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Projects in Awesome Lists tagged with sentinel-2

A curated list of projects in awesome lists tagged with sentinel-2 .

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: 15 Nov 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: 19 Dec 2024

https://github.com/sentinel-hub/sentinel2-cloud-detector

Sentinel Hub Cloud Detector for Sentinel-2 images in Python

classification cloud-detector python-library sentinel-2 sentinel-hub

Last synced: 15 Nov 2024

https://github.com/chrieke/InstanceSegmentation_Sentinel2

🌱 Deep Learning for Instance Segmentation of Agricultural Fields - Master thesis

agricultural-fields crop deep-learning earth-observation instance-segmentation remote-sensing satellite-imagery sentinel-2 thesis

Last synced: 05 Nov 2024

https://clay-foundation.github.io/model/

The Clay Foundation Model - An open source AI model and interface for Earth

digital-elevation-model earth-observation embeddings foundation-model sentinel-1 sentinel-2

Last synced: 05 Dec 2024

https://github.com/lennart-rth/Live-Earth-Wallpapers

A collection of all earth related space Images in one script to set as your Desktop background.

background-image earth gnome goes-satellite himawari-8 meteosat python satellite satellite-imagery sdo sentinel-1 sentinel-2 solar sun true-color wallpaper

Last synced: 06 Nov 2024

https://github.com/sertit/eoreader

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

cosmo-skymed earth-observation geopandas iceye landsat maxar planetscope pleiades radarsat rasterio remote-sensing saocom sar satellite-imagery sentinel-1 sentinel-2 sentinel-3 terrasar worldview xarray

Last synced: 11 Nov 2024

https://github.com/maja601/EuroCrops

The official repository for the EuroCrops dataset.

agriculture dataset deep-learning machine-learning opendata sentinel-2

Last synced: 14 Nov 2024

https://github.com/ameraner/dsen2-cr

DSen2-CR: A network for removing clouds from Sentinel-2 images. This repo contains the model code, written in Python/Keras, as well as links to pre-trained checkpoints and the SEN12MS-CR dataset.

cloud-removal deep-learning optical residual-neural-network sar satellite satellite-data satellite-imagery sentinel sentinel-1 sentinel-2

Last synced: 18 Dec 2024

https://github.com/VSainteuf/utae-paps

PyTorch implementation of U-TAE and PaPs for satellite image time series panoptic segmentation.

agriculture computer-vision deep-learning iccv iccv2021 panoptic-segmentation satellite-imagery self-attention semantic-segmentation sentinel-2

Last synced: 15 Nov 2024

https://github.com/langnico/global-canopy-height-model

This repository contains the code used in the paper: A high-resolution canopy height model of the Earth. Here, we developed a model to estimate canopy top height anywhere on Earth. The model estimates canopy top height for every Sentinel-2 image pixel and was trained using sparse GEDI LIDAR data as a reference.

canopy-height-models deep-learning ensemble gedi sentinel-2 uncertainty

Last synced: 14 Nov 2024

https://github.com/isikdogan/deepwatermap

a deep model that segments water on multispectral images

deep-learning image-processing landsat landsat-imagery remote-sensing sentinel-2

Last synced: 15 Nov 2024

https://github.com/olivierhagolle/peps_download

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

data-downloader earth-observation remote-sensing sentinel-1 sentinel-2 sentinel-3

Last synced: 30 Oct 2024

https://github.com/Orion-AI-Lab/S4A

Sen4AgriNet: A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning

crop-classification deep-learning segmentation sentinel-2

Last synced: 14 Nov 2024

https://github.com/MarcYin/SIAC

A sensor invariant Atmospheric Correction (SIAC)

atmospheric-correction landsat-8 sensor-fusion sentinel-2 siac

Last synced: 15 Nov 2024

https://github.com/granularai/fabric

Urban change model designed to identify changes across 2 timestamps

change-detection cnn deep-learning pytorch satellite-imagery sentinel-2 unet unet-3d

Last synced: 01 Nov 2024

https://github.com/bellingcat/cloud-free-subregion

Google Earth Engine application that finds Sentinel-2 images that are cloud-free in a particular area of interest.

google-earth-engine javascript open-source-research sentinel-2

Last synced: 05 Nov 2024

https://github.com/sentinel-hub/sentinelhub-js

Download and process satellite imagery in JavaScript or TypeScript using Sentinel Hub services.

sentinel sentinel-1 sentinel-2 sentinel-3 sentinel-5p sentinel-hub

Last synced: 18 Nov 2024

https://github.com/jbferet/biodivMapR

biodivMapR: an R package for Ξ±- and Ξ²-diversity mapping using remotely-sensed images

biodiversity diversity-mapping hyperspectral-imaging remote-sensing sentinel-2 tropical-forest

Last synced: 14 Nov 2024

https://github.com/flaviostutz/sentinelloader

Sentinel-2 satellite tiles images downloader from Copernicus. Minimizes data download and combines multiple tiles to return a single area of interest.

copernicus hacktoberfest satellite-imagery sentinel-2

Last synced: 01 Nov 2024

https://github.com/RAJohansen/waterquality

Package designed to detect and quantify water quality and cyanobacterial harmful algal bloom (CHABs) from remotely sensed imagery

algal-bloom algorithms landsat-8 meris modis olci remote-sensing sentinel-2 water-quality

Last synced: 27 Nov 2024

https://github.com/davemlz/gee_timeseries

Google Earth Engine time series with Savitzky-Golay filter

google-earth-engine satellite-imagery savitzky-golay-filter sentinel-2 series

Last synced: 20 Oct 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: 15 Nov 2024

https://github.com/drivendataorg/cyfi

Estimate cyanobacteria density based on Sentinel-2 satellite imagery

cyanobacteria habs satellite-imagery sentinel-2

Last synced: 19 Dec 2024

https://github.com/aazuspan/ee_repository_stats

Scraping, parsing, and analyzing every public Earth Engine repository

earth-engine earth-observation landsat metadata sentinel-2

Last synced: 12 Oct 2024

https://github.com/lukasValentin/OBIA4RTM

Object-Based Image Analysis Tools for Radiative Transfer Modeling

google-earth-engine image-analysis imagery obia remote remote-sensing rtm sentinel-2 vegetation

Last synced: 14 Nov 2024

https://github.com/prs-eth/popcorn

🍿POPCORN: High-resolution Population Maps Derived from Sentinel-1 and Sentinel-2 πŸŒπŸ›°οΈ

deep-learning population-mapping remote-sensing sentinel-1 sentinel-2 super-resolution weakly-supervised-learning

Last synced: 06 Nov 2024

https://github.com/geoscienceaustralia/dea-intertidal

Generating intertidal elevation, exposure and extents from satellite earth observation data and ocean tide modelling

coastal digital-earth-australia digital-elevation-model earth-observation intertidal-zone landsat remote-sensing sentinel-2

Last synced: 08 Nov 2024

https://github.com/brycejohnston/sentinel2-search-api

Simple API to query Sentinel-2 data by MRGS on AWS

api aws mgrs satellite sentinel-2

Last synced: 30 Oct 2024

https://github.com/brycejohnston/sentinel2_aws

Sentinel-2 metadata parser and downloader from AWS

aws rubygem satellite sentinel-2

Last synced: 30 Oct 2024

https://github.com/azavea/cloud-model

Cloud Detection Model for Sentinel-2 Imagery (see https://registry.opendata.aws/sentinel-2/)

cloud-detection machine-learning sentinel-2

Last synced: 10 Nov 2024

https://github.com/loreabad6/ogh23

Materials for the OGH 23 tutorial on S1 and S2 data handling with R and Python

geopython python r rspatial sentinel-1 sentinel-2

Last synced: 15 Oct 2024

https://github.com/sshh12/terrain-diffusion-app

An infinite collaborative inpainter which allows users to dynamic generate satellite-realistic map tiles.

ably image-editor inpainting procedural-generation sentinel-2 stable-diffusion world-building

Last synced: 27 Oct 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: 15 Nov 2024

https://github.com/ocsmit/rindcalc

A Python module for remote sensing index calculations and processing. Mostly used for my experimentation with new concepts and techniques.

gdal gdal-python gis landsat-8 naip remote-sensing sentinel-2

Last synced: 13 Nov 2024

https://github.com/bencevans/sentinel-2-grid

ESA Sentinel Tile Grid as GeoJSON with extracted properties

grid satellite sentinel-2

Last synced: 11 Oct 2024

https://github.com/jakimowb/eo-time-series-viewer

A QGIS Plugin to visualize raster time series in parallel.

landsat qgis raster sentinel-2 timeseries-analysis

Last synced: 07 Oct 2024

https://github.com/rituyadav92/finland-above-ground-forest-biomass-estimation-dataset

Above ground biomass estimation of Finland's boreal forest using Sentinel time series data

biomass boreal-forest lidar-data sentinel-1 sentinel-2 time-series

Last synced: 30 Nov 2024

https://github.com/igor-ruivo/sentinel2-product-downloader

A java application to download Sentinel-2 products from ESA's public API.

downloader esa product sentinel-2 tiles

Last synced: 05 Nov 2024

https://github.com/kikocorreoso/s2froms3

[This repo has been migrated to codeberg https://codeberg.org/kikocorreoso/s2froms3] Get Sentinel-2 (Cloud Optimized Geotiffs) COG files from AWS S3

cog download gis remote-sensing s3 satellite-imagery sentinel-2 tiff

Last synced: 06 Dec 2024

https://github.com/joshuabillson/sentinelexplorer.jl

A pure Julia package for querying and downloading Sentinel data.

copernicus remote-sensing satellite-data satellite-imagery sentinel sentinel-1 sentinel-2 sentinel-3

Last synced: 25 Nov 2024

https://github.com/hariprasath-v/solafune_finding_mining_sites

Develop a technology for detecting mining sites using images from the optical satellite Sentinel-2. Specifically, it involves classifying images that contain mining sites and those that do not.

binaryclassification exploratory-data-analysis f1score pandas python pytorch sentinel-2 sklearn solafune wandb

Last synced: 13 Nov 2024

https://github.com/aorosoeon/when-are-the-lakes-at-their-bluest

A small project to understand what month you should go to Banff and Jasper National Parks if you want to see the lakes there at their bluest.

geospatial geospatial-analysis geospatial-data python sentinel-2

Last synced: 19 Dec 2024