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88 search results found

Techniques ⭐ 7,678

Techniques for deep learning with satellite & aerial imagery

Torchgeo ⭐ 2,067

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

Felicette ⭐ 1,751

Satellite imagery for dummies.

GRASS GIS - free and open-source geospatial processing engine

Awesome Geospatial Companies ⭐ 576

🌐 List of 500+ geospatial companies (GIS, Earth Observation, UAV, Satellite, Digital Farming, ..)

Pyrosar ⭐ 449

framework for large-scale SAR satellite data processing

Dea Notebooks ⭐ 399

Repository for Digital Earth Australia Jupyter Notebooks: tools and workflows for geospatial analysis with Open Data Cube and Xarray

A library to create interactive maps of geographical datasets

Earth Observation Data Access Gateway

Eoreader ⭐ 240

Remote-sensing opensource python library reading optical and SAR sensors, loading and stacking bands, clouds, DEM and spectral indices in a sensor-agnostic way.

Python Resources For Earth Sciences ⭐ 231

A Curated List of Python Resources for Earth Sciences

Xarray Sentinel ⭐ 210

Xarray backend to Copernicus Sentinel-1 satellite data products

Opensartoolkit ⭐ 192

High-level functionality for the inventory, download and pre-processing of Sentinel-1 data in the python language.

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

Mapchete ⭐ 183

Tile-based geodata processing using rasterio & Fiona

Landsatxplore ⭐ 168

Search and download Landsat scenes from EarthExplorer.

AiTLAS implements state-of-the-art AI methods for exploratory and predictive analysis of satellite images.

Deafrica Sandbox Notebooks ⭐ 145

Repository for Digital Earth Africa Sandbox, including: Jupyter notebooks, scripts, tools and workflows for geospatial analysis with Open Data Cube and xarray

Up42 Py ⭐ 131

🌎 Python SDK for UP42, the geospatial marketplace and developer platform.

Rsgislib ⭐ 130

Remote Sensing and GIS Software Library; python module tools for processing spatial data.

Satellite_imagery_python ⭐ 126

Sample sample scripts and notebooks on processing satellite imagery

Pylandtemp ⭐ 119

Algorithms for computing global land surface temperature and emissivity from NASA's Landsat satellite images with Python.

Openeo Python Client ⭐ 118

Python client API for OpenEO

Semi-automatic tool for manual segmentation of multi-spectral and geo-spatial imagery.

Pytorch Psetae ⭐ 98

PyTorch implementation of the model presented in "Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention"

Starfm4py ⭐ 88

The STARFM fusion model for Python

Earth Observation Data Analysis Library

Scikit Eo ⭐ 83

A Python package for Remote Sensing Data Analysis

Tomography_tutorial ⭐ 81

A tutorial for Synthetic Aperture Radar Tomography

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

Peps_download ⭐ 72

Tool to download Sentinel images from PEPS sentinel mirror site : https://peps.cnes.fr

Search, composite, and download Google Earth Engine imagery.

The 🌏 data science library you've been waiting for~

Easystac ⭐ 54

A Python package for simple STAC queries

Get_modis ⭐ 53

Downloading MODIS data from the USGS repository

Sat Extractor ⭐ 52

Extract Satellite Imagery from public constellations at scale

Geodataflow ⭐ 52

Geoprocessing framework for geographical & Earth Observation (EO) data

Eradiate ⭐ 49

Eradiate: a next-generation radiative transfer model for Earth observation applications

Start_maja ⭐ 48

To process a Sentinel-2 time series with MAJA cloud detection and atmospheric correction processor

The Clay Foundation Model (in development)

Dea Coastlines ⭐ 47

Extracting tidally-constrained annual shorelines and robust rates of coastal change from freely available Earth observation data at continental scale

Ukis Csmask ⭐ 44

UKIS Cloud Shadow MASK

Segmentation_gym ⭐ 39

A neural gym for training deep learning models to carry out geoscientific image segmentation. Works best with labels generated using https://github.com/Doodleverse/dash_doodler

Geospatial Cosicorr3d ⭐ 37

Tools and libraries for processing satellite images (push-broom, frame and push-frame), including rigorous sensor model (RSM) refinement, rational function model (RFM) refinement, orthorectification, sub-pixel image correlation, and 3D surface displacement extraction.

Sen2nbar ⭐ 37

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

Unmixing ⭐ 37

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

Eoxserver ⭐ 36

EOxServer is a Python application and framework for presenting Earth Observation (EO) data and metadata.

Code Gallery ⭐ 36

A gallery of interesting Jupyter Notebooks based on Brazil Data Cube data and technologies

Downscale Satellitelst ⭐ 35

A python class for enhancing the spatial resolution of satellite-derived Land Surface Temperatures (LST) using statistical downscaling.

Cdsetool ⭐ 34

Download data from the Copernicus Data Space Ecosystem (CDSE)

Geetiles ⭐ 29

download Google Earth Engine datasets to tiles as geotiff arrays

Pylandsat ⭐ 28

Search, download, and preprocess Landsat imagery 🛰️

Ssltransformerrs ⭐ 26

Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision workshop - Best Student Paper Award

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

Prefect Earthdata ⭐ 22

Prefect integrations with NASA Earthdata.

RL environments and tools for spacecraft autonomy research, built on Basilisk. Developed by the AVS Lab.

Sentinel-1 ARD Prototype Processor

S5p Tools ⭐ 20

Python scripts to download and preprocess air pollution concentration level data aquired from the Sentinel-5P mission

Dfc2020_baseline ⭐ 20

Simple Baseline for the IEEE GRSS Data Fusion Contest 2020

Pyaerocom ⭐ 19

Python tools for the AeroCom project

Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistical downscaling of gridded data

Awesome Asi ⭐ 17

A curated list of Awesome Spectral Indices (ASI) resources

Sentinel 5p ⭐ 16

Sentinel5P_Python

ODEON stands for Object Delineation on Earth Observations with Neural network. It is an agnostic framework for deep learning applied to GIS industry

Vam.whittaker ⭐ 14

State-of-the art whittaker smoother for EO data

Picterra Python ⭐ 14

Picterra Python API Client

Python Client API for Web Time Series Service

Pv_pipeline ⭐ 13

PyTorch models and pipeline developed for "DeepSolar for Germany". For reference, the paper can found at https://ieeexplore.ieee.org/document/9203258

Landsatlinks ⭐ 13

A simple CLI interface to generate urls for Landsat Collection 2 Level 1 product bundles and download them

Buteo - Geospatial Analysis Meets AI

Geo Knowledge Hub Rt ⭐ 11

Runtime for the GEO Knowledge Hub Digital Library (Repository Retired)

Making Deep Learning for Earth Observation more easy

Framework for the analysis of n-dimensional, multivariate Earth Observation data

Model_ecaas_agrifieldnet_gold ⭐ 10

AgriFieldNet Model for Crop Detection from Satellite Imagery

Prefect Planetary Computer ⭐ 10

Prefect integrations with Microsoft Planetary Computer.

Wekeo4oceans ⭐ 9

Repository of WEkEO Jupyter Notebooks for learning about EUMETSAT Copernicus satellite data for marine applications. This code is a partial mirror of the repositories on https://gitlab.eumetsat.int/eumetlab/oceans/ocean-

Sarxarray ⭐ 9

Xarray extension for Synthetic Aperture Radar (SAR) data

Learn Olci ⭐ 9

Repository of WEkEO Jupyter Notebooks for learning about the Sentinel-3 OLCI sensor for marine applications

Lassie V2 ⭐ 8

The friendly earthquake detector. 🐕‍🦺

Cube Builder ⭐ 8

Cube Builder is an application to generate data cubes on local cluster using Python and Celery.

Pycoxmunk ⭐ 8

Python package for estimating sea surface reflectance.

Openeo Grassgis Driver ⭐ 8

OpenEO driver for GRASS GIS/actinia. Backend description at https://openeo.mundialis.de/.well-known/openeo

A Python framework to evaluate geospatial datasets by comparing candidate and benchmark maps to compute agreement maps and statistics.

Street View Pipeline ⭐ 7

Distributed Google street view image processing

Rastersmith ⭐ 6

RasterSmith is a package to preprocess different NASA Earth observing satellite data products into common resolution, spatial reference, and format for easy analysis and processing across sensors.

Ukis Metrics ⭐ 6

numpy-based implementation of common performance metrics for semantic image segmentation

Floating Marine Debris Data ⭐ 6

This repository contains data from Sentinel-2 imagery on floating marine debris, with annotations for six debris classes, including plastic, driftwood, seaweed, pumice, sea snot, and sea foam.

Polar Eo Database ⭐ 6

Polar Earth Observation Database of satellite sensors

Planetscope_preprocessing ⭐ 6

Notebooks for preprocessing and analysis of Planetscope 4 band data/imagery, using Python packages as rasterio and fiona.

Remote sensing elevation (3D) change detection with deep learning

Search and download ERS-1, ERS-2, and Envisat products.

Process geospatial imagery with ease

Landsat Sentinel Fusion ⭐ 5

Complementarity Between Sentinel-1 and Landsat 8 Imagery for Built-Up Mapping in Sub-Saharan Africa

Saraswati ⭐ 5

Saraswati is a robust, multi-channel audio recording, transmission and storage system

Mosaicking ⭐ 5

🌏 Jupyter notebook to create mosaics using Pleaides/SPOT imagery with UP42.

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