost 2 years ago | Mapchete processes raster and vector geodata in digestable chunks. Tile-based geodata processing |
| mapclassify | 141 | almost 2 years ago | Classification schemes for choropleth mapping |
| momepy | 7 | almost 2 years ago | Momepy is a library for quantitative analysis of urban form - urban morphometrics |
| MovingPandas | 1,250 | almost 2 years ago | Implementation of Trajectory classes and functions built on top of GeoPandas |
| MuseoToolBox | 36 | about 6 years ago | Museo ToolBox is a python library to simplify the use of raster/vector, especially for machine learning and remote sensing |
| networkit | 773 | almost 2 years ago | NetworKit is a growing open-source toolkit for large-scale network analysis |
| networkx | To work with networks | ||
| NodeBox-opengl | For playing around with animations | ||
| Ogcserver | 139 | over 6 years ago | Python WMS implementation using Mapnik |
| Open-Elevation | 704 | over 2 years ago | A free and open-source alternative to Google Elevation API |
| openrouteservice-py | 403 | almost 2 years ago | The Python API to consume openrouteservice(s) painlessly! |
| Open Topo Data | 327 | almost 2 years ago | Open Topo Data is a REST API server for your elevation data |
| orbit-predictor | 140 | almost 3 years ago | Orbit Predictor is a Python library to propagate orbits of Earth-orbiting objects (satellites, ISS, Santa Claus, etc) using TLE (Two-Line Elements set) |
| osm2geojson | 101 | over 2 years ago | Parse OpenStreetMap (OSM) XML and Overpass JSON/XML |
| OSMnet | 59 | about 3 years ago | Tools for the extraction of OpenStreetMap street network data |
| QuackOSM | 219 | almost 2 years ago | Library and a CLI tool for downloading, filtering and transforming files into files using DuckDB |
| pandana | 388 | almost 3 years ago | Pandas Network Analysis - dataframes of network queries, quickly |
| Peartree | 202 | over 3 years ago | Peartree: A library for converting transit data into a directed graph for network analysis |
| pipgeo | 18 | over 3 years ago | pipgeo: CLI for Unofficial windows Geospatial library wheels |
| Planet Movement | 20 | about 6 years ago | Python module enables the searching and processing of Planet imagery to highlight object movement between valid image pairs |
| planetary-computer | Python library for interacting with the Microsoft Planetary Computer | ||
| PODPAC | PODPAC is a python library that builds on the scientific python ecosystem to enable simple, reproducible geospatial analyses that run locally or in the cloud | ||
| prosail | 130 | over 3 years ago | Python bindings for the PROSAIL canopy reflectance model |
| 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 | – Python bindings for deck.gl | ||
| pydelatin | 70 | about 2 years ago | Python bindings to for fast terrain mesh generation |
| pyDEM | 116 | about 2 years ago | Python library for Global Hydrology Analysis. Used to calculate upstream contributing area, aspect, slope, and topographic wetness index |
| pygeoapi | pygeoapi is a Python server implementation of the OGC API suite of standards. The project emerged as part of the next generation OGC API efforts in 2018 and provides the capability for organizations to deploy a RESTful OGC API endpoint using OpenAPI, GeoJSON, and HTML | ||
| pygeoif | 67 | almost 2 years ago | PyGeoIf provides a GeoJSON-like protocol for geo-spatial (GIS) vector data. A simple, pure Python implementation of geometric objects and operations, useful for basic GIS tasks |
| pyGEOS | 379 | about 2 years ago | Exposes geospatial operations from GEOS into Python |
| pyGMT | 776 | almost 2 years ago | Pythonic interface for the Generic Mapping Tools (GMT) |
| pyimpute | 125 | over 3 years ago | Python module for geospatial prediction using scikit-learn and rasterio |
| pyinterpolate | 157 | almost 2 years ago | Ordinary Kriging, Simple Kriging, Indicator Kriging, Poisson Kriging, Area-to-Point Kriging, Semivariogram Deconvolution, and variogram modeling in Python |
| pyKriging | 386 | over 3 years ago | N-dimensional kriging |
| pyle38 | 75 | almost 2 years ago | Asynchronous Client for the worlds fastest in-memory geo-database Tile38 |
| pymap3d | 397 | over 2 years ago | Python 3D coordinate conversions for geospace ecef enu eci |
| pymartini | 89 | about 2 years ago | A Cython port of Martini for fast RTIN terrain mesh generation |
| Pyncf | 17 | over 10 years ago | Pure Python NetCDF file reading and writing |
| PyPostal | 772 | about 2 years ago | Python bindings to libpostal for fast international address parsing/normalization |
| PyProj | 1,074 | almost 2 years ago | For conversions between projections |
| PyQGIS | Python for QGIS | ||
| pyroSAR | 514 | almost 2 years ago | A Python Framework for Large-Scale SAR Satellite Data Processing |
| pyrosm | 364 | almost 2 years ago | Read OpenStreetMap data from Protobuf files into GeoDataFrame with Python, faster |
| PyShp | For reading and writing shapefiles | ||
| PySTAC | 364 | almost 2 years ago | Python library for working with any SpatioTemporal Asset Catalog (STAC) |
| Python Geocoder | 1,629 | over 2 years ago | Simple and consistent geocoding library written in Python |
| python-opencage-geocoder | 78 | almost 2 years ago | 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 | ||
| RasterFrames | 248 | over 2 years ago | RasterFrames brings together Earth-observation (EO) data access, cloud computing, and DataFrame-based data science |
| Rasterio | 2,286 | almost 2 years ago | Rasterio employs GDAL under the hood for file I/O and raster formatting |
| Rasterstats | 531 | almost 2 years ago | Python module for summarizing geospatial raster datasets based on vector geometries |
| RichDEM | 271 | about 2 years ago | High-performance Terrain and Hydrology Analysis |
| rio-cogeo | 319 | almost 2 years ago | CloudOptimized GeoTIFF creation plugin for rasterio |
| rio-color | 131 | almost 2 years ago | Color correction plugin for rasterio |
| rio-hist | 86 | over 5 years ago | Histogram matching plugin for rasterio |
| rio-tiler | 520 | almost 2 years ago | Get mercator tile from landsat, sentinel or other AWS hosted raster |
| RIOS | Raster I/O Simplification. A set of python modules which makes it easy to write raster processing code in Python | ||
| rioxarray | 532 | almost 2 years ago | rasterio xarray extension |
| routing-py | 281 | almost 2 years ago | Python library to access all public routing, isochrones and matrix APIs in a consistent manner |
| 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 | For efficiently querying spatial data | ||
| S2P - Satellite Stereo Pipeline | 212 | over 2 years ago | S2P is a Python library and command line tool that implements a stereo pipeline which produces elevation models from images taken by high resolution satellites |
| satpy | Satpy is a python library for reading, manipulating, and writing data from remote-sensing earth-observing meteorological satellite instruments | ||
| scikit-eo | 126 | almost 2 years ago | A Python package for Remote Sensing Tools |
| SciKit-Gstat | SciKit-Gstat is a scipy-styled analysis module for variogram analysis | ||
| Scikit-image | Scikit-image is a collection of algorithms for image processing | ||
| scikit-mobility | 736 | over 2 years ago | Mobility analysis in Python |
| sentinelsat | 989 | almost 2 years ago | Search and download Copernicus Sentinel satellite images |
| Shapely | Manipulation and analysis of geometric objects in the Cartesian plane | ||
| Siphon | 219 | almost 2 years ago | A collection of Python utilities for retrieving atmospheric and oceanic data from remote sources, focusing on being able to retrieve data from Unidata data technologies, such as the THREDDS data server |
| som-tsp | 3,876 | over 2 years ago | Solving the Traveling Salesman Problem using Self-Organizing Maps |
| Spectral Python | 591 | about 2 years ago | Python module for hyperspectral image processing |
| spyndex | 193 | almost 2 years ago | Awesome Spectral Indices in Python |
| srai | 225 | almost 2 years ago | Spatial Representations for Artificial Intelligence. Set of tools for geospatial machine learning, data acquisition and wrangling |
| stac-fastapi | 251 | almost 2 years ago | STAC API implementation with FastAPI |
| stackstac | 250 | about 2 years ago | Turn a STAC catalog into a dask-based xarray |
| stactools | 104 | almost 2 years ago | Command line utility and Python library for STAC |
| starfm4py | 133 | over 3 years ago | The STARFM fusion model for Python (image fusion) |
| Statsmodels | Python module that allows users to explore data, estimate statistical models, and perform statistical tests | ||
| telluric | 87 | over 3 years ago | telluric is a Python library to manage vector and raster geospatial data in an interactive and easy way |
| thunder | 815 | over 9 years ago | Thunder is an ecosystem of tools for the analysis of image and time series data in Python |
| Tobler | 152 | almost 2 years ago | Tobler is a python package for areal interpolation, dasymetric mapping, and change of support |
| ts-raster | 4 | over 5 years ago | 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 |
| Turfpy | 121 | almost 2 years ago | This is Python library for performing geo spatial data analysis. This is an python alternative for turf.js |
| unmixing | 109 | almost 7 years ago | Interactive tools and functions for performing linear spectral mixture analysis (LSMA) and spatially adaptive spectral mixture analysis (SASMA) |
| untiler | 38 | over 6 years ago | Stitch image tiles into larger composite TIFs |
| urbanaccess | 243 | over 3 years ago | A tool for computing GTFS transit and OSM pedestrian networks for accessibility analysis |
| urbansim | 484 | almost 3 years ago | New version of UrbanSim, a platform for modeling metropolitan real estate markets |
| USGS API | 111 | over 2 years ago | USGS is a python module for interfacing with the US Geological Survey's API |
| Verde | 607 | almost 2 years ago | Verde is a Python library for processing spatial data (bathymetry, geophysics surveys, etc) and interpolating it on regular grids (i.e., gridding) |
| whitebox | 383 | almost 2 years ago | Python frontend for |
| WhiteboxTools-ArcGIS | 271 | almost 2 years ago | ArcGIS Python Toolbox for |
| xarray-spatial | 848 | almost 2 years ago | xarray-spatial implements common raster analysis functions using Numba and provides an easy-to-install, easy-to-extend codebase for raster analysis |
| 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_leaflet | 9 | over 3 years ago | An xarray extension for tiled map plotting |
| xcube | 203 | almost 2 years ago | xcube is a Python package for generating and exploiting data cubes powered by xarray, dask, and zarr |
| xyzservices | 172 | almost 2 years ago | A unified source of XYZ tile providers in Python |
| YATSM | 64 | over 8 years ago | 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 |
Awesome Geospatial / PHP | |||
| FreeGeoDB | 1,584 | almost 8 years ago | Free database of geographic place names and corresponding geospatial data |
| geojson | 296 | over 2 years ago | GeoJSON implementation for PHP |
| GeoPHP | Advanced geometry operations in PHP | ||
| geospatial | 62 | almost 2 years ago | PHP Extension to handle common geospatial functions |
| laragis | 10 | about 9 years ago | A standalone Geo/GIS Provider for Laravel |
| laravel-geo | 49 | over 4 years ago | GeoSpatial integration on Laravel 5.2+ that supports MySQL and PostgreSQL |
| li3_geo | 13 | over 8 years ago | Adds geospatial support to Lithium for multiple databases, including MongoDB, CouchDB and MySQL |
| PHP Azure Maps Provider | A PHP Azure Maps Geocoder Provider | ||
| PHP7 Mapnik | 20 | over 7 years ago | PHP extension for geospatial rendering with Mapnik |
| shapefile | 28 | almost 2 years ago | ESRI ShapeFile library for PHP |
| ShapeReader | 11 | about 5 years ago | A PHP library to parse ESRI Shape files |
Awesome Geospatial / 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 | 93 | over 8 years ago | 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 |
| biodivMapR | 49 | almost 2 years ago | R package for α- and β-diversity mapping using remotely-sensed images |
| CARBayes | Package implements Bayesian hierarchical spatial areal unit models | ||
| cartography | 399 | over 2 years ago | Thematic Cartography with R |
| censobr | 39 | almost 2 years ago | R package to download data from Brazil's Population Census |
| classInt | Selected commonly used methods for choosing univariate class intervals for mapping or other graphics purposes | ||
| climateR | 184 | almost 2 years ago | An R package for getting point and gridded climate data by AOI |
| 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 | 1 | over 2 years ago | Time-Weighted Dynamic Time Warping for satellite image time series analysis |
| earthEngineGrabR | 53 | about 6 years ago | The earthEngineGrabR is an interface between R and the Google Earth Engine, which simplifies the acquisition of remote sensing data |
| ecespa | Functions for Spatial Point Pattern Analysis | ||
| edgebundle | 126 | almost 2 years ago | R package implementing edge bundling algorithms |
| elsa | 13 | over 2 years ago | ELSA (entropy-based local indicator of spatial association) is a novel spatial statistic to measure local spatial autocorrelation in both categorical and continuous spatial data |
| exactextractr | 281 | about 2 years ago | R package for fast and accurate raster zonal statistics |
| ExceedanceTools | Tools for constructing confidence regions for exceedance regions and contour lines | ||
| fasterize | 182 | almost 2 years ago | High performance raster conversion for modern spatial data |
| ffraster | 5 | almost 8 years ago | Treat ff arrays as raster objects, and vice versa |
| FieldSim | Tools for random fields and bridges simulations | ||
| forestError | 26 | about 5 years ago | A Unified Framework for Random Forest Prediction Error Estimation |
| ForesToolboxRS | 54 | almost 2 years ago | R package providing a variety of tools and algorithms for the processing and analysis of satellite images for the various applications of Remote Sensing for Earth Observations |
| FRK | Is a tool for spatial/spatio-temporal modelling and prediction with large datasets | ||
| gdalcubes_R | 122 | over 2 years ago | R package for gdalcubes to process collections of Earth observation image collection as on demand data cubes |
| gdalio | 27 | over 4 years ago | The goal of gdalio is to read data direct with GDAL warp, with an assumed grid specification |
| gdalraster | 42 | almost 2 years ago | R Bindings to the GDAL Raster API |
| geoaxe | Split 'geospatial' objects into pieces. Includes support for some spatial object inputs, 'Well-Known Text', and 'GeoJSON' | ||
| geobr | 811 | almost 2 years ago | Package to download official spatial data sets of Brazil |
| geodist | 95 | almost 2 years ago | Ultra lightweight, ultra fast calculation of geo distances |
| geocmeans | 27 | almost 2 years ago | An R package to perform Spatial Fuzzy C-means |
| geojsonio | Convert data to 'GeoJSON' or 'TopoJSON' from various R classes, including vectors, lists, data frames, shape files, and spatial classes | ||
| geojsonsf | 84 | about 2 years ago | Conversion between sf and geojson |
| geom | 62 | over 2 years ago | Vectorized geometries and low-level GEOS access |
| 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 | ||
| geos | 62 | over 2 years ago | Open Source Geometry Engine ('GEOS') R API |
| geospacom | Generates distance matrices from shape files and represents spatially weighted multilevel analysis results | ||
| GeospatialLineGraphs | 62 | almost 10 years ago | 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 | ||
| geovctrs | 25 | about 6 years ago | Common Classes and Data Structures for Geometry Vectors |
| GeoXp | Permits interactive graphical exploratory spatial data analysis | ||
| getSpatialData | 304 | about 3 years ago | An R package making it easy to query, preview, download and preprocess multiple kinds of spatial data via R |
| ggmap | Spatial Visualization with ggplot2 | ||
| ggsn | Adds north symbols and scale bars in kilometers to maps in geographic or metric coordinates | ||
| ggspatial | 374 | about 3 years ago | A ggplot2 R extension for plotting Spatial* objects |
| giscoR | 73 | almost 2 years ago | An API package that helps to retrieve data from Eurostat - GISCO (the Geographic Information System of the COmmission) |
| 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 | 234 | almost 2 years ago | 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 | ||
| gtfs2gps | 72 | almost 2 years ago | Convert GTFS data into a data.table with GPS-like records in R |
| 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 | 63 | almost 3 years ago | 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 |
| landmap | 48 | over 4 years ago | Provides methodology for automated mapping i.e. spatial interpolation and/or prediction using Ensemble Machine Learning |
| Landsat | Radiometric and topographic correction of satellite imagery | ||
| LandsatTS | 27 | almost 2 years ago | An R package to facilitate retrieval, cleaning, cross-calibration, and phenological modeling of Landsat time-series data |
| landscapemetrics | 233 | almost 2 years ago | 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 | ||
| LPDynR | 8 | about 2 years ago | An R-package to calculate Land Productivity Dynamics using variables derived from Earth Observation imagery |
| libproj | 16 | over 2 years ago | C API for high-performance geometry operations within the R package framework |
| lidR | 613 | almost 2 years ago | 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) | ||
| Makurhini | 41 | almost 2 years ago | R package for calculating fragmentation and landscape connectivity indices used in conservation planning |
| mapboxapi | 110 | almost 2 years ago | R interface to Mapbox web services |
| mapdeck | 363 | almost 2 years ago | R interface to Deck.gl and Mapbox |
| mapproj | Map Projections | ||
| maps | Draw Geographical Maps | ||
| mapscanner | 90 | almost 2 years ago | R package to print maps, draw on them, and scan them back in |
| mapsf | 226 | almost 2 years ago | Thematic cartography with R |
| maptools | Tools for Reading and Handling Spatial Objects | ||
| mapview | mapview provides functions to very quickly and conveniently create interactive visualisations of spatial data | ||
| marmap | Package is designed for downloading, plotting and manipulating bathymetric and topographic data in R | ||
| marmap | 32 | almost 2 years ago | Import, plot and analyze bathymetric and topographic data |
| maxnet | 71 | about 3 years ago | R package for modelling species geographic distributions. It implements much of the functionality of the Maxent Java application |
| 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 | 51 | about 3 years ago | A workflow for ecological niche models based on dismo |
| moveVis | 131 | over 2 years ago | An R package providing tools to visualize movement data (e.g. from GPS tracking) and temporal changes of environmental data (e.g. from remote sensing) by creating video animations |
| MTA | 7 | almost 3 years ago | Multiscalar Territorial Analysis is an R package for multiscalar territorial analysis based on various contexts |
| ncdf4 | Provides a high-level R interface to data files written using Unidata's netCDF library (version 4 or earlier) | ||
| ncdfgeom | 18 | almost 2 years ago | 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 | ||
| nngeo | 79 | over 2 years ago | k-Nearest Neighbor Join for Spatial Data |
| OasisR | A set of indexes and tests for the analysis of social segregation | ||
| OpenImageR | 59 | about 3 years ago | Image processing Toolkit in R |
| openrouteservice-r | 104 | almost 2 years ago | R package to query openrouteservice.org |
| OpenStreetMap | Access to Open Street Map Raster Images | ||
| osmar | Provides infrastructure to access OpenStreetMap data from different sources | ||
| osmdata | 317 | almost 2 years ago | R package for downloading OpenStreetMap data |
| osmextract | 171 | almost 2 years ago | Download and import OpenStreetMap data from Geofabrik and other providers |
| osmplotr | 136 | almost 2 years ago | Data visualisation using OpenStreetMap objects |
| osrm R | 238 | almost 2 years ago | Interface Between R and the OpenStreetMap-Based Routing Service OSRM |
| pastecs | Regulation, decomposition and analysis of space-time series | ||
| PBSmapping | Mapping Fisheries Data and Spatial Analysis Tools | ||
| PBSmodelling | Provides modelling support | ||
| pepair | 13 | almost 4 years ago | An R package to repair broken GIS polygons using the prepair cpp library |
| phenofit | 75 | almost 2 years ago | 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 | ||
| polyclip | 19 | about 2 years ago | R package polyclip: a port of the Clipper library for polygon geometry |
| popRF | 30 | almost 3 years ago | Random Forest-informed Population Disaggregation |
| potential | 25 | almost 4 years ago | An R package to compute the potential model as defined by Stewart (1941) |
| PReMiuM | Dirichlet Process Bayesian Clustering, Profile Regression | ||
| Prioritizr | 123 | almost 2 years ago | 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 | ||
| quickglobe | 23 | over 6 years ago | View Country Data via a 3D, D3, Globe |
| r5r | 184 | almost 2 years ago | Package for rapid realistic routing on multimodal transport networks (walk, bike, public transport and car) |
| 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 | ||
| ranger | 780 | almost 2 years ago | A Fast Implementation of Random Forests |
| RArcInfo | Functions to import data from Arc/Info V7.x binary coverages | ||
| raster | Reading, writing, manipulating, analyzing and modeling of gridded spatial data | ||
| rasterdiv | 15 | almost 2 years ago | Diversity Indices for Numerical Matrices |
| rasterDT | 27 | about 3 years ago | rasterDT uses the fast indexing, aggregation, and assignment operations provided by data.table to power speedy alternatives to several raster package functions |
| rasterVis | Visualization Methods for Raster Data | ||
| rayshader | 2,076 | almost 2 years ago | 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 |
| rayvista | 107 | over 3 years ago | A package to view a 3D scene anywhere on earth |
| 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 | 694 | almost 2 years ago | Google Earth Engine for R |
| rgeoda | 72 | almost 2 years ago | rgeoda is a R package for spatial data analysis based on libgeoda and GeoDa |
| 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 | ||
| rHarmonics | 29 | about 6 years ago | R package for harmonic modelling of time-series data |
| ribge | 57 | over 2 years ago | R package for (down)loading data from IBGE (Instituto Brasileiro de Geografia e Estatística) |
| rnaturalearth | 229 | almost 2 years ago | An R package to hold and facilitate interaction with Natural Earth map data |
| Rnetcdf | Interface to NetCDF Datasets | ||
| rnoaa | 332 | over 3 years ago | R interface to many NOAA data sources |
| RODBC | ODBC Database Access | ||
| ROSM | 27 | about 3 years ago | Plot Open Street Map and Other Tiles in R |
| RPyGeo | ArcGIS Geoprocessing in R via Python | ||
| RQGIS | Establishes an interface between R and QGIS | ||
| RSAGA | SAGA Geoprocessing and Terrain Analysis in R | ||
| Rsagacmd | 31 | about 2 years ago | A package for linking R with the open-source SAGA-GIS |
| rsMove | Tools that support the combined use of animal movement and remote sensing data | ||
| rstac | 72 | about 2 years ago | R Client Library for SpatioTemporal Asset Catalog |
| 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 | ||
| rtsVis | 21 | almost 3 years ago | A lightweight R package to visualize large raster time series, building on a fast temporal interpolation core |
| rworldmap | Mapping Global Data | ||
| s2 | 30 | about 7 years ago | 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 | 1,353 | almost 2 years ago | Simple Features for R |
| sfarrow | Package for reading and writing Parquet and Feather files with sf objects using arrow in R | ||
| sfheaders | 74 | about 2 years ago | Build sf objects from R and Rcpp |
| sfnetworks | 356 | almost 2 years ago | Tidy Geospatial Networks in R |
| sftrack | 53 | about 3 years ago | Modern classes for tracking and movement data |
| 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 | 487 | almost 2 years ago | 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 | ||
| soilDB | 84 | almost 2 years ago | Simplified Access to NCSS Soil Databases |
| 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 | ||
| spatialRF | 110 | over 3 years ago | R package to fit spatial models with Random Forest |
| SpatialRDD | 35 | over 2 years ago | R package to work spatialy with RDD files |
| 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 | ||
| sperrorest | Implements spatial error estimation and permutation-based variable importance measures for predictive models using spatial cross-validation and spatial block bootstrap | ||
| spflow | 12 | almost 3 years ago | Spatial Econometric Interaction Models in R |
| 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 | ||
| spselect | Fits spatial scale (SS) forward stepwise regression, SS incremental forward stagewise regression, SS least angle regression (LARS), and SS lasso 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 | 568 | almost 2 years ago | Spatiotemporal tidy arrays for R |
| stlnpp | 13 | over 2 years ago | Spatio-temporal point patterns on linear networks |
| stplanr | 422 | about 2 years ago | Sustainable transport planning with R |
| supercells | 67 | about 2 years ago | The goal of supercells is to utilize the concept of superpixels to a variety of spatial data |
| Tanaka | 78 | almost 3 years ago | Tanaka Maps with R |
| taRifx | A collection of various utility and convenience functions | ||
| teamlucc | 38 | over 10 years ago | 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 |
| terra | 546 | almost 2 years ago | terra is an R package that replaces raster. It has a very similar, but simpler, interface, and it is much faster |
| tgp | Bayesian nonstationary, semiparametric nonlinear regression and design by treed Gaussian processes (GPs) with jumps to the limiting linear model (LLM) | ||
| tidync | 90 | almost 2 years ago | Systematic approaches to NetCDF data extraction, manipulation and visualization |
| tidytransit | 151 | almost 2 years ago | 'sf'-compatible package to analyze transit schedules, routes, and stops |
| tiff | 11 | almost 3 years ago | Read and write TIFF images in R |
| tmap | 12 | almost 4 years ago | R-library for drawing thematic maps. The API is based on A Layered Grammar of Graphics and resembles the syntax of ggplot2 |
| tmaptools | 42 | about 2 years ago | This package offers a set of handy tool functions for reading and processing spatial data |
| 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 | 41 | over 2 years ago | UAV related Remote Sensing Toolbox |
| vapour | 85 | over 2 years ago | 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 | 173 | almost 2 years ago | R frontend of |
| wordcloud2 | 399 | over 4 years ago | R interface to wordcloud for data visualization |
| wt | 47 | almost 2 years ago | Lightweight Well-Known Geometry Parsing |
Awesome Geospatial / Ruby | |||
| Agroclimatology | 18 | about 9 years ago | Ruby client for interacting with the NASA (POWER) Agroclimatology Web Resource |
| Evapotranspiration | 14 | about 9 years ago | Ruby library for calculating reference crop evapotranspiration (ETo) |
| ffi-geos | 58 | about 2 years ago | Low-level ruby bindings to GEOS library |
| Geokit | 1,634 | about 2 years ago | A Ruby gem & Rails plugin for easier map-based applications |
| Mongoid Geospatial | 80 | almost 8 years ago | A Mongoid Extension that simplifies the use of MongoDB spatial features |
| PostGIS ActiveRecord Adapter | 889 | almost 2 years ago | ActiveRecord adapter for PostGIS |
| Rgeo GeoJSON | 189 | almost 2 years ago | RGeo component for reading and writing GeoJSON |
| Rgeo Shapefile | 97 | almost 2 years ago | Optional module for RGeo for reading geospatial data from ESRI shapefiles |
| Rgeo | 1,018 | almost 2 years ago | RGeo is a geospatial data library for Ruby. It provides an implementation of the Open Geospatial Consortium's Simple Features Specification |
| Ruby Geocoder | Integration with geocoding services | ||
| ruby_postal | 141 | over 7 years ago | Ruby bindings to libpostal for fast international address parsing/normalization |
| SpatiaLite ActiveRecord Adapter | 11 | about 11 years ago | ActiveRecord adapter for Spatialite |
Awesome Geospatial / Rust | |||
| A/B Street | 7,812 | about 2 years ago | A traffic simulation game exploring how small changes to roads affect cyclists, transit users, pedestrians, and drivers |
| geoarrow-rs | 269 | almost 2 years ago | GeoArrow in Rust and WebAssembly with vectorized geometry operations |
| geographiclib-rs | 41 | about 2 years ago | A subset of geographiclib implemented in Rust |
| Hecate | 255 | almost 5 years ago | Fast Geospatial Feature Storage API |
| kdtree-rs | 236 | almost 2 years ago | K-dimensional tree in Rust for fast geospatial indexing and nearest neighbors lookup |
| maplibre-rs | 1,370 | almost 2 years ago | About Native Maps for Web, Mobile and Desktop |
| Martin | 2,356 | almost 2 years ago | Martin is a PostGIS vector tiles server suitable for large databases. Martin is written in Rust using Actix web framework |
| rgeometry | 149 | almost 2 years ago | Computational Geometry library written in Rust |
| rstar | 419 | almost 2 years ago | R*-tree library for the rust ecosystem |
| rust-gdal | 371 | almost 2 years ago | Rust bindings for GDAL |
| rust-geo | 1,586 | almost 2 years ago | Geospatial primitives and algorithms for Rust |
| rust-geocoding | 77 | over 2 years ago | Geocoding library for Rust |
| rust-geohash | 107 | almost 2 years ago | Geohash for Rust |
| rust-geojson | 284 | almost 2 years ago | Library for serializing the GeoJSON vector GIS file format |
| rust-geos | 125 | almost 2 years ago | Rust bindings for GEOS C API |
| rust-kml | 28 | over 2 years ago | Rust support for reading and writing KML with a focus on conversion to geo-types primitives |
| rust-gpx | 104 | almost 2 years ago | Rust read/write support for GPS Exchange Format (GPX) |
| rust-netcdf | 85 | almost 2 years ago | Medium-level netCDF bindings for Rust, allowing easy reading and writing of array-like structures to a file |
| rust-osm | 16 | over 7 years ago | OSM XML serialization and other OpenStreetMap utilities |
| rust-polyline | 29 | over 2 years ago | Google Encoded Polyline encoding & decoding in Rust |
| rust-postal | 14 | over 4 years ago | Rust bindings to libpostal |
| rust-proj | 148 | almost 2 years ago | Rust bindings for Proj |
| rust-shapefile | 59 | over 2 years ago | Rust read/write support for shapefiles |
| rust-tilejson | 10 | almost 3 years ago | tilejson is a crate for serializing/deserializing the TileJSON format |
| rust-topojson | 10 | almost 3 years ago | TopoJSON bindings and utilities for Rust |
| rust-wkt | 50 | almost 2 years ago | Rust read/write support for well-known text (WKT) |
| WhiteboxTools | 971 | about 2 years ago | An advanced geospatial data analysis platform |
Awesome Geospatial / Scala | |||
| Franklin | 79 | almost 2 years ago | A STAC/OGC API Features Web Service |
| fulgurite | 18 | about 7 years ago | Fulgurite is a way to use Apache Spark to process GeoTIFF images in a distributed way |
| geoscript.scala | 47 | over 10 years ago | Scala implementation of the GeoScript API |
| GeoTrellis | 1,345 | almost 2 years ago | GeoTrellis is a Scala library and framework that uses Spark to work with raster data |
| mapnik2geotools | 64 | about 10 years ago | 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 | ||
| RTree2D | 132 | almost 2 years ago | RTree2D is a 2D immutable R-tree with STR (Sort-Tile-Recursive) packing for ultra-fast nearest and intersection queries |
| Stac4s | 17 | almost 2 years ago | a scala library with primitives to build applications using the SpatioTemporal Asset Catalogs specification |
Awesome Geospatial / 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 | 1,452 | almost 2 years ago | The Swift Geographic Engine |
| Mapbox Navigation SDK for iOS | 866 | almost 2 years ago | Turn-by-turn navigation logic and UI in Swift or Objective-C on iOS |
| MapboxDirections.swift | 186 | about 2 years ago | Traffic-aware directions in Swift or Objective-C on iOS, macOS, tvOS, and watchOS |
| turf-swift | 238 | almost 2 years ago | A Swift language port of Turf.js |
Awesome Geospatial / Mobile Development | |||
| 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 | ||
| flutter_map | 2,773 | almost 2 years ago | A Dart implementation of Leaflet for Flutter apps |
| Google Maps API for Android | Google maps for Android | ||
| Google Maps API for iOS | Google maps for iOS | ||
| Mapbox Android SDK | An open source toolset for building mapping applications for Android devices | ||
| Mapbox iOS SDK | An open source toolset for building mapping applications for iPhone and iPad devices | ||
| mapbox-navigation-android | 623 | almost 2 years ago | Mapbox Navigation SDK for Android |
| MapLibre GL Native | 1,115 | almost 2 years ago | The open-source alternative to Mapbox GL Native. SDKs for iOS, Android and other platforms |
| MAPS.ME | 4,583 | almost 4 years ago | MAPS.ME — Offline OpenStreetMap maps for iOS and Android |
| Nutiteq Maps SDK | C++ maps library for iOS, Android, Windows Phone and Xamarin with bindings for Java, ObjectiveC and C# | ||
| Organic Maps | 10,160 | almost 2 years ago | Organic Maps is a better fork of MAPS.ME, an Android & iOS offline maps app for travelers, tourists, hikers, and cyclists based on top of crowd-sourced OpenStreetMap data and curated with love by MAPS.ME founders. No ads, no tracking, no data collection, no crapware |
| WhirlyGlobe/Maply | Objective C code that is able to read and render vector tiles(and style with mapnik xml) on iOS devices | ||
| XaMaps | 5 | almost 8 years ago | Xamarin + Azure Maps |
| XFAzureMapTrials | 3 | almost 4 years ago | Use Azure Maps REST APIs with Xamarin.Forms |
Awesome Geospatial / Geospatial Big Data | |||
| Apache Sedona | Cluster computing system for processing large-scale spatial data | ||
| geobeam | 86 | over 2 years ago | geobeam adds GIS capabilities to your Apache Beam pipelines and enables you to ingest and analyze massive amounts of geospatial data in parallel using Dataflow |
| GeoMesa | 1,437 | almost 2 years ago | GeoMesa is a suite of tools for working with big geo-spatial data in a distributed fashion |
| GeoTrellis | 1,345 | almost 2 years ago | GeoTrellis is a geographic data processing engine for high performance applications |
| GeoWave | 502 | over 3 years ago | GeoWave provides geospatial and temporal indexing on top of Accumulo and HBase |
| Google Earth Engine | Is a cloud computing platform for processing satellite imagery and other Earth observation data | ||
Awesome Geospatial / Visualization | |||
| Blender GIS | 7,861 | over 2 years ago | Blender addons to make the bridge between Blender and geographic data |
| bv | 228 | over 9 years ago | bv is a small tool to quickly view high-resolution multi-band imagery directly in your iTerm 2 |
| Cinder | Cinder is a free and open source library for professional-quality creative coding in C++ | ||
| circlize | 975 | almost 3 years ago | Circular visualization in R. Circular layout is an efficient way for the visualization of huge amounts of information |
| CityEngine-Twitter | 73 | about 9 years ago | Visualise Twitter activity using a procedurally-generated 3D city model |
| CometTS | 63 | almost 7 years ago | Comet Time Series Toolset for working with a time-series of remote sensing imagery and user defined polygons |
| D3.js | D3.js is a JavaScript library for manipulating documents based on data | ||
| Folium | 6,968 | almost 2 years ago | Python Data. Leaflet.js Maps |
| GeoJs | 441 | almost 2 years ago | High-performance visualization and interactive data exploration of scientific and geospatial location aware datasets |
| geoplot | 1,161 | over 2 years ago | High-level Python geospatial plotting library. It's an extension to cartopy and matplotlib which makes mapping easy |
| GeoViews | 602 | almost 2 years ago | GeoViews is a Python library that makes it easy to explore and visualize any data that includes geographic locations |
| Go Cart | 113 | almost 2 years ago | Fast cartogram generator written in C |
| Kongsberg Geospatial's TerraLens SDK | SDK designed for easy project integration and quick implementation in virtually any development environment. TerraLens provides real-time 2D and 3D mapping with powerful data visualization tools | ||
| Kosmtik | 726 | almost 2 years ago | Very lite but extendable mapping framework to create Mapnik ready maps with OpenStreetMap data (and more) |
| mapdeck | 363 | almost 2 years ago | R interface to Deck.gl and Mapbox |
| mplleaflet | 522 | over 4 years ago | Easily convert matplotlib plots from Python into interactive Leaflet web maps |
| openFrameworks | openFrameworks is an open source C++ toolkit for creative coding | ||
| P5.js | Javascript library that starts with the original goal of Processing | ||
| Peak map | 608 | about 2 years ago | Allows you to visualize elevation of any area on the map with filled area charts |
| PlotJuggler | 4,497 | almost 2 years ago | PlotJuggler is a tool to visualize time series that is fast, powerful and intuitive |
| PostGIS Preview | 277 | over 4 years ago | A lightweight node api and frontend for quickly previewing PostGIS queries |
| procedural-gl-js | 1,291 | over 5 years ago | Procedural GL JS is a library for creating 3D map experiences on the web, written in JavaScript and WebGL. It is built on top THREE.js |
| Processing.py | Python mode for Processing | ||
| Processing | Processing is a flexible software sketchbook and a language for learning how to code within the context of the visual arts | ||
| Skia | Skia is a complete 2D graphic library for drawing Text, Geometries, and Images | ||
| Strava | 525 | over 2 years ago | Create artistic visualisations with your exercise data |
| three.js | A javascript 3D library which makes WebGL simpler | ||
| tippecanoe | 2,751 | over 2 years ago | Build vector tilesets from large collections of GeoJSON features |
| xarray_leaflet | 9 | over 3 years ago | An xarray extension for tiled map plotting |
Awesome Geospatial / Tools | |||
| 52North SOS | A reference implementation of the [OGC Sensor Observation Service specification (version 2.0)] | ||
| CODA | The Common Data Access toolbox (CODA) provides a set of tools for ingesting, processing, and analyzing remote sensing data | ||
| DataPillager | 67 | over 2 years ago | Download data from Esri service |
| DroneDB | 222 | almost 2 years ago | Effortless aerial data management and sharing |
| DsgTools | 52 | almost 2 years ago | DSGTools is a QGIS plugin that allow users to create and manipulate Geospatial Data according to Brazilian Law (ET-EDGV 2.1.3 and ET-EDGV 3.0) |
| exactextract | 264 | almost 2 years ago | Provides a fast and accurate algorithm for summarizing values in the portion of a raster dataset that is covered by a polygon, often referred to as zonal statistics |
| fresco | 235 | over 3 years ago | Fresco is an open source Mapbox Vector Tile Style editor that allows cartographers to craft stylesheets for use with Mapbox GL maps |
| Galileo | Geospatial data discovery and management platform. Search over 1,890+ data sources using advanced filters, spatial search, and previews. Manage your data with collections and downloads to 5 file types | ||
| gdal-mini | 20 | over 5 years ago | Minimal version of GDAL |
| Generic Mapping Tools | 866 | almost 2 years ago | GMT is an open source collection of about 90 command-line tools for manipulating geographic and Cartesian data sets |
| GeoGig | GeoGig is a Distributed Version Control System (DVCS) specially designed to handle geospatial data efficiently | ||
| GISWATER | Open-source software for water cycle management (water supply and urban drainage) | ||
| GrADS | The Grid Analysis and Display System (GrADS) is an interactive desktop tool that is used for easy access, manipulation, and visualization of earth science data | ||
| imscript | 120 | almost 2 years ago | A collection of small and standalone utilities for image processing |
| Kart | Distributed version-control for geospatial and tabular data | ||
| Kongsberg Geospatial's TerraLens SDK | SDK designed for easy project integration and quick implementation in virtually any development environment. TerraLens provides real-time 2D and 3D mapping with powerful data visualization tools | ||
| landsat-espa-util | 24 | about 6 years ago | Library for querying and ordering Landsat Surface Reflectance data via ESPA |
| Magrit | 130 | almost 2 years ago | Magrit is an online application for thematic mapping |
| MapShaper | Tools for editing Shapefile, GeoJSON, TopoJSON and CSV files | ||
| Maptiks | Maptiks its a tool that provides in-depth user insights by tracking how visitors click, pan and zoom on your maps | ||
| MapTiler Desktop | Software for converting your data into fast zoomable maps. Load your image or geodata and get a tiled map | ||
| Mapus | 3,389 | about 4 years ago | Mapus is a tool to explore and annotate collaboratively on a map |
| Open Location Code | 4,126 | almost 2 years ago | Open Location Code is a library to generate short codes, called "plus codes", that can be used as digital addresses where street addresses don't exist |
| opensarkit | 52 | almost 8 years ago | Tools for Automatic Preprocessing of SAR Imagery |
| Osm2pgsql | 1,522 | almost 2 years ago | osm2pgsql is a tool for loading OpenStreetMap data into a PostgreSQL |
| Planetiler | 1,491 | almost 2 years ago | Flexible tool to build planet-scale vector tilesets from OpenStreetMap data in a few hours |
| Projection Wizard | Helps you select an appropriate projection for your map, depending on the area that you are mapping | ||
| sat-search | 189 | about 5 years ago | Sat-search is a Python 3 library and a command line tool for discovering and downloading publicly available satellite imagery using STAC compliant API |
| TileMill | TileMill is a modern map design studio powered by Node.js and Mapnik | ||
| veins | 294 | over 2 years ago | Open source vehicular network simulation framework |
| eodag | 329 | almost 2 years ago | 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 |
| nextgisweb | 218 | almost 2 years ago | Server based application/server-side framework for geodata storage, management and visualization |
Awesome Geospatial / Cheat sheets | |||
| Fiona-Rasterio-Shapely Cheat Sheet | 102 | over 10 years ago | A cheat sheet for Fiona/Rasterio/Shapely command-line geodata tools |
| GDAL | 1,198 | over 2 years ago | Cheat sheet for GDAL/OGR command-line tools |
| GNU Parallel | Cheat sheet for the GNU Parallel CLI tool | ||
| PostGIS 2 | Cheat sheet for PostGIS (version 2) | ||
| PostGIS Raster | Cheat sheet for PostGIS Raster manipulation | ||
| PostGIS | Cheat sheet for PostGIS | ||
Awesome Geospatial / Data Sources | |||
| AIforEarthDataSets | 287 | almost 2 years ago | Notebooks and documentation for AI-for-Earth-managed datasets on Azure Open Datasets |
| ASTER Data | Download ASTER data | ||
| Callisto Generated Datasets | 163 | almost 3 years ago | A list of datasets aiming to enable Artificial Intelligence applications that use Copernicus data |
| CBERS on AWS | 10 | about 7 years ago | Information, tools and data related to the China-Brazil Earth Resources Satellite (CBERS) PDS on AWS |
| Cityscapes Dataset | large-scale dataset that contains a diverse set of stereo video sequences recorded in street scenes from 50 different cities, with high quality pixel-level annotations of 5 000 frames in addition to a larger set of 20 000 weakly annotated frames | ||
| Copernicus Open Access Hub | Sentinel data from scihub | ||
| RoadDetections | 541 | almost 2 years ago | Road detections from Microsoft Maps aerial imagery |
| Geofabrik | This is another source of prepared OpenStreetMap data. This distribution is generally built nightly and comes in OSM XML, pbf, and shapefile (for very popular areas) formats | ||
| GeoNames | The GeoNames geographical database covers all countries and contains over eight million place names (cities, postal codes, countries) that are available for download free of charge | ||
| INPE Database | Download free satellite data including MODIS, Landsat (1-8), ResourceSat (1-2) and CBERS (2 and 2B) data | ||
| INPE CBERS4A and Amazonia1 Database | Download free CBERS 4A and Amazonia 1 images | ||
| MapTiler Data | Ready-to-use geographic data. The very best of open geospatial data, processed and packaged for your next on-prem project. Available as vector/raster tiles and in GIS formats | ||
| Mapzen | It provides data in OSM/PBF and Esri shapefile formats for popular cities | ||
| Natural Earth | This site offers public domain map data sets that contain both raster and vector data | ||
| Scale Open Datasets | Open Datasets for Autonomous Driving | ||
| Sentinel 2 AWS | Sentinel 2 data on Amazon S3 | ||
| TZ Timezone Shapefiles | Polygon boundaries of world timezones | ||
| USGS Earth Explorer | Provides online search,metadata export, and data download for earth science data from the archives of the USGS | ||
Awesome Geospatial / Resources | |||
| Cartographical Map Projections | A good introduction to projected coordinate systems | ||
| Cloud Optimized Point Cloud Specification | 116 | almost 2 years ago | Geospatial, compressed, range-readable, LAZ-compatible point cloud format |
| ESRI Shapefile Specs | Shapefile specifications | ||
| GDAL/OGR Cookbook | Simple code snippets on how to use the Python GDAL/OGR API | ||
| GeoJSON.io | geojson.io is a quick, simple tool for creating, viewing, and sharing maps | ||
| GeoParquet | 853 | almost 2 years ago | Specification for storing geospatial vector data (point, line, polygon) in Parquet |
| Geopython | 352 | almost 8 years ago | Notebooks and libraries for spatial/geo Python explorations |
| GIGS | GIGS comprises qualitative test series checklists and quantitative test dataset files | ||
| IndexDatabase | A database for remote sensing indices | ||
| LOLManuscriptMonday | 35 | almost 3 years ago | Hold the links to the Ladies of Landsat Manuscript Monday series |
| Spatialreference.org | Source for coordinate system information | ||
| TileJSON.io | tilejson.io is a simple viewer for raster tile sets (Enter tile URL, layer properties, share) | ||
Awesome Geospatial / Free and Open Source Books | |||
| An Introduction to Spatial Data Analysis and Statistics: A Course in R | |||
| Cloud-Based Remote Sensing with Google Earth Engine | |||
| Elegant and informative maps with tmap | |||
| Geocomputation with Python | |||
| Geocomputation with R | |||
| Geographic Data Science with Python | |||
| Geographic Data Science with R: Visualizing and Analyzing Environmental Change | |||
| Geospatial Analysis | |||
| Geospatial Data Science with Julia | |||
| Google Earth Engine Applications | |||
| Intro to GIS and Spatial Analysis | |||
| Introduction to Spatial Data Programming with R | |||
| Introduction to urban accessibility: A practical guide with R | |||
| R for Geographic Data Science | |||
| SAR Handbook - Comprehensive Methodologies for Forest Monitoring and Biomass Estimation | |||
| Spatial Data Science With Applications in R | |||
| Spatial Microsimulation with R | |||
| Spatial Modelling for Data Scientists | |||
| Spatial Statistics for Data Science: Theory and Practice with R | |||
| sits: Satellite Image Time Series Analysis on Earth Observation Data Cubes | |||
| The Language of Spatial Analisys | |||
Awesome Geospatial / Conferences | |||
| ESRI User Conference | Esri International User Conference is an event dedicated to geographic information system technology | ||
| FOSS4G | Free and Open Source Software for Geospatial | ||
| FOSSGIS | Yearly conference of the German OpenStreetMap chapter and FOSS GIS community | ||
| Geo For Good Summit | Annual conference, hosted by Google, geared toward nonprofits, scientists, government agencies and other change-makers who want to leverage mapping tools and technology for positive impact in the world | ||
| GEOINFO | The GEOINFO series (Brazilian Symposium on Geoinformatics) is an annual conference for exploring ongoing research, development and innovative applications on geographic information science and related areas | ||
| GeoPython | The conference is focused on Python and Geo, its toolkits and applications | ||
| International Syposium on Digital Earth | Event dedicated to bring together policy makers and scientists and will explore pathways towards the vision of a ‘Digital Earth | ||
| International Society for Photogrammetry and Remote Sensing | The ISPRS Congress is the leading forum where classical and emergent topics related to photogrammetry, remote sensing, and spatial information sciences are discussed | ||
| RCMRD International Conference | Annual conference held in Nairobi - Kenya, bringing together policymakers, executives, experts, researchers, developers, and innovators worldwide to exchange insights in Earth observation (EO) and Geographic Information System (GIS) | ||
| SBSR | Bi-annual Brazilian National Symposium on Remote Sensing | ||
| Spatial Data Conference | Annual Conferece that intersects GIS, Advanced Analytics & Data Science that is growing rapidly & answering some of the most pressing questions in both the private & public sector | ||
| State of the Map | Annual event for all mappers and OpenStreetMap users | ||
Awesome Geospatial / Podcasts | |||
| Down To Earth: A podcast for Geoscientists by Geoscientist | 30-minute podcast about innovative geoscience and the incredible people behind it. Each week, we host a different guest to talk about science, careers, and passions | ||
| Eyes on Earth | Eyes on Earth is a podcast on remote sensing, Earth observation, land change and science, brought to you by the USGS Earth Resources Observation and Science (EROS) Center | ||
| ESRI & The Science of Where | Talks about business and technology leaders who share analysis, insights, and stories on data science, the Internet of Things, Smart Communities and other forces driving digital transformation and leveraging the power of location intelligence | ||
| GIS Directions | Chat with inspiring GIS users, discuss new industry trends, and dish out plenty of practical pointers | ||
| Geoadorable | A podcast that may include anything and everything about the geospatial world. From news articles about the GIS industry that take our fancy, interviews with GIS practitioners, random acts of geospatial madness and of course the legendary game Export to Shapefile | ||
| Geographical Thinking | Tune in for inspiring stories from thought leaders and GIS users across business, government and education in Canada | ||
| Geointeresting | Official podcast of the National Geospatial-Intelligence Agency. Geointeresting features conversations with innovators, explorers and pathfinders | ||
| Geomob Podcast | weekly podcast interviewing anyone doing interesting things in geo, be it for fun or profit | ||
| The MapScaping | Weekly podcast featuring interesting people doing amazing work in the geospatial world | ||
| Minds Behind Maps | Informal conversations with those creating maps, understanding how and why they build them. Earth Observation, Data Science, Business and how smart people combine them all to impact our world | ||
| More Than Just Maps | Talks with GIS veterans and geniuses who know a thing or two about how to find your way from student to professional and beyond, while also chatting about some neat tools, tricks, and trends. Presented by the URISA Texas Chapter | ||
| Project Geospatial | Project Geospatial is a web series and blog dedicated to increasing awareness of Geospatial Technology, industry best practices, and GIS resources | ||
| Scene From Above | Earth observation, remote sensing, geospatial and geeky chat | ||
| A VerySpatial | A VerySpatial Podcast is your weekly source for information on Geography and geospatial technologies | ||
Awesome Geospatial / References and other awesome lists | |||
| Awesome Computer Vision | 21,139 | over 2 years ago | |
| Awesome Deep Vision | 10,845 | about 3 years ago | |
| Awesome DEM | 367 | over 2 years ago | Overview of Digital Elevation Model (DEM) datasets |
| Awesome Earth Engine Apps | 163 | over 2 years ago | |
| Awesome Forests | 292 | almost 2 years ago | A curated list of ground-truth forest datasets for the machine learning and forestry community |
| Awesome Frontend GIS | 477 | almost 2 years ago | Geographic Information Systems (GIS) for web browsers. For managing, analyzing, editing, and visualizing geographic data |
| Awesome Geo Rust | 314 | almost 2 years ago | |
| Awesome GIS - sshuair | 4,576 | almost 2 years ago | |
| Awesome Object Detection | 7,429 | almost 4 years ago | |
| Awesome Python | 227,763 | about 2 years ago | |
| Awesome SAR | 978 | about 2 years ago | |
| Awesome Satellite Imagery Datasets | 3,676 | about 4 years ago | |
| Awesome Semantic Segmentation | 10,558 | over 5 years ago | |
| Awesome Sentinel | 545 | over 2 years ago | |
| Awesome Spatial | 204 | over 8 years ago | |
| Awesome Spectral Indices | 899 | almost 2 years ago | |
| Awesome SQLite | 336 | about 2 years ago | |
| Awesome-EarthObservation-Code | 1,230 | almost 2 years ago | |
| Digital Earth Australia notebooks and tools repository | 449 | almost 2 years ago | |
| Cartography / Mapping / Web design resources | 118 | almost 6 years ago | |
| Essential Python Geospatial Libraries | |||
| GeoJSON | 2,274 | about 2 years ago | |
| GeoRails | |||
| JuliaGeo | |||
| satellite-image-deep-learning | 8,804 | almost 2 years ago | |
| Spatial R | |||
| Vector Tiles | 2,384 | about 2 years ago | |
sshuair/awesome-gis
acgeospatial/awesome-earthobservation-code
esri/awesome-arcgis-developers
0ex/more-awesome
stark1tty/awesome-historic_al-maps
heymoon-cc/php-vector-tile-data-provider
ancore/geojson-serializer
clarkcga/udef-arp
open-mmlab/mmpose