Awesome Geospatial

Fast 🌍️ <KML /> processing for python

Awesome Spectral Indices in Python.

implementation for paper "ShelfNet for fast semantic segmentation"

A convolutional neural network that identifies water in satellite images.

Tools for detecting wildlife in aerial images using active learning

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.

A noGDAL tool for reading and writing geotiff files

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

Source of XYZ tiles providers

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

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

A Python interface between Earth Engine and xarray for processing time series data

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

Tile-based geodata processing using rasterio & Fiona

Automated download of LANDSAT data from USGS website

peartree: A library for converting transit data into a directed graph for sketch network analysis.

A modular Python framework for end to end InSAR and time-series processing with GUI support.

Geospatial extension for Polars DataFrames.

A python client for sat-api

Description of download interface to build calls to the Movebank database using HTTP/CSV or JSON/JavaScript requests

Scientist friendly Python toolbox for processing 2D satellite Earth observation data.

Python toolbox to process large geospatial vector files faster.

Kriging | Poisson Kriging | Variogram Analysis

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

Areal & Dasymetric Interpolation; Change of Support

Python bindings for the PROSAIL canopy reflectance model

Sentinel-1 & Sentinel-2 data cubes at large scale (bigger-than-memory) on any machine with integrated cloud detection, snow masking, harmonization, merging, and temporal composites. CDSE or PlanetaryComputer.

The STARFM fusion model for Python

Python library to propagate satellite orbits.

Color correction plugin for rasterio

Pure python WMS

Simple CLI for Google Earth Engine Uploads

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

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

Open GeoJSON data on geojson.io

Spatial classification and regression using Scikit-learn and Rasterio

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

Interactive tools for spectral mixture analysis of multispectral raster data in Python

Client library for interfacing with USGS datasets

Convert OSM and Overpass XML/JSON to GeoJSON

Intake interface to STAC data catalogs

Computing landscape metrics in the Python ecosystem

Command line utility and Python library for STAC

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

Using SQLAlchemy with spatial databases

A Cython port of Martini for fast RTIN terrain mesh generation

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

Read and write rasters in parallel using Rasterio and Dask

Histogram matching plugin for rasterio

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