Qiusheng Wu (@giswqs) Tweeted:
The #Streamlit satellite timelapse web app has been updated to use #Landsat Collection 2. That means you can now create timelapse with the latest Landsat 9 images acquired in 2022. Try it out 👇
https://t.co/RGKxgkn3RH
#EarthEngine #geospatial #dataviz #geemap https://t.co/fYdwEyAcbq https://twitter.com/giswqs/status/1503347259873841157?s=20&t=ABwBW4KJaZ7wSKN-5DIz8Q
The #Streamlit satellite timelapse web app has been updated to use #Landsat Collection 2. That means you can now create timelapse with the latest Landsat 9 images acquired in 2022. Try it out 👇
https://t.co/RGKxgkn3RH
#EarthEngine #geospatial #dataviz #geemap https://t.co/fYdwEyAcbq https://twitter.com/giswqs/status/1503347259873841157?s=20&t=ABwBW4KJaZ7wSKN-5DIz8Q
18 FREE RASTER DATA SOURCES
1. USGS Earth Explorer
➡️ Data Types: Landsat, Sentinel, ASTER, MODIS, and other remote sensing imagery.
➡️ Website: https://lnkd.in/dhfrySmj
2. Copernicus Open Access Hub
➡️ Data Types: Sentinel-1, Sentinel-2, Sentinel-3, and other Copernicus datasets.
➡️ Website: https://lnkd.in/dhKKDmVT
3. NASA Earthdata
➡️ Data Types: MODIS, VIIRS, SMAP, and other NASA satellite products.
➡️ Website: https://lnkd.in/dBjqvkmA
4. ESA Earth Online
➡️ Data Types: Envisat, ERS, Sentinel, and other ESA missions.
➡️ Website: https://earth.esa.int/
5. NOAA Digital Coast
➡️ Data Types: Coastal imagery, elevation, and land cover.
➡️ Website: https://lnkd.in/dSRG6r-Z
6. OpenTopography
➡️ Data Types: High-resolution topographic data, including LiDAR-derived raster data.
➡️ Website: https://lnkd.in/dk-bZ_79
7. Global Land Cover Facility (GLCF)
➡️ Data Types: Land cover and vegetation datasets.
➡️ Website: https://lnkd.in/dgTYMDG7
8. Natural Earth Data
➡️ Data Types: Raster data for relief and shaded relief imagery.
➡️ Website: https://lnkd.in/dwzxTY5Q
9. Geospatial Data Abstraction Library (GDAL) Links
➡️ Data Types: Provides links to raster datasets from various organizations.
➡️ Website: https://gdal.org/
10. Earth Observation Explorer (EOx)
➡️ Data Types: Multispectral and terrain data from Sentinel and Landsat.
➡️ Website:https://lnkd.in/dkBHERk8
11. Google Earth Engine (GEE)
➡️ Data Types: Vast catalog of geospatial datasets, including satellite imagery and climate data.
➡️ Website: https://lnkd.in/dVun-hzp
12. DigitalGlobe/Maxar Open Data Program
➡️ Data Types: High-resolution satellite imagery for disaster response.
➡️ Website: https://lnkd.in/dSneef8b
13. WorldClim
➡️ Data Types: Climate raster data such as temperature and precipitation.
➡️ Website: https://www.worldclim.org/
14. OpenAerialMap
➡️ Data Types: Aerial imagery collected by individuals and organizations.
➡️ Website: https://openaerialmap.org/
15. Global Forest Watch
➡️ Data Types: Forest change, loss, and gain raster data.
➡️ Website: https://lnkd.in/d7iSVF3C
16. UNEP Environmental Data Explorer
➡️ Data Types: Environmental raster data like climate, emissions, and ecosystems.
➡️ Website: https://lnkd.in/ddjKwkuf
17. Terraclimate
➡️ Data Types: Monthly climate and hydrology data at a global scale.
➡️ Website: https://lnkd.in/dTAE4NMi
18. Global Historical Climatology Network (GHCN)
➡️ Data Types: Raster-based climate and weather datasets.
➡️ Website: https://lnkd.in/d5g8mixn
If you find this post valuable, kindly consider reposting.
Background Image: Satellite Imaging Corporation
hashtag#GIS hashtag#RemoteSensing hashtag#Geospatial hashtag#Sentinel hashtag#Landsat hashtag#USGS hashtag#ESA hashtag#GDAL hashtag#OpenTopography hashtag#NOAA hashtag#NASA hashtag#Copernicus hashtag#WorldClim hashtag#ClimateChange hashtag#Sustainability hashtag#QGIS hashtag#ArcGIS hashtag#ESRI
1. USGS Earth Explorer
➡️ Data Types: Landsat, Sentinel, ASTER, MODIS, and other remote sensing imagery.
➡️ Website: https://lnkd.in/dhfrySmj
2. Copernicus Open Access Hub
➡️ Data Types: Sentinel-1, Sentinel-2, Sentinel-3, and other Copernicus datasets.
➡️ Website: https://lnkd.in/dhKKDmVT
3. NASA Earthdata
➡️ Data Types: MODIS, VIIRS, SMAP, and other NASA satellite products.
➡️ Website: https://lnkd.in/dBjqvkmA
4. ESA Earth Online
➡️ Data Types: Envisat, ERS, Sentinel, and other ESA missions.
➡️ Website: https://earth.esa.int/
5. NOAA Digital Coast
➡️ Data Types: Coastal imagery, elevation, and land cover.
➡️ Website: https://lnkd.in/dSRG6r-Z
6. OpenTopography
➡️ Data Types: High-resolution topographic data, including LiDAR-derived raster data.
➡️ Website: https://lnkd.in/dk-bZ_79
7. Global Land Cover Facility (GLCF)
➡️ Data Types: Land cover and vegetation datasets.
➡️ Website: https://lnkd.in/dgTYMDG7
8. Natural Earth Data
➡️ Data Types: Raster data for relief and shaded relief imagery.
➡️ Website: https://lnkd.in/dwzxTY5Q
9. Geospatial Data Abstraction Library (GDAL) Links
➡️ Data Types: Provides links to raster datasets from various organizations.
➡️ Website: https://gdal.org/
10. Earth Observation Explorer (EOx)
➡️ Data Types: Multispectral and terrain data from Sentinel and Landsat.
➡️ Website:https://lnkd.in/dkBHERk8
11. Google Earth Engine (GEE)
➡️ Data Types: Vast catalog of geospatial datasets, including satellite imagery and climate data.
➡️ Website: https://lnkd.in/dVun-hzp
12. DigitalGlobe/Maxar Open Data Program
➡️ Data Types: High-resolution satellite imagery for disaster response.
➡️ Website: https://lnkd.in/dSneef8b
13. WorldClim
➡️ Data Types: Climate raster data such as temperature and precipitation.
➡️ Website: https://www.worldclim.org/
14. OpenAerialMap
➡️ Data Types: Aerial imagery collected by individuals and organizations.
➡️ Website: https://openaerialmap.org/
15. Global Forest Watch
➡️ Data Types: Forest change, loss, and gain raster data.
➡️ Website: https://lnkd.in/d7iSVF3C
16. UNEP Environmental Data Explorer
➡️ Data Types: Environmental raster data like climate, emissions, and ecosystems.
➡️ Website: https://lnkd.in/ddjKwkuf
17. Terraclimate
➡️ Data Types: Monthly climate and hydrology data at a global scale.
➡️ Website: https://lnkd.in/dTAE4NMi
18. Global Historical Climatology Network (GHCN)
➡️ Data Types: Raster-based climate and weather datasets.
➡️ Website: https://lnkd.in/d5g8mixn
If you find this post valuable, kindly consider reposting.
Background Image: Satellite Imaging Corporation
hashtag#GIS hashtag#RemoteSensing hashtag#Geospatial hashtag#Sentinel hashtag#Landsat hashtag#USGS hashtag#ESA hashtag#GDAL hashtag#OpenTopography hashtag#NOAA hashtag#NASA hashtag#Copernicus hashtag#WorldClim hashtag#ClimateChange hashtag#Sustainability hashtag#QGIS hashtag#ArcGIS hashtag#ESRI