Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
https://github.com/giswqs/qgis-earthengine-examples
A collection of 300+ Python examples for using Google Earth Engine in QGIS
earth-engine earthengine geoprocessing gis google-earth-engine image-processing python qgis remote-sensing
Last synced: 03 Jul 2024
https://github.com/giswqs/earthengine-py-examples
A collection of 300+ examples for using Earth Engine and the geemap Python package
earth-engine earthengine geemap geospatial gis google-earth-engine python remote-sensing
Last synced: 03 Jul 2024
https://github.com/Digdgeo/Ndvi2Gif
Library to create Multi Seasonal remote sensing indexes composites
elter ndvi phenology remote-sensing sumhal
Last synced: 03 Jul 2024
https://github.com/leftfield-geospatial/geedim
Search, composite, and download Google Earth Engine imagery.
cli cloud-free cloud-shadow-mask compositing download earth-observation google-earth-engine landsat python remote-sensing satellite-imagery search sentinel-2 surface-reflectance
Last synced: 03 Jul 2024
https://github.com/gee-community/geetools
A collection of tools to work with Google Earth Engine Python API
earthengine geospatial google-earth-engine python remote-sensing
Last synced: 03 Jul 2024
https://github.com/aazuspan/geeSharp
Pan-sharpening in the Earth Engine code editor
earth-engine ergas gram-schmidt image-processing image-quality landsat pan-sharpening panchromatic pansharpening pca remote-sensing
Last synced: 03 Jul 2024
https://github.com/DetectionTeamUCAS/R2CNN_Faster-RCNN_Tensorflow
Rotational region detection based on Faster-RCNN.
dota face faster-rcnn ocr r2cnn remote-sensing tensorflow
Last synced: 30 Jun 2024
https://github.com/AlexeyPechnikov/pygmtsar
PyGMTSAR (Python InSAR): Powerful and Accessible Satellite Interferometry
earth-observation earth-science earthquake flooding insar natural-disasters python3 remote-sensing sbas-insar scientific-computing scientific-visualization sentinel-1
Last synced: 30 Jun 2024
https://github.com/ESA-PhiLab/Major-TOM
Expandable Datasets for Earth Observation
dataset earth-observation multi-spectral remote-sensing sentinel-1 sentinel-2
Last synced: 28 Jun 2024
https://github.com/awesome-spectral-indices/awesome-ASI
A curated list of Awesome Spectral Indices (ASI) resources
earth-engine earth-observation geographical-information-system gis google-earth-engine javascript landsat modis python r remote-sensing sentinel spectral-index spectral-indices
Last synced: 25 Jun 2024
https://github.com/visionxiang/awesome-object-detection-in-aerial-images
A curated list of awesome resources for generic object detection in aerial images.
aerial-object-detection dataset object-detection oriented-object-detection remote-sensing rotated-object-detection
Last synced: 25 Jun 2024
https://github.com/SofanitAraya/CropPhenology
This repository holds the code for an R package called CropPhenology. The package extracts phenological information of crops from multi temporal remote sensing vegetation index images
cropphenology crops devtools growth-curve phenological-metrics raster remote-sensing vegetation-dynamics vegetation-index
Last synced: 24 Jun 2024
https://github.com/layumi/University1652-Baseline
ACM Multimedia2020 University-1652: A Multi-view Multi-source Benchmark for Drone-based Geo-localization :helicopter: annotates 1652 buildings in 72 universities around the world.
awesome-list cross-view cvact cvusa dataset drone gem-pooling geo-localization image-retrieval multi-source-benchmark place-recognition pytorch remote-sensing satellite uav
Last synced: 24 Jun 2024
https://github.com/rodrigoberriel/satellite-crosswalk-classification
Deep Learning Based Large-Scale Automatic Satellite Crosswalk Classification (GRSL, 2017)
dataset deep-learning remote-sensing satellite-imagery
Last synced: 18 Jun 2024
https://github.com/awesome-spectral-indices/SpectralIndices.jl
Awesome Spectral Indices in Julia
gis landsat modis remote-sensing satellite-imagery sentinel spectral spectral-dataset spectral-index spectral-indices
Last synced: 16 Jun 2024
https://github.com/orfeotoolbox/OTB
Github mirror of https://gitlab.orfeo-toolbox.org/orfeotoolbox/otb
cpp14 image-processing open-science open-source orfeotoolbox osgeo otb remote-sensing reproducible-research
Last synced: 12 Jun 2024
https://github.com/opengeos/python-geospatial
A collection of Python packages for geospatial analysis with binder-ready notebook examples
binder binder-ready geoprocessing geospatial geospatial-analysis gis pangeo python raster remote-sensing vector
Last synced: 11 Jun 2024
https://github.com/pszemraj/BoulderAreaDetector
An app that uses a CNN to classify whether a satellite image shows an area would be a good rock climbing spot or not. On streamlit.
bouldering cnn cnn-classification computer-vision convolutional-neural-networks deep-learning deep-neural-networks fastai geospatial-analysis gis image-classification pytorch remote-sensing resnet rock-climbing satellite-imagery streamlit
Last synced: 10 Jun 2024
https://github.com/osgeonepal/geotile
GeoTile is the python library for tiling the geographic raster data (eg. Tiff etc)
geotile geotiler gis gistile map-tiles python raster remote-sensing satellite-imagery spatialdata tiff tiff-tile tiles tiling tiling-image
Last synced: 07 Jun 2024
https://github.com/isaaccorley/a-change-detection-reality-check
Code and experiments for the paper, "A Change Detection Reality Check", Corley et al.
change-detection deep-learning remote-sensing
Last synced: 04 Jun 2024
https://github.com/codingonion/awesome-object-detection-datasets
A collection of some awesome public object detection and recognition datasets.
aerial-imagery autonomous-driving awesome-list chatgpt coco dataset datasets infrared large-language-models llm object-detection object-recognition opendata remote-sensing sar thermal yolo yolov10 yolov5 yolov8
Last synced: 03 Jun 2024
https://github.com/vbhavank/Unstructured-change-detection-using-CNN
Unstructured Change detection in satellite imagery
aerial-imagery computer-vision machine-learning neural-networks remote-sensing
Last synced: 30 May 2024
https://github.com/MinZHANG-WHU/FDCNN
The implementation of FDCNN in paper - A Feature Difference Convolutional Neural Network-Based Change Detection Method
caffe change-detection deep-learning multi-scale multi-sensor pycaffe remote-sensing siamese-network
Last synced: 30 May 2024
https://github.com/justchenhao/STANet
official implementation of the spatial-temporal attention neural network (STANet) for remote sensing image change detection
attention-mechanism change-detection contrastive-loss dataset remote-sensing siamese-neural-network
Last synced: 30 May 2024
https://samapriya.github.io/awesome-gee-community-datasets
Community Datasets added by users and made available for use at large
awesome-list catalog community-datasets earth-engine geospatial geospatial-data gis google-earth-engine googleearthengine open-datasets remote-sensing
Last synced: 28 May 2024
https://github.com/space-physics/piradar
Radar using Red Pitaya for RF: using Raspberry Pi 3 for quad-core radar signal processing
geoscience ionosphere radar raspberry-pi red-pitaya remote-sensing space-physics
Last synced: 26 May 2024
https://github.com/TUW-GEO/ecmwf_models
Python package for downloading ECMWF reanalysis data and converting it into a time series format.
earth-science ecmwf modelling python remote-sensing
Last synced: 20 May 2024
https://github.com/bleutner/RStoolbox
Remote Sensing Data Analysis in R 🛰
cran ggplot2 land-cover-mapping r r-package remote-sensing spectral-unmixing supervised-classification unsupervised-classification
Last synced: 20 May 2024
https://github.com/nasa/delta
Deep Learning for Satellite Imagery
deep-learning machine-learning remote-sensing usg-artificial-intelligence
Last synced: 18 May 2024
https://github.com/GeoscienceAustralia/dea-notebooks
Repository for Digital Earth Australia Jupyter Notebooks: tools and workflows for geospatial analysis with Open Data Cube and Xarray
digitalearthaustralia documentation earth-observation earthobservation geoscienceaustralia geospatial-data jupyter-notebook landsat opendatacube python remote-sensing remotesensing satellite-imagery sentinel-2 xarray
Last synced: 17 May 2024
https://github.com/DahnJ/Awesome-DEM
Overview of Digital Elevation Model (DEM) datasets
digital-elevation-model earth-observation list raster remote-sensing
Last synced: 17 May 2024
https://github.com/ladiesoflandsat/LOLManuscriptMonday
This is a record of all the Manuscript Monday links!
remote-sensing satellite-imagery
Last synced: 17 May 2024
https://github.com/loicdtx/lsru
:mag: :globe_with_meridians:Query and Order Landsat Surface Reflectance data via ESPA
download espa landsat multispectral-images remote-sensing usgs usgs-api
Last synced: 17 May 2024
https://github.com/gisma/uavRst
UAV related Remote Sensing Toolbox
aerial-imagery forestry giscience lidar machine-learning r remote-sensing uav
Last synced: 17 May 2024
https://github.com/opengeos/whiteboxR
WhiteboxTools R Frontend
geomorphometry geoprocessing geospatial gis hydrology r remote-sensing rstats rstudio
Last synced: 17 May 2024
https://github.com/eco-hydro/phenofit
R package: A state-of-the-art Vegetation Phenology extraction package, phenofit
Last synced: 17 May 2024
https://github.com/16EAGLE/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.
animal-behavior animal-environment animal-movement animal-tracking animation movement-ecology movement-video r remote-sensing visualization
Last synced: 17 May 2024
https://github.com/opengeos/WhiteboxTools-ArcGIS
ArcGIS Python Toolbox for WhiteboxTools
arcgis geomorphometry geoprocessing geospatial gis hydrology lidar python remote-sensing
Last synced: 16 May 2024
https://github.com/arthur-e/unmixing
Interactive tools for spectral mixture analysis of multispectral raster data in Python
earth-observation lsma multispectral-images raster remote-sensing satellite-data satellite-imagery spectral-mixture-analysis
Last synced: 16 May 2024
https://github.com/nmileva/starfm4py
The STARFM fusion model for Python
earth-observation image-fusion remote-sensing sentinel-2 sentinel-3
Last synced: 16 May 2024
https://github.com/awesome-spectral-indices/spyndex
Awesome Spectral Indices in Python.
earth-engine google-earth-engine numpy pandas python python3 remote-sensing satellite-imagery spectral spectral-data spectral-index spectral-indices xarray
Last synced: 16 May 2024
https://github.com/spectralpython/spectral
Python module for hyperspectral image processing
anomaly-detection hyperspectral hyperspectral-image-classification image-processing python remote-sensing target-detection visualization
Last synced: 16 May 2024
https://github.com/ytarazona/scikit-eo
A Python package for Remote Sensing Data Analysis
change-detection deep-learning earth-observation image-classification-algorithms optical-imaging radar-imagery remote-sensing satellite-imagery spectral-mixture-analysis time-series-analysis
Last synced: 16 May 2024
https://github.com/centreborelli/s2p
Satellite Stereo Pipeline
3d image-processing remote-sensing satellite-imagery stereo-vision
Last synced: 16 May 2024
https://github.com/rhammell/planet-movement
Find and process Planet image pairs to highlight object movement
change-detection image-processing planet-imagery remote-sensing satellite-imagery
Last synced: 16 May 2024
https://github.com/opengeos/lidar
A Python package for delineating nested surface depressions from digital elevation data.
digital-elevation-model gis hydrological image-processing lidar python remote-sensing terrain-analysis
Last synced: 16 May 2024
https://github.com/olivierhagolle/LANDSAT-Download
Automated download of LANDSAT data from USGS website
data-downloader landsat remote-sensing
Last synced: 16 May 2024
https://github.com/jgomezdans/get_modis
Downloading MODIS data from the USGS repository
earth-observation python remote-sensing
Last synced: 16 May 2024
https://github.com/opengeos/geospatial
A Python package for installing commonly used packages for geospatial analysis and data visualization with only one command.
geemap geopandas geospatial gis image-processing jupyter leafmap python rasterio remote-sensing xarray
Last synced: 16 May 2024
https://github.com/ESDS-Leipzig/cubo
On-Demand Earth System Data Cubes (ESDCs) in Python
dask data data-cube datacube earth-engine eo geographic-information-systems geospatial gis google-earth-engine landsat modis python remote-sensing sentinel-2 stac xarray
Last synced: 16 May 2024
https://github.com/Bobholamovic/ChangeDetectionToolbox
MATLAB Toolbox for Remote Sensing Change Detection
change-detection matlab remote-sensing
Last synced: 16 May 2024
https://github.com/GeoTIFF/geoblaze
Blazing Fast JavaScript Raster Processing Engine
geotiff gis maps raster remote-sensing satellite satellite-imagery
Last synced: 16 May 2024
https://github.com/remicres/otbtf
Deep learning with otb (mirror of https://forgemia.inra.fr/remi.cresson/otbtf)
deep-learning orfeotoolbox otb remote-sensing tensorflow
Last synced: 16 May 2024
https://github.com/appelmar/gdalcubes
Creating and analyzing Earth observation data cubes in R
remote-sensing rstats satellite-imagery spatial-analysis
Last synced: 16 May 2024
https://github.com/sshuair/torchsat
🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.
classification data-augmentation deep-learning pytorch remote-sensing satellite satellite-imagery semantic-segmentation torchvision
Last synced: 16 May 2024
https://github.com/microsoft/torchgeo
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
computer-vision datasets deep-learning earth-observation geospatial models pytorch remote-sensing satellite-imagery torchvision transforms
Last synced: 16 May 2024
https://github.com/developmentseed/label-maker
Data Preparation for Satellite Machine Learning
computer-vision data-preparation deep-learning keras remote-sensing satellite-imagery
Last synced: 16 May 2024
https://github.com/awesome-spectral-indices/spectral
Awesome Spectral Indices for the Google Earth Engine JavaScript API (Code Editor).
earth-engine geographic-information-systems gis google-earth-engine javascript landsat modis remote-sensing sentinel spectral spectral-data spectral-dataset spectral-index spectral-indices
Last synced: 16 May 2024
https://github.com/davemlz/eemont
A python package that extends Google Earth Engine.
earth-engine geographic-information-systems gis google google-earth-engine python python3 raster remote-sensing satellite-imagery satellite-images spectral-indices
Last synced: 16 May 2024
https://github.com/remotesensinginfo/arcsi
Software to automate the production of optical analysis ready data (ARD) from Landsat, Sentinel-2 and others.
analysis-ready-data arcsi atmospheric-correction cloud-masking earth earth-observation observation python remote remote-sensing rsgislib sensing
Last synced: 16 May 2024
https://github.com/GeoscienceAustralia/PyRate
A Python tool for estimating velocity and time-series from Interferometric Synthetic Aperture Radar (InSAR) data.
geodesy geoscience gis image-processing insar python remote-sensing time-series
Last synced: 15 May 2024
https://github.com/yumorishita/LiCSBAS
LiCSBAS: InSAR time series analysis package using LiCSAR products
deformation displacement geodesy insar landslide remote-sensing sar sentinel-1 tectonics time-series-analysis velocity volcanoes
Last synced: 15 May 2024
https://github.com/chrieke/awesome-geospatial-companies
:globe_with_meridians: List & Map of 700+ companies for geospatial jobs (GIS, Earth Observation, UAV, Satellite, Digital Farming, ..)
companies earth-observation farming geospatial gis jobs map remote-sensing satellite uav
Last synced: 15 May 2024
https://github.com/bopen/sarsen
Algorithms and utilities for Synthetic Aperture Radar (SAR) sensors
algorithms copernicus earth-observation remote-sensing sar sentinel-1 synthetic-aperture-radar xarray
Last synced: 15 May 2024
https://github.com/ESA-PhiLab/OpenSarToolkit
High-level functionality for the inventory, download and pre-processing of Sentinel-1 data in the python language.
earthobservation esa python remote-sensing sar sentinel-1 syntheticapertureradar
Last synced: 15 May 2024
https://github.com/EO-College/sarbian
We’ve built a plug’n play Operation System (based on Debian Linux) with all the freely and openly available SAR processing software. No knowledge of installation steps needed, just download and get started with SAR data processing. SARbian is free for use in research, education or operational work.
debian linux live-system remote-sensing sar sar-data sar-processing synthetic-aperture-radar
Last synced: 15 May 2024
https://github.com/gher-uliege/COST-EUMETSAT-Training
Material, data and presentations for the COST-EUMETSAT training school
bash data-analytics ocean-modelling ocean-sciences oceanography python remote-sensing satellite training
Last synced: 15 May 2024
https://github.com/opendatacube/datacube-core
Open Data Cube analyses continental scale Earth Observation data through time
gdal gis hacktoberfest netcdf numpy python raster remote-sensing scientific-computing
Last synced: 15 May 2024
https://github.com/chrieke/GoogleEarthEngine-side-projects
Google Earth Engine side projects and tutorial scripts
earth-observation google-earth-engine remote-sensing satellite-imagery
Last synced: 15 May 2024
https://github.com/giswqs/earthengine-py-notebooks
A collection of 360+ Jupyter Python notebook examples for using Google Earth Engine with interactive mapping
earth-engine earthengine geospatial gis google-earth-engine notebook notebook-jupyter python remote-sensing tutorials
Last synced: 15 May 2024
https://github.com/fitoprincipe/geetools-code-editor
A set of tools to use in Google Earth Engine Code Editor (JavaScript)
google-earth-engine javascript remote-sensing satellite-imagery
Last synced: 15 May 2024
https://github.com/opengeos/Awesome-GEE
A curated list of Google Earth Engine resources
earth-engine earthengine geospatial gis google-earth-engine ipyleaflet javascript jupyter-notebook mapping python remote-sensing
Last synced: 15 May 2024
https://github.com/deepVector/geospatial-machine-learning
A curated list of resources focused on Machine Learning in Geospatial Data Science.
classification computer-vision convolutional-neural-networks deep-learning geoscience geospatial geospatial-machine-learning gis image-segmentation keras landsat machine-learning remote-sensing satellite-imagery satellite-images semantic-segmentation tensorflow
Last synced: 15 May 2024
https://github.com/EO-College/tomography_tutorial
A tutorial for Synthetic Aperture Radar Tomography
earth-observation gdal python remote-sensing sar tomography
Last synced: 15 May 2024
https://github.com/yannforget/conda-recipes
Conda recipes for remote sensing
anaconda conda landsat remote-sensing satellite science
Last synced: 15 May 2024
https://github.com/remotesensinginfo/rsgislib
Remote Sensing and GIS Software Library; python module tools for processing spatial data.
classification data data-analysis data-processing data-science earth earth-observation gis machine-learning numpy observation python remote remote-sensing rsgislib sensing spatial spatial-analysis spatial-data spatial-data-analysis
Last synced: 15 May 2024
https://github.com/joheisig/Spatial_Data_in_R
🌌 SWIRL-course on spatial data in R :globe_with_meridians:
course gis r r-studio remote-sensing spatial-data-analysis swirl
Last synced: 15 May 2024
https://bleutner.github.io/RStoolbox/
Remote Sensing Data Analysis in R 🛰
cran ggplot2 land-cover-mapping r r-package remote-sensing spectral-unmixing supervised-classification unsupervised-classification
Last synced: 15 May 2024
https://github.com/opengeos/whitebox-python
WhiteboxTools Python Frontend
geomorphology geomorphometry geoprocessing geospatial gis hydrology lidar python remote-sensing
Last synced: 15 May 2024
https://github.com/up42/up42-py
:earth_americas: Python SDK for UP42, the geospatial marketplace and developer platform.
api earth-observation geospatial gis marketplace p1 python remote-sensing satellite sdk
Last synced: 15 May 2024
https://github.com/dymaxionlabs/ap-latam
Detection of slums and informal settlements from satellite imagery
keras machine-learning remote-sensing tensorflow
Last synced: 15 May 2024
https://github.com/planetlabs/notebooks
interactive notebooks from Planet Engineering
api data-analysis jupyter-notebooks python remote-sensing satellite-imagery
Last synced: 15 May 2024
https://github.com/JamesOConnor/Sentinel_bot
A twitter bot which processes raw sentinel data
python remote-sensing satellite-imagery twitter
Last synced: 15 May 2024
https://github.com/lhalloran/LandSurfaceClustering
Land surface classification using remote sensing data with unsupervised machine learning (k-means).
classification k-means-clustering landsat landuse python remote-sensing sentinel-2
Last synced: 14 May 2024
https://github.com/PratyushTripathy/pyrsgis
This repository cointains the source code of the 'pyrsgis' Python package.
python remote-sensing satellite-imagery
Last synced: 14 May 2024
https://github.com/DrGuy/IEOtools
Tools for managing Earth observation data. Currently only supports Landsat imagery
ireland landsat remote-sensing
Last synced: 14 May 2024
https://github.com/DrGuy/ieo
Irish Earth Observation (IEO) remote sensing data processing Python module
copernicus ireland landsat postgis remote-sensing s3 sentinel-2
Last synced: 14 May 2024
https://github.com/tgrippa/Opensource_OBIA_processing_chain
An open-source semi-automated processing chain for urban OBIA classification.
automation classification grass-gis obia object-based-image-analysis processing-chain remote-sensing segmentation
Last synced: 14 May 2024
https://github.com/Seyed-Ali-Ahmadi/Python-for-Remote-Sensing
python codes for remote sensing applications will be uploaded here. I will try to teach everything I learn during my projects in here.
deep-learning gdal gdal-python gdal-python-libraries hyperspectral-image-classification hyperspectral-imaging lidar lidar-point-cloud machine-learning multispectral-images pdal point-cloud python python-pdal remote-sensing satellite-data satellite-imagery satellite-images scikit-learn spacenet-dataset
Last synced: 14 May 2024
https://github.com/yannforget/landsat-sentinel-fusion
Complementarity Between Sentinel-1 and Landsat 8 Imagery for Built-Up Mapping in Sub-Saharan Africa
earth-observation landsat python remote-sensing sentinel
Last synced: 14 May 2024
https://github.com/yannforget/pylandsat
Search, download, and preprocess Landsat imagery 🛰️
earth-observation gis landsat remote-sensing
Last synced: 14 May 2024
https://github.com/remotesensinginfo/eodatadown
Automated download and processing of Earth Observation data to create a monitoring system.
ard database earth earth-observation google-cloud monitoring monitoring-system observation remote remote-sensing sensing
Last synced: 14 May 2024
https://github.com/r-wenger/land-use-land-cover-datasets
List of datasets and codes for remote sensing LULC applications.
datasets deep-learning remote-sensing
Last synced: 14 May 2024
https://github.com/gbrunner/programming-for-gis-and-rs
Materials for the Intro to Programming for GIS and Remote Sensing Course that I teach at Saint Louis University. They include the updates I made for the spring 2020 and fall 2020 semesters.
gis python remote-sensing saint-louis slu
Last synced: 14 May 2024
https://github.com/strath-ai/satellite-cloud-removal-dip
Satellite cloud removal with Deep Image Prior.
cloud-removal image-inpainting remote-sensing satellite sentinel-1 sentinel-2
Last synced: 14 May 2024
https://github.com/codingonion/awesome-object-detection-and-recognition-datasets
A collection of some awesome public object detection and recognition datasets.
aerial-imagery autogpt autonomous-driving awesome-list chatgpt coco dataset datasets face-recognition gpt4 infrared object-detection object-recognition remote-sensing sar thermal yolo yolov5 yolov8
Last synced: 14 May 2024
https://github.com/geoaigroup/awesome-vision-language-models-for-earth-observation
A curated list of awesome vision and language resources for earth observation.
awesome awesome-list earth-observation multimodal-deep-learning remote-sensing vision-and-language
Last synced: 14 May 2024
https://github.com/jgrss/geowombat
GeoWombat: Utilities for geospatial data
dask geography python raster rasterio remote-sensing satellite xarray
Last synced: 13 May 2024
https://github.com/IGNF/odeon
ODEON is a task-agnostic framework for deep learning applied to remote sensing
deep-learning earth-observation gis pytorch pytorch-lightning rasterio remote-sensing
Last synced: 13 May 2024
https://github.com/WindVChen/LEVIR-Ship
This is the official release of LEVIR-Ship, which is a dataset for tiny ship detection under medium-resolution remote sensing images
dataset optical-imaging remote-sensing ship-dataset ship-detection ship-detection-dataset tiny-object-detection
Last synced: 13 May 2024
