awesome-sentinel
Satellite data hub
A curated list of tools and APIs for accessing Copernicus Sentinel satellite data
curated list of awesome tools, tutorials and APIs for Copernicus Sentinel satellite data
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last commit: over 2 years agoLinked from 4 awesome lists
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Awesome Sentinel / Data Access / Data Hubs and National Mirrors | |||
| Copernicus Data Spaces Ecosystem (CDSE) | |||
| Australia National Mirror | |||
| Austria National Mirror | |||
| Czech Rebublic National Mirror | |||
| Finland National Mirror | |||
| France National Mirror (PEPS) | |||
| Germany National Mirror (CODE-DE) | |||
| Greece National Mirror | |||
| Luxembourg National Mirror | |||
| Norway National Mirror | |||
| Portugal National Mirror | |||
| United Kingdom National Mirror (SEDAS) | |||
Awesome Sentinel / Data Access / Partial Mirrors | |||
| Alaska Satellite Facility (Sentinel-1) | |||
| Centre for Environmental Data Analysis - CEDA (Sentinel-1, -2) | |||
| Theia (Sentinel-2) | |||
Awesome Sentinel / Data Access / Partial Mirrors / Theia (Sentinel-2) | |||
| areas proposed by scientists | atmospherically corrected L2A products covering several European countries and | ||
Awesome Sentinel / Data Access / Partial Mirrors | |||
| USGS EarthExplorer (Sentinel-2) | |||
| EUMETSAT CODA (Sentinel-3 Marine Products) | |||
| DLR Geoservice (Sentinel-2) | |||
Awesome Sentinel / Data Access / Partial Mirrors / DLR Geoservice (Sentinel-2) | |||
| Download | 2 years rolling archive of MAJA-corrected Sentinel-2 scenes covering Germany | ||
Awesome Sentinel / Data Access / Partial Mirrors | |||
| NOAA CoastWatch | |||
| NASA Earthdata | |||
Awesome Sentinel / Data Access / Cloud Providers | |||
| Open data on AWS | |||
Awesome Sentinel / Data Access / Cloud Providers / Open data on AWS | |||
| Sentinel-2 L1C and L2A | hosted in region (Frankfurt), requester-pays S3 buckets | ||
| Sentinel-2 L2A Cloud-Optimized GeoTIFFs | , hosted in region (Oregon), S3 buckets | ||
Awesome Sentinel / Data Access / Cloud Providers / Open data on AWS / Sentinel-2 L2A Cloud-Optimized GeoTIFFs | |||
| STAC Browser | for Sentinel-2 COG hosted on AWS | ||
Awesome Sentinel / Data Access / Cloud Providers / Open data on AWS | |||
| Sentinel-1 GRD | hosted in region (Frankfurt), requester-pays S3 buckets | ||
| Sentinel-1 ARD CONUS | analysis ready dataset of Sentinel-1, tiled COGs, for contiguous United States | ||
| Sentinel-3 NRT, STC, NTC, COG | all Sentinel-3 products for near-real time, short time critical and not time critical, all products also available converted to COGs | ||
| Sentinel-5P L2 | all Level-2 products from Sentinel-5P, also available as COG converted data | ||
Awesome Sentinel / Data Access / Cloud Providers | |||
| Google (Sentinel-2) | |||
Awesome Sentinel / Data Access / Cloud Providers / Google (Sentinel-2) | |||
| Google Cloud Storage bucket | public , format, EU region | ||
Awesome Sentinel / Data Access / Cloud Providers | |||
| Planet | |||
Awesome Sentinel / Data Access / DIAS | |||
| CREODIAS | |||
Awesome Sentinel / Data Access / DIAS / CREODIAS | |||
| data discovery portal | full Sentinel archive, free visualization and download through and | ||
| data archive | large EO including Landsat, Envisat and others, next to Copernicus data | ||
Awesome Sentinel / Data Access / DIAS | |||
| MUNDI | |||
Awesome Sentinel / Data Access / DIAS / MUNDI | |||
| mundi web services | Sentinel archive, free visualization and download through | ||
Awesome Sentinel / Data Access / DIAS | |||
| ONDA DIAS | |||
| sobloo | |||
| WEkEO | |||
Awesome Sentinel / Tools / Search & Download | |||
| sentinelsat | 989 | almost 2 years ago | |
Awesome Sentinel / Tools / Search & Download / sentinelsat | |||
| DHuS | search and download from any -powered Datahub. Comes with an intuitive command line and a flexible Python API | ||
Awesome Sentinel / Tools / Search & Download | |||
| Sentinel-download | 189 | almost 8 years ago | |
| peps_download | 95 | over 3 years ago | |
| Sentinel2ProductIngestor | 32 | over 9 years ago | |
Awesome Sentinel / Tools / Search & Download / Sentinel2ProductIngestor | |||
| Sinergise | ingest Sentinel-2 data from SciHub into S3. Used by to populate the | ||
Awesome Sentinel / Tools / Search & Download | |||
| sat-download | 36 | about 10 years ago | |
| sat-api | 178 | about 6 years ago | |
Awesome Sentinel / Tools / Search & Download / sat-api | |||
| https://api.developmentseed.org/satellites | deployed by Development Seed at | ||
Awesome Sentinel / Tools / Search & Download | |||
| awsdownload | 21 | about 8 years ago | |
| sentinelhub-py | 820 | almost 2 years ago | |
Awesome Sentinel / Tools / Search & Download / sentinelhub-py | |||
| Sentinel Hub OGC services | Python library for downloading Sentinel-2 data from Amazon into ESA .SAFE format and interface | ||
Awesome Sentinel / Tools / Search & Download | |||
| aws-sat-api | 19 | over 8 years ago | |
| sentinel2-search-api | 7 | over 8 years ago | |
Awesome Sentinel / Tools / Search & Download / sentinel2-search-api | |||
| https://sentinel2.satgateway.com | API deployed at , tile preview front-end deployed at | ||
Awesome Sentinel / Tools / Search & Download | |||
| sentinel2_aws | 6 | over 8 years ago | |
| eodag | 329 | almost 2 years ago | |
Awesome Sentinel / Tools / Search & Download / eodag | |||
| multiple providers | command line tool and plugin-oriented Python framework for search and download from including all DIAS | ||
Awesome Sentinel / Tools / Search & Download | |||
| sentinelloader | 44 | over 3 years ago | |
Awesome Sentinel / Tools / Viewers & Portals | |||
| AWS/Sinergise "Sentinel Image Browser" | |||
| EOS "Land Viewer" | |||
| jeobrowser "Rocket" | |||
Awesome Sentinel / Tools / Viewers & Portals / jeobrowser "Rocket" | |||
| resto | 57 | almost 2 years ago | based on search engine and used as frontend for |
Awesome Sentinel / Tools / Viewers & Portals | |||
| mundialis "EO-me" | |||
| OceanDataLab | |||
| RemotePixel "Viewer" | |||
Awesome Sentinel / Tools / Viewers & Portals / RemotePixel "Viewer" | |||
| open source | 28 | about 7 years ago | viewer for Landsat-8, Sentinel-2 and CBERS-4 data hosted by AWS |
| sentinel-tiler | 62 | about 8 years ago | uses (tiles server based on AWS Lambda) |
Awesome Sentinel / Tools / Viewers & Portals | |||
| RemotePixel "Satellite Search" | |||
Awesome Sentinel / Tools / Viewers & Portals / RemotePixel "Satellite Search" | |||
| open source | 21 | almost 9 years ago | Browser for Landsat-8 and Sentinel-2 data hosted by AWS |
| remotepixel-api | 64 | almost 6 years ago | uses (based on AWS Lambda) |
Awesome Sentinel / Tools / Viewers & Portals | |||
| Research and User Support (RUS) | |||
Awesome Sentinel / Tools / Viewers & Portals / Research and User Support (RUS) | |||
| training | provides and | ||
Awesome Sentinel / Tools / Viewers & Portals | |||
| Sinergise "Sentinel Playground" | |||
Awesome Sentinel / Tools / Viewers & Portals / Sinergise "Sentinel Playground" | |||
| WMS/WMTS service | offers a | ||
Awesome Sentinel / Tools / Viewers & Portals | |||
| Sinergise "Sentinel-Hub" | |||
Awesome Sentinel / Tools / Viewers & Portals / Sinergise "Sentinel-Hub" | |||
| simple data processing | supports pixel based band-math operations and | ||
Awesome Sentinel / Tools / Viewers & Portals | |||
| SnapPlanet | |||
Awesome Sentinel / Tools / Viewers & Portals / SnapPlanet | |||
| Android | / App to to view Sentinel-2 images, compare changes and share | ||
Awesome Sentinel / Tools / Viewers & Portals | |||
| Spectator | |||
| Thematic Exploitation Platforms "TEPs" | |||
Awesome Sentinel / Tools / Viewers & Portals / Thematic Exploitation Platforms "TEPs" | |||
| Coastal | available platforms: , , , , , , | ||
Awesome Sentinel / Tools / Viewers & Portals | |||
| USGS "Sentinel2Look" | |||
Awesome Sentinel / Tools / Viewers & Portals / USGS "Sentinel2Look" | |||
| LandsatLook Viewer | variant of the to search and download Sentinel-2 data from the USGS archive | ||
Awesome Sentinel / Tools / Viewers & Portals | |||
| ESRI Sentinel-2 Explorer | |||
Awesome Sentinel / Tools / Viewers & Portals / ESRI Sentinel-2 Explorer | |||
| number of indexes | view Sentinel-2 data rendered with a | ||
| ArcGIS ImageServer (REST) | available as | ||
Awesome Sentinel / Tools / Processing | |||
| SNAP (Sentinel Application Plattform) | |||
Awesome Sentinel / Tools / Processing / SNAP (Sentinel Application Plattform) | |||
| docker | 27 | over 10 years ago | also available as |
Awesome Sentinel / Tools / Processing | |||
| ARCSI (Atmospheric and Radiometric Correction of Satellite Imagery) | |||
| Google Earth Engine | |||
| EOS Processing | |||
| iCOR | |||
| MAJA (MACCS ATCOR Joint Algorithm) | |||
Awesome Sentinel / Tools / Processing / MAJA (MACCS ATCOR Joint Algorithm) | |||
| Theia | used for and | ||
Awesome Sentinel / Tools / Processing | |||
| Sen2-Agri | 115 | almost 6 years ago | |
Awesome Sentinel / Tools / Processing / Sen2-Agri | |||
| orchestrator | includes modules for atmospheric correction, monthly syntheses, biophysical variables, crop mask, crop-type classification and an | ||
Awesome Sentinel / Tools / Processing | |||
| s2cloudless | 437 | almost 2 years ago | |
Awesome Sentinel / Tools / Processing / s2cloudless | |||
| Sentinel-Hub | single scene, pixel-based cloud detection algorithm used at | ||
| accompanying write-up | with performance comparison to other cloud detection algorithms | ||
Awesome Sentinel / Tools / Processing | |||
| Sen2Cor | |||
Awesome Sentinel / Tools / Processing / Sen2Cor | |||
| L2A | basis for data published on Copernicus Open Access Hub | ||
Awesome Sentinel / Tools / Processing | |||
| sen2r | 164 | over 2 years ago | |
| ACOLITE | 167 | almost 2 years ago | |
| C2RCC | 5 | over 4 years ago | |
| i.sentinel.mask | |||
| sat-stac-sentinel | 20 | almost 6 years ago | |
Awesome Sentinel / Tools / Processing / sat-stac-sentinel | |||
| STAC | convert original Sentinel-1 and -2 metadata into items | ||
Awesome Sentinel / Tools / Processing | |||
| EOReader | 295 | almost 2 years ago | |
| xsar | 29 | almost 2 years ago | |
Awesome Sentinel / Products | |||
| EOX "Sentinel-2 cloudless" | |||
Awesome Sentinel / Products / EOX "Sentinel-2 cloudless" | |||
| medium brightness | cloudless, , Sentinel-2 composite | ||
| WMTS Layer | also provided as under | ||
| original GeoTIFF tiles | provided on AWS S3 bucket | ||
Awesome Sentinel / Products | |||
| S2GLC Land Cover Map of Europe 2017 | |||
Awesome Sentinel / Products / S2GLC Land Cover Map of Europe 2017 | |||
| CREODIAS Finder | tiles in MGRS (Sentinel-2) available at (collection: S2GLC) | ||
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