Awesome-Geospatial

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

IBM noSQL database that supports spatial data (GeoJSON)

Spatial Extender allows you to store, manage, and analyze spatial data in DB2

GeoCouch

GeoCouch is a spatial extension for Couchbase and Apache CouchDB

SQLite spatial extension. More powerful than its older brother Spatialite

H2GIS

A spatial extension of the H2 database

Hastings

GeoSpatial Search for CouchDB 2

Informix spatial extension

Microsoft SQL/SQL Azure spatial features. All the spatial functionality is also available as a .NET library (can be downloaded using nuget)

MobilityDB

An extension to the Postgres database which adds support for temporal and spatio-temporal objects

Also supports GeoJSON and spatial indexes

MySql spatial extension

Neo4j Spatial

Library of spatial utilities for Neo4j

Oracle database spatial extension

OrientDB

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 extends the PostGIS / PostgreSQL geospatial database to provide geospatial routing functionality

A spatial extension for DuckDB

PostGIS Vector Tile Utils

A set of PostgreSQL functions that are useful when creating vector tile sources

PostgreSql spatial extension

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

Array database designed for multidimensional data management and analytics common to scientific, geospatial, financial, and industrial applications

SQLite spatial extension

Teradata spatial extension for DW and BI

Tile38

Tile38 is a geospatial database, spatial index, and realtime geofence

TileDB

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

A simple templating tool for importing GIS data to PostGIS

ArcMap Raster Edit Suite

An ArcMap Addin that enables manual editing of single pixels on raster layer

ContextCapture enables you to automatically generate multi-resolution 3D models at any scale and precision

High-end photogrammetry suite

Dinamica EGO consists of a sophisticated platform for environmental modeling

Free and open source digital photogrammetric workstation

GEOBIA software

Geospatial image processing and classification software

Geospatial image processing and classification software

gdal2tilesp

This enhancement to the gdal2tiles.py script includes additional features

Geospatial and remote sensing data analysis

Some GDAL functionalities and includes MSPA (Morphological Spatial Pattern Analysis) for connectivity maps

IDL is a programming language used for data analysis and image processing programming

INPHO is a Digital Photogrammetry Software

Open Source GEOBIA software

Multi-paradigm numerical computing environment and fourth-generation programming language

Agisoft Metashape is a stand-alone software product that performs photogrammetric processing of digital images

A Freeware Multispectral Image Data Analysis System

Suite of geospatial libraries and applications used to process imagery, maps, terrain, and vector data

Remote sensing software package for image processing

rasterix

Rasterix is a cross-platform utility built around the GDAL library and the Qt framework designed to process geospatial raster data

Photogrammetry software

SNAP is an open source common architecture for ESA Toolboxes ideal for the exploitation of Earth Observation data

GIS and remote sensing image processing system with an object-oriented data model

TerrSet (formerly IDRISI) is an integrated geographic information system (GIS) and remote sensing software

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 is a software package for analysing time-series of satellite sensor data

Generate maps, point clouds, DEMs and 3D models from aerial images

Fully 64-bit version of ArcGIS with new GUI and 2D/3D integration

GIS for working with maps and geographic information

GIS AutoCAD integration

FME is an integrated collection of Spatial ETL tools for data transformation and data translation

GC2 is an enterprise platform GIS (open source)

Spatial data analysis software

Commercial GIS

GRASS (Geographic Resources Analysis Support System) is a free and open source GIS

Free and open source GIS

Integrated Land and Water Information System (ILWIS) is a remote sensing and GIS software

An all-in-one server solution for your data publication workflow and geospatial data management

Commercial GIS

Mapbox Studio

Desktop application for vector tile driven map design

Commercial GIS

Free and open source desktop geographic information system

Commercial GIS

Open source Java GIS

Cross-platform free and open-source desktop geographic information system

SAGA is the abbreviation for System for Automated Geoscientific Analyses

Commercial GIS

GIS application built using the TerraLib GIS library

A GIS Framework for Eclipse (Java) and also a GIS software

angular-azure-maps

Angular 6 Azure Maps is a wrapped MS Azure Map on Angular

ArcGIS JS App Generator

This is a yeoman generator for ArcGIS API for JavaScript applications

azure-maps-animations

A rich library of animations for use with the Azure Maps Web SDK

azure-maps-fullscreen-control

An Azure Maps Web SDK module that provides a control to display the map in fullscreen mode

azure-maps-geolocation-control

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

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

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

A set of web UI controls that wrap the Azure Maps REST services

azure-maps-swipe-map

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

An Azure Maps Web SDK module that synchronizes the cameras of two or more maps

Bertin.js

A JavaScript library for visualizing geospatial data and make thematic maps for the web

An open-source JavaScript library for world-class 3D globes and maps

CMV - The Configurable Map Viewer

CMV is a community-supported open source mapping framework. CMV works with the Esri JavaScript API, ArcGIS Server, ArcGIS Online and more

A WebGL-powered framework for visual exploratory data analysis of large datasets

Flare Cluster Layer

ArcGIS javascript custom graphics layer. Creates clusters and creates flares for clusters

geojson-vt

A highly efficient JavaScript library for slicing GeoJSON data into vector tiles on the fly

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

Function that will convert encoded polyline strings (as returned by the Google Maps API) into a list of lat/lon pairs

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

Large-scale WebGL-powered Geospatial Data Visualization By Ant Financial

Leaflet.MapboxVectorTile

A Leaflet Plugin that renders Mapbox Vector Tiles on HTML5 Canvas

Open-Source JavaScript Library for Mobile-Friendly Interactive Maps

A JavaScript library for 3D globes and maps, with support for military symbology and desktop-like performance

Mapbox GL JS is a JavaScript library that uses WebGL to render interactive maps from vector tiles and Mapbox styles

MapLibre GL

Is a community led fork derived from Mapbox GL JS prior to their switch to a non-OSS license

Mapzen Tangram

JavaScript library for rendering 2D & 3D maps live in a web browser with WebGL, supports MVT, GeoJSON, TopoJSON

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

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

High-performance, feature-packed library for creating interactive maps on the web

Framework for easily building multipurpose web mapping applications utilizing distributed Spatial Data Infrastructures like INSPIRE

react-azure-maps

React Wrapper for azure-maps-control

TerriaJS

A library for building rich, web-based geospatial data explorers

titiler

A dynamic Web Map tile server

v-mapbox

Vue.js wrapper for

vue-azure-maps

Integrate Azure Maps in your Vue application

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

An open source pipeline for producing Mapbox vector tiles from OpenStreetMap with Postgis and Java

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

WMS written in Java and relies on GeoTools. Allows users to share and edit geospatial data

GeoTrellis Server

Tools for building raster processing and display services. It supports WMS, WCS, WMTS and can use individual rasters, STAC Catalogs (through the STAC API service) and GeoTrellis Layers as input raster sources

Runs on Linux or Windows, supports Apache and IIS web servers, and has APIs (PHP, .NET, Java, and JavaScript) for application development

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

WMS written in C

Map server for self-hosting. Publish interactive maps to get map services from your own server or laptop

Nanocubes

An in-memory data structure for spatiotemporal data cubes

PGRestAPI

Node.js REST API for PostGres Spatial Entities. AKA: SpatialServer

Terracotta

A light-weight, versatile XYZ tile server. MIT-licensed, pure Python, serving Cloud-Optimized GeoTIFF (COG)

THREDDS

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

Micro vector tile manufacturing from PostGIS

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

Allows processing of SAR, interferometric SAR (InSAR) and differential interferometric SAR (DInSAR)

InSAR processing system based on GMT

LiCSBAS

LiCSBAS is an open-source package in Python and bash to carry out InSAR time series analysis using LiCSAR products

NANSAT

Nansat is a scientist friendly Python toolbox for processing 2D satellite earth observation data

Open source radar image data processing software

PyRate

A Python tool for estimating velocity and time-series from Interferometric Synthetic Aperture Radar (InSAR) data

pyroSAR

A Python Framework for Large-Scale SAR Satellite Data Processing

PySAR

InSAR time series analysis in Python

Free and open SAR operating system (based on Debian Linux)

Synthetic Aperture Radar processing software

Implements a wide range of Synthetic Aperture Radar (SAR), Interferometric SAR (InSAR) and Multi-Temporal InSAR processing techniques

Free open source toolboxes for the scientific exploitation of the Sentinel missions

3D point cloud processing software

Open source software based in gvSIG for the management of LiDAR data

displaz

A hackable lidar viewer

Entwine

Point cloud indexing for massive datasets

Handling, visualizing and processing lidar data (3D point clouds and waveforms)

CLI/GUI Lidar software

Lidar module for Global Mapper

greyhound

A point cloud streaming framework for dynamic web services and native applications

Laspy is a python library for reading, modifying, and creating .LAS LIDAR files

A collection of highly-efficient, scriptable tools with multi-core batching that process LAS, compressed LAZ, Terrasolid BIN, .shp, and ASCII

Quickly turns bulky LAS files into compact LAZ files without information loss

libLAS is a C/C++ library for reading and writing the very common LAS LiDAR format

lidar

A Crystal language library for reading and writing LiDAR data in LAS format

lidario

A small Go library for reading and writing LiDAR (LAS) files

lidR

R package for airborne LiDAR data manipulation and visualisation for forestry application

Multiscale Curvature Classification for LIDAR Data

PDAL is a C++ BSD library for translating and manipulating point cloud data

WebGL point cloud rendering

potree

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

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

A python library for reading and writing LAS files

Proprietary LiDAR exploitation software by Applied Imagery

rGEDI

An R Package for NASA's Global Ecosystem Dynamics Investigation (GEDI) Data Visualization and Processing

Standalone, large scale, open project for 2D/3D image and point cloud processing

Proprietary software for extracting topography, 3D models, GIS Assets, and more from point cloud data

Treetop

A Shiny-based Application for Extracting Forest Information from LiDAR data

3dcitybuilder

QGIS Plugin that generates 3D Models of Urban Areas

3dfier

The open-source tool for creation of 3D models

Display data, sketch placemarks, measure distances and areas, and add annotations at any part of the world

Transform 2D GIS Data into Smart 3D City Models

Bringing a earth view for global mapping

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

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

Providing features for displaying with geographic data

GeoDMA is a plugin for TerraView software, used for geographical data mining

Weka is a collection of machine learning algorithms for data mining tasks written in Java

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

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

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

RTKLIB is an open source program package for standard and precise positioning with GNSS (global navigation satellite system)

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

Second Simulation of the Satellite Signal in the Solar Spectrum (6S) open source algorithm

6S_emulator

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

Atmospheric correction for aquatic applications of metre-scale satellites

ARCSI

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

ERDAS Imagine module

gee-atmcorr-S2

Atmospheric correction of Sentinel 2 imagery in Google Earth Engine using Py6S

GRASS GIS module that performs atmospheric correction using the 6S algorithm

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

Implementation of radiometric normalization workflows

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

A sensor invariant Atmospheric Correction (SIAC)

SIAC_GEE

SIAC GEE version

DMASON

DMASON is a parallel version of the MASON library for writing and running simulations of Agent based simulation models

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

Mesa is an Apache2 licensed agent-based modeling (or ABM) framework in Python

NetLogo is a multi-agent programmable modeling environment

nlrx

Provides tools to setup and execute NetLogo simulations from R

The Repast Suite is a family of advanced, free, and open source agent-based modeling and simulation platforms

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

Spatial Pattern Analysis Program for Categorical Maps

landscapemetrics

landscapemetrics is an R package for calculating landscape metrics for categorical landscape patterns in a tidy workflow

LS_METRICS

A tool for calculating landscape connectivity and other ecologically scaled landscape metrics

Makurhini

R package for calculating fragmentation and landscape connectivity indices used in conservation planning

A Python package to create neutral landscape models

NLMR

R package to simulate neutral landscape models

PyLandStats

An open-source Pythonic library to compute landscape metrics

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 (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

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

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

R package that uses integer linear programming (ILP) techniques to provide a flexible interface for building and solving conservation planning problems

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

Geospatial Data Abstraction Library (GDAL) is a translator library for raster and vector geospatial data formats

For solving geodesic problems. Implemented in C, C++, Java, Javascript, Fortran, Python and Matlab

GeoLib is a fast, efficient, computational geometry library available in C++, C# and Java

C++/Python/Node.js library for map rendering

MDAL

Mesh Data Abstraction Library

Extends the PostGIS / PostgreSQL geospatial database to provide geospatial routing functionality

PointCloud

A PostgreSQL extension for storing point cloud (LIDAR) data

TerraLib is a GIS classes and functions open source library

TerraMA2

A free and open source computational platform for early warning systems

Esri's PaaS with multiple location services and developer APIs

Google's PaaS (Platform as a Service) for Geocoding or analysis/processing services

MapBox WebGL Javascript API

MapBox Javascript API

Microsoft Bing Maps API

OpenStreetMap API

ArcGIS Online GIS platform for mapping and spatial analysis

ARLAS Exploration is an Open Source software for exploring and analysing Geo BigData

Cloud computing platform that provides GIS and web mapping tools for display in a web browser

Batch geocoder using excel/csv file, text or API as an input and get latitude, longitude and an interactive map as output

A mobile data collection platform that allows you to build, deploy, & collect field data with your own customizable data collection apps

Real-time mapping platform for the entire workflow of your organization

Plataform for web map design and manipulation

Maps API for web & mobile developers. Customize maps, upload or create own geodata and publish online

A mobile data collection open-source platform for field data surveys based on QGIS. Available as service or self-hosted

A cloud geospatial service that allows you to create web GIS right in the browser

An API aggregating multiple open geo datasources (OpenStreetMap and others)

Vector tiles and map services as service, self-hosted or off-line

Apple map service

Google map service

Microsoft map service

OpenStreeMap map service

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

Best Available Pixel calculation using Google Earth Engine

earthEngineGrabR

The earthEngineGrabR is an interface between R and the Google Earth Engine, which simplifies the acquisition of remote sensing data

EarthEngine.jl

Google Earth Engine in Julia

ee-fastapi

Flood Detection with Google Earth Engine

ee-goes

An Earth Engine JavaScript library for visualizing GOES-R time series

ee-rgb-timeseries

Earth Engine JS module to color time series chart points as stretched 3-band RGB

eemont

A python package that extends Google Earth Engine

exploreRGEE

Google Earth Engine (GEE) in the Rstudio IDE

gee-atmcorr-S2

Atmospheric correction of Sentinel 2 imagery in Google Earth Engine using Py6S

geemap

A Python package for interactive mapping with Google Earth Engine, ipyleaflet, and ipywidgets

gee_s1_ard

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

Google Earth Engine Toolbox - Library to write small EE apps or big/complex apps with a lot less code

geeup

Simple CLI for Earth Engine Uploads

landsat-extract-gee

Get Landsat surface reflectance time-series from google earth engine

msslib

An Earth Engine JavaScript library for working with Landsat MSS image data

OEEex

A chrome extension to enhance Google Earth Engine code editor

OpenEarthEngineLibrary

Collection of code goodies for Google Earth Engine(GEE)

Aims to make plugging Earth Engine (EE) computations into downstream Python processing easier

rgee

Google Earth Engine for R

sankee

Visualize classified time series data with interactive Sankey plots in Google Earth Engine

spectral

Awesome Spectral Indices for the Google Earth Engine JavaScript API (Code Editor)

wxee

A Python interface between Earth Engine and xarray for processing weather and climate data

AIDE

Annotation Interface for Data-driven Ecology: Tools for detecting wildlife in aerial images using active learning

AirNet

SegNet-like network implemented in TensorFlow to use for segmenting aerial images

Deep Learning ArcGIS

Deep Learning Libraries Installers for ArcGIS

DeepForest

Python Package for Tree Crown Detection in Airborne RGB imagery

eo-learn

Earth observation processing framework for machine learning in Python

Hyperspectral

Deep Learning for Land-cover Classification in Hyperspectral Images

Label Maker

Data Preparation for Satellite Machine Learning

libtorch-yolov3

A Libtorch implementation of the YOLO v3 object detection algorithm

LightNet

LightNet: Light-weight Networks for Semantic Image Segmentation (Cityscapes and Mapillary Vistas Dataset)

mmsegmentation

MMSegmentation is an open source semantic segmentation toolbox based on PyTorch. It is a part of the OpenMMLab project

Pixel Decoder

A machine learning python package to run deep learning with satellite imagery

PixelLib

Pixellib is a library for performing segmentation of images. It suports both Semantic Segmentation as Instance Segmentation

platypus

R package for object detection and image segmentation

Presto

Lightweight, Pre-trained Transformers for Remote Sensing Timeseries

Raster Vision

An open source framework for deep learning on satellite and aerial imagery

SamGIS

– 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

Meta AI' Segment Anything Model (SAM) for Geospatial Data

sentinel-tree-cover

Image segmentations of trees outside forest

ShelfNet

Implementation of a CNN model for real-time semantic segmentation

SIMRDWN

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

SNIPER is an efficient multi-scale object detection algorithm

Solaris

CosmiQ Works Geospatial Machine Learning Analysis Toolkit

srcnn

Super Resolution for Satellite Imagery

Temporal Convolutional Neural Network

Temporal Convolutional Neural Network for the Classification of Satellite Image Time Series

TernausNetV2

TernausNetV2: Fully Convolutional Network for Instance Segmentation

TorchGeo

TorchGeo is a PyTorch domain library, similar to torchvision, that provides datasets, transforms, samplers, and pre-trained models specific to geospatial data

TorchSat

TorchSat is an open-source PyTorch framework for satellite imagery analysis

tsl

PyTorch library for processing spatiotemporal data

WaterNet

A convolutional neural network that identifies water in satellite images

YOLT

You Only Look Twice: Rapid Multi-Scale Object Detection In Satellite Imagery

Datamaps

This is a tool for indexing large lists of geographic points or lines and dynamically generating map tiles from the index for display

FORCE

Framework for Operational Radiometric Correction for Environmental monitoring

H3

Hexagonal hierarchical geospatial indexing system

libpostal

A C library for parsing/normalizing street addresses around the world. Powered by statistical NLP and open geo data

libvips

A fast image processing library with low memory needs

Provides the ability to write simple C programs for reading, writing and updating (to a limited extent) .shp and .dbf files

udunits2

API and utility for arithmetic manipulation of units of physical quantities

YOLT

You Only Look Twice: Rapid Multi-Scale Object Detection In Satellite Imagery

Part of collection of the Boost C++ Libraries, defines concepts, primitives and algorithms for solving geometry problems

3D terrain representation with multilayer representation

copc-lib

copc-lib provides an easy-to-use interface for reading and creating Cloud Optimized Point Clouds

cpd

Coherent Point Drift (CPD) is a point-set registration algorithm

depthmapX

Multi-platform Spatial Network Analysis Software

dreich_algorithm

Algorithm for extracting channel networks from high resolution topographic data

entwine

Entwine is a data organization library for massive point clouds, designed to conquer datasets of hundreds of billions of points as well as desktop-scale point clouds

Geospatial Data Abstraction Library (GDAL) is a computer library that serve as a translator library for raster and vector geospatial data formats

gdalcubes

gdalcubes is a library to represent collections of Earth Observation (EO) images as on demand data cubes (or multidimensional arrays)

geojson-vt-cpp

Port to C++ of JS GeoJSON-VT for slicing GeoJSON into vector tiles on the fly

GEOS (Geometry Engine - Open Source) is a C++ port of the Java Topology Suite (JTS)

gSLICr

Real-time super-pixel segmentation

Halide

Halide is a programming language designed to make it easier to write high-performance image processing code on modern machines

hmm

Heightmap meshing utility

hydroflow

Compute drainage orders in drainage basins using Strahler and Shreve methods

ITK is an open-source, cross-platform system that provides developers with an extensive suite of software tools for image analysis

LASzip

Quickly turns bulky LAS files into compact LAZ files without information loss

laz-perf

Alternative LAZ implementation for C++ and JavaScript

Manipulate TIFF based interchange format for georeferenced raster imagery

libspatialindex

C++ implementation of R*-tree, an MVR-tree and a TPR-tree with C API

Mapbox GL Native

Render Mapbox styles in mobile, desktop, and node applications using C++ and OpenGL

Qt Automotive Map Suite

Mapnik Vector Tile

Mapnik C++ implemention of Mapbox Vector Tile specification

C++ library for map rendering

Mapzen Tangram-ES

C++ library for rendering 2D and 3D maps using OpenGL ES 2 with custom styling and interactions

networkit

NetworKit is a growing open-source toolkit for large-scale network analysis

OpenDroneMap

OpenDroneMap is a tool to postprocess drone, balloon, kite, and street view data to geographic data including orthophotos, point clouds, & textured mesh

OpenOrienteering Mapper

OpenOrienteering Mapper is a software for creating maps for the orienteering sport

Orfeo TooLBox (OTB) is an open-source C++ library for remote sensing images processing, distributed under the Apache v2.0 licence

osgearth

A free open source C++ geospatial toolkit

OSMExpress

Fast database file format for OpenStreetMap

High performance routing engine written in C++, designed to run on OpenStreetMap data. Services available: Nearest, Route, Table, Match, Trip, Tile

otbtf

Deep learning with otb

pprepair

Validation and Automatic Repair of Planar Partitions

prepair

Automatic repair of single polygons (according to the OGC Simple Features / ISO19107 rules) using a constrained triangulation

Pronto Raster

C++ library for geographical raster data analysis

RichDEM

High-performance Terrain and Hydrology Analysis

RoutingKit

RoutingKit is a C++ library that provides advanced route planning functionality

The Remote Sensing and GIS software library (RSGISLib) is a collection of tools for processing remote sensing and GIS datasets. The tools are accessed using Python bindings or an XML interface

S2 Geometry

Computational geometry and spatial indexing on the sphere

Selene

A C++14 image representation, processing and I/O library

Spatial is a generic header-only C++ library providing multi-dimensional in-memory containers, iterators and functionals

Supercluster

A C++14 port of supercluster, a fast 2D point clustering library for use in interactive maps

TauDEM

Terrain Analysis Using Digital Elevation Models (TauDEM) software for hydrologic terrain analysis and channel network extraction

TerraLib is a GIS classes and functions open source library

TIN Terrain

A command-line tool for converting heightmaps in GeoTIFF format into tiled optimized meshes

tippecanoe

Build vector tilesets from large collections of GeoJSON features

valhalla

Open Source Routing Engine for OpenStreetMap

Command line tool in C++ to creates vector tiles for a given area at chosen zoom levels using a Mapnik XML

VROOM

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

ArcBruTile

ArcBruTile displays a collection of maps in ArcGIS Pro 2.0 and ArcMap 10.0 - 10.6

AzureMapsRestServices

.Net Standard 2.0 library to access AzureMaps Services

Bing Maps REST Toolkit

This is a portable class library which makes it easy to access the Bing Maps REST services from .NET

Bing Maps Spatial Data Services Toolkit

This toolkit makes it easy to use the Bing Maps Spatial Data Services (SDS) in .NET

The Bing Maps WPF API

Bing-Maps-Fleet-Tracker

The Bing Maps Fleet Tracker is a tracking solution for small to medium sized teams. Easily track vehicles and mobile devices

An open-source location picker control for Microsoft Bot Framework powered by Bing Maps REST services

BruTile

BruTile is a .NET library to access tile services like those of OpenStreetMap, MapBox or GeodanMaps

DEM Net Elevation API

3D terrain generation library, provides access to global DEM datasets (OpenTopography, Nasa ASTER) and tiled imagery services. GlTF and STL export formats supported

DotSpatial

DotSpatial is a geographic information system library written for .NET 4

Earth-Lens

Earth Lens, a Microsoft Garage project is an iOS iPad application that helps people and organizations quickly identify and classify objects in aerial imagery through the power of machine learning

C# bindings for GDAL and OGR

Geo

A geospatial library for .NET

GeoJSON.Net

.Net library for GeoJSON types & corresponding Json.Net (de)serializers

GeoJSON4EntityFramework

Create GeoJSON from Entity Framework Spatial Data or WKT

The Maps SDK for Unity is a collection of tools for building Unity applications from real map data

MaxRev.Gdal.Core

Bindings for GDAL and OGR (both win-x64 and linux-x64)

NTS Net Topology Suite

A .NET GIS solution that is fast and reliable for the .NET platform

OsmSharp is a C# library to work with OpenStreetMap (OSM) data

Sanchez

False-colour geostationary satellite image compositor

SharpKml

Is able to read/write both KML files and KMZ files

SharpMap

SharpMap is an easy-to-use mapping library for use in web and desktop applications

The Bing Maps control built into the Windows UWP platform

geo

Clojure library for working with geohashes, polygons, and other world geometry

lidar

A Crystal language library for reading and writing LiDAR data in LAS format

TileMills language

MapCSS is a CSS-like language for map stylesheets

turf_dart

- A turf.js-like geospatial analysis library working with GeoJSON, written in pure Dart

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

distance

Provides a set of distance functions for use in GIS or graphic applications

geo

A collection of GIS functions for Elixir

Geometry Library

A Geometry library for Elixir that calculates spatial relationships between two geometries

GeoPostGIS

Postgrex extension for the PostGIS data types

Second Simulation of the Satellite Signal in the Solar Spectrum (6S) open source algorithm

SPECFEM3D_GLOBE

SPECFEM3D_GLOBE simulates global and regional (continental-scale) seismic wave propagation

SWAT

Implementation of SWAT model

BoxTree

An R-tree implementation for Go

BuntDB

BuntDB is an embeddable, in-memory key/value database for Go with custom indexing and geospatial support

cogger

cogger is a fast geotiff to COG converter

Draw2D

2D rendering for different output (raster, pdf)

geom

Geometry objects and functions for Go

Go GDAL

Go (golang) wrapper for GDAL, the Geospatial Data Abstraction Library

go-geom

Go library for handling geometries

Go-proj-4

Go bindings for the Cartographic Projections Library PROJ.4

Go-shp

Go library for reading and writing ESRI Shapefiles. Pure Golang implementation based on the ESRI Shapefile technical description

go-spatial

GoSpatial is a simple command-line interface program for manipulating geospatial data

godal

Godal aims at providing an idiomatic go wrapper around the GDAL library

gopostal

Go (cgo) interface to libpostal for fast international address parsing/normalization

GoSpatial

GoSpatial is a simple command-line interface program for manipulating geospatial data

lidario

A small Go library for reading and writing LiDAR (LAS) files

orb

A set of types for working with 2d geo and planar/projected geometric data in Golang

pg_featureserv

Lightweight RESTful Geospatial Feature Server for PostGIS in Go

pg_tileserv

A very thin PostGIS-only tile server in Go. Takes in HTTP tile requests, executes SQL, returns MVT tiles

S2

S2 is a library for spherical geometry that aims to have the same robustness, flexibility, and performance as the best planar geometry libraries

Tegola

Tegola is a vector tile server delivering Mapbox Vector Tiles with support for PostGIS and GeoPackage data providers

GeoScript Groovy

GeoScript Groovy is the Groovy implementation of GeoScript

HGeometry

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

Package containing functions to make graphs, read shapefiles, and compute areas/perimeters of geographic features

Naqsha

Naqsha is a Haskell library to work with geospatial data types

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

LandTrendr

LandTrendr (Landsat-based Detection of Trends in Disturbance and Recovery) attempt to capture, label, and map changes in Earth's surface for use in science, natural resource management, and education

Apache Spatial Information System (SIS) is a free software, Java language library for developing geospatial applications

asgbook

Implementation of GIS/RS features in Java. Its also the code accompanying the book "Automating the Analysis of Spatial Grids" by Valliappa Lakshmanan

GDAL Warp Bindings

Thread-safe bindings for GDAL's Warp functionality

GeoAPI provides a set of Java language programming interfaces for geospatial applications

Geo Assist

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 is a catalog application to manage spatially referenced resources

GeoServer is open source server for sharing geospatial data

GeoTools is an open source Java library that provides tools for geospatial data

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

Provide an open framework which implements OGC/ISO specifications for the development and deployment of GIS applications

Open source framework that offers the ability to do geolocalisation and geocoding via Java APIs or REST webservices

GraphHopper Routing Engine

GraphHopper is a fast and memory efficient Java routing engine, released under Apache License 2.0. By default it uses OpenStreetMap and GTFS data, but it can import other data sources

Free Java Geocoder

jpostal

Java/JNI bindings to libpostal for fast international street address parsing/normalization

JTS Topology Suite

JTS Topology Suite is an API of 2D spatial predicates and functions

A Java library that provides the foundations for advanced geospatial analytics applications

The purpose of Mapfish Print is to create reports that contain maps (and map related components) within them. The project is a Java based servlet/library/application based on the mature Jasper Reports Library

Openmap

Open Source JavaBeans-based programmer's toolkit

PDAL-Java

Java extension and bindings for PDAL

Photon

Photon is an open source geocoder built for OpenStreetMap data. It is based on elasticsearch

Proj4j

Java port of the Proj.4 library for coordinate reprojection

Spatial4j

Spatial4j is a general purpose geospatial ASL licensed open-source Java library

Weka is a collection of machine learning algorithms for data mining tasks written in Java

Nasa cross-platform Java SDK

Arabesque

Arabesque is a web application for thematic mapping of flow and networks datasets

arc.js

Calculate great circles routes as lines in GeoJSON or WKT format

ArcGIS API for JavaScript

Bing Maps V8 Code Samples

A large collection of open source code samples for Bing Maps V8

An interactive code sample gallery for Bing Maps V8

Bing Maps V8 TypeScript Definitions

TypeScript Definitions for the Bing Maps V8 web control

Bing Maps API for JavaScript

Bertin.js

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

A library for creating geographical maps based on D3.js

de9im

A collection of fast functions for DE-9IM spatial operations

deck.gl

WebGL2 powered geospatial visualization layers

eurostat-map.js

Reusable library to quickly create and customise web maps showing Eurostat data directly retrieved from Eurostat database

Galton

Lightweight Node.js isochrone server. Build isochrones using OSRM, Turf and concaveman

gdal-js

An Emscripten port of GDAL 2.1

geoblaze

Geoblaze is a geospatial raster processing engine written purely in javascript

Geodesy

Libraries of geodesy functions implemented in JavaScript

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

Merge multiple GeoJSON files into one FeatureCollection

Geokit

Geokit is a command-line interface (CLI) tool written in javascript, that contains all the basic functionalities for measurements, conversions and operations of geojson files

geoverview

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

GeoPackage JS is an implementation of the OGC GeoPackage spec. This library works in both the browser and Node 4+

geopouch

Spatial plugin from PouchDB extracted and supporting N dimensional coordinates

Geo-Three

Tile based geographic world map visualization library for threejs

geotiff.js

geotiff.js is a small library to parse TIFF files for visualization or analysis

geotoolbox

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 is a GIS visualization, analyze library on Node.js. It allows to build cross-platform GIS services, desktop and mobile apps

gmaps.js

gmaps.js allows you to use the potential of Google Maps in a simple way

Google Maps API for JavaScript

Heatcanvas.js

Yet another heatmap implementation for Javascript

A heatmap implementation for Javascript

A library that allows you to use the popular Leaflet library with just HTML attributes

A Three.js-based framework written in Javascript/WebGL for visualizing 3D geospatial data. It can connect to WMS/WMTS/TMS servers including elevation data and load many different data formats (3dTiles, gpx, KML and much much more)

JSTS

Port of the Java JTS library

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 is a data-agnostic, high-performance web-based application for visual exploration of large-scale geolocation data sets

An open source geospatial data server. Transform geospatial data on the fly and serve as GeoJSON, Vector Tiles, Feature Services and more

landsat8.earth

2D/3D WebGL-powered Landsat 8 satellite imagery analysis

landspeed.js

WMS server using node-mapnik

Open-Source JavaScript Library for Mobile-Friendly Interactive Maps

leaflet-elevation

Leaflet plugin that allows to add elevation profiles using d3js

leaflet-providers

An extension to Leaflet that contains configurations for various free tile providers

leaflet TimeDimension

Add time dimension capabilities on a Leaflet map

Loam

Javascript wrapper for GDAL in the browser

A JavaScript library for 3D globes and maps, with support for military symbology and desktop-like performance

mapbox-gl-draw

Draw tools for mapbox-gl-js

mapboxgl-powerbi

Mapbox GL PowerBI custom visual

mapshaper-proj

A JavaScript port of the Proj.4 map projection library

NASA WebWorldWind

The NASA WorldWind Javascript SDK (WebWW) includes the library and examples for creating geo-browser web applications and for embedding a 3D globe in HTML5 web pages

openaq

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

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

Open source AJAX library

openrouteservice-js

The JavaScript API to consume openrouteservice(s) painlessly!

OpenSphere

A pluggable, single-page, GIS web application that supports both 2D and 3D views

The JavaScript API to consume openrouteservice(s) painlessly!) - A JavaScript library for visualizing OpenStreetMap building geometry on 2D and 3D maps

overpass-turbo

A web based data mining tool for OpenStreetMap using Overpass API

PGRestAPI

Node.js REST API for PostGres Spatial Entities

pixelmatch

The smallest, simplest and fastest JavaScript pixel-level image comparison library

pouchdb-geospatial

The PouchDB Geospatial plugin provides spatial querying of GeoJSON objects right in the browser

procedural-gl-js

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

JavaScript library to transform coordinates from one coordinate system to another, including datum transformations

react-leaflet

React components for Leaflet maps

react-map-gl

React friendly API wrapper around MapboxGL JS

reproject

Change, convert, transform, reproject GeoJSON between different projections/CRS

Spatial

A 2d spatial hash module for node.js

spl.js

SpatiaLite and friends - sqlite, geos, proj, rttopo - for node (sync API) and browser (async API)

SQLite3

Asynchronous, non-blocking SQLite3 bindings for Node.js

Supercluster

A crazy fast geospatial point clustering library for browsers and Node

Cloud GIS web client development platform supportted by SuperMap

Terra Draw

A cross provider JavaScript library for drawing on maps

TerriaJS

A library for building rich, web-based geospatial data explorers

Thermo.js

Another heatmap implementation for Javascript

tilegarden

Serverless raster and vector map tile generation using Mapnik and AWS Lambda

tilelive-postgis

Implements the tilelive API for generating mapnik vector tiles from PostGIS

TileMantle

A tool to warm up your tile server cache. Give it a URL template, geometry, and list of zoom levels and it will request tiles incrementally to warm it up

tilestrata-mapnik

TileStrata provider for rendering tiles with mapnik

TileStrata

A pluggable Node.js map tile server

Advanced geospatial analysis for browsers and node

ui-leaflet

AngularJS directive to embed an interact with maps managed by Leaflet library

Vue2Leaflet

Vue 2 components for Leaflet maps

WebGISService

Geospatial operations running as a service. Based on NodeJS/ExpressJS and TurfJS. Works with GeoJSON Features and FeaturesCollection

Windshaft

A Node.js map tile library for PostGIS and torque.js, with CartoCSS styling

ArchGDAL

Vector and Raster interfaces

ClimateTools.jl

Collection of commonly-used tools in Climate Science

CoordinateTransformations.jl

Julia package to manage simple or complex networks of coordinate system transformations

DataFrames.jl

Tools for working with tabular data in Julia

DynamicGrids.jl

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

Google Earth Engine in Julia

EcologicalNetwork.jl

This julia package provides a common interface to analyze all types of data on ecological networks

EarthDataLab.jl

Interface for Reading from the Earth System Datacube

GDALfuns.jl

Auto-generated low-level wrapper for the GDAL library

GeoArrays.jl

Simple geographical raster interaction built on top of ArchGDAL, GDAL and CoordinateTransformations

GeoData.jl

Standardising geospatial raster data in the Julia language

GeoDataFrames.jl

Simple geographical vector interaction built on top of ArchGDAL

Geodesy.jl

Work with points defined in various coordinate systems

GeoInterface.jl

A Julia Protocol for Geospatial Data

GeoJSON.jl

This library is developed independently of, but is heavily influenced in design by the python-geojson package

GeoMakie.jl

Geographical plotting utilities for Makie.jl

GeoStats.jl

An extensible framework for high-performance geostatistics in Julia

GMT.jl

Generic Mapping Tools Library Wrapper for Julia

ImageFeatures.jl

Image feature detection for the Julia language

ImageFiltering.jl

ImageFiltering implements blurring, sharpening, gradient computation, and other linear filtering operations, as well nonlinear filters like min/max

ImageMetadata.jl

ImageMetadata is a simple package providing utilities for working with images that have metadata attached

ImageMorphology.jl

This package provides morphology-related functionality to the Images.jl project

Images.jl

An image processing library for Julia

ImageSegmentation.jl

Julia package for multiple Image Segmentation Algorithms

ImageTransformations.jl

This package provides support for image resizing, image rotation, and other spatial transformations of arrays

Interpolations.jl

This package implements a variety of interpolation schemes for the Julia language

JuliaGIS

A package for the visualization and manipulation of geographic data

LASindex.jl

Pure Julia reader of lasindex .lax files

LasIO.jl

Native Julia package for working with .las pointcloud data

LazIO.jl

Extends LasIO with Laszip integration

LibGEOS.jl

LibGEOS is a LGPL-licensed package for manipulation and analysis of planar geometric objects, based on the libraries GEOS (the engine of PostGIS) and JTS (from which GEOS is ported)

LibLAS.jl

Julia wrapper for LibLAS, a library for reading and writing the LAS LiDAR format

LibSpatialIndex.jl

A library for spatially indexing kD bounding box data (based on libspatialindex)

NearestNeighbors.jl

High performance nearest neighbor data structures and algorithms for Julia

NetCDF.jl

NetCDF support for the julia programming language

NMEA.jl

NMEA.jl is a package for parsing NMEA GPS protocol sentences

OpenStreetMaps.jl

This package provides basic functionality for parsing, viewing, and working with OpenStreetMap map data

OpenStreetMapX.jl

Provides basic functionality for parsing, viewing, and working with OpenStreetMap map data

OpenStreetMapXPlot.jl

Plotting functionality for the OpenStreetMapX.jl (Supports PyPlot.jl and Plots.jl with GR backend)

Proj4.jl

A simple wrapper around the Proj.4 cartographic projections library

RasterDataSources.jl

Downloads raster data for local use or for integration into other spatial data packages, like GeoData.jl

RasterIO.jl

Simple Raster Formats for Julia

RegionTrees.jl

Quadtrees, Octrees, and more in Julia

Shapefile.jl

Parsing .shp files in Julia

SpatialIndexing.jl

Spatial data indexing in pure Julia (R*-trees etc)

SpectralIndices.jl

Julia package for working with spectral indices commonly used in remote sensing and earth observation applications

STAC.jl

SpatioTemporal Asset Catalog (STAC) julia client

Tinker.jl

Interactive graphical tool for complex image analysis

Turf.jl

This library is a port of Turf.js to the Julia programming language for geospatial analysis

ViziCities

A framework for 3D geospatial visualization in the browser

VoronoiDelaunay.jl

Fast, robust construction of 2D Delaunay and Voronoi tessellations on generic point types

Watershed.jl

This is a translation of Zlateski's C++ Watershed code

geospatial-messenger

Geospatial messenger application written with Spring Boot + Kotlin + PostgreSQL

Lets-Plot

An open-source plotting library. Together with GeoTools it allows you to visualize geospatial data in Jupyter notebooks or a JVM application

cl-ewkb

Common Lisp PostGIS EWKB data model and encoder/decoder

cl-proj

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

utm

Lisp library for converting between latitude/longitude and UTM

geo.lua

A helper library for Redis geospatial indices

Tarantool/GIS

A full-featured geospatial extension for Tarantool

TerraME is a programming environment for spatial dynamical modelling. It supports cellular automata, agent-based models, and network models running in 2D cell spaces

CCDC

Algorithm developed for Continuous Change Detection and Classification (CCDC) of land cover using all available Landsat data

ChangeDetectionToolbox

MATLAB Toolbox for Remote Sensing Change Detection

Cmask

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

Algorithm for COntinuous monitoring of Land Disturbance (COLD) using Landsat time series

MFmask

Automated cloud and cloud shadow detection for Landsats 4-8 images

fp_denoise

A tool for de-noising raster digital elevation models

kdtree

A pure Nim k-d tree implementation for efficient spatial querying of point data

wbt_nim

A Nim-based API for using the WhiteboxTools geospatial data analysis library

address formatting

Templates to format geographic addresses

Perl extension for the GDAL library for geospatial data

aiocogeo

Asynchronous cogeotiff reader

aiocogeo

Read Cloud Optimized GeoTiffs without GDAL

Alpha Shape Toolbox

Toolbox for constructing alpha shapes

AnaFlow

A python-package containing analytical solutions for the groundwater flow equation

ArcGIS API for Python is a Python library for working with maps and geospatial data, powered by web GIS

autoRIFT

Python module of a fast and intelligent algorithm for finding the pixel displacement between two images

A library providing cartographic tools for python for plotting spatial data

cdsapi

Python API to access the Copernicus Climate Data Store (CDS)

cedar-datacube

Create Earth engine Datacubes of Analytical Readiness

Centroids

This application reads a valid geojson FeatureCollection and returns a valid geojson FeatureColleciton of centroids

chupaESRI

ChupaESRI is a Python module/command line tool to extract features from ArcGIS Server map services

Climata

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

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

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

Easily create EO mini cubes from STAC in Python

CuPy

NumPy-like API accelerated with CUDA

cuSpatial

GPU-Accelerated Spatial and Trajectory Data Management and Analytics Library

dask-geopandas

Parallelized GeoPandas with Dask

dask-rasterio

Read and write rasters in parallel using Rasterio and Dask

Plot geometries in matplotlib

Detectree

DetecTree is a Pythonic library to classify tree/non-tree pixels from aerial imagery

EarthPy

A package built to support working with spatial data using open source python

elevation

Python script to download global terrain digital elevation models, SRTM 30m DEM and SRTM 90m DEM

eo-box

Earth observation processing framework for machine learning in Python

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

Create interactive maps to visualize, analyze and compare geographical datasets (based on matplotlib/cartopy)

EOReader

EOReader is a multi-satellite reader allowing you to open optical and SAR data

fastkml

Fastkml is a library to read, write and manipulate KML files. It aims to keep it simple and fast (using lxml if available)

For making it easy to read/write geospatial data formats

forestatrisk

Python package to model and forecast the risk of deforestation

For converting font glyphs to polygons

geemap

A Python package for interactive mapping with Google Earth Engine, ipyleaflet, and ipywidgets

geeup

Simple CLI for Earth Engine Uploads

GemGIS

Python-based, open-source geographic information processing library

geoalchemy

Using SQLAlchemy with spatial databases

geoapify

CLI and Python client for Geoapify's location services

geocube

Tool to convert geopandas vector data into rasterized xarray data

GeoDaSpace

Software for Advanced Spatial Econometrics

GeoPandas

Python tools for geographic data

geofileops

Python toolbox to process large vector files faster

geospatial

A collection of Python packages for geospatial analysis and data visualization

GSTools

A geostatistical toolbox: random fields, variogram estimation, covariance models, kriging and much more

trackintel

A GeoPandas extension for tracking data

To work with networks

Manipulation and analysis of geometric objects in the Cartesian plane

PyKrige

Kriging Toolkit for Python

For all your spatial econometrics needs

Rasterstats

Python module for summarizing geospatial raster datasets based on vector geometries

Django geographic web framework

geojson-area

Calculate the area inside of any GeoJSON geometry

geojson-area

Calculate the area inside of any GeoJSON geometry. This is a port of Mapbox's geojson-area for Python

geojsonio.py

Open GeoJSON data on geojson.io from Python. geojsonio.py also contains a command line utility that is a Python port of geojsonio-cli

GeoLambda

Create and deploy Geospatial AWS Lambda functions Python

geopatra

Interactive Maps with Geopandas

geopy

geopy is a Python 2 and 3 client for several popular geocoding web services

geosnap

geosnap makes it easier to explore, model, analyze, and visualize the social and spatial dynamics of neighborhoods

GeostatsPy

GSLIB reimplimented in Python

geotiff

A noGDAL tool for reading geotiff files

get_modis

Downloading MODIS data from the USGS repository

GIPPY

Geospatial Image Processing for Python

gpdvega

gpdvega is a bridge between GeoPandas and Altair that allows to seamlessly chart geospatial data

HyperCoast

A Python package for visualizing and analyzing hyperspectral data in coastal regions

A suite of Python packages for retrieving various geospatial/temporal data from public web services

HPGL

High Perfomance Geostatistics Library

Intake-stac

This is an intake data source for SpatioTemporal Asset Catalogs (STAC)

LANDSAT-Download

Automated download of LANDSAT data from USGS website

landsat-extract-gee

Get Landsat surface reflectance time-series from google earth engine

Landsat-util

Landsat-util is a command line utility that makes it easy to search, download, and process Landsat imagery

landsatxplore

Search and download Landsat scenes from EarthExplorer

LARD

A runway dataset and a generator of synthetic aerial images with automatic labeling

leafmap

A Python package for geospatial analysis and interactive mapping with minimal coding in a Jupyter environment

An open-source plotting library supporting visualization of geospatial data on static or interactive maps

lidar

Terrain and hydrological analysis using digital elevation models (DEMs)

localtileserver

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

Scripts to extract spectral change information from LandTrendr data to a geodatabase

Mahotas-imread

Read images to numpy arrays

Mahotas

Mahotas is a library of fast computer vision algorithms (all implemented in C++ for speed) operating over numpy arrays

mapboxgl-jupyter

Use Mapbox GL JS to visualize data in a Python Jupyter notebook

Mapchete

Mapchete processes raster and vector geodata in digestable chunks. Tile-based geodata processing

mapclassify

Classification schemes for choropleth mapping

momepy

Momepy is a library for quantitative analysis of urban form - urban morphometrics

MovingPandas

Implementation of Trajectory classes and functions built on top of GeoPandas

MuseoToolBox

Museo ToolBox is a python library to simplify the use of raster/vector, especially for machine learning and remote sensing

networkit

NetworKit is a growing open-source toolkit for large-scale network analysis

To work with networks

For playing around with animations

Ogcserver

Python WMS implementation using Mapnik

Open-Elevation

A free and open-source alternative to Google Elevation API

openrouteservice-py

The Python API to consume openrouteservice(s) painlessly!

Open Topo Data

Open Topo Data is a REST API server for your elevation data

orbit-predictor

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

Parse OpenStreetMap (OSM) XML and Overpass JSON/XML

OSMnet

Tools for the extraction of OpenStreetMap street network data

QuackOSM

Library and a CLI tool for downloading, filtering and transforming files into files using DuckDB

pandana

Pandas Network Analysis - dataframes of network queries, quickly

Peartree

Peartree: A library for converting transit data into a directed graph for network analysis

pipgeo

pipgeo: CLI for Unofficial windows Geospatial library wheels

Planet Movement

Python module enables the searching and processing of Planet imagery to highlight object movement between valid image pairs

Python library for interacting with the Microsoft Planetary Computer

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

Python bindings for the PROSAIL canopy reflectance model

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

– Python bindings for deck.gl

pydelatin

Python bindings to for fast terrain mesh generation

pyDEM

Python library for Global Hydrology Analysis. Used to calculate upstream contributing area, aspect, slope, and topographic wetness index

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

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

Exposes geospatial operations from GEOS into Python

pyGMT

Pythonic interface for the Generic Mapping Tools (GMT)

pyimpute

Python module for geospatial prediction using scikit-learn and rasterio

pyinterpolate

Ordinary Kriging, Simple Kriging, Indicator Kriging, Poisson Kriging, Area-to-Point Kriging, Semivariogram Deconvolution, and variogram modeling in Python

pyKriging

N-dimensional kriging

pyle38

Asynchronous Client for the worlds fastest in-memory geo-database Tile38

pymap3d

Python 3D coordinate conversions for geospace ecef enu eci

pymartini

A Cython port of Martini for fast RTIN terrain mesh generation

Pyncf

Pure Python NetCDF file reading and writing

PyPostal

Python bindings to libpostal for fast international address parsing/normalization

PyProj

For conversions between projections

Python for QGIS

pyroSAR

A Python Framework for Large-Scale SAR Satellite Data Processing

pyrosm

Read OpenStreetMap data from Protobuf files into GeoDataFrame with Python, faster

For reading and writing shapefiles

PySTAC

Python library for working with any SpatioTemporal Asset Catalog (STAC)

Python Geocoder

Simple and consistent geocoding library written in Python

python-opencage-geocoder

A Python module that uses the OpenCage Geocoding API

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

RasterFrames brings together Earth-observation (EO) data access, cloud computing, and DataFrame-based data science

Rasterio

Rasterio employs GDAL under the hood for file I/O and raster formatting

Rasterstats

Python module for summarizing geospatial raster datasets based on vector geometries

RichDEM

High-performance Terrain and Hydrology Analysis

rio-cogeo

CloudOptimized GeoTIFF creation plugin for rasterio

rio-color

Color correction plugin for rasterio

rio-hist

Histogram matching plugin for rasterio

rio-tiler

Get mercator tile from landsat, sentinel or other AWS hosted raster

Raster I/O Simplification. A set of python modules which makes it easy to write raster processing code in Python

rioxarray

rasterio xarray extension

routing-py

Python library to access all public routing, isochrones and matrix APIs in a consistent manner

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

For efficiently querying spatial data

S2P - Satellite Stereo Pipeline

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 is a python library for reading, manipulating, and writing data from remote-sensing earth-observing meteorological satellite instruments

scikit-eo

A Python package for Remote Sensing Tools

SciKit-Gstat is a scipy-styled analysis module for variogram analysis

Scikit-image is a collection of algorithms for image processing

scikit-mobility

Mobility analysis in Python

sentinelsat

Search and download Copernicus Sentinel satellite images

Manipulation and analysis of geometric objects in the Cartesian plane

Siphon

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

Solving the Traveling Salesman Problem using Self-Organizing Maps

Spectral Python

Python module for hyperspectral image processing

spyndex

Awesome Spectral Indices in Python

srai

Spatial Representations for Artificial Intelligence. Set of tools for geospatial machine learning, data acquisition and wrangling

stac-fastapi

STAC API implementation with FastAPI

stackstac

Turn a STAC catalog into a dask-based xarray

stactools

Command line utility and Python library for STAC

starfm4py

The STARFM fusion model for Python (image fusion)

Python module that allows users to explore data, estimate statistical models, and perform statistical tests

telluric

telluric is a Python library to manage vector and raster geospatial data in an interactive and easy way

thunder

Thunder is an ecosystem of tools for the analysis of image and time series data in Python

Tobler

Tobler is a python package for areal interpolation, dasymetric mapping, and change of support

ts-raster

ts-raster is a python package for analyzing time-series characteristics from raster data. It allows feature extraction, dimension reduction and applications of machine learning techniques for geospatial data

Turfpy

This is Python library for performing geo spatial data analysis. This is an python alternative for turf.js

unmixing

Interactive tools and functions for performing linear spectral mixture analysis (LSMA) and spatially adaptive spectral mixture analysis (SASMA)

untiler

Stitch image tiles into larger composite TIFs

urbanaccess

A tool for computing GTFS transit and OSM pedestrian networks for accessibility analysis

urbansim

New version of UrbanSim, a platform for modeling metropolitan real estate markets

USGS API

USGS is a python module for interfacing with the US Geological Survey's API

Verde

Verde is a Python library for processing spatial data (bathymetry, geophysics surveys, etc) and interpolating it on regular grids (i.e., gridding)

whitebox

Python frontend for

WhiteboxTools-ArcGIS

ArcGIS Python Toolbox for

xarray-spatial

xarray-spatial implements common raster analysis functions using Numba and provides an easy-to-install, easy-to-extend codebase for raster analysis

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

An xarray extension for tiled map plotting

xcube

xcube is a Python package for generating and exploiting data cubes powered by xarray, dask, and zarr

xyzservices

A unified source of XYZ tile providers in Python

YATSM

Yet Another Timeseries Model (YATSM) is a Python package for utilizing a collection of timeseries algorithms and methods designed to monitor the land surface using remotely sensed imagery

FreeGeoDB

Free database of geographic place names and corresponding geospatial data

geojson

GeoJSON implementation for PHP

Advanced geometry operations in PHP

geospatial

PHP Extension to handle common geospatial functions

laragis

A standalone Geo/GIS Provider for Laravel

laravel-geo

GeoSpatial integration on Laravel 5.2+ that supports MySQL and PostgreSQL

li3_geo

Adds geospatial support to Lithium for multiple databases, including MongoDB, CouchDB and MySQL

A PHP Azure Maps Geocoder Provider

PHP7 Mapnik

PHP extension for geospatial rendering with Mapnik

shapefile

ESRI ShapeFile library for PHP

ShapeReader

A PHP library to parse ESRI Shape files

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)

A collection of tools for the analysis of habitat selection by animals

A collection of tools for the estimation of animals home range

A collection of tools for the analysis of habitat selection

A collection of tools for the analysis of animal movements

A collection of tools to deal with raster maps

Interpolation of Irregularly and Regularly Spaced Data

A function to calculate spatial clusters using the Getis-Ord local statistic. It searches irregular clusters (ecotopes) on a map

bfastSpatial

Package to pre-process gridded time-series data in order for them to be analyzed with change detection algorithms such as bfast. Uses classes from the raster package and includes utilities to run the algorithms and post-process the results

biodivMapR

R package for α- and β-diversity mapping using remotely-sensed images

Package implements Bayesian hierarchical spatial areal unit models

cartography

Thematic Cartography with R

censobr

R package to download data from Brazil's Population Census

Selected commonly used methods for choosing univariate class intervals for mapping or other graphics purposes

climateR

An R package for getting point and gridded climate data by AOI

A set of procedures for the analysis of Random Fields using likelihood and non-standard likelihood methods is provided

Provides functions for efficient computations of nonlinear spatial predictions with local change of support

Package for CShapes, a GIS dataset of country boundaries (1946-today). Includes functions for data extraction and the computation of distance matrices and -lists

Simple computation of spatial statistic functions of distance to characterize the spatial structures of mapped objects

Calculates the Delaunay triangulation and the Dirichlet or Voronoi tessellation (with respect to the entire plane) of a planar point set

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

Fits inhomogeneous Poisson process spatial models to line transect sampling data and provides estimate of abundance within a region

dtwSat

Time-Weighted Dynamic Time Warping for satellite image time series analysis

earthEngineGrabR

The earthEngineGrabR is an interface between R and the Google Earth Engine, which simplifies the acquisition of remote sensing data

Functions for Spatial Point Pattern Analysis

edgebundle

R package implementing edge bundling algorithms

elsa

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

R package for fast and accurate raster zonal statistics

Tools for constructing confidence regions for exceedance regions and contour lines

fasterize

High performance raster conversion for modern spatial data

ffraster

Treat ff arrays as raster objects, and vice versa

Tools for random fields and bridges simulations

forestError

A Unified Framework for Random Forest Prediction Error Estimation

ForesToolboxRS

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

Is a tool for spatial/spatio-temporal modelling and prediction with large datasets

gdalcubes_R

R package for gdalcubes to process collections of Earth observation image collection as on demand data cubes

gdalio

The goal of gdalio is to read data direct with GDAL warp, with an assumed grid specification

gdalraster

R Bindings to the GDAL Raster API

Split 'geospatial' objects into pieces. Includes support for some spatial object inputs, 'Well-Known Text', and 'GeoJSON'

geobr

Package to download official spatial data sets of Brazil

geodist

Ultra lightweight, ultra fast calculation of geo distances

geocmeans

An R package to perform Spatial Fuzzy C-means

Convert data to 'GeoJSON' or 'TopoJSON' from various R classes, including vectors, lists, data frames, shape files, and spatial classes

geojsonsf

Conversion between sf and geojson

geom

Vectorized geometries and low-level GEOS access

Topographic and Geologic Mapping

Analysis of Geostatistical Data

Functions for inference in generalised linear spatial models

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

Open Source Geometry Engine ('GEOS') R API

Generates distance matrices from shape files and represents spatially weighted multilevel analysis results

GeospatialLineGraphs

A library for creating geospatial line graphs along lines of latitude

Permits computations of distance and area to be carried out on spatial data in geographical coordinates

Contains some geostatistical and radial basis functions, including prediction and cross validation

geovctrs

Common Classes and Data Structures for Geometry Vectors

Permits interactive graphical exploratory spatial data analysis

getSpatialData

An R package making it easy to query, preview, download and preprocess multiple kinds of spatial data via R

Spatial Visualization with ggplot2

Adds north symbols and scale bars in kilometers to maps in geographic or metric coordinates

ggspatial

A ggplot2 R extension for plotting Spatial* objects

giscoR

An API package that helps to retrieve data from Eurostat - GISCO (the Geographic Information System of the COmmission)

Automates running Generalized Linear Mixed Models, including spatial models, with WinBUGS, OpenBUGS and JAGS

Interface between the GMT map-making software and R

googleway

R Package for accessing and plotting Google Maps

Converts a spatial object from class SpatialGridDataFrame to SpatialPolygonsDataFrame

Uses the Grieg-Smith method on 2 dimensional spatial data

Spatio-Temporal Geostatistical Modelling, Prediction and Simulation

Fits geographically weighted regression (GWR) models and has tools to diagnose and remediate collinearity in the GWR models

gtfs2gps

Convert GTFS data into a data.table with GPS-like records in R

Provides hierarchical decomposition of entropy for categorical map comparisons

A library of the Hierarchical Spatial Autoregressive Model (HSAR), based on a Bayesian Markov Chain Monte Carlo (MCMC) algorithm

Procedures for automated interpolation

Functions are provided to interpolate geo-referenced point data via Inverse Path Distance Weighting

kuenm

kuenm is an R package designed to make the process of model calibration and final model creation easier and more reproducible, and at the same time more robust

landmap

Provides methodology for automated mapping i.e. spatial interpolation and/or prediction using Ensemble Machine Learning

Radiometric and topographic correction of satellite imagery

LandsatTS

An R package to facilitate retrieval, cleaning, cross-calibration, and phenological modeling of Landsat time-series data

landscapemetrics

landscapemetrics is an R package for calculating landscape metrics for categorical landscape patterns in a tidy workflow

Contains functions that compute the lattice-based density estimator of Barry and McIntyre

Client for 'Turfjs' for 'geospatial' analysis. The package revolves around using 'GeoJSON' data

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

Interactive Web-Maps Based on the Leaflet JavaScript Library

LPDynR

An R-package to calculate Land Productivity Dynamics using variables derived from Earth Observation imagery

libproj

C API for high-performance geometry operations within the R package framework

lidR

R package for airborne LiDAR data manipulation and visualisation for forestry application

Spatiotemporal calculus for land use change trajectories

Data class for increased interoperability working with spatial- temporal data together with corresponding functions and methods (conversions, basic calculations and basic data manipulation)

Makurhini

R package for calculating fragmentation and landscape connectivity indices used in conservation planning

mapboxapi

R interface to Mapbox web services

mapdeck

R interface to Deck.gl and Mapbox

Map Projections

Draw Geographical Maps

mapscanner

R package to print maps, draw on them, and scan them back in

mapsf

Thematic cartography with R

Tools for Reading and Handling Spatial Objects

mapview provides functions to very quickly and conveniently create interactive visualisations of spatial data

Package is designed for downloading, plotting and manipulating bathymetric and topographic data in R

marmap

Import, plot and analyze bathymetric and topographic data

maxnet

R package for modelling species geographic distributions. It implements much of the functionality of the Maxent Java application

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

Package provides linked micromaps using ggplot2

Creates sophisticated models of training data and validates the models with an independent test set, cross validation, or in the case of Random Forest Models, with Out Of Bag (OOB) predictions on the training data

ModelR

A workflow for ecological niche models based on dismo

moveVis

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

Multiscalar Territorial Analysis is an R package for multiscalar territorial analysis based on various contexts

Provides a high-level R interface to data files written using Unidata's netCDF library (version 4 or earlier)

ncdfgeom

NetCDF-CF Geometry and Timeseries Tools for R

Provides tools for analyzing spatial data, especially non- Gaussian areal data

Fit and compare Gaussian linear and nonlinear mixed-effects models

nngeo

k-Nearest Neighbor Join for Spatial Data

A set of indexes and tests for the analysis of social segregation

OpenImageR

Image processing Toolkit in R

openrouteservice-r

R package to query openrouteservice.org

Access to Open Street Map Raster Images

Provides infrastructure to access OpenStreetMap data from different sources

osmdata

R package for downloading OpenStreetMap data

osmextract

Download and import OpenStreetMap data from Geofabrik and other providers

osmplotr

Data visualisation using OpenStreetMap objects

osrm R

Interface Between R and the OpenStreetMap-Based Routing Service OSRM

Regulation, decomposition and analysis of space-time series

Mapping Fisheries Data and Spatial Analysis Tools

Provides modelling support

pepair

An R package to repair broken GIS polygons using the prepair cpp library

phenofit

A state-of-the-art Vegetation Phenology extraction package

A collection of functions to process digital images, depict greenness index trajectories and extract relevant phenological stages

Interactive plot device for handling the geographic data for web browsers

Visualization of Spatial and Spatio-Temporal Objects in Google Earth

polyclip

R package polyclip: a port of the Clipper library for polygon geometry

popRF

Random Forest-informed Population Disaggregation

potential

An R package to compute the potential model as defined by Stewart (1941)

Dirichlet Process Bayesian Clustering, Profile Regression

Prioritizr

The prioritizr R package uses integer linear programming (ILP) techniques to provide a flexible interface for building and solving conservation planning problems

Binomial Spatial Probit models for big data

quickglobe

View Country Data via a 3D, D3, Globe

r5r

Package for rapid realistic routing on multimodal transport networks (walk, bike, public transport and car)

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

Tools for easy generation of (life-history) traits maps based on species range (extent-of-occurrence) maps

ranger

A Fast Implementation of Random Forests

Functions to import data from Arc/Info V7.x binary coverages

Reading, writing, manipulating, analyzing and modeling of gridded spatial data

rasterdiv

Diversity Indices for Numerical Matrices

rasterDT

rasterDT uses the fast indexing, aggregation, and assignment operations provided by data.table to power speedy alternatives to several raster package functions

Visualization Methods for Raster Data

rayshader

rayshader is an open source R package for producing 2D and 3D hillshaded maps of elevation matrices using a combination of raytracing, spherical texture mapping, and ambient occlusion

rayvista

A package to view a 3D scene anywhere on earth

Spatial analysis of plant disease incidence

Provides color schemes for maps and other graphics

Package provides rectangular cartograms with rectangle sizes reflecting for example population

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

Bindings for the Geospatial Data Abstraction Library

rgee

Google Earth Engine for R

rgeoda

rgeoda is a R package for spatial data analysis based on libgeoda and GeoDa

Interface to Geometry Engine - Open Source (GEOS) using the C API for topology operations on geometries

Overlays on Google map tiles in R

Interface Between GRASS 7 GIS and R

rHarmonics

R package for harmonic modelling of time-series data

ribge

R package for (down)loading data from IBGE (Instituto Brasileiro de Geografia e Estatística)

rnaturalearth

An R package to hold and facilitate interaction with Natural Earth map data

Interface to NetCDF Datasets

rnoaa

R interface to many NOAA data sources

ODBC Database Access

ROSM

Plot Open Street Map and Other Tiles in R

ArcGIS Geoprocessing in R via Python

Establishes an interface between R and QGIS

SAGA Geoprocessing and Terrain Analysis in R

Rsagacmd

A package for linking R with the open-source SAGA-GIS

Tools that support the combined use of animal movement and remote sensing data

rstac

R Client Library for SpatioTemporal Asset Catalog

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

A lightweight R package to visualize large raster time series, building on a fast temporal interpolation core

Mapping Global Data

s2

R bindings for Google's s2 library for geometry on the sphere