Awesome Geospatial

NextGIS Web is an open-source Web GIS server for geospatial data management, web map publishing, and QGIS-centered collaborative workflows.

A Python Package for Visualizing and Analyzing Hyperspectral Data in Coastal Environments

Tree detection from aerial imagery in Python

Self-hosted geospatial data catalog with semantic search (pgvector), OGC/STAC APIs, and map builder. Built on FastAPI, PostGIS, React, and MapLibre.

trackintel is a framework for spatio-temporal analysis of movement trajectory and mobility data.

Awesome Spectral Indices in Python.

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.

Quickly view satellite imagery, hyperspectral imagery, and machine learning image outputs directly in your iTerm2 terminal.

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

On-Demand Earth System Data Cubes (ESDCs) in Python

Geospatial extension for Polars DataFrames.

A Rust crate and Python library for packed, immutable, zero-copy spatial indexes.

Python toolbox to process large geospatial vector files faster.

Kriging | Poisson Kriging | Variogram Analysis

The power of Rust for the STAC ecosystem

📦🐍 Python package to model and forecast the risk of deforestation

A Python library for performing geospatial data analysis which reimplements turf.js.

Computing landscape metrics in the Python ecosystem

Read and write rasters in parallel using Rasterio and Dask

Python module to access the OpenCage geocoding API

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

Read images to numpy arrays

DSG's QGIS Plugin for GIS production

Yet Another Time Series Model

Nadir BRDF Adjusted Reflectance (NBAR) for Sentinel-2 in Python

Downloading MODIS data from the USGS repository

copc-lib provides an easy-to-use reader and writer interface for creating and reading Cloud Optimized Point Clouds, with bindings for Python and C++

Software to automate the production of optical analysis ready data (ARD) from Landsat, Sentinel-2 and others.

Segment Anything in QGIS: click an object to get its outline, or name what you want (buildings, solar panels, trees) and get every match as vector polygons. QGIS plugin by TerraLab, free tier, no GPU needed.

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

A fast and memory-limited landmask based on GSHHG and OpenStreetMap for determing whether a point on Earth is on land or in the ocean.

Approximate Network Integration, Matching, and Enrichment

Modular Framework for ML Inference on Geospatial Data

Python client for Geoapify API

QGIS AI plugin for generative image editing: describe a change to your aerial imagery in plain language and get a georeferenced raster back on the same extent and CRS. Site plans, redevelopment previews, tree planting. Free tier, no card.

AI agent for QGIS: ask in plain English and it finds the data, runs the analysis and builds the map in your open project. One click undoes anything it changed. QGIS plugin by TerraLab, free tier, no card.

Review-first MCP server for turning selected local GPX surveys into previewed, version-checked OpenStreetMap road edits.

Search ISRO's Bhoonidhi satellite archive in plain language from any AI agent — a MCP server built on the bhoonidhi-downloader SDK.

Sketch corridors of railway lines or roads on an interactive map

Road cartography for Python: turn road edges (OSM, osmnx, GeoPandas) into styled, interactive, offline HTML maps (MapLibre) with Street View