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}NASA Earthdata CMR + NASA Data Portal2026 · Raster · GeoTIFF
WorldView-3 Level 2A Panchromatic Satellite ImageryThe WorldView-3 Level 2A Panchromatic Imagery collection contains satellite imagery acquired from Vantor, Inc. (formerly known as Maxar Technologies) by the Commercial Satellite Data Acquisition (CSDA) Program. Imagery is collected by the WorldView-3 satellite using the WorldView-110 camera across the global land surface from August 2014 to the present. This imagery has a spatial resolution of 0.3
NASA Earthdata CMR + NASA Data Portal2025 · Image data
Urban Land Cover Maps for Mekelle, Ethiopia and Polokwane, South Africa, 2020This dataset consists of very high resolution urban land cover maps for two African cities, Mekelle, Ethiopia and Polokwane, South Africa for 2020. Maps were generated from Planet SuperDove satellite imagery at 3.125-m spatial resolution, and Worldview-3 satellite imagery (Maxar Techologies) at two spatial resolutions, 2 m for multispectral imagery and 0.5-m spatial resolution for pansharpened ima
NASA Earthdata CMR + NASA Data Portal2025 · Raster · GeoTIFF
WorldView-3 Level 2A Multispectral 8-Band Satellite ImageryThe WorldView-3 Level 2A Multispectral 8-Band Imagery collection contains satellite imagery acquired from Vantor, Inc. (formerly known as Maxar Technologies) by the Commercial Satellite Data Acquisition (CSDA) Program. Imagery is collected by the WorldView-3 satellite using the WorldView-110 camera across the global land surface from August 2014 to the present. This satellite imagery is in a range
NASA Earthdata CMR + NASA Data Portal2025 · Raster · GeoTIFF
WorldView-3 Level 1B Panchromatic Satellite ImageryThe WorldView-3 Level 1B Panchromatic Imagery collection contains satellite imagery acquired from Vantor, Inc. (formerly known as Maxar Technologies) by the Commercial Satellite Data Acquisition (CSDA) Program. Imagery is collected by the WorldView-3 satellite using the WorldView-110 camera across the global land surface from August 2014 to the present. This imagery has a spatial resolution of 0.3
NASA Earthdata CMR + NASA Data Portal2025 · Raster · GeoTIFF
WorldView-3 Level 1B Shortwave Infrared 8-Band Satellite ImageryThe WorldView-3 Level 1B Shortwave Infrared 8-Band Imagery collection contains satellite imagery acquired from Vantor, Inc. (formerly known as Maxar Technologies) by the Commercial Satellite Data Acquisition (CSDA) Program. Imagery is collected by the WorldView-3 satellite using the WorldView-110 camera across the global land surface from August 2014 to the present. This data product includes 8 sh
NASA Earthdata CMR + NASA Data Portal2025 · Raster · GeoTIFF
WorldView-3 Level 1B Multispectral 8-Band Satellite ImageryThe WorldView-3 Level 1B Multispectral 8-Band Imagery collection contains satellite imagery acquired from Vantor, Inc. (formerly known as Maxar Technologies) by the Commercial Satellite Data Acquisition (CSDA) Program. Imagery is collected by the WorldView-3 satellite using the WorldView-110 camera across the global land surface from August 2014 to the present. This satellite imagery is in a range
NASA Earthdata CMR2024 · Raster · GeoTIFF
High Mountain Asia 2 m DEM, Surface Velocity, and Lagrangian Surface Mass Balance for Select Debris Covered Glaciers V001This High Mountain Asia data set contains 2 m resolution digital elevation models (DEMs), surface velocities, surface mass balance (SMB) rates, and SMB uncertainties for six debris-covered glaciers in Nepal. SMB rate is estimated by applying a Lagrangian specification to DEMs derived from very-high-resolution optical stereo imagery acquired by Maxar Technologies satellites WorldView-1, WorldView-2
NASA Earthdata CMR2024 · Raster · GeoTIFF
SnowEx Colorado 3M Snow Depth Time Series and DEMs from High-Resolution Satellite Image Pairs V001This data set contains a time series of snow depth maps and related intermediary snow-on and snow-off DEMs for Grand Mesa and the Banded Peak Ranch areas of Colorado derived from very-high-resolution (VHR) satellite stereo images and lidar point cloud data. Two of the snow depth maps coincide temporally with the 2017 NASA SnowEx Grand Mesa field campaign, providing a comparison between the satelli
NASA Earthdata CMR2023 · collection
ramp Building Footprint Dataset - Cox's Bazar, BangladeshThis chipped training dataset is over Cox's Bazaar and includes high-resolution imagery (.tif format) and corresponding building footprint vector labels (.geojson format) in 256 x 256 pixel tile/label pairs. This dataset is a ramp Tier 1 dataset, meaning it has been thoroughly reviewed and improved. This dataset was used in the development and testing of a localized ramp model and contains 2,375 t
NASA Earthdata CMR2023 · collection
ramp Building Footprint Dataset - Shanghai, ChinaThis chipped training dataset is over Shanghai and includes 30cm high-resolution imagery (.tif format) and corresponding building footprint vector labels (.geojson format) in 256 x 256 or smaller pixel tile/label pairs. This dataset is a ramp Tier 1 dataset, meaning it has been thoroughly reviewed and improved. This dataset was used in developing the ramp baseline model and contains 3,574 tiles an
NASA Earthdata CMR2023 · collection
ramp Building Footprint Dataset - Manjama, Sierra LeoneThis chipped training dataset is over Manjama and includes high-resolution imagery (.tif format) and corresponding building footprint vector labels (.geojson format) in 256 x 256 pixel tile/label pairs. This dataset is a ramp Tier 1 dataset, meaning it has been thoroughly reviewed and improved. This dataset was used in developing the ramp baseline model and contains 4,671 tiles and 60,379 individu
NASA Earthdata CMR2023 · collection
ramp Building Footprint Dataset - Nairobi, KenyaThis chipped training dataset is over Nairobi and includes high-resolution imagery (.tif format) and corresponding building footprint vector labels (.geojson format) in 256 x 256 pixel tile/label pairs. This dataset is a ramp Tier 2 dataset, meaning it has NOT been thoroughly reviewed and improved. This dataset was produced for the ramp project and contains 1,195 tiles and 24,707 individual buildi
NASA Earthdata CMR2023 · collection
ramp Building Footprint Dataset - Lubumbashi, Democratic Republic of the CongoThis chipped training dataset is over Lubumbashi and includes high-resolution imagery (.tif format) and corresponding building footprint vector labels (.geojson format) in 256 x 256 pixel tile/label pairs. This dataset is a ramp Tier 2 dataset, meaning it has NOT been thoroughly reviewed and improved. This dataset was produced for the ramp project and contains 8,498 tiles and 148,459 individual bu
NASA Earthdata CMR2023 · collection
ramp Building Footprint Dataset - Barishal, BangladeshThis chipped training dataset is over Barishal and includes high-resolution imagery (.tif format) and corresponding building footprint vector labels (.geojson format) in 256 x 256 pixel tile/label pairs. This dataset is a ramp Tier 1 dataset, meaning it has been thoroughly reviewed and improved. This dataset was used in developing the ramp baseline model and contains 3,024 tiles and 41,248 individ
NASA Earthdata CMR2023 · collection
ramp Building Footprint Dataset - Les Cayes, HaitiThis chipped training dataset is over Les Cayes and includes high-resolution imagery (.tif format) and corresponding building footprint vector labels (.geojson format) in 256 x 256 pixel tile/label pairs. This dataset is a ramp Tier 1 dataset, meaning it has been thoroughly reviewed and improved. This dataset was used in developing the ramp baseline model and contains 1,430 tiles and 28,549 indivi
NASA Earthdata CMR2023 · collection
ramp Building Footprint Dataset - Hpa-an, MyanmarThis chipped training dataset is over Hpa-an and includes high-resolution imagery (.tif format) and corresponding building footprint vector labels (.geojson format) in 256 x 256 pixel tile/label pairs. This dataset is a ramp Tier 1 dataset, meaning it has been thoroughly reviewed and improved. This dataset was used in developing the ramp baseline model and contains 3,667 tiles and 44,765 individua
NASA Earthdata CMR2023 · collection
ramp Building Footprint Dataset - N'Djamena, ChadThis chipped training dataset is over N'Djamena and includes high-resolution imagery (.tif format) and corresponding building footprint vector labels (.geojson format) in 256 x 256 pixel tile/label pairs. This dataset is a ramp Tier 2 dataset, meaning it has NOT been thoroughly reviewed and improved. This dataset was produced for the ramp project and contains 3,044 tiles and 124,208 individual bui
NASA Earthdata CMR2023 · collection
ramp Building Footprint Dataset - Mesopotamia, St. VincentThis chipped training dataset is over Mesopotamia and includes high-resolution imagery (.tif format) and corresponding building footprint vector labels (.geojson format) in 256 x 256 pixel tile/label pairs. This dataset is a ramp Tier 1 dataset, meaning it has been thoroughly reviewed and improved. This dataset was used in developing the ramp baseline model and contains 3,013 tiles and 33,139 indi
NASA Earthdata CMR2023 · collection
ramp Building Footprint Dataset - Karnataka, IndiaThis chipped training dataset is over Karnataka and includes high-resolution imagery (.tif format) and corresponding building footprint vector labels (.geojson format) in 256 x 256 pixel tile/label pairs. This dataset is a ramp Tier 1 dataset, meaning it has been thoroughly reviewed and improved. This dataset was used in developing the ramp baseline model and contains 6,288 tiles and 51,335 indivi
NASA Earthdata CMR2023 · collection
ramp Building Footprint Dataset - Sylhet, BangladeshThis chipped training dataset is over Sylhet and includes high-resolution imagery (.tif format) and corresponding building footprint vector labels (.geojson format) in 256 x 256 pixel tile/label pairs. This dataset is a ramp Tier 2 dataset, meaning it has NOT been thoroughly reviewed and improved. This dataset was produced for the ramp project and contains 16,217 tiles and 135,375 individual build
NASA Earthdata CMR2023 · collection
ramp Building Footprint Dataset - Jashore, BangladeshThis chipped training dataset is over Jashore and includes high-resolution imagery (.tif format) and corresponding building footprint vector labels (.geojson format) in 256 x 256 pixel tile/label pairs. This dataset is a ramp Tier 1 dataset, meaning it has been thoroughly reviewed and improved. This dataset was used in the development and testing of a localized ramp model and contains 7,310 tiles
NASA Earthdata CMR2023 · collection
ramp Building Footprint Dataset - Mzuzu, MalawiThis chipped training dataset is over Mzuzu and includes high-resolution imagery (.tif format) and corresponding building footprint vector labels (.geojson format) in 256 x 256 pixel tile/label pairs. This dataset is a ramp Tier 1 dataset, meaning it has been thoroughly reviewed and improved. This dataset was used in developing the ramp baseline model and contains 3,357 tiles and 91,391 individual
NASA Earthdata CMR2023 · collection
ramp Building Footprint Dataset - Wa, GhanaThis chipped training dataset is over Wa and includes high-resolution imagery (.tif format) and corresponding building footprint vector labels (.geojson format) in 256 x 256 pixel tile/label pairs. This dataset is a ramp Tier 1 dataset, meaning it has been thoroughly reviewed and improved. This dataset was used in developing the ramp baseline model and contains 7,615 tiles and 68,072 individual bu
NASA Earthdata CMR2023 · collection
ramp Building Footprint Dataset - Dhaka, BangladeshThis chipped training dataset is over Dhaka and includes high-resolution imagery (.tif format) and corresponding building footprint vector labels (.geojson format) in 256 x 256 pixel tile/label pairs. This dataset is a ramp Tier 1 dataset, meaning it has been thoroughly reviewed and improved. This dataset was used in developing the ramp fine-tune Dhaka Model and contains 11,905 tiles and 189,057 i
NASA Earthdata CMR2023 · collection
ramp Building Footprint Dataset - Chittagong, BangladeshThis chipped training dataset is over Chittagong and parts of the Kutupalong Refugee Camp and includes high-resolution imagery (.tif format) and corresponding building footprint vector labels (.geojson format) in 256 x 256 pixel tile/label pairs. This dataset is a ramp Tier 1 dataset, meaning it has been thoroughly reviewed and improved. This dataset was used in the development and testing of a lo