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aws_geo_datasets.tsv
1 | Name | Description | ARN | Region | Type | Documentation | Contact | ManagedBy | UpdateFrequency | License | Tags | Explore | RequesterPays | AccountRequired | Host |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2 | (EXPERIMENTAL) NOAA FourCastNet Global Forecast System (FourCastNetGFS) (EXPERIMENTAL) - FourCastNet GFS data | FourCastNet GFS data | arn:aws:s3:::noaa-nws-fourcastnetgfs-pds | us-east-1 | S3 Bucket | For the NOAA Product, https://fourcastnetgfs.readthedocs.io/en/latest/index.html | For questions regarding data content or quality, visit [the NOAA EMC Github site | [NOAA](http://www.noaa.gov/) | 4 times a day at 00Z, 06Z, 12Z and 18Z | NOAA's FourCastNetGFS products are released under CC0 license. The underlying Fo | aws-pds, agriculture, climate, disaster response, environmental, meteorological, weather | ['[Browse Bucket](https://noaa-nws-fourcastnetgfs-pds.s3.amazonaws.com/index.html)'] | |||
3 | (EXPERIMENTAL) NOAA FourCastNet Global Forecast System (FourCastNetGFS) (EXPERIMENTAL) - New data notifications for FourCastNet GFS, only Lambda and SQS protocols allowe | New data notifications for FourCastNet GFS, only Lambda and SQS protocols allowe | arn:aws:sns:us-east-1:709902155096:NewNWSFOURCASTNETGFSObject | us-east-1 | SNS Topic | For the NOAA Product, https://fourcastnetgfs.readthedocs.io/en/latest/index.html | For questions regarding data content or quality, visit [the NOAA EMC Github site | [NOAA](http://www.noaa.gov/) | 4 times a day at 00Z, 06Z, 12Z and 18Z | NOAA's FourCastNetGFS products are released under CC0 license. The underlying Fo | aws-pds, agriculture, climate, disaster response, environmental, meteorological, weather | ||||
4 | (EXPERIMENTAL) NOAA GraphCast Global Forecast System (GFS) (EXPERIMENTAL) - GraphCast GFS data | GraphCast GFS data | arn:aws:s3:::noaa-nws-graphcastgfs-pds | us-east-1 | S3 Bucket | For the NOAA Product, https://graphcastgfs.readthedocs.io/en/latest/index.html a | For questions regarding data content or quality, visit [the NOAA EMC Github site | [NOAA](http://www.noaa.gov/) | 4 times a day at 00Z, 06Z, 12Z and 18Z | NOAA's GraphCast GFS products are released under CC0 license. The products in th | aws-pds, agriculture, climate, disaster response, environmental, meteorological, weather | ['[Browse Bucket](https://noaa-nws-graphcastgfs-pds.s3.amazonaws.com/index.html)'] | |||
5 | (EXPERIMENTAL) NOAA GraphCast Global Forecast System (GFS) (EXPERIMENTAL) - New data notifications for GraphCast GFS, only Lambda and SQS protocols allowed | New data notifications for GraphCast GFS, only Lambda and SQS protocols allowed | arn:aws:sns:us-east-1:709902155096:NewNWSGRAPHCASTGFSObject | us-east-1 | SNS Topic | For the NOAA Product, https://graphcastgfs.readthedocs.io/en/latest/index.html a | For questions regarding data content or quality, visit [the NOAA EMC Github site | [NOAA](http://www.noaa.gov/) | 4 times a day at 00Z, 06Z, 12Z and 18Z | NOAA's GraphCast GFS products are released under CC0 license. The products in th | aws-pds, agriculture, climate, disaster response, environmental, meteorological, weather | ||||
6 | 10m Annual Land Use Land Cover (9-class) | 10m Annual Land Use Land Cover (9-class) | arn:aws:s3:::io-10m-annual-lulc | us-west-2 | S3 Bucket | https://www.impactobservatory.com/global_maps | hello@impactobservatory.com | [Impact Observatory](https://www.impactobservatory.com/) | A new year is made available annually, each January. A new time series was provi | [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) | aws-pds, earth observation, environmental, geospatial, satellite imagery, sustainability, stac, cog, land cover, land use, machine learning, mapping, planetary | ['[STAC 1.0.0 endpoint](https://api.impactobservatory.com/stac-aws/collections/io-10m-annual-lulc/items)'] | |||
7 | 2021 Amazon Last Mile Routing Research Challenge Dataset | Dataset including training and testing data Folder almrrc2021_data_training inc | arn:aws:s3:::amazon-last-mile-challenges | us-west-2 | S3 Bucket | https://github.com/MIT-CAVE/rc-cli/blob/main/templates/data_structures.md | lastmile-research-challenge@amazon.com | [Amazon](https://www.amazon.com/) | None | Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. The material | transportation, machine learning, deep learning, amazon.science, urban, analytics, geospatial, logistics, last mile, optimization, routing | ||||
8 | 3-Band Cryo Data | Wide-field Infrared Survey Explorer (WISE) | 3-Band Cryo Single-exposure Image Sets: 392,879 calibrated 1024x1024 pix @275"/ | arn:aws:s3:::nasa-irsa-wise/wise/cryo-3band | us-west-2 | S3 Bucket | https://irsa.ipac.caltech.edu/Missions/wise.html | https://irsa.ipac.caltech.edu/docs/help_desk.html | NASA/IPAC Infrared Science Archive ([IRSA](https://irsa.ipac.caltech.edu)) at Ca | The WISE 3-Band Cryo Data Release has been finalized and will not be updated. | https://irsa.ipac.caltech.edu/data_use_terms.html | aws-pds, astronomy, imaging, satellite imagery, survey | False | False | ||
9 | A region-wide, multi-year set of crop field boundary labels for Africa - Additional rasterized field labels and corresponding Planet images | Additional rasterized field labels and corresponding Planet images | arn:aws:s3:::africa-field-boundary-labels/extra | us-west-2 | S3 Bucket | Information on the primary dataset can be found [here](https://github.com/agroim | airg@clarku.edu | [The Agricultural Impacts Research Group](https://agroimpacts.info/) | Updated versions of the dataset are added as they are developed | [Planet NICFI participant license agreement](https://assets.planet.com/docs/Plan | agriculture, machine learning, land cover, satellite imagery, cog, labeled | ||||
10 | A region-wide, multi-year set of crop field boundary labels for Africa - Field boundaries and corresponding Planet images | Field boundaries and corresponding Planet images | arn:aws:s3:::africa-field-boundary-labels | us-west-2 | S3 Bucket | Information on the primary dataset can be found [here](https://github.com/agroim | airg@clarku.edu | [The Agricultural Impacts Research Group](https://agroimpacts.info/) | Updated versions of the dataset are added as they are developed | [Planet NICFI participant license agreement](https://assets.planet.com/docs/Plan | agriculture, machine learning, land cover, satellite imagery, cog, labeled | ||||
11 | A2D2: Audi Autonomous Driving Dataset | http://a2d2audi | arn:aws:s3:::aev-autonomous-driving-dataset | eu-central-1 | S3 Bucket | http://a2d2.audi | aevdrivingdataset@audi.de | [Audi AG](http://a2d2.audi/) | The dataset may be updated with additional or corrected data on a need-to-update | https://creativecommons.org/licenses/by-nd/4.0/ | autonomous vehicles, deep learning, computer vision, lidar, mapping, machine learning, robotics, aws-pds | ||||
12 | AG-LOAM Dataset | AG-LOAM Dataset sequences | arn:aws:s3:::ucr-robotics/ag-loam-dataset | us-west-2 | S3 Bucket | https://github.com/UCR-Robotics/AG-LOAM | Hanzhe Teng (hteng007@ucr.edu), Konstantinos Karydis (kkarydis@ece.ucr.edu) | [Autonomous Robots and Control Systems Lab](https://sites.google.com/view/arcs-l | NA | Creative Commons Attribution-ShareAlike 4.0 International (CC BY-SA 4.0). | aws-pds, robotics, agriculture, lidar, localization, mapping | ||||
13 | AI Weather Prediction (AIWP) Model Reforecasts | AIWP data | arn:aws:s3:::noaa-oar-mlwp-data | us-east-1 | S3 Bucket | https://noaa-oar-mlwp-data.s3.amazonaws.com/README.txt | For questions regarding data availability, content, or quality, contact Dr. Jaco | Dr. Jacob Radford (jacob.radford@noaa.gov) | 2 times a day, every 12 hours starting at midnight UTC | Open Data. There are no restrictions on the use of this data. | environmental, meteorological, weather | ['[Browse Bucket](https://noaa-oar-mlwp-data.s3.amazonaws.com/index.html)'] | |||
14 | ARPA-E PERFORM Forecast data - ARPA-E PERFORM Forecast data | ARPA-E PERFORM Forecast data | arn:aws:s3:::arpa-e-perform/ | us-west-2 | S3 Bucket | https://github.com/PERFORM-Forecasts/documentation | https://github.com/openEDI/PERFORM-Forecasts/documentation/issues | [National Renewable Energy Laboratory](https://www.nrel.gov/) | As needed | Creative Commons Attribution 3.0 United States License | aws-pds, energy, environmental, geospatial, model, solar | ||||
15 | ARPA-E PERFORM Forecast data - Forecasts and Actuals for The Electric Reliability Council of Texas (ERCOT) | Forecasts and Actuals for The Electric Reliability Council of Texas (ERCOT) | arn:aws:s3:::arpa-e-perform/ERCOT/ | us-west-2 | S3 Bucket | https://github.com/PERFORM-Forecasts/documentation | https://github.com/openEDI/PERFORM-Forecasts/documentation/issues | [National Renewable Energy Laboratory](https://www.nrel.gov/) | As needed | Creative Commons Attribution 3.0 United States License | aws-pds, energy, environmental, geospatial, model, solar | ||||
16 | ARPA-E PERFORM Forecast data - Forecasts and Actuals for The Midcontinent Independent System Operator (MISO) | Forecasts and Actuals for The Midcontinent Independent System Operator (MISO) | arn:aws:s3:::arpa-e-perform/MISO/ | us-west-2 | S3 Bucket | https://github.com/PERFORM-Forecasts/documentation | https://github.com/openEDI/PERFORM-Forecasts/documentation/issues | [National Renewable Energy Laboratory](https://www.nrel.gov/) | As needed | Creative Commons Attribution 3.0 United States License | aws-pds, energy, environmental, geospatial, model, solar | ||||
17 | ARPA-E PERFORM Forecast data - Forecasts and Actuals for The New York Independent System Operator (NYISO) | Forecasts and Actuals for The New York Independent System Operator (NYISO) | arn:aws:s3:::arpa-e-perform/NYISO/ | us-west-2 | S3 Bucket | https://github.com/PERFORM-Forecasts/documentation | https://github.com/openEDI/PERFORM-Forecasts/documentation/issues | [National Renewable Energy Laboratory](https://www.nrel.gov/) | As needed | Creative Commons Attribution 3.0 United States License | aws-pds, energy, environmental, geospatial, model, solar | ||||
18 | ARPA-E PERFORM Forecast data - Forecasts and Actuals for The Southwest Power Pool (SPP) | Forecasts and Actuals for The Southwest Power Pool (SPP) | arn:aws:s3:::arpa-e-perform/SPP/ | us-west-2 | S3 Bucket | https://github.com/PERFORM-Forecasts/documentation | https://github.com/openEDI/PERFORM-Forecasts/documentation/issues | [National Renewable Energy Laboratory](https://www.nrel.gov/) | As needed | Creative Commons Attribution 3.0 United States License | aws-pds, energy, environmental, geospatial, model, solar | ||||
19 | ASF SAR Data Products for Disaster Events - ASF Event data S3 bucket | ASF Event data S3 bucket | arn:aws:s3:::asf-event-data | us-west-2 | S3 Bucket | https://asf-event-data.s3.us-west-2.amazonaws.com/README.md | https://asf.alaska.edu/asf/contact-us/ | [The Alaska Satellite Facility (ASF)](https://asf.alaska.edu/) | Irregular, in response to disaster events | This data falls under the terms and conditions of the [Creative Commons Zero (CC | aws-pds, disaster response, satellite imagery, geospatial, cog, stac | ['[Browse Bucket](https://asf-event-data.s3.amazonaws.com/index.html)'] | |||
20 | ASF SAR Data Products for Disaster Events - Notifications for new event data | Notifications for new event data | arn:aws:sns:us-west-2:654654592981:asf-event-data-object_created | us-west-2 | SNS Topic | https://asf-event-data.s3.us-west-2.amazonaws.com/README.md | https://asf.alaska.edu/asf/contact-us/ | [The Alaska Satellite Facility (ASF)](https://asf.alaska.edu/) | Irregular, in response to disaster events | This data falls under the terms and conditions of the [Creative Commons Zero (CC | aws-pds, disaster response, satellite imagery, geospatial, cog, stac | ||||
21 | ASTER L1T Cloud-Optimized GeoTIFFs - Imagery and metadata | Imagery and metadata | arn:aws:s3:::aster-l1t | us-west-2 | S3 Bucket | https://github.com/awslabs/open-data-docs/tree/main/docs/aster-l1t | opendata@descarteslabs.com | [Descartes Labs](https://descarteslabs.com/) | Daily | There are no restrictions on the use of data, unless expressly identified prior | aws-pds, earth observation, satellite imagery, geospatial, natural resource, sustainability, mining, cog | False | |||
22 | ASTER L1T Cloud-Optimized GeoTIFFs - New image notifications | New image notifications | arn:aws:sns:us-west-2:526859492376:aster-l1t-object_created | us-west-2 | SNS Topic | https://github.com/awslabs/open-data-docs/tree/main/docs/aster-l1t | opendata@descarteslabs.com | [Descartes Labs](https://descarteslabs.com/) | Daily | There are no restrictions on the use of data, unless expressly identified prior | aws-pds, earth observation, satellite imagery, geospatial, natural resource, sustainability, mining, cog | ||||
23 | Africa Soil Information Service (AfSIS) Soil Chemistry | Paired wet and dry chemistry measurements for georeferenced soilscollected by t | arn:aws:s3:::afsis | us-east-1 | S3 Bucket | https://github.com/qedsoftware/afsis-soil-chem-tutorial | afsis@qed.ai | [QED](https://qed.ai/) | As required | ODC Open Database License ("[ODbL](https://opendatacommons.org/licenses/odbl/sum | agriculture, aws-pds, environmental, food security, machine learning, life sciences | ||||
24 | All-Sky Data | Wide-field Infrared Survey Explorer (WISE) | All-Sky Single-exposure Image Sets: 1,491,686 calibrated 1024x1024 pix @275"/pi | arn:aws:s3:::nasa-irsa-wise/wise/allsky | us-west-2 | S3 Bucket | https://irsa.ipac.caltech.edu/Missions/wise.html | https://irsa.ipac.caltech.edu/docs/help_desk.html | NASA/IPAC Infrared Science Archive ([IRSA](https://irsa.ipac.caltech.edu)) at Ca | The All-Sky Data Release has been finalized and will not be updated. | https://irsa.ipac.caltech.edu/data_use_terms.html | aws-pds, astronomy, imaging, satellite imagery, survey | False | False | ||
25 | AllWISE Data | Wide-field Infrared Survey Explorer (WISE) | The AllWISE Images Atlas includes 18,240 4-band (34, 46, 12, 22 microns) calib | arn:aws:s3:::nasa-irsa-wise/wise/allwise | us-west-2 | S3 Bucket | https://irsa.ipac.caltech.edu/Missions/wise.html | https://irsa.ipac.caltech.edu/docs/help_desk.html | NASA/IPAC Infrared Science Archive ([IRSA](https://irsa.ipac.caltech.edu)) at Ca | The AllWISE Data Release has been finalized and will not be updated. However, th | https://irsa.ipac.caltech.edu/data_use_terms.html | aws-pds, astronomy, imaging, object detection, parquet, satellite imagery, survey | False | False | ||
26 | Amazonia EO satellite on AWS - Amazonia 1 imagery (COG files, quicklooks, metadata) | Amazonia 1 imagery (COG files, quicklooks, metadata) | arn:aws:s3:::brazil-eosats | us-west-2 | S3 Bucket | http://www.inpe.br/amazonia1 | https://lists.osgeo.org/mailman/listinfo/cbers-pds | [Frederico Liporace](https://github.com/fredliporace) | Daily | https://creativecommons.org/licenses/by-sa/3.0/ | aws-pds, agriculture, earth observation, geospatial, imaging, satellite imagery, sustainability, disaster response, stac, cog | ['[STAC V1.0.0 endpoint](https://stac.scitekno.com.br/v100)', '[stacindex](https://stacindex.org/catalogs/cbers)'] | False | ||
27 | Amazonia EO satellite on AWS - Notifications for new quicklooks | Notifications for new quicklooks | arn:aws:sns:us-west-2:599544552497:NewAM1Quicklook | us-west-2 | SNS Topic | http://www.inpe.br/amazonia1 | https://lists.osgeo.org/mailman/listinfo/cbers-pds | [Frederico Liporace](https://github.com/fredliporace) | Daily | https://creativecommons.org/licenses/by-sa/3.0/ | aws-pds, agriculture, earth observation, geospatial, imaging, satellite imagery, sustainability, disaster response, stac, cog | ||||
28 | Amazonia EO satellite on AWS - STAC static catalog | STAC static catalog | arn:aws:s3:::br-eo-stac-1-0-0 | us-west-2 | S3 Bucket | http://www.inpe.br/amazonia1 | https://lists.osgeo.org/mailman/listinfo/cbers-pds | [Frederico Liporace](https://github.com/fredliporace) | Daily | https://creativecommons.org/licenses/by-sa/3.0/ | aws-pds, agriculture, earth observation, geospatial, imaging, satellite imagery, sustainability, disaster response, stac, cog | False | |||
29 | Amazonia EO satellite on AWS - Topic that receives STAC V100 items as new scenes are ingested | Topic that receives STAC V100 items as new scenes are ingested | arn:aws:sns:us-west-2:769537946825:br-eo-stac-prod-stacitemtopic4BCE3141-Z8he7LYjqXFe | us-west-2 | SNS Topic | http://www.inpe.br/amazonia1 | https://lists.osgeo.org/mailman/listinfo/cbers-pds | [Frederico Liporace](https://github.com/fredliporace) | Daily | https://creativecommons.org/licenses/by-sa/3.0/ | aws-pds, agriculture, earth observation, geospatial, imaging, satellite imagery, sustainability, disaster response, stac, cog | ||||
30 | Analysis Ready Sentinel-1 Backscatter Imagery - Sentinel-1 RTC tiled data and metadata in a S3 bucket | Sentinel-1 RTC tiled data and metadata in a S3 bucket | arn:aws:s3:::sentinel-s1-rtc-indigo | us-west-2 | S3 Bucket | https://sentinel-s1-rtc-indigo-docs.s3-us-west-2.amazonaws.com/index.html | For questions regarding data methodology or delivery, contact sentinel1@indigoag | [Indigo Ag, Inc.](https://www.indigoag.com/) | Data updates are paused while we repair the processing pipeline, but the target | The use of these data fall under the terms and conditions of the [Indigo Atlas S | agriculture, aws-pds, disaster response, earth observation, environmental, geospatial, satellite imagery, cog, stac, synthetic aperture radar | ['[STAC V1.0.0 endpoint](https://scottyhq.github.io/sentinel1-rtc-stac/#/)'] | |||
31 | Analysis Ready Sentinel-1 Backscatter Imagery - Simple Notification Service (SNS) topic for notification of new tile uploads | Simple Notification Service (SNS) topic for notification of new tile uploads | arn:aws:sns:us-west-2:410373799403:sentinel-s1-rtc-indigo-object_created | us-west-2 | SNS Topic | https://sentinel-s1-rtc-indigo-docs.s3-us-west-2.amazonaws.com/index.html | For questions regarding data methodology or delivery, contact sentinel1@indigoag | [Indigo Ag, Inc.](https://www.indigoag.com/) | Data updates are paused while we repair the processing pipeline, but the target | The use of these data fall under the terms and conditions of the [Indigo Atlas S | agriculture, aws-pds, disaster response, earth observation, environmental, geospatial, satellite imagery, cog, stac, synthetic aperture radar | ||||
32 | ArcticDEM - ArcticDEM DEM Mosaics | ArcticDEM DEM Mosaics | arn:aws:s3:::pgc-opendata-dems/arcticdem/mosaics/ | us-west-2 | S3 Bucket | https://www.pgc.umn.edu/data/arcticdem/ | pgc-support@umn.edu | [Polar Geospatial Center](https://www.pgc.umn.edu/) | New DEM strips are added twice yearly. Mosaic products are added as soon as the | [Creative Commons Attribution 4.0 International (CC BY 4.0)](https://creativecom | aws-pds, elevation, earth observation, geospatial, mapping, open source software, satellite imagery, cog, stac | ['[Browse Static STAC Catalog](https://polargeospatialcenter.github.io/stac-browser/#/external/pgc-opendata-dems.s3.us-west-2.amazonaws.com/arcticdem/mosaics.json)', '[Dynamic STAC API Endpoint](https://stac.pgc.umn.edu/api/v1/)'] | |||
33 | ArcticDEM - ArcticDEM DEM Strips | ArcticDEM DEM Strips | arn:aws:s3:::pgc-opendata-dems/arcticdem/strips/ | us-west-2 | S3 Bucket | https://www.pgc.umn.edu/data/arcticdem/ | pgc-support@umn.edu | [Polar Geospatial Center](https://www.pgc.umn.edu/) | New DEM strips are added twice yearly. Mosaic products are added as soon as the | [Creative Commons Attribution 4.0 International (CC BY 4.0)](https://creativecom | aws-pds, elevation, earth observation, geospatial, mapping, open source software, satellite imagery, cog, stac | ['[Browse Static STAC Catalog](https://polargeospatialcenter.github.io/stac-browser/#/external/pgc-opendata-dems.s3.us-west-2.amazonaws.com/arcticdem/strips.json)', '[Dynamic STAC API Guide](https://www.pgc.umn.edu/guides/stereo-derived-elevation-models/stac-access-static-and-dynamic-api/)'] | |||
34 | Argoverse | Argoverse | arn:aws:s3:::argoverse | us-east-1 | S3 Bucket | https://argoverse.github.io/user-guide/ | https://github.com/argoverse/av2-api/issues | [Argoverse](https://argoverse.org) | Infrequently | [CC-BY-NC-SA-4.0](https://spdx.org/licenses/CC-BY-NC-SA-4.0.html) | aws-pds, autonomous vehicles, computer vision, lidar, robotics, geospatial | ||||
35 | Astrophysics Division Galaxy Morphology Benchmark Dataset | NASA APD Galaxy Morphology dataset | arn:aws:s3:::nasa-apd-galaxymorph | us-west-2 | S3 Bucket | https://github.com/erinleeryan/nasa_astro_aiml/tree/main/galaxymorphology | Roopesh.Ojha@nasa.gov | [NASA](https://osdr.nasa.gov/) | No updates | There are no restrictions on the use of this data. | aws-pds, astronomy, machine learning, satellite imagery, NASA SMD AI | ||||
36 | Atmospheric Models from Météo-France | Atmospheric Models from Météo-France | arn:aws:s3:::mf-nwp-models | eu-west-1 | S3 Bucket | https://mf-models-on-aws.org | contact@openmeteodata.com | [OpenMeteoData](https://openmeteodata.com) | Every 6 hours | https://mf-models-on-aws.org/en/doc/license | aws-pds, agriculture, climate, disaster response, earth observation, environmental, meteorological, model, weather | ['[Browse Bucket](https://mf-nwp-models.s3.amazonaws.com/index.html)'] | |||
37 | Aurora Multi-Sensor Dataset | Aurora Multi-Sensor Dataset | arn:aws:s3:::pit30m | us-east-1 | S3 Bucket | A third-party development kit authored by Andrei Bârsan of the University of Tor | ams-dataset@aurora.tech | Aurora Operations, Inc. | This dataset is complete. | This data is intended for non-commercial academic use only. It is licensed under | aws-pds, autonomous vehicles, computer vision, lidar, mapping, robotics, transportation, urban, weather, traffic, image processing, machine learning, deep learning | ||||
38 | Blended TROPOMI+GOSAT Satellite Data Product for Atmospheric Methane | Blended TROPOMI+GOSAT netCDF files | arn:aws:s3:::blended-tropomi-gosat-methane | us-west-2 | S3 Bucket | https://github.com/nicholasbalasus/write_blended_files/blob/main/PUM.md | nicholasbalasus@g.harvard.edu | Nicholas Balasus | Monthly | There are no restrictions on the use of this data, but please contact nicholasba | aws-pds, climate, environmental, satellite imagery | ['[Browse Bucket](https://s3-us-west-2.amazonaws.com/blended-tropomi-gosat-methane/index.html)'] | |||
39 | CAM6 Data Assimilation Research Testbed (DART) Reanalysis: Cloud-Optimized Dataset | Project data files | arn:aws:s3:::ncar-dart-cam6 | us-west-2 | S3 Bucket | https://doi.org/10.26024/sprq-2d04 | rdahelp@ucar.edu | [National Center for Atmospheric Research](https://ncar.ucar.edu/) | Rare. Additional variables or years outside of 2011-2019 may be added in the fu | https://www.ucar.edu/terms-of-use/data | atmosphere, land, climate, climate model, data assimilation, forecast, meteorological, weather, geoscience, geospatial, aws-pds, zarr | ||||
40 | CBERS on AWS - CBERS imagery (COG files, quicklooks, metadata) | CBERS imagery (COG files, quicklooks, metadata) | arn:aws:s3:::brazil-eosats | us-west-2 | S3 Bucket | https://github.com/fredliporace/cbers-on-aws | https://lists.osgeo.org/mailman/listinfo/cbers-pds | [Frederico Liporace](https://github.com/fredliporace) | Daily | https://creativecommons.org/licenses/by-sa/3.0/ | aws-pds, agriculture, earth observation, geospatial, imaging, satellite imagery, disaster response, stac, cog | ['[STAC V1.0.0 endpoint](https://stac.scitekno.com.br/v100)', '[stacindex](https://stacindex.org/catalogs/cbers)'] | False | ||
41 | CBERS on AWS - Notifications for new CBERS 4 quicklooks, all sensors | Notifications for new CBERS 4 quicklooks, all sensors | arn:aws:sns:us-west-2:599544552497:NewCB4Quicklook | us-west-2 | SNS Topic | https://github.com/fredliporace/cbers-on-aws | https://lists.osgeo.org/mailman/listinfo/cbers-pds | [Frederico Liporace](https://github.com/fredliporace) | Daily | https://creativecommons.org/licenses/by-sa/3.0/ | aws-pds, agriculture, earth observation, geospatial, imaging, satellite imagery, disaster response, stac, cog | ||||
42 | CBERS on AWS - Notifications for new CBERS 4A quicklooks, all sensors | Notifications for new CBERS 4A quicklooks, all sensors | arn:aws:sns:us-west-2:599544552497:NewCB4AQuicklook | us-west-2 | SNS Topic | https://github.com/fredliporace/cbers-on-aws | https://lists.osgeo.org/mailman/listinfo/cbers-pds | [Frederico Liporace](https://github.com/fredliporace) | Daily | https://creativecommons.org/licenses/by-sa/3.0/ | aws-pds, agriculture, earth observation, geospatial, imaging, satellite imagery, disaster response, stac, cog | ||||
43 | CBERS on AWS - STAC static catalog | STAC static catalog | arn:aws:s3:::br-eo-stac-1-0-0 | us-west-2 | S3 Bucket | https://github.com/fredliporace/cbers-on-aws | https://lists.osgeo.org/mailman/listinfo/cbers-pds | [Frederico Liporace](https://github.com/fredliporace) | Daily | https://creativecommons.org/licenses/by-sa/3.0/ | aws-pds, agriculture, earth observation, geospatial, imaging, satellite imagery, disaster response, stac, cog | False | |||
44 | CBERS on AWS - Topic that receives STAC V100 items as new scenes are ingested | Topic that receives STAC V100 items as new scenes are ingested | arn:aws:sns:us-west-2:769537946825:br-eo-stac-prod-stacitemtopic4BCE3141-Z8he7LYjqXFe | us-west-2 | SNS Topic | https://github.com/fredliporace/cbers-on-aws | https://lists.osgeo.org/mailman/listinfo/cbers-pds | [Frederico Liporace](https://github.com/fredliporace) | Daily | https://creativecommons.org/licenses/by-sa/3.0/ | aws-pds, agriculture, earth observation, geospatial, imaging, satellite imagery, disaster response, stac, cog | ||||
45 | CMAS Data Warehouse - 2016v3 Modeling Platform | 2016v3 Modeling Platform | arn:aws:s3:::2016v3platform | us-east-1 | S3 Bucket | https://dataverse.unc.edu/dataverse/cmascenter | cmas@unc.edu | [CMAS CENTER](https://cmascenter.org/) | New data is added as soon as it is available. | There are no restrictions on the use of this data. US EPA License (https://paste | aws-pds, air quality, meteorological, geospatial, environmental, climate | ['[Browse Bucket](https://2016v3platform.s3.amazonaws.com/index.html)'] | |||
46 | CMAS Data Warehouse - 2018v2 Modeling Platform | 2018v2 Modeling Platform | arn:aws:s3:::2018v2platform | us-east-1 | S3 Bucket | https://dataverse.unc.edu/dataverse/cmascenter | cmas@unc.edu | [CMAS CENTER](https://cmascenter.org/) | New data is added as soon as it is available. | There are no restrictions on the use of this data. US EPA License (https://paste | aws-pds, air quality, meteorological, geospatial, environmental, climate | ['[Browse Bucket](https://2018v2platform.s3.amazonaws.com/index.html)'] | |||
47 | CMAS Data Warehouse - 2019 Modeling Platform | 2019 Modeling Platform | arn:aws:s3:::2019platform | us-east-1 | S3 Bucket | https://dataverse.unc.edu/dataverse/cmascenter | cmas@unc.edu | [CMAS CENTER](https://cmascenter.org/) | New data is added as soon as it is available. | There are no restrictions on the use of this data. US EPA License (https://paste | aws-pds, air quality, meteorological, geospatial, environmental, climate | ['[Browse Bucket](https://2019platform.s3.amazonaws.com/index.html)'] | |||
48 | CMAS Data Warehouse - 2020 Modeling Platform | 2020 Modeling Platform | arn:aws:s3:::2020platform | us-east-1 | S3 Bucket | https://dataverse.unc.edu/dataverse/cmascenter | cmas@unc.edu | [CMAS CENTER](https://cmascenter.org/) | New data is added as soon as it is available. | There are no restrictions on the use of this data. US EPA License (https://paste | aws-pds, air quality, meteorological, geospatial, environmental, climate | ['[Browse Bucket](https://2020platform.s3.amazonaws.com/index.html)'] | |||
49 | CMAS Data Warehouse - AMET Data | AMET Data | arn:aws:s3:::cmas-amet | us-east-1 | S3 Bucket | https://dataverse.unc.edu/dataverse/cmascenter | cmas@unc.edu | [CMAS CENTER](https://cmascenter.org/) | New data is added as soon as it is available. | There are no restrictions on the use of this data. US EPA License (https://paste | aws-pds, air quality, meteorological, geospatial, environmental, climate | ['[Browse Bucket](https://cmas-amet.s3.amazonaws.com/index.html)'] | |||
50 | CMAS Data Warehouse - CMAQ 2018 Modeling Platform | CMAQ 2018 Modeling Platform | arn:aws:s3:::cmas-cmaq-modeling-platform-2018 | us-east-1 | S3 Bucket | https://dataverse.unc.edu/dataverse/cmascenter | cmas@unc.edu | [CMAS CENTER](https://cmascenter.org/) | New data is added as soon as it is available. | There are no restrictions on the use of this data. US EPA License (https://paste | aws-pds, air quality, meteorological, geospatial, environmental, climate | ['[Browse Bucket](https://cmas-cmaq-modeling-platform-2018.s3.amazonaws.com/index.html)'] | |||
51 | CMAS Data Warehouse - CMAQ 2019 Modeling Platform | CMAQ 2019 Modeling Platform | arn:aws:s3:::cmaq-2019-modeling-platform | us-east-1 | S3 Bucket | https://dataverse.unc.edu/dataverse/cmascenter | cmas@unc.edu | [CMAS CENTER](https://cmascenter.org/) | New data is added as soon as it is available. | There are no restrictions on the use of this data. US EPA License (https://paste | aws-pds, air quality, meteorological, geospatial, environmental, climate | ['[Browse Bucket](https://cmaq-2019-modeling-platform.s3.amazonaws.com/readme.html)'] | |||
52 | CMAS Data Warehouse - CMAQ 2021 Modeling Platform | CMAQ 2021 Modeling Platform | arn:aws:s3:::2021platform | us-east-1 | S3 Bucket | https://dataverse.unc.edu/dataverse/cmascenter | cmas@unc.edu | [CMAS CENTER](https://cmascenter.org/) | New data is added as soon as it is available. | There are no restrictions on the use of this data. US EPA License (https://paste | aws-pds, air quality, meteorological, geospatial, environmental, climate | ['[Browse Bucket](https://2021platform.s3.amazonaws.com/readme.html)'] | |||
53 | CMAS Data Warehouse - CMAQ Benchmark Data | CMAQ Benchmark Data | arn:aws:s3:::cmas-cmaq | us-east-1 | S3 Bucket | https://dataverse.unc.edu/dataverse/cmascenter | cmas@unc.edu | [CMAS CENTER](https://cmascenter.org/) | New data is added as soon as it is available. | There are no restrictions on the use of this data. US EPA License (https://paste | aws-pds, air quality, meteorological, geospatial, environmental, climate | ['[Browse Bucket](https://cmas-cmaq.s3.amazonaws.com/index.html)'] | |||
54 | CMAS Data Warehouse - CMAQ CONUS-2 Benchmark Data | CMAQ CONUS-2 Benchmark Data | arn:aws:s3:::cmas-cmaq-conus2-benchmark | us-east-1 | S3 Bucket | https://dataverse.unc.edu/dataverse/cmascenter | cmas@unc.edu | [CMAS CENTER](https://cmascenter.org/) | New data is added as soon as it is available. | There are no restrictions on the use of this data. US EPA License (https://paste | aws-pds, air quality, meteorological, geospatial, environmental, climate | ['[Browse Bucket](https://cmas-cmaq-conus2-benchmark.s3.amazonaws.com/index.html)'] | |||
55 | CMAS Data Warehouse - CMAQ Release Benchmark Data for Easy Download | CMAQ Release Benchmark Data for Easy Download | arn:aws:s3:::cmaq-release-benchmark-data-for-easy-download | us-east-1 | S3 Bucket | https://dataverse.unc.edu/dataverse/cmascenter | cmas@unc.edu | [CMAS CENTER](https://cmascenter.org/) | New data is added as soon as it is available. | There are no restrictions on the use of this data. US EPA License (https://paste | aws-pds, air quality, meteorological, geospatial, environmental, climate | ['[Browse Bucket](https://cmaq-release-benchmark-data-for-easy-download.s3.amazonaws.com/index.html)'] | |||
56 | CMAS Data Warehouse - CMAS WWLLN Lightning Data | CMAS WWLLN Lightning Data | arn:aws:s3:::cmas-wwlln-lightning | us-east-1 | S3 Bucket | https://dataverse.unc.edu/dataverse/cmascenter | cmas@unc.edu | [CMAS CENTER](https://cmascenter.org/) | New data is added as soon as it is available. | There are no restrictions on the use of this data. US EPA License (https://paste | aws-pds, air quality, meteorological, geospatial, environmental, climate | ['[Browse Bucket](https://cmas-wwlln-lightning.s3.amazonaws.com/index.html)'] | |||
57 | CMAS Data Warehouse - EQUATES EPA’s Air QUAlity TimE Series Project Data | EQUATES EPA’s Air QUAlity TimE Series Project Data | arn:aws:s3:::cmas-equates | us-east-1 | S3 Bucket | https://dataverse.unc.edu/dataverse/cmascenter | cmas@unc.edu | [CMAS CENTER](https://cmascenter.org/) | New data is added as soon as it is available. | There are no restrictions on the use of this data. US EPA License (https://paste | aws-pds, air quality, meteorological, geospatial, environmental, climate | ['[Browse Bucket](https://cmas-equates.s3.amazonaws.com/index.html)'] | |||
58 | CMAS Data Warehouse - MPAS-CMAQ Input Data | MPAS-CMAQ Input Data | arn:aws:s3:::mpas-cmaq | us-east-1 | S3 Bucket | https://dataverse.unc.edu/dataverse/cmascenter | cmas@unc.edu | [CMAS CENTER](https://cmascenter.org/) | New data is added as soon as it is available. | There are no restrictions on the use of this data. US EPA License (https://paste | aws-pds, air quality, meteorological, geospatial, environmental, climate | ['[Browse Bucket](https://mpas-cmaq.s3.amazonaws.com/index.html)'] | |||
59 | CMAS Data Warehouse - SMOKE 2016 Modeling Platform | SMOKE 2016 Modeling Platform | arn:aws:s3:::cmas-smoke-modeling-platform-2016 | us-east-1 | S3 Bucket | https://dataverse.unc.edu/dataverse/cmascenter | cmas@unc.edu | [CMAS CENTER](https://cmascenter.org/) | New data is added as soon as it is available. | There are no restrictions on the use of this data. US EPA License (https://paste | aws-pds, air quality, meteorological, geospatial, environmental, climate | ['[Browse Bucket](https://cmas-smoke-modeling-platform-2016.s3.amazonaws.com/index.html)'] | |||
60 | CMAS Data Warehouse - SMOKE Test Case | SMOKE Test Case | arn:aws:s3:::cmas-smoke-testcase | us-east-1 | S3 Bucket | https://dataverse.unc.edu/dataverse/cmascenter | cmas@unc.edu | [CMAS CENTER](https://cmascenter.org/) | New data is added as soon as it is available. | There are no restrictions on the use of this data. US EPA License (https://paste | aws-pds, air quality, meteorological, geospatial, environmental, climate | ['[Browse Bucket](https://cmas-smoke-testcase.s3.amazonaws.com/index.html)'] | |||
61 | CMIP6 GCMs downscaled using WRF | WRF output files | arn:aws:s3:::wrf-cmip6-noversioning | us-west-2 | S3 Bucket | https://dept.atmos.ucla.edu/alexhall/downscaling-cmip6 | srahimi@uwyo.edu, leih@ucla.edu | [UCLA Center for Climate Science](https://dept.atmos.ucla.edu/) | New downscaled results are uploaded as soon as they become available | Creative Commons Attribution 4.0 International License | aws-pds, agriculture, atmosphere, climate, earth observation, environmental, model, oceans, simulations, weather | ['[Browse Bucket](https://wrf-cmip6-noversioning.s3.amazonaws.com/index.html)'] | |||
62 | CRC-SAS/SISSA historical seasonal and subseasonal forecast database | CRC-SAS/SISSA Retrospective Daily forecast database | arn:aws:s3:::sissa-forecast-database | us-west-2 | S3 Bucket | General information, tutorials and examples, contact us atl sissa-aws@smn.gob.ar | For any questions regarding the data set or any general questions, you can conta | [SISSA](https://sissa.crc-sas.org/) | Static database from 2000-2019 without correction and 2010-2019 with correction. | [Creative Commons Attribution 2.5 Argentina License](https://creativecommons.org | aws-pds, earth observation, natural resource, weather, forecast, meteorological, agriculture, hydrology | ['[Browse Bucket](https://s3-us-west-2.amazonaws.com/sissa-forecast-database/index.html)'] | |||
63 | Canopy Tree Height Map for the Amazon Forest (mean height composite 2020-2024) by CTrees.org | Cloud-optimized GeoTIFF files with names corresponding to the tiling system of t | arn:aws:s3:::ctrees-amazon-canopy-height | us-west-2 | S3 Bucket | [Project overview](https://ctrees.org/products/tree-level) | info@ctrees.org | [CTrees](https://ctrees.org/) | TBD | https://creativecommons.org/licenses/by/4.0/ | aws-pds, cog, earth observation, land cover, deep learning, lidar, satellite imagery, image processing, environmental, conservation, geospatial | ['[Browse CTrees Bucket](https://ctrees-amazon-canopy-height.s3.us-west-2.amazonaws.com/index.html)'] | |||
64 | Capella Space Synthetic Aperture Radar (SAR) Open Dataset - Capella Space Open Data in COG format | Capella Space Open Data in COG format | arn:aws:s3:::capella-open-data/data/ | us-west-2 | S3 Bucket | Documentation is available under [support.capellaspace.com](https://support.cape | opendata@capellaspace.com | [Capella Space](https://www.capellaspace.com/) | New data is added quarterly. | [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) | aws-pds, cog, stac, earth observation, satellite imagery, geospatial, image processing, computer vision, synthetic aperture radar | ['[STAC Catalog](https://capella-open-data.s3.us-west-2.amazonaws.com/stac/catalog.json)', '[STAC Browser](https://radiantearth.github.io/stac-browser/#/external/capella-open-data.s3.us-west-2.amazonaws.com/stac/catalog.json)'] | False | ||
65 | Capella Space Synthetic Aperture Radar (SAR) Open Dataset - Capella Space Open Data in TileDB format | Capella Space Open Data in TileDB format | arn:aws:s3:::capella-open-data/data/tiledb/ | us-west-2 | S3 Bucket | Documentation is available under [support.capellaspace.com](https://support.cape | opendata@capellaspace.com | [Capella Space](https://www.capellaspace.com/) | New data is added quarterly. | [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) | aws-pds, cog, stac, earth observation, satellite imagery, geospatial, image processing, computer vision, synthetic aperture radar | False | |||
66 | Central Weather Administration OpenData | CWA data lake | arn:aws:s3:::cwaopendata | ap-northeast-1 | S3 Bucket | https://opendata.cwa.gov.tw/devManual/insrtuction | od@cwa.gov.tw | [Central Weather Administration](https://www.cwa.gov.tw/) | Data is updated as soon as newer one is available. | http://data.gov.tw/license | aws-pds, climate, earth observation, earthquakes, satellite imagery, weather | ||||
67 | Central Weather Bureau OpenData | CWB data lake | arn:aws:s3:::cwbopendata | ap-northeast-1 | S3 Bucket | https://opendata.cwb.gov.tw/devManual/insrtuction | od@cwb.gov.tw | [Central Weather Bureau](https://www.cwb.gov.tw/) | Data is updated as soon as newer one is available. | http://data.gov.tw/license | aws-pds, climate, earth observation, earthquakes, satellite imagery, weather | ||||
68 | Chalmers Cloud Ice Climatology | CCIC total ice water path and 2D cloud probability in Zarr format | arn:aws:s3:::chalmerscloudiceclimatology | us-west-2 | S3 Bucket | https://ccic.readthedocs.io | https://github.com/see-geo/ccic | [Geoscience and Remote Sensing at Chalmers University of Technology](https://www | Quarterly | [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) | atmosphere, aws-pds, climate, deep learning, environmental, exploration, geophysics, geoscience, geospatial, global, ice, planetary, satellite imagery, zarr | ['[Browse Bucket](https://chalmerscloudiceclimatology.s3.amazonaws.com/index.html)'] | |||
69 | CitrusFarm Dataset | CitrusFarm Dataset sequences | arn:aws:s3:::ucr-robotics/citrus-farm-dataset | us-west-2 | S3 Bucket | https://ucr-robotics.github.io/Citrus-Farm-Dataset/ | Hanzhe Teng (hteng007@ucr.edu), Konstantinos Karydis (kkarydis@ece.ucr.edu) | [Autonomous Robots and Control Systems Lab](https://sites.google.com/view/arcs-l | NA | Creative Commons Attribution-ShareAlike 4.0 International (CC BY-SA 4.0). | aws-pds, robotics, computer vision, agriculture, localization, mapping, lidar, IMU | ||||
70 | Cloud Indexes for Bowtie, Kraken, HISAT, and Centrifuge | This bucket contains genomic indexes for Bowtie, Kraken, HISAT, and Centrifuge | arn:aws:s3:::genome-idx | us-east-1 | S3 Bucket | https://benlangmead.github.io/aws-indexes/ | https://github.com/BenLangmead/aws-indexes/issues | Langmead Lab at Johns Hopkins University & Kim Lab at University of Texas Southw | As new data becomes available; roughly quarterly | Public Domain | aws-pds, genomic, bioinformatics, biology, whole genome sequencing, medicine, reference index, mapping, life sciences | ||||
71 | Cloud to Street - Microsoft Flood and Clouds Dataset | Flood and Cloud Training Dataset | arn:aws:s3:::radiant-mlhub/c2smsfloods | us-west-2 | S3 Bucket | https://www.drivendata.org/competitions/81/detect-flood-water/ | support@cloudtostreet.info | [Radiant Earth Foundation](https://radiant.earth/) | Not updated | CC-BY-4.0 https://creativecommons.org/licenses/by/4.0/ | aws-pds, computer vision, deep learning, machine learning, floods, geospatial, earth observation, satellite imagery, cog, synthetic aperture radar | ||||
72 | Co-Produced Climate Data to Support California's Resilience Investments | Data catalog | arn:aws:s3:::cadcat | us-west-2 | S3 Bucket | https://analytics.cal-adapt.org/data/ | analytics@cal-adapt.org | Cal-Adapt Analytics Engine https://analytics.cal-adapt.org/ | Infrequent, Irregular | Varies, see dataset specific metadata | atmosphere, aws-pds, climate, climate model, earth observation, geoscience, geospatial, meteorological, simulations, weather, zarr | ['[Browse Bucket](https://cadcat.s3.amazonaws.com/index.html)', '[Data Catalog](https://cadcat.s3.amazonaws.com/cae-collection.csv)'] | |||
73 | Collection of open nation-scale LiDAR datasets | Open LiDAR datasets | arn:aws:s3:::open-lidar-data | eu-central-1 | S3 Bucket | https://github.com/flai-ai/open-lidar-data | info@flai.ai | [Flai](https://flai.ai/) | When new open dataset is published. | The exact version of the licence depends on LiDAR dataset and is not the same fo | aws-pds, lidar, earth observation, geoscience, geospatial, land cover, mapping, survey | ||||
74 | Community Earth System Model Large Ensemble (CESM LENS) | Project data files | arn:aws:s3:::ncar-cesm-lens | us-west-2 | S3 Bucket | https://doi.org/10.26024/wt24-5j82 | rdahelp@ucar.edu | [National Center for Atmospheric Research](https://ncar.ucar.edu/) | Rare. The LENS experiment is complete, but we may occasionally copy additional f | https://www.ucar.edu/terms-of-use/data | climate, model, climate model, atmosphere, oceans, land, ice, geospatial, aws-pds, sustainability, zarr | ||||
75 | Community Earth System Model v2 ARISE (CESM2 ARISE) | Project data files | arn:aws:s3:::ncar-cesm2-arise | us-east-2 | S3 Bucket | (https://github.com/NCAR/CESM2-ARISE) | opendata-aws-arise@ucar.edu | [National Center for Atmospheric Research](https://ncar.ucar.edu/) | Rare once complete (August 2022) | https://www.ucar.edu/terms-of-use/data | climate, model, climate model, atmosphere, oceans, land, ice, geospatial, aws-pds, sustainability | ['[Browse Bucket](https://ncar-cesm2-arise.s3.amazonaws.com/index.html)'] | |||
76 | Community Earth System Model v2 Large Ensemble (CESM2 LENS) | Project data files | arn:aws:s3:::ncar-cesm2-lens | us-west-2 | S3 Bucket | https://doi.org/10.26024/y48t-q717 | rdahelp@ucar.edu | [National Center for Atmospheric Research](https://ncar.ucar.edu/) | Rare. The LENS experiment is complete, but we may occasionally copy additional f | https://www.ucar.edu/terms-of-use/data | climate, model, climate model, atmosphere, oceans, land, ice, geospatial, aws-pds, sustainability, zarr | ||||
77 | Copernicus Digital Elevation Model (DEM) - GLO-30 Public in S3 bucket The list of tiles covering specific countries that a | GLO-30 Public in S3 bucket The list of tiles covering specific countries that a | arn:aws:s3:::copernicus-dem-30m | eu-central-1 | S3 Bucket | https://copernicus-dem-30m.s3.amazonaws.com/readme.html | https://forum.sentinel-hub.com/c/aws-copdem/28 | [Sinergise](https://www.sinergise.com/) | None, except GLO-30 Public can be updated if the public tile list changes. | GLO-30 Public and GLO-90 are available on a free basis for the general public un | aws-pds, agriculture, elevation, earth observation, satellite imagery, geospatial, disaster response, cog | ['[STAC V1.0.0 endpoint](https://copernicus-dem-30m-stac.s3.amazonaws.com/)'] | |||
78 | Copernicus Digital Elevation Model (DEM) - GLO-90 in S3 bucket | GLO-90 in S3 bucket | arn:aws:s3:::copernicus-dem-90m | eu-central-1 | S3 Bucket | https://copernicus-dem-30m.s3.amazonaws.com/readme.html | https://forum.sentinel-hub.com/c/aws-copdem/28 | [Sinergise](https://www.sinergise.com/) | None, except GLO-30 Public can be updated if the public tile list changes. | GLO-30 Public and GLO-90 are available on a free basis for the general public un | aws-pds, agriculture, elevation, earth observation, satellite imagery, geospatial, disaster response, cog | ['[STAC V1.0.0 endpoint](https://copernicus-dem-90m-stac.s3.amazonaws.com/)'] | |||
79 | Coupled Model Intercomparison Project 6 - Netcdf formatted data managed by the Earth System Grid Federation | Netcdf formatted data managed by the Earth System Grid Federation | arn:aws:s3:::esgf-world | us-east-2 | S3 Bucket | https://pangeo-data.github.io/pangeo-cmip6-cloud/, https://www.wcrp-climate.org/ | If you have any feedback on the CMIP6 data available on AWS please email sustain | ESGF and Pangeo | Core CMIP6 datasets are added as soon as they are available. | See [docs] (https://pangeo-data.github.io/pangeo-cmip6-cloud/licensing_citation. | aws-pds, agriculture, atmosphere, climate, earth observation, environmental, model, oceans, simulations, weather | ['[Browse Bucket](https://esgf-world.s3.amazonaws.com/index.html)', '[Data Catalog](https://cmip6-nc.s3.amazonaws.com/esgf-world.csv.gz)'] | |||
80 | Coupled Model Intercomparison Project 6 - Zarr formatted data | Zarr formatted data | arn:aws:s3:::cmip6-pds | us-west-2 | S3 Bucket | https://pangeo-data.github.io/pangeo-cmip6-cloud/, https://www.wcrp-climate.org/ | If you have any feedback on the CMIP6 data available on AWS please email sustain | ESGF and Pangeo | Core CMIP6 datasets are added as soon as they are available. | See [docs] (https://pangeo-data.github.io/pangeo-cmip6-cloud/licensing_citation. | aws-pds, agriculture, atmosphere, climate, earth observation, environmental, model, oceans, simulations, weather | ['[Browse Bucket](https://cmip6-pds.s3.amazonaws.com/index.html#CMIP6/)', '[Data Catalog](https://cmip6-pds.s3.amazonaws.com/pangeo-cmip6.csv)'] | |||
81 | Coupled Model Intercomparison Project Phase 5 (CMIP5) University of Wisconsin-Madison Probabilistic Downscaling Dataset | Data files | arn:aws:s3:::noaa-nws-uwpd-cmip5-pds | us-east-1 | S3 Bucket | http://djlorenz.github.io/downscaling2/main.html | For questions about data development, quality and content, please contact Dr. Da | [NOAA](http://www.noaa.gov/) | Periodically, as new data becomes available or when corrections are implemented. | NOAA data disseminated through NODD are open to the public and can be used as de | aws-pds, climate, coastal, disaster response, environmental, meteorological, sustainability, oceans, water, weather | ['[Browse Bucket](https://noaa-nws-uwpd-cmip5-pds.s3.amazonaws.com/index.html)'] | |||
82 | Crowdsourced Bathymetry - Crowdsourced bathymetry data | Crowdsourced bathymetry data | arn:aws:s3:::noaa-dcdb-bathymetry-pds | us-east-1 | S3 Bucket | https://noaa-dcdb-bathymetry-pds.s3.amazonaws.com/docs/readme.html | mb.info@noaa.gov | [NOAA](http://www.noaa.gov/) | New data is added once a week. | NOAA data disseminated through NODD are open to the public and can be used as de | aws-pds, earth observation, oceans | ['[Browse Bucket](https://noaa-dcdb-bathymetry-pds.s3.amazonaws.com/index.html)'] | |||
83 | Crowdsourced Bathymetry - Notifications for CSB data | Notifications for CSB data | arn:aws:sns:us-east-1:709902155096:NewDCDBBathymetryObject | us-east-1 | SNS Topic | https://noaa-dcdb-bathymetry-pds.s3.amazonaws.com/docs/readme.html | mb.info@noaa.gov | [NOAA](http://www.noaa.gov/) | New data is added once a week. | NOAA data disseminated through NODD are open to the public and can be used as de | aws-pds, earth observation, oceans | ||||
84 | DE Africa Waterbodies Monitoring Service | DE Africa Waterbodies | arn:aws:s3:::deafrica-services/waterbodies | af-south-1 | S3 Bucket | https://docs.digitalearthafrica.org/en/latest/data_specs/Waterbodies_specs.html | helpdesk@digitalearthafrica.org | [Digital Earth Africa](https://www.digitalearthafrica.org/) | Single historical extent derived from the full temporal range. | DE Africa makes this data available under the Creative Commons Attribute 4.0 lic | aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, water, deafrica, stac, cog | ['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/waterbodies)'] | False | ||
85 | DOE's Water Power Technology Office's (WPTO) US Wave dataset - 32 Year Wave Hindcast (1979-2010) for the Atlantic Coast of the United States at | 32 Year Wave Hindcast (1979-2010) for the Atlantic Coast of the United States at | arn:aws:s3:::wpto-pds-us-wave/v1.0.0/Atlantic/ | us-west-2 | S3 Bucket | https://github.com/openEDI/documentation/blob/master/US_Wave.md | Levi.Kilcher@nrel.gov | [National Renewable Energy Laboratory](https://www.nrel.gov/) | As needed | https://github.com/openEDI/documentation/blob/master/US_Wave.md | aws-pds, earth observation, energy, geospatial, meteorological, water | ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=wpto-pds-us-wave&prefix=v1.0.0%2FAtlantic%2F)'] | |||
86 | DOE's Water Power Technology Office's (WPTO) US Wave dataset - 32 Year Wave Hindcast (1979-2010) for the Pacific Ocean around US state of Hawai | 32 Year Wave Hindcast (1979-2010) for the Pacific Ocean around US state of Hawai | arn:aws:s3:::wpto-pds-us-wave/v1.0.0/Hawaii/ | us-west-2 | S3 Bucket | https://github.com/openEDI/documentation/blob/master/US_Wave.md | Levi.Kilcher@nrel.gov | [National Renewable Energy Laboratory](https://www.nrel.gov/) | As needed | https://github.com/openEDI/documentation/blob/master/US_Wave.md | aws-pds, earth observation, energy, geospatial, meteorological, water | ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=wpto-pds-us-wave&prefix=v1.0.0%2FHawaii%2F)'] | |||
87 | DOE's Water Power Technology Office's (WPTO) US Wave dataset - 32 Year Wave Hindcast (1979-2010) for the West Coast of the United States at 3-h | 32 Year Wave Hindcast (1979-2010) for the West Coast of the United States at 3-h | arn:aws:s3:::wpto-pds-us-wave/v1.0.0/West_Coast/ | us-west-2 | S3 Bucket | https://github.com/openEDI/documentation/blob/master/US_Wave.md | Levi.Kilcher@nrel.gov | [National Renewable Energy Laboratory](https://www.nrel.gov/) | As needed | https://github.com/openEDI/documentation/blob/master/US_Wave.md | aws-pds, earth observation, energy, geospatial, meteorological, water | ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=wpto-pds-us-wave&prefix=v1.0.0%2FWest_Coast%2F)'] | |||
88 | DOE's Water Power Technology Office's (WPTO) US Wave dataset - 32 Year Wave Hindcast (1979-2010) from select virtual buoys along the Atlantic C | 32 Year Wave Hindcast (1979-2010) from select virtual buoys along the Atlantic C | arn:aws:s3:::wpto-pds-us-wave/v1.0.0/virtual_buoy/Atlantic/ | us-west-2 | S3 Bucket | https://github.com/openEDI/documentation/blob/master/US_Wave.md | Levi.Kilcher@nrel.gov | [National Renewable Energy Laboratory](https://www.nrel.gov/) | As needed | https://github.com/openEDI/documentation/blob/master/US_Wave.md | aws-pds, earth observation, energy, geospatial, meteorological, water | ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=wpto-pds-us-wave&prefix=v1.0.0%2Fvirtual_buoy%2FAtlantic%2F)'] | |||
89 | DOE's Water Power Technology Office's (WPTO) US Wave dataset - 32 Year Wave Hindcast (1979-2010) from select virtual buoys along the West Coast | 32 Year Wave Hindcast (1979-2010) from select virtual buoys along the West Coast | arn:aws:s3:::wpto-pds-us-wave/v1.0.0/virtual_buoy/West_Coast/ | us-west-2 | S3 Bucket | https://github.com/openEDI/documentation/blob/master/US_Wave.md | Levi.Kilcher@nrel.gov | [National Renewable Energy Laboratory](https://www.nrel.gov/) | As needed | https://github.com/openEDI/documentation/blob/master/US_Wave.md | aws-pds, earth observation, energy, geospatial, meteorological, water | ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=wpto-pds-us-wave&prefix=v1.0.0%2Fvirtual_buoy%2FWest_Coast%2F)'] | |||
90 | DOE's Water Power Technology Office's (WPTO) US Wave dataset - DOE's Water Power Technology Office's Wave Hindcast datasets | DOE's Water Power Technology Office's Wave Hindcast datasets | arn:aws:s3:::wpto-pds-us-wave/ | us-west-2 | S3 Bucket | https://github.com/openEDI/documentation/blob/master/US_Wave.md | Levi.Kilcher@nrel.gov | [National Renewable Energy Laboratory](https://www.nrel.gov/) | As needed | https://github.com/openEDI/documentation/blob/master/US_Wave.md | aws-pds, earth observation, energy, geospatial, meteorological, water | ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=wpto-pds-us-wave)'] | |||
91 | DOE's Water Power Technology Office's (WPTO) US Wave dataset - HSDS US Virtual Buoy domains | HSDS US Virtual Buoy domains | arn:aws:s3:::nrel-pds-hsds/nrel/US_wave/virtual_buoy/ | us-west-2 | S3 Bucket | https://github.com/openEDI/documentation/blob/master/US_Wave.md | Levi.Kilcher@nrel.gov | [National Renewable Energy Laboratory](https://www.nrel.gov/) | As needed | https://github.com/openEDI/documentation/blob/master/US_Wave.md | aws-pds, earth observation, energy, geospatial, meteorological, water | ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-hsds&prefix=nrel%2FUS_wave%2Fvirtual_buoy%2F)'] | |||
92 | DOE's Water Power Technology Office's (WPTO) US Wave dataset - HSDS US Wave domains | HSDS US Wave domains | arn:aws:s3:::nrel-pds-hsds/nrel/US_wave/ | us-west-2 | S3 Bucket | https://github.com/openEDI/documentation/blob/master/US_Wave.md | Levi.Kilcher@nrel.gov | [National Renewable Energy Laboratory](https://www.nrel.gov/) | As needed | https://github.com/openEDI/documentation/blob/master/US_Wave.md | aws-pds, earth observation, energy, geospatial, meteorological, water | ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-hsds&prefix=nrel%2FUS_wave%2F)'] | |||
93 | DOE's Water Power Technology Office's (WPTO) US Wave dataset - Updated version of 32 Year Wave Hindcast (1979-2010) for the Atlantic Coast of t | Updated version of 32 Year Wave Hindcast (1979-2010) for the Atlantic Coast of t | arn:aws:s3:::wpto-pds-us-wave/v1.0.1/Atlantic/ | us-west-2 | S3 Bucket | https://github.com/openEDI/documentation/blob/master/US_Wave.md | Levi.Kilcher@nrel.gov | [National Renewable Energy Laboratory](https://www.nrel.gov/) | As needed | https://github.com/openEDI/documentation/blob/master/US_Wave.md | aws-pds, earth observation, energy, geospatial, meteorological, water | ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=wpto-pds-us-wave&prefix=v1.0.1%2FAtlantic%2F)'] | |||
94 | Danish Meteorological Institute (DMI) Open Data Forecasts | DMI's Open Data Forecasts | arn:aws:s3:::dmi-opendata | eu-north-1 | S3 Bucket | https://opendatadocs.dmi.govcloud.dk/en/Data/Forecast_Data | https://opendatadocs.dmi.govcloud.dk/en/API_Status_and_Contact | [Danish Meteorological Institute](https://www.dmi.dk/) | Every hour, 3 hours or 6 hours depending on model | DMI's Open Data are distributed under the [Creative Commons License CC BY 4.0](h | aws-pds, air temperature, atmosphere, forecast, meteorological, near-surface air temperature, near-surface relative humidity, near-surface specific humidity, model, ocean circulation, ocean currents, ocean velocity, ocean sea surface height, ocean simulation, oceans, time series forecasting, weather | ['[Explore dataset](https://dmi-opendata.s3.eu-north-1.amazonaws.com/index.html)'] | |||
95 | Daylight Map Distribution of OpenStreetMap - Daylight Earth Table (Parquet) | Daylight Earth Table (Parquet) | arn:aws:s3:::daylight-openstreetmap/earth | us-west-2 | S3 Bucket | [Project Website](https://daylightmap.org) | osm@fb.com | [Meta](https://dataforgood.fb.com/) | Quarterly | [Open Database License (ODbL)](https://opendatacommons.org/licenses/odbl/1-0/) | geospatial, osm, mapping, disaster response, aws-pds | ||||
96 | Daylight Map Distribution of OpenStreetMap - Daylight OSM Elements (Parquet) | Daylight OSM Elements (Parquet) | arn:aws:s3:::daylight-openstreetmap/parquet/osm_elements | us-west-2 | S3 Bucket | [Project Website](https://daylightmap.org) | osm@fb.com | [Meta](https://dataforgood.fb.com/) | Quarterly | [Open Database License (ODbL)](https://opendatacommons.org/licenses/odbl/1-0/) | geospatial, osm, mapping, disaster response, aws-pds | ||||
97 | Daylight Map Distribution of OpenStreetMap - Daylight OSM Features (Parquet) | Daylight OSM Features (Parquet) | arn:aws:s3:::daylight-openstreetmap/parquet/osm_features | us-west-2 | S3 Bucket | [Project Website](https://daylightmap.org) | osm@fb.com | [Meta](https://dataforgood.fb.com/) | Quarterly | [Open Database License (ODbL)](https://opendatacommons.org/licenses/odbl/1-0/) | geospatial, osm, mapping, disaster response, aws-pds | ||||
98 | Daylight Map Distribution of OpenStreetMap - Daylight OSM PBF Files | Daylight OSM PBF Files | arn:aws:s3:::daylight-map-distribution/release/ | us-west-1 | S3 Bucket | [Project Website](https://daylightmap.org) | osm@fb.com | [Meta](https://dataforgood.fb.com/) | Quarterly | [Open Database License (ODbL)](https://opendatacommons.org/licenses/odbl/1-0/) | geospatial, osm, mapping, disaster response, aws-pds | ||||
99 | Daylight Map Distribution of OpenStreetMap - New OSM PBF Notification | New OSM PBF Notification | arn:aws:sns:us-west-1:632571768781:Daylight | us-west-1 | SNS Topic | [Project Website](https://daylightmap.org) | osm@fb.com | [Meta](https://dataforgood.fb.com/) | Quarterly | [Open Database License (ODbL)](https://opendatacommons.org/licenses/odbl/1-0/) | geospatial, osm, mapping, disaster response, aws-pds | ||||
100 | Daylight Map Distribution of OpenStreetMap - New Parquet File Notification | New Parquet File Notification | arn:aws:sns:us-west-2:632571768781:Analysis_Ready_Daylight | us-west-2 | SNS Topic | [Project Website](https://daylightmap.org) | osm@fb.com | [Meta](https://dataforgood.fb.com/) | Quarterly | [Open Database License (ODbL)](https://opendatacommons.org/licenses/odbl/1-0/) | geospatial, osm, mapping, disaster response, aws-pds | ||||
101 | Defense Meteorology Satellite Program (DMSP) Auroral Particle Flux | DMSP Auroral Particle Flux | arn:aws:s3:::dmspssj | us-west-2 | S3 Bucket | https://github.com/awslabs/open-data-docs/tree/main/docs/dmspssj | delores.knipp@colorado.edu | Space Weather Technology, Research and Education Center (TREC) at University of | Infrequent | This data is in the '[public domain](https://creativecommons.org/publicdomain/ze | aws-pds, solar, space weather, geospatial, earth observation | ||||
102 | Demand-Side Grid (dsgrid) Toolkit - Demand-Side Grid Model (dsgrid) Data from the Electrification Futures Project (E | Demand-Side Grid Model (dsgrid) Data from the Electrification Futures Project (E | arn:aws:s3:::oedi-data-lake/dsgrid-2018-efs/ | us-west-2 | S3 Bucket | https://www.nrel.gov/analysis/dsgrid.html | elaine.hale@nrel.gov | [National Renewable Energy Laboratory](https://www.nrel.gov/) | Annually | Creative Commons Attribution 4.0 United States License | data assimilation, electricity, energy, energy modeling, meteorological, transportation, industrial, solar | ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=dsgrid-2018-efs%2F)'] | |||
103 | Demand-Side Grid (dsgrid) Toolkit - Demand-side grid (dsgrid) Toolkit Datasets | Demand-side grid (dsgrid) Toolkit Datasets | arn:aws:s3:::nrel-pds-dsgrid/ | us-west-2 | S3 Bucket | https://www.nrel.gov/analysis/dsgrid.html | elaine.hale@nrel.gov | [National Renewable Energy Laboratory](https://www.nrel.gov/) | Annually | Creative Commons Attribution 4.0 United States License | data assimilation, electricity, energy, energy modeling, meteorological, transportation, industrial, solar | ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-dsgrid%2F)'] | |||
104 | Demand-Side Grid (dsgrid) Toolkit - Transportation Energy & Mobility Pathway Options (TEMPO) Model Datasets | Transportation Energy & Mobility Pathway Options (TEMPO) Model Datasets | arn:aws:s3:::nrel-pds-dsgrid/tempo/ | us-west-2 | S3 Bucket | https://www.nrel.gov/analysis/dsgrid.html | elaine.hale@nrel.gov | [National Renewable Energy Laboratory](https://www.nrel.gov/) | Annually | Creative Commons Attribution 4.0 United States License | data assimilation, electricity, energy, energy modeling, meteorological, transportation, industrial, solar | ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=nrel-pds-dsgrid&prefix=tempo%2F)'] | |||
105 | Department of Energy's Open Energy Data Initiative (OEDI) - AlphaBuilding - Synthetic Buildings Operation Dataset | AlphaBuilding - Synthetic Buildings Operation Dataset | arn:aws:s3:::oedi-data-lake/building_synthetic_dataset/ | us-west-2 | S3 Bucket | https://github.com/openEDI/documentation/ | https://github.com/openEDI/documentation/issues | [National Renewable Energy Laboratory](https://www.nrel.gov/) | As needed | Creative Commons Attribution 3.0 United States License | aws-pds, energy, environmental, geospatial, model, solar, lidar | ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=building_synthetic_dataset%2F)'] | |||
106 | Department of Energy's Open Energy Data Initiative (OEDI) - BUTTER - Empirical Deep Learning Dataset | BUTTER - Empirical Deep Learning Dataset | arn:aws:s3:::oedi-data-lake/butter/ | us-west-2 | S3 Bucket | https://github.com/openEDI/documentation/ | https://github.com/openEDI/documentation/issues | [National Renewable Energy Laboratory](https://www.nrel.gov/) | As needed | Creative Commons Attribution 3.0 United States License | aws-pds, energy, environmental, geospatial, model, solar, lidar | ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=butter%2F)'] | |||
107 | Department of Energy's Open Energy Data Initiative (OEDI) - BuildingsBench: A Large-Scale Dataset of 900K Buildings and Benchmark for Short- | BuildingsBench: A Large-Scale Dataset of 900K Buildings and Benchmark for Short- | arn:aws:s3:::oedi-data-lake/buildings-bench/ | us-west-2 | S3 Bucket | https://github.com/openEDI/documentation/ | https://github.com/openEDI/documentation/issues | [National Renewable Energy Laboratory](https://www.nrel.gov/) | As needed | Creative Commons Attribution 3.0 United States License | aws-pds, energy, environmental, geospatial, model, solar, lidar | ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=buildings-bench)'] | |||
108 | Department of Energy's Open Energy Data Initiative (OEDI) - Data Catalog of the Open Energy Data Initiative (OEDI) | Data Catalog of the Open Energy Data Initiative (OEDI) | arn:aws:s3:::oedi-data-lake/ | us-west-2 | S3 Bucket | https://github.com/openEDI/documentation/ | https://github.com/openEDI/documentation/issues | [National Renewable Energy Laboratory](https://www.nrel.gov/) | As needed | Creative Commons Attribution 3.0 United States License | aws-pds, energy, environmental, geospatial, model, solar, lidar | ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake)'] | |||
109 | Department of Energy's Open Energy Data Initiative (OEDI) - Demand-Side Grid Model (dsgrid) Data from the Electrification Futures Project (E | Demand-Side Grid Model (dsgrid) Data from the Electrification Futures Project (E | arn:aws:s3:::oedi-data-lake/dsgrid-2018-efs/ | us-west-2 | S3 Bucket | https://github.com/openEDI/documentation/ | https://github.com/openEDI/documentation/issues | [National Renewable Energy Laboratory](https://www.nrel.gov/) | As needed | Creative Commons Attribution 3.0 United States License | aws-pds, energy, environmental, geospatial, model, solar, lidar | ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=dsgrid-2018-efs%2F)'] | |||
110 | Department of Energy's Open Energy Data Initiative (OEDI) - Distributed Generation Market Demand (dGen) model | Distributed Generation Market Demand (dGen) model | arn:aws:s3:::oedi-data-lake/dgen/ | us-west-2 | S3 Bucket | https://github.com/openEDI/documentation/ | https://github.com/openEDI/documentation/issues | [National Renewable Energy Laboratory](https://www.nrel.gov/) | As needed | Creative Commons Attribution 3.0 United States License | aws-pds, energy, environmental, geospatial, model, solar, lidar | ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=dgen%2F)'] | |||
111 | Department of Energy's Open Energy Data Initiative (OEDI) - End-Use Load Profiles for the US Building Stock | End-Use Load Profiles for the US Building Stock | arn:aws:s3:::oedi-data-lake/nrel-pds-building-stock/ | us-west-2 | S3 Bucket | https://github.com/openEDI/documentation/ | https://github.com/openEDI/documentation/issues | [National Renewable Energy Laboratory](https://www.nrel.gov/) | As needed | Creative Commons Attribution 3.0 United States License | aws-pds, energy, environmental, geospatial, model, solar, lidar | ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=nrel-pds-building-stock%2F)'] | |||
112 | Department of Energy's Open Energy Data Initiative (OEDI) - Lawrence Berkeley National Laboratory (LBNL) Tracking the Sun | Lawrence Berkeley National Laboratory (LBNL) Tracking the Sun | arn:aws:s3:::oedi-data-lake/tracking-the-sun/ | us-west-2 | S3 Bucket | https://github.com/openEDI/documentation/ | https://github.com/openEDI/documentation/issues | [National Renewable Energy Laboratory](https://www.nrel.gov/) | As needed | Creative Commons Attribution 3.0 United States License | aws-pds, energy, environmental, geospatial, model, solar, lidar | ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=tracking-the-sun%2F)'] | |||
113 | Department of Energy's Open Energy Data Initiative (OEDI) - NREL's Annual Technology Baseline (ATB) | NREL's Annual Technology Baseline (ATB) | arn:aws:s3:::oedi-data-lake/ATB/ | us-west-2 | S3 Bucket | https://github.com/openEDI/documentation/ | https://github.com/openEDI/documentation/issues | [National Renewable Energy Laboratory](https://www.nrel.gov/) | As needed | Creative Commons Attribution 3.0 United States License | aws-pds, energy, environmental, geospatial, model, solar, lidar | ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=ATB%2F)'] | |||
114 | Department of Energy's Open Energy Data Initiative (OEDI) - National Renewable Energy Laboratory (NREL) PV Rooftop Database - (PVRDB) | National Renewable Energy Laboratory (NREL) PV Rooftop Database - (PVRDB) | arn:aws:s3:::oedi-data-lake/pv-rooftop/ | us-west-2 | S3 Bucket | https://github.com/openEDI/documentation/ | https://github.com/openEDI/documentation/issues | [National Renewable Energy Laboratory](https://www.nrel.gov/) | As needed | Creative Commons Attribution 3.0 United States License | aws-pds, energy, environmental, geospatial, model, solar, lidar | ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=pv-rooftop%2F)'] | |||
115 | Department of Energy's Open Energy Data Initiative (OEDI) - National Renewable Energy Laboratory (NREL) PV Rooftop Database - Puerto Rico (P | National Renewable Energy Laboratory (NREL) PV Rooftop Database - Puerto Rico (P | arn:aws:s3:::oedi-data-lake/pv-rooftop-pr/ | us-west-2 | S3 Bucket | https://github.com/openEDI/documentation/ | https://github.com/openEDI/documentation/issues | [National Renewable Energy Laboratory](https://www.nrel.gov/) | As needed | Creative Commons Attribution 3.0 United States License | aws-pds, energy, environmental, geospatial, model, solar, lidar | ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=pv-rooftop-pr%2F)'] | |||
116 | Department of Energy's Open Energy Data Initiative (OEDI) - PR100: Puerto Rico Grid Resilience and Transition to 100% Renewable Energy | PR100: Puerto Rico Grid Resilience and Transition to 100% Renewable Energy | arn:aws:s3:::oedi-data-lake/PR100/ | us-west-2 | S3 Bucket | https://github.com/openEDI/documentation/ | https://github.com/openEDI/documentation/issues | [National Renewable Energy Laboratory](https://www.nrel.gov/) | As needed | Creative Commons Attribution 3.0 United States License | aws-pds, energy, environmental, geospatial, model, solar, lidar | ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=PR100%2F)'] | |||
117 | Department of Energy's Open Energy Data Initiative (OEDI) - Photovoltaic Data Acquisition (PVDAQ) Public Datasets | Photovoltaic Data Acquisition (PVDAQ) Public Datasets | arn:aws:s3:::oedi-data-lake/pvdaq/ | us-west-2 | S3 Bucket | https://github.com/openEDI/documentation/ | https://github.com/openEDI/documentation/issues | [National Renewable Energy Laboratory](https://www.nrel.gov/) | As needed | Creative Commons Attribution 3.0 United States License | aws-pds, energy, environmental, geospatial, model, solar, lidar | ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=pvdaq%2F)'] | |||
118 | Department of Energy's Open Energy Data Initiative (OEDI) - Synthetic Models for Advanced, Realistic Testing: Distribution systems and Scena | Synthetic Models for Advanced, Realistic Testing: Distribution systems and Scena | arn:aws:s3:::oedi-data-lake/SMART-DS/ | us-west-2 | S3 Bucket | https://github.com/openEDI/documentation/ | https://github.com/openEDI/documentation/issues | [National Renewable Energy Laboratory](https://www.nrel.gov/) | As needed | Creative Commons Attribution 3.0 United States License | aws-pds, energy, environmental, geospatial, model, solar, lidar | ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=SMART-DS%2F)'] | |||
119 | Department of Energy's Open Energy Data Initiative (OEDI) - University of Miami Coupled Model (UMCM) for Hurricanes Ike and Sandy | University of Miami Coupled Model (UMCM) for Hurricanes Ike and Sandy | arn:aws:s3:::oedi-data-lake/umcm/ | us-west-2 | S3 Bucket | https://github.com/openEDI/documentation/ | https://github.com/openEDI/documentation/issues | [National Renewable Energy Laboratory](https://www.nrel.gov/) | As needed | Creative Commons Attribution 3.0 United States License | aws-pds, energy, environmental, geospatial, model, solar, lidar | ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=umcm%2F)'] | |||
120 | Department of Energy's Open Energy Data Initiative (OEDI) - Wind and Structural Loads on Parabolic Trough Solar Collectors at Nevada Solar O | Wind and Structural Loads on Parabolic Trough Solar Collectors at Nevada Solar O | arn:aws:s3:::oedi-data-lake/NSO/ | us-west-2 | S3 Bucket | https://github.com/openEDI/documentation/ | https://github.com/openEDI/documentation/issues | [National Renewable Energy Laboratory](https://www.nrel.gov/) | As needed | Creative Commons Attribution 3.0 United States License | aws-pds, energy, environmental, geospatial, model, solar, lidar | ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=NSO%2F)'] | |||
121 | Digital Earth Africa ALOS PALSAR, ALOS-2 PALSAR-2 and JERS-1 - ALOS PALSAR ALOS-2 PALSAR-2 data | ALOS PALSAR ALOS-2 PALSAR-2 data | arn:aws:s3:::deafrica-input-datasets/alos_palsar_mosaic | af-south-1 | S3 Bucket | https://docs.digitalearthafrica.org/en/latest/data_specs/ALOS_PALSAR_annual_mosa | helpdesk@digitalearthafrica.org | [Digital Earth Africa](https://www.digitalearthafrica.org/) | As available, generally annually. | Data is available for free under the [terms of use](https://earth.jaxa.jp/policy | aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, synthetic aperture radar, deafrica, stac, cog | ['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/alos_palsar_mosaic)'] | False | ||
122 | Digital Earth Africa ALOS PALSAR, ALOS-2 PALSAR-2 and JERS-1 - Bucket creation event notification, can subscribe with Lambda | Bucket creation event notification, can subscribe with Lambda | arn:aws:sns:af-south-1:543785577597:deafrica-input-datasets-topic | af-south-1 | SNS Topic | https://docs.digitalearthafrica.org/en/latest/data_specs/ALOS_PALSAR_annual_mosa | helpdesk@digitalearthafrica.org | [Digital Earth Africa](https://www.digitalearthafrica.org/) | As available, generally annually. | Data is available for free under the [terms of use](https://earth.jaxa.jp/policy | aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, synthetic aperture radar, deafrica, stac, cog | ||||
123 | Digital Earth Africa ALOS PALSAR, ALOS-2 PALSAR-2 and JERS-1 - S3 Inventory | S3 Inventory | arn:aws:s3:::deafrica-input-datasets-inventory | af-south-1 | S3 Bucket | https://docs.digitalearthafrica.org/en/latest/data_specs/ALOS_PALSAR_annual_mosa | helpdesk@digitalearthafrica.org | [Digital Earth Africa](https://www.digitalearthafrica.org/) | As available, generally annually. | Data is available for free under the [terms of use](https://earth.jaxa.jp/policy | aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, synthetic aperture radar, deafrica, stac, cog | ||||
124 | Digital Earth Africa CHIRPS Rainfall - Bucket creation event notification, can subscribe with Lambda | Bucket creation event notification, can subscribe with Lambda | arn:aws:sns:af-south-1:543785577597:deafrica-input-datasets-topic | af-south-1 | SNS Topic | https://docs.digitalearthafrica.org/en/latest/data_specs/CHIRPS_specs.html | helpdesk@digitalearthafrica.org | [Digital Earth Africa](https://www.digitalearthafrica.org/) | Monthly. | To the extent possible under the law, Pete Peterson has waived all copyright and | aws-pds, agriculture, climate, earth observation, food security, geospatial, meteorological, satellite imagery, sustainability, deafrica, stac, cog | ||||
125 | Digital Earth Africa CHIRPS Rainfall - CHIRPS daily rainfall | CHIRPS daily rainfall | arn:aws:s3:::deafrica-input-datasets/rainfall_chirps_daily | af-south-1 | S3 Bucket | https://docs.digitalearthafrica.org/en/latest/data_specs/CHIRPS_specs.html | helpdesk@digitalearthafrica.org | [Digital Earth Africa](https://www.digitalearthafrica.org/) | Monthly. | To the extent possible under the law, Pete Peterson has waived all copyright and | aws-pds, agriculture, climate, earth observation, food security, geospatial, meteorological, satellite imagery, sustainability, deafrica, stac, cog | ['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/rainfall_chirps_daily)'] | False | ||
126 | Digital Earth Africa CHIRPS Rainfall - CHIRPS monthly rainfall | CHIRPS monthly rainfall | arn:aws:s3:::deafrica-input-datasets/rainfall_chirps_monthly | af-south-1 | S3 Bucket | https://docs.digitalearthafrica.org/en/latest/data_specs/CHIRPS_specs.html | helpdesk@digitalearthafrica.org | [Digital Earth Africa](https://www.digitalearthafrica.org/) | Monthly. | To the extent possible under the law, Pete Peterson has waived all copyright and | aws-pds, agriculture, climate, earth observation, food security, geospatial, meteorological, satellite imagery, sustainability, deafrica, stac, cog | ['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/rainfall_chirps_monthly)'] | False | ||
127 | Digital Earth Africa CHIRPS Rainfall - S3 Inventory | S3 Inventory | arn:aws:s3:::deafrica-input-datasets-inventory | af-south-1 | S3 Bucket | https://docs.digitalearthafrica.org/en/latest/data_specs/CHIRPS_specs.html | helpdesk@digitalearthafrica.org | [Digital Earth Africa](https://www.digitalearthafrica.org/) | Monthly. | To the extent possible under the law, Pete Peterson has waived all copyright and | aws-pds, agriculture, climate, earth observation, food security, geospatial, meteorological, satellite imagery, sustainability, deafrica, stac, cog | ||||
128 | Digital Earth Africa Coastlines - Bucket creation event notification, can subscribe with Lambda | Bucket creation event notification, can subscribe with Lambda | arn:aws:sns:af-south-1:543785577597:deafrica-services-topic | af-south-1 | SNS Topic | https://docs.digitalearthafrica.org/en/latest/data_specs/Coastlines_specs.html | helpdesk@digitalearthafrica.org | [Digital Earth Africa](https://www.digitalearthafrica.org/) | To be defined. | DE Africa makes this data available under the Creative Commons Attribute 4.0 lic | aws-pds, climate, coastal, earth observation, geospatial, satellite imagery, sustainability, deafrica | ||||
129 | Digital Earth Africa Coastlines - DE Africa Coastlines | DE Africa Coastlines | arn:aws:s3:::deafrica-services/coastlines | af-south-1 | S3 Bucket | https://docs.digitalearthafrica.org/en/latest/data_specs/Coastlines_specs.html | helpdesk@digitalearthafrica.org | [Digital Earth Africa](https://www.digitalearthafrica.org/) | To be defined. | DE Africa makes this data available under the Creative Commons Attribute 4.0 lic | aws-pds, climate, coastal, earth observation, geospatial, satellite imagery, sustainability, deafrica | False | |||
130 | Digital Earth Africa Coastlines - S3 Inventory | S3 Inventory | arn:aws:s3:::deafrica-services-inventory | af-south-1 | S3 Bucket | https://docs.digitalearthafrica.org/en/latest/data_specs/Coastlines_specs.html | helpdesk@digitalearthafrica.org | [Digital Earth Africa](https://www.digitalearthafrica.org/) | To be defined. | DE Africa makes this data available under the Creative Commons Attribute 4.0 lic | aws-pds, climate, coastal, earth observation, geospatial, satellite imagery, sustainability, deafrica | ||||
131 | Digital Earth Africa Cropland Extent Map (2019) - Bucket creation event notification, can subscribe with Lambda | Bucket creation event notification, can subscribe with Lambda | arn:aws:sns:af-south-1:543785577597:deafrica-services-topic | af-south-1 | SNS Topic | https://docs.digitalearthafrica.org/en/latest/data_specs/Cropland_extent_specs.h | helpdesk@digitalearthafrica.org | [Digital Earth Africa](https://www.digitalearthafrica.org/) | To be defined. | DE Africa makes this data available under the Creative Commons Attribute 4.0 lic | aws-pds, agriculture, earth observation, food security, geospatial, satellite imagery, sustainability, deafrica, stac, cog | ||||
132 | Digital Earth Africa Cropland Extent Map (2019) - Cropland extent map 2019 | Cropland extent map 2019 | arn:aws:s3:::deafrica-services/crop_mask | af-south-1 | S3 Bucket | https://docs.digitalearthafrica.org/en/latest/data_specs/Cropland_extent_specs.h | helpdesk@digitalearthafrica.org | [Digital Earth Africa](https://www.digitalearthafrica.org/) | To be defined. | DE Africa makes this data available under the Creative Commons Attribute 4.0 lic | aws-pds, agriculture, earth observation, food security, geospatial, satellite imagery, sustainability, deafrica, stac, cog | ['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/crop_mask)'] | False | ||
133 | Digital Earth Africa Cropland Extent Map (2019) - S3 Inventory | S3 Inventory | arn:aws:s3:::deafrica-services-inventory | af-south-1 | S3 Bucket | https://docs.digitalearthafrica.org/en/latest/data_specs/Cropland_extent_specs.h | helpdesk@digitalearthafrica.org | [Digital Earth Africa](https://www.digitalearthafrica.org/) | To be defined. | DE Africa makes this data available under the Creative Commons Attribute 4.0 lic | aws-pds, agriculture, earth observation, food security, geospatial, satellite imagery, sustainability, deafrica, stac, cog | ||||
134 | Digital Earth Africa Fractional Cover - Bucket creation event notification, can subscribe with Lambda | Bucket creation event notification, can subscribe with Lambda | arn:aws:sns:af-south-1:543785577597:deafrica-services-topic | af-south-1 | SNS Topic | https://docs.digitalearthafrica.org/en/latest/data_specs/Fractional_Cover_specs. | helpdesk@digitalearthafrica.org | [Digital Earth Africa](https://www.digitalearthafrica.org/) | New scene-level data is added as new Landsat data is available. New summaries ar | DE Africa makes this data available under the Creative Commons Attribute 4.0 lic | aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, sustainability, deafrica, stac, cog | ||||
135 | Digital Earth Africa Fractional Cover - Fractional Cover Annual Summary data | Fractional Cover Annual Summary data | arn:aws:s3:::deafrica-services/fc_ls_summary_annual | af-south-1 | S3 Bucket | https://docs.digitalearthafrica.org/en/latest/data_specs/Fractional_Cover_specs. | helpdesk@digitalearthafrica.org | [Digital Earth Africa](https://www.digitalearthafrica.org/) | New scene-level data is added as new Landsat data is available. New summaries ar | DE Africa makes this data available under the Creative Commons Attribute 4.0 lic | aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, sustainability, deafrica, stac, cog | ['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/fc_ls_summary_annual)'] | False | ||
136 | Digital Earth Africa Fractional Cover - Fractional Cover data | Fractional Cover data | arn:aws:s3:::deafrica-services/fc_ls | af-south-1 | S3 Bucket | https://docs.digitalearthafrica.org/en/latest/data_specs/Fractional_Cover_specs. | helpdesk@digitalearthafrica.org | [Digital Earth Africa](https://www.digitalearthafrica.org/) | New scene-level data is added as new Landsat data is available. New summaries ar | DE Africa makes this data available under the Creative Commons Attribute 4.0 lic | aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, sustainability, deafrica, stac, cog | ['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/fc_ls)'] | False | ||
137 | Digital Earth Africa Fractional Cover - New scene notifications, can subscribe with Lambda | New scene notifications, can subscribe with Lambda | arn:aws:sns:af-south-1:565417506782:deafrica-landsat-wofs | af-south-1 | SNS Topic | https://docs.digitalearthafrica.org/en/latest/data_specs/Fractional_Cover_specs. | helpdesk@digitalearthafrica.org | [Digital Earth Africa](https://www.digitalearthafrica.org/) | New scene-level data is added as new Landsat data is available. New summaries ar | DE Africa makes this data available under the Creative Commons Attribute 4.0 lic | aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, sustainability, deafrica, stac, cog | ||||
138 | Digital Earth Africa Fractional Cover - S3 Inventory | S3 Inventory | arn:aws:s3:::deafrica-services-inventory | af-south-1 | S3 Bucket | https://docs.digitalearthafrica.org/en/latest/data_specs/Fractional_Cover_specs. | helpdesk@digitalearthafrica.org | [Digital Earth Africa](https://www.digitalearthafrica.org/) | New scene-level data is added as new Landsat data is available. New summaries ar | DE Africa makes this data available under the Creative Commons Attribute 4.0 lic | aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, sustainability, deafrica, stac, cog | ||||
139 | Digital Earth Africa GeoMAD - Bucket creation event notification, can subscribe with Lambda | Bucket creation event notification, can subscribe with Lambda | arn:aws:sns:af-south-1:543785577597:deafrica-services-topic | af-south-1 | SNS Topic | https://docs.digitalearthafrica.org/en/latest/data_specs/GeoMAD_specs.html | helpdesk@digitalearthafrica.org | [Digital Earth Africa](https://www.digitalearthafrica.org/) | GeoMADs for Sentinel-2 and Landsat are updated as their respective time periods | DE Africa makes this data available under the Creative Commons Attribute 4.0 lic | aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog | ||||
140 | Digital Earth Africa GeoMAD - Landsat 5 and 7 GeoMAD (Annual) data | Landsat 5 and 7 GeoMAD (Annual) data | arn:aws:s3:::deafrica-services/gm_ls5_ls7_annual | af-south-1 | S3 Bucket | https://docs.digitalearthafrica.org/en/latest/data_specs/GeoMAD_specs.html | helpdesk@digitalearthafrica.org | [Digital Earth Africa](https://www.digitalearthafrica.org/) | GeoMADs for Sentinel-2 and Landsat are updated as their respective time periods | DE Africa makes this data available under the Creative Commons Attribute 4.0 lic | aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog | ['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/gm_ls5_ls7_annual)'] | False | ||
141 | Digital Earth Africa GeoMAD - Landsat 8 GeoMAD (Annual) data | Landsat 8 GeoMAD (Annual) data | arn:aws:s3:::deafrica-services/gm_ls8_annual | af-south-1 | S3 Bucket | https://docs.digitalearthafrica.org/en/latest/data_specs/GeoMAD_specs.html | helpdesk@digitalearthafrica.org | [Digital Earth Africa](https://www.digitalearthafrica.org/) | GeoMADs for Sentinel-2 and Landsat are updated as their respective time periods | DE Africa makes this data available under the Creative Commons Attribute 4.0 lic | aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog | ['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/gm_ls8_annual)'] | False | ||
142 | Digital Earth Africa GeoMAD - S3 Inventory | S3 Inventory | arn:aws:s3:::deafrica-services-inventory | af-south-1 | S3 Bucket | https://docs.digitalearthafrica.org/en/latest/data_specs/GeoMAD_specs.html | helpdesk@digitalearthafrica.org | [Digital Earth Africa](https://www.digitalearthafrica.org/) | GeoMADs for Sentinel-2 and Landsat are updated as their respective time periods | DE Africa makes this data available under the Creative Commons Attribute 4.0 lic | aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog | ||||
143 | Digital Earth Africa GeoMAD - Sentinel-2 GeoMAD (Annual) data | Sentinel-2 GeoMAD (Annual) data | arn:aws:s3:::deafrica-services/gm_s2_annual | af-south-1 | S3 Bucket | https://docs.digitalearthafrica.org/en/latest/data_specs/GeoMAD_specs.html | helpdesk@digitalearthafrica.org | [Digital Earth Africa](https://www.digitalearthafrica.org/) | GeoMADs for Sentinel-2 and Landsat are updated as their respective time periods | DE Africa makes this data available under the Creative Commons Attribute 4.0 lic | aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog | ['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/gm_s2_annual)'] | False | ||
144 | Digital Earth Africa GeoMAD - Sentinel-2 GeoMAD (Semi-Annual) data | Sentinel-2 GeoMAD (Semi-Annual) data | arn:aws:s3:::deafrica-services/gm_s2_semiannual | af-south-1 | S3 Bucket | https://docs.digitalearthafrica.org/en/latest/data_specs/GeoMAD_specs.html | helpdesk@digitalearthafrica.org | [Digital Earth Africa](https://www.digitalearthafrica.org/) | GeoMADs for Sentinel-2 and Landsat are updated as their respective time periods | DE Africa makes this data available under the Creative Commons Attribute 4.0 lic | aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog | ['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/gm_s2_semiannual)'] | False | ||
145 | Digital Earth Africa Global Mangrove Watch - Bucket creation event notification, can subscribe with Lambda | Bucket creation event notification, can subscribe with Lambda | arn:aws:sns:af-south-1:543785577597:deafrica-input-datasets-topic | af-south-1 | SNS Topic | https://docs.digitalearthafrica.org/en/latest/data_specs/Global_Mangrove_Watch_s | helpdesk@digitalearthafrica.org | [Digital Earth Africa](https://www.digitalearthafrica.org/) | To be defined. | DE Africa makes this data available under the Creative Commons Attribute 4.0 lic | aws-pds, natural resource, earth observation, coastal, geospatial, satellite imagery, sustainability, deafrica, stac, cog, land cover | ||||
146 | Digital Earth Africa Global Mangrove Watch - Global Mangrove Watch | Global Mangrove Watch | arn:aws:s3:::deafrica-input-datasets/gmw | af-south-1 | S3 Bucket | https://docs.digitalearthafrica.org/en/latest/data_specs/Global_Mangrove_Watch_s | helpdesk@digitalearthafrica.org | [Digital Earth Africa](https://www.digitalearthafrica.org/) | To be defined. | DE Africa makes this data available under the Creative Commons Attribute 4.0 lic | aws-pds, natural resource, earth observation, coastal, geospatial, satellite imagery, sustainability, deafrica, stac, cog, land cover | ['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/gmw)'] | False | ||
147 | Digital Earth Africa Global Mangrove Watch - S3 Inventory | S3 Inventory | arn:aws:s3:::deafrica-services-inventory | af-south-1 | S3 Bucket | https://docs.digitalearthafrica.org/en/latest/data_specs/Global_Mangrove_Watch_s | helpdesk@digitalearthafrica.org | [Digital Earth Africa](https://www.digitalearthafrica.org/) | To be defined. | DE Africa makes this data available under the Creative Commons Attribute 4.0 lic | aws-pds, natural resource, earth observation, coastal, geospatial, satellite imagery, sustainability, deafrica, stac, cog, land cover | ||||
148 | Digital Earth Africa Landsat Collection 2 Level 2 - Bucket creation event notification, can subscribe with Lambda | Bucket creation event notification, can subscribe with Lambda | arn:aws:sns:af-south-1:543785577597:deafrica-landsat-topic | af-south-1 | SNS Topic | https://docs.digitalearthafrica.org/en/latest/data_specs/Landsat_C2_SR_specs.htm | helpdesk@digitalearthafrica.org | [Digital Earth Africa](https://www.digitalearthafrica.org/) | New Landsat data are added regularly, usually within a few hours of them being a | There are no restrictions on Landsat data downloaded from the USGS; it can be us | aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog | ||||
149 | Digital Earth Africa Landsat Collection 2 Level 2 - Landsat scenes and metadata | Landsat scenes and metadata | arn:aws:s3:::deafrica-landsat | af-south-1 | S3 Bucket | https://docs.digitalearthafrica.org/en/latest/data_specs/Landsat_C2_SR_specs.htm | helpdesk@digitalearthafrica.org | [Digital Earth Africa](https://www.digitalearthafrica.org/) | New Landsat data are added regularly, usually within a few hours of them being a | There are no restrictions on Landsat data downloaded from the USGS; it can be us | aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog | ['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/)'] | False | ||
150 | Digital Earth Africa Landsat Collection 2 Level 2 - New scene notifications, can subscribe with Lambda | New scene notifications, can subscribe with Lambda | arn:aws:sns:af-south-1:543785577597:deafrica-landsat-scene-topic | af-south-1 | SNS Topic | https://docs.digitalearthafrica.org/en/latest/data_specs/Landsat_C2_SR_specs.htm | helpdesk@digitalearthafrica.org | [Digital Earth Africa](https://www.digitalearthafrica.org/) | New Landsat data are added regularly, usually within a few hours of them being a | There are no restrictions on Landsat data downloaded from the USGS; it can be us | aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog | ||||
151 | Digital Earth Africa Landsat Collection 2 Level 2 - S3 Inventory files | S3 Inventory files | arn:aws:s3:::deafrica-landsat-inventory | af-south-1 | S3 Bucket | https://docs.digitalearthafrica.org/en/latest/data_specs/Landsat_C2_SR_specs.htm | helpdesk@digitalearthafrica.org | [Digital Earth Africa](https://www.digitalearthafrica.org/) | New Landsat data are added regularly, usually within a few hours of them being a | There are no restrictions on Landsat data downloaded from the USGS; it can be us | aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog | ||||
152 | Digital Earth Africa Monthly Normalised Difference Vegetation Index (NDVI) Anomaly - Bucket creation event notification, can subscribe with Lambda | Bucket creation event notification, can subscribe with Lambda | arn:aws:sns:af-south-1:543785577597:deafrica-services-topic | af-south-1 | SNS Topic | https://docs.digitalearthafrica.org/en/latest/data_specs/NDVI_Anomaly_specs.html | helpdesk@digitalearthafrica.org | [Digital Earth Africa](https://www.digitalearthafrica.org/) | From September 2022, the Monthly NDVI Anomaly is generated as a low latency prod | DE Africa makes this data available under the Creative Commons Attribute 4.0 lic | aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, deafrica, stac, cog | ||||
153 | Digital Earth Africa Monthly Normalised Difference Vegetation Index (NDVI) Anomaly - Monthly Normalised Difference Vegetation Index (NDVI) Anomaly | Monthly Normalised Difference Vegetation Index (NDVI) Anomaly | arn:aws:s3:::deafrica-services/ndvi_anomaly | af-south-1 | S3 Bucket | https://docs.digitalearthafrica.org/en/latest/data_specs/NDVI_Anomaly_specs.html | helpdesk@digitalearthafrica.org | [Digital Earth Africa](https://www.digitalearthafrica.org/) | From September 2022, the Monthly NDVI Anomaly is generated as a low latency prod | DE Africa makes this data available under the Creative Commons Attribute 4.0 lic | aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, deafrica, stac, cog | ['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/ndvi_anomaly)'] | False | ||
154 | Digital Earth Africa Monthly Normalised Difference Vegetation Index (NDVI) Anomaly - New scene notifications, can subscribe with Lambda | New scene notifications, can subscribe with Lambda | arn:aws:sns:af-south-1:565417506782:deafrica-landsat-wofs | af-south-1 | SNS Topic | https://docs.digitalearthafrica.org/en/latest/data_specs/NDVI_Anomaly_specs.html | helpdesk@digitalearthafrica.org | [Digital Earth Africa](https://www.digitalearthafrica.org/) | From September 2022, the Monthly NDVI Anomaly is generated as a low latency prod | DE Africa makes this data available under the Creative Commons Attribute 4.0 lic | aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, deafrica, stac, cog | ||||
155 | Digital Earth Africa Monthly Normalised Difference Vegetation Index (NDVI) Anomaly - S3 Inventory | S3 Inventory | arn:aws:s3:::deafrica-services-inventory | af-south-1 | S3 Bucket | https://docs.digitalearthafrica.org/en/latest/data_specs/NDVI_Anomaly_specs.html | helpdesk@digitalearthafrica.org | [Digital Earth Africa](https://www.digitalearthafrica.org/) | From September 2022, the Monthly NDVI Anomaly is generated as a low latency prod | DE Africa makes this data available under the Creative Commons Attribute 4.0 lic | aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, deafrica, stac, cog | ||||
156 | Digital Earth Africa Normalised Difference Vegetation Index (NDVI) Climatology - Bucket creation event notification, can subscribe with Lambda | Bucket creation event notification, can subscribe with Lambda | arn:aws:sns:af-south-1:543785577597:deafrica-services-topic | af-south-1 | SNS Topic | https://docs.digitalearthafrica.org/en/latest/data_specs/ndvi_climatology_ls.htm | helpdesk@digitalearthafrica.org | [Digital Earth Africa](https://www.digitalearthafrica.org/) | N/A. | DE Africa makes this data available under the Creative Commons Attribute 4.0 lic | aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, agriculture, satellite imagery, deafrica, stac, cog | ||||
157 | Digital Earth Africa Normalised Difference Vegetation Index (NDVI) Climatology - New scene notifications, can subscribe with Lambda | New scene notifications, can subscribe with Lambda | arn:aws:sns:af-south-1:565417506782:deafrica-landsat-wofs | af-south-1 | SNS Topic | https://docs.digitalearthafrica.org/en/latest/data_specs/ndvi_climatology_ls.htm | helpdesk@digitalearthafrica.org | [Digital Earth Africa](https://www.digitalearthafrica.org/) | N/A. | DE Africa makes this data available under the Creative Commons Attribute 4.0 lic | aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, agriculture, satellite imagery, deafrica, stac, cog | ||||
158 | Digital Earth Africa Normalised Difference Vegetation Index (NDVI) Climatology - Normalised Difference Vegetation Index (NDVI) Climatology | Normalised Difference Vegetation Index (NDVI) Climatology | arn:aws:s3:::deafrica-services/ndvi_climatology_ls | af-south-1 | S3 Bucket | https://docs.digitalearthafrica.org/en/latest/data_specs/ndvi_climatology_ls.htm | helpdesk@digitalearthafrica.org | [Digital Earth Africa](https://www.digitalearthafrica.org/) | N/A. | DE Africa makes this data available under the Creative Commons Attribute 4.0 lic | aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, agriculture, satellite imagery, deafrica, stac, cog | ['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/ndvi_climatology_ls)'] | False | ||
159 | Digital Earth Africa Normalised Difference Vegetation Index (NDVI) Climatology - S3 Inventory | S3 Inventory | arn:aws:s3:::deafrica-services-inventory | af-south-1 | S3 Bucket | https://docs.digitalearthafrica.org/en/latest/data_specs/ndvi_climatology_ls.htm | helpdesk@digitalearthafrica.org | [Digital Earth Africa](https://www.digitalearthafrica.org/) | N/A. | DE Africa makes this data available under the Creative Commons Attribute 4.0 lic | aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, agriculture, satellite imagery, deafrica, stac, cog | ||||
160 | Digital Earth Africa Sentinel-1 Radiometrically Terrain Corrected - Bucket creation event notification, can subscribe with Lambda | Bucket creation event notification, can subscribe with Lambda | arn:aws:sns:af-south-1:543785577597:deafrica-sentinel-1-topic | af-south-1 | SNS Topic | https://docs.digitalearthafrica.org/en/latest/data_specs/Sentinel-1_specs.html | helpdesk@digitalearthafrica.org | [Digital Earth Africa](https://www.digitalearthafrica.org/) | New Sentinel-1 data are added regularly. | Access to Sentinel data is free, full and open for the broad Regional, National, | aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog, synthetic aperture radar | ||||
161 | Digital Earth Africa Sentinel-1 Radiometrically Terrain Corrected - New scene notifications, can subscribe with Lambda | New scene notifications, can subscribe with Lambda | arn:aws:sns:af-south-1:543785577597:deafrica-sentinel-1-scene-topic | af-south-1 | SNS Topic | https://docs.digitalearthafrica.org/en/latest/data_specs/Sentinel-1_specs.html | helpdesk@digitalearthafrica.org | [Digital Earth Africa](https://www.digitalearthafrica.org/) | New Sentinel-1 data are added regularly. | Access to Sentinel data is free, full and open for the broad Regional, National, | aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog, synthetic aperture radar | ||||
162 | Digital Earth Africa Sentinel-1 Radiometrically Terrain Corrected - S3 Inventory | S3 Inventory | arn:aws:s3:::deafrica-sentinel-1-inventory | af-south-1 | S3 Bucket | https://docs.digitalearthafrica.org/en/latest/data_specs/Sentinel-1_specs.html | helpdesk@digitalearthafrica.org | [Digital Earth Africa](https://www.digitalearthafrica.org/) | New Sentinel-1 data are added regularly. | Access to Sentinel data is free, full and open for the broad Regional, National, | aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog, synthetic aperture radar | ||||
163 | Digital Earth Africa Sentinel-1 Radiometrically Terrain Corrected - Sentinel-1 tiles and metadata | Sentinel-1 tiles and metadata | arn:aws:s3:::deafrica-sentinel-1 | af-south-1 | S3 Bucket | https://docs.digitalearthafrica.org/en/latest/data_specs/Sentinel-1_specs.html | helpdesk@digitalearthafrica.org | [Digital Earth Africa](https://www.digitalearthafrica.org/) | New Sentinel-1 data are added regularly. | Access to Sentinel data is free, full and open for the broad Regional, National, | aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog, synthetic aperture radar | ['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/s1_rtc)'] | False | ||
164 | Digital Earth Africa Sentinel-2 Level-2A - Bucket creation event notification, can subscribe with Lambda | Bucket creation event notification, can subscribe with Lambda | arn:aws:sns:af-south-1:543785577597:deafrica-sentinel-2-topic | af-south-1 | SNS Topic | https://docs.digitalearthafrica.org/en/latest/data_specs/Sentinel-2_Level-2A_spe | helpdesk@digitalearthafrica.org | [Digital Earth Africa](https://www.digitalearthafrica.org/) | New Sentinel-2 scenes are added regularly, usually within few hours after they a | Access to Sentinel data is free, full and open for the broad Regional, National, | aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog | ||||
165 | Digital Earth Africa Sentinel-2 Level-2A - New scene notifications, can subscribe with Lambda | New scene notifications, can subscribe with Lambda | arn:aws:sns:af-south-1:543785577597:deafrica-sentinel-2-scene-topic | af-south-1 | SNS Topic | https://docs.digitalearthafrica.org/en/latest/data_specs/Sentinel-2_Level-2A_spe | helpdesk@digitalearthafrica.org | [Digital Earth Africa](https://www.digitalearthafrica.org/) | New Sentinel-2 scenes are added regularly, usually within few hours after they a | Access to Sentinel data is free, full and open for the broad Regional, National, | aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog | ||||
166 | Digital Earth Africa Sentinel-2 Level-2A - S3 Inventory | S3 Inventory | arn:aws:s3:::deafrica-sentinel-2-inventory | af-south-1 | S3 Bucket | https://docs.digitalearthafrica.org/en/latest/data_specs/Sentinel-2_Level-2A_spe | helpdesk@digitalearthafrica.org | [Digital Earth Africa](https://www.digitalearthafrica.org/) | New Sentinel-2 scenes are added regularly, usually within few hours after they a | Access to Sentinel data is free, full and open for the broad Regional, National, | aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog | ||||
167 | Digital Earth Africa Sentinel-2 Level-2A - Sentinel-2 scenes and metadata | Sentinel-2 scenes and metadata | arn:aws:s3:::deafrica-sentinel-2 | af-south-1 | S3 Bucket | https://docs.digitalearthafrica.org/en/latest/data_specs/Sentinel-2_Level-2A_spe | helpdesk@digitalearthafrica.org | [Digital Earth Africa](https://www.digitalearthafrica.org/) | New Sentinel-2 scenes are added regularly, usually within few hours after they a | Access to Sentinel data is free, full and open for the broad Regional, National, | aws-pds, agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, deafrica, stac, cog | ['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/s2_l2a)'] | False | ||
168 | Digital Earth Africa Water Observations from Space - Bucket creation event notification, can subscribe with Lambda | Bucket creation event notification, can subscribe with Lambda | arn:aws:sns:af-south-1:543785577597:deafrica-services-topic | af-south-1 | SNS Topic | https://docs.digitalearthafrica.org/en/latest/data_specs/Landsat_WOfS_specs.html | helpdesk@digitalearthafrica.org | [Digital Earth Africa](https://www.digitalearthafrica.org/) | New scene-level data is added as new Landsat data is available. New summaries ar | DE Africa makes this data available under the Creative Commons Attribute 4.0 lic | aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, water, deafrica, stac, cog | ||||
169 | Digital Earth Africa Water Observations from Space - New scene notifications, can subscribe with Lambda | New scene notifications, can subscribe with Lambda | arn:aws:sns:af-south-1:565417506782:deafrica-landsat-wofs | af-south-1 | SNS Topic | https://docs.digitalearthafrica.org/en/latest/data_specs/Landsat_WOfS_specs.html | helpdesk@digitalearthafrica.org | [Digital Earth Africa](https://www.digitalearthafrica.org/) | New scene-level data is added as new Landsat data is available. New summaries ar | DE Africa makes this data available under the Creative Commons Attribute 4.0 lic | aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, water, deafrica, stac, cog | ||||
170 | Digital Earth Africa Water Observations from Space - S3 Inventory | S3 Inventory | arn:aws:s3:::deafrica-services-inventory | af-south-1 | S3 Bucket | https://docs.digitalearthafrica.org/en/latest/data_specs/Landsat_WOfS_specs.html | helpdesk@digitalearthafrica.org | [Digital Earth Africa](https://www.digitalearthafrica.org/) | New scene-level data is added as new Landsat data is available. New summaries ar | DE Africa makes this data available under the Creative Commons Attribute 4.0 lic | aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, water, deafrica, stac, cog | ||||
171 | Digital Earth Africa Water Observations from Space - Water Observations from Space All-Time Summary data | Water Observations from Space All-Time Summary data | arn:aws:s3:::deafrica-services/wofs_ls_summary_alltime | af-south-1 | S3 Bucket | https://docs.digitalearthafrica.org/en/latest/data_specs/Landsat_WOfS_specs.html | helpdesk@digitalearthafrica.org | [Digital Earth Africa](https://www.digitalearthafrica.org/) | New scene-level data is added as new Landsat data is available. New summaries ar | DE Africa makes this data available under the Creative Commons Attribute 4.0 lic | aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, water, deafrica, stac, cog | ['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/wofs_ls_summary_alltime)'] | False | ||
172 | Digital Earth Africa Water Observations from Space - Water Observations from Space Annual Summary data | Water Observations from Space Annual Summary data | arn:aws:s3:::deafrica-services/wofs_ls_summary_annual | af-south-1 | S3 Bucket | https://docs.digitalearthafrica.org/en/latest/data_specs/Landsat_WOfS_specs.html | helpdesk@digitalearthafrica.org | [Digital Earth Africa](https://www.digitalearthafrica.org/) | New scene-level data is added as new Landsat data is available. New summaries ar | DE Africa makes this data available under the Creative Commons Attribute 4.0 lic | aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, water, deafrica, stac, cog | ['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/wofs_ls_summary_annual)'] | False | ||
173 | Digital Earth Africa Water Observations from Space - Water Observations from Space data | Water Observations from Space data | arn:aws:s3:::deafrica-services/wofs_ls | af-south-1 | S3 Bucket | https://docs.digitalearthafrica.org/en/latest/data_specs/Landsat_WOfS_specs.html | helpdesk@digitalearthafrica.org | [Digital Earth Africa](https://www.digitalearthafrica.org/) | New scene-level data is added as new Landsat data is available. New summaries ar | DE Africa makes this data available under the Creative Commons Attribute 4.0 lic | aws-pds, agriculture, disaster response, earth observation, geospatial, natural resource, satellite imagery, water, deafrica, stac, cog | ['[STAC V1.0.0 endpoint](https://explorer.digitalearth.africa/stac/collections/wofs_ls)'] | False | ||
174 | Digital Earth Pacific Mangroves Extent and Density | Data access | arn:aws:s3:::dep-public-data | us-west-2 | S3 Bucket | https://digitalearthpacific.org/#/applications | dep@spc.int | [Pacific Community (SPC)](https://www.spc.int/) | Annually | Digital Earth Pacific Data is available under the Creative CommonsAttribution 4. | earth observation, environmental, climate, geoscience, geospatial | ||||
175 | Digital Earth Pacific Water Observatins from Space (WOfS) | Data access | arn:aws:s3:::dep-public-data | us-west-2 | S3 Bucket | https://digitalearthpacific.org/#/applications | dep@spc.int | [Pacific Community (SPC)](https://www.spc.int/) | Annually | Digital Earth Pacific Data is available under the Creative CommonsAttribution 4. | earth observation, environmental, water, geoscience, geospatial | ||||
176 | District of Columbia - Classified Point Cloud LiDAR - LAS, XML | LAS, XML | arn:aws:s3:::dc-lidar-2018 | us-east-1 | S3 Bucket | [2015 data](https://github.com/awslabs/open-data-docs/tree/main/docs/dc-lidar-20 | dcgis@dc.gov | [Washington DC government](https://dc.gov/) | The most recent data is from 2018 and 2015 data is available as well. A new data | See Washington, DC [Terms of Use](https://dc.gov/page/terms-and-conditions-use) | aws-pds, geospatial, cities, us-dc, disaster response | ['[Browse Bucket](https://dc-lidar-2018.s3.amazonaws.com/index.html)'] | |||
177 | District of Columbia - Classified Point Cloud LiDAR - LAS, XML, SHP | LAS, XML, SHP | arn:aws:s3:::dc-lidar-2015 | us-east-1 | S3 Bucket | [2015 data](https://github.com/awslabs/open-data-docs/tree/main/docs/dc-lidar-20 | dcgis@dc.gov | [Washington DC government](https://dc.gov/) | The most recent data is from 2018 and 2015 data is available as well. A new data | See Washington, DC [Terms of Use](https://dc.gov/page/terms-and-conditions-use) | aws-pds, geospatial, cities, us-dc, disaster response | ['[Browse Bucket](https://dc-lidar-2015.s3.amazonaws.com/index.html)'] | |||
178 | Downscaled Climate Data for Alaska (v1.1, August 2023) | Dynamically downscaled climate data for Alaska and surrounding regions | arn:aws:s3:::wrf-ak-ar5 | us-east-1 | S3 Bucket | https://catalog.snap.uaf.edu/geonetwork/srv/eng/catalog.search#/metadata/7825535 | http://directory.iarc.uaf.edu/peter-bieniek | Scenarios Network for Alaska + Arctic Planning at the International Arctic Resea | as needed | https://creativecommons.org/licenses/by/4.0/ | aws-pds, agriculture, climate, coastal, earth observation, environmental, weather, aws-pds, sustainability | ['[Browse Bucket](http://wrf-ak-ar5.s3-website-us-east-1.amazonaws.com/)'] | |||
179 | ECMWF real-time forecasts | Access ECMWF's open-data for real-time forecasts | arn:aws:s3:::ecmwf-forecasts | eu-central-1 | S3 Bucket | [User Documentation](https://confluence.ecmwf.int/display/DAC/ECMWF+open+data%3A | https://confluence.ecmwf.int/site/support | [European Centre for Medium-Range Weather Forecasts](https://www.ecmwf.int/) | The data are released 1 hour after the [real-time dissemination schedule](https: | This ECMWF data is published under a Creative Commons Attribution 4.0 Internatio | aws-pds, air temperature, atmosphere, meteorological, near-surface air temperature, near-surface relative humidity, near-surface specific humidity, precipitation, weather | ||||
180 | EPA Dynamically Downscaled Ensemble (EDDE) Version 1 - EDDE data are compressed netCDF (https://unidataucaredu/software/netcdf/) file | EDDE data are compressed netCDF (https://unidataucaredu/software/netcdf/) file | arn:aws:s3:::epa-edde | us-east-1 | S3 Bucket | EDDE Version 1 can be referenced using https://doi.org/10.23719/1530964 Please s | spero.tanya@epa.gov; mallard.megan@epa.gov | U.S. Environmental Protection Agency (https://www.epa.gov) | Quarterly | These datasets are products of the U.S. Government and are intended for public a | aws-pds, weather, climate, climate model, climate projections, CMIP5, CMIP6, us, atmosphere, environmental, meteorological, Eulerian, model, simulations, HPC, events, fluid dynamics, geospatial, netcdf, hdf5, physics, geoscience, open source software, post-processing, air temperature, near-surface air temperature, near-surface relative humidity, near-surface specific humidity, precipitation, radiation, elevation, land use, land cover, agriculture, air quality, infrastructure, ecosystems, floods, health, hydrology, water | ['[Browse Bucket](https://epa-edde.s3.amazonaws.com/index.html)'] | |||
181 | EPA Dynamically Downscaled Ensemble (EDDE) Version 1 - Notifications for EDDE bucket | Notifications for EDDE bucket | arn:aws:sns:us-east-1:127085394039:epa-edde-object_created | us-east-1 | SNS Topic | EDDE Version 1 can be referenced using https://doi.org/10.23719/1530964 Please s | spero.tanya@epa.gov; mallard.megan@epa.gov | U.S. Environmental Protection Agency (https://www.epa.gov) | Quarterly | These datasets are products of the U.S. Government and are intended for public a | aws-pds, weather, climate, climate model, climate projections, CMIP5, CMIP6, us, atmosphere, environmental, meteorological, Eulerian, model, simulations, HPC, events, fluid dynamics, geospatial, netcdf, hdf5, physics, geoscience, open source software, post-processing, air temperature, near-surface air temperature, near-surface relative humidity, near-surface specific humidity, precipitation, radiation, elevation, land use, land cover, agriculture, air quality, infrastructure, ecosystems, floods, health, hydrology, water | ||||
182 | EPA Dynamically Downscaled Ensemble (EDDE) Version 2 - EDDE data are compressed netCDF (https://unidataucaredu/software/netcdf/) file | EDDE data are compressed netCDF (https://unidataucaredu/software/netcdf/) file | arn:aws:s3:::epa-edde-v2 | us-east-1 | S3 Bucket | EDDE can be referenced using https://doi.org/10.23719/1531941 Please see the Dat | mallard.megan@epa.gov; spero.tanya@epa.gov | U.S. Environmental Protection Agency (https://www.epa.gov) | Quarterly | These datasets are products of the U.S. Government and are intended for public a | aws-pds, weather, climate, climate model, climate projections, CMIP5, CMIP6, us, atmosphere, environmental, meteorological, Eulerian, model, simulations, HPC, events, fluid dynamics, geospatial, netcdf, hdf5, physics, geoscience, open source software, post-processing, air temperature, near-surface air temperature, near-surface relative humidity, near-surface specific humidity, precipitation, radiation, elevation, land use, land cover, agriculture, air quality, infrastructure, ecosystems, floods, health, hydrology, water | ['[Browse Bucket](https://epa-edde-v2.s3.amazonaws.com/index.html)'] | |||
183 | EPA Dynamically Downscaled Ensemble (EDDE) Version 2 - Notifications for EDDE bucket | Notifications for EDDE bucket | arn:aws:sns:us-east-1:127085394039:epa-edde-v2-object_created | us-east-1 | SNS Topic | EDDE can be referenced using https://doi.org/10.23719/1531941 Please see the Dat | mallard.megan@epa.gov; spero.tanya@epa.gov | U.S. Environmental Protection Agency (https://www.epa.gov) | Quarterly | These datasets are products of the U.S. Government and are intended for public a | aws-pds, weather, climate, climate model, climate projections, CMIP5, CMIP6, us, atmosphere, environmental, meteorological, Eulerian, model, simulations, HPC, events, fluid dynamics, geospatial, netcdf, hdf5, physics, geoscience, open source software, post-processing, air temperature, near-surface air temperature, near-surface relative humidity, near-surface specific humidity, precipitation, radiation, elevation, land use, land cover, agriculture, air quality, infrastructure, ecosystems, floods, health, hydrology, water | ||||
184 | EPA Risk-Screening Environmental Indicators | RSEI Microdata | arn:aws:s3:::epa-rsei-pds | us-east-1 | S3 Bucket | https://github.com/awslabs/open-data-docs/tree/main/docs/epa-rsei-pds | https://www.epa.gov/rsei/forms/contact-us-about-rsei-model | U.S. Environmental Protection Agency (https://www.epa.gov) | Updated infrequently | US Government work | aws-pds, environmental | ['[Browse Bucket](https://epa-rsei-pds.s3.amazonaws.com/index.html)'] | |||
185 | ERA5-for-WRF Open Data on AWS | ERA5-for-WRF Data | arn:aws:s3:::era5-for-wrf | us-east-1 | S3 Bucket | https://github.com/moptis/era5-for-wrf/ | info@veer.eco | [Veer Renewables](http://www.veer.eco/) | Monthly. | CC BY-SA 4.0 | aws-pds, weather, sustainability, atmosphere, electricity, meteorological, model | ||||
186 | ESA WorldCover | ESA WorldCover in a S3 bucket | arn:aws:s3:::esa-worldcover | eu-central-1 | S3 Bucket | Documentation is available [here](https://esa-worldcover.org/en/data-access). | https://esa-worldcover.org/en/contact | [VITO](https://vito.be) | Yearly. | CC-BY 4.0 | aws-pds, earth observation, agriculture, satellite imagery, geospatial, natural resource, sustainability, cog, disaster response, mapping, synthetic aperture radar, land cover, land use, machine learning, stac | ['[STAC endpoint](https://services.terrascope.be/stac/)'] | False | ||
187 | ESA WorldCover Sentinel-1 and Sentinel-2 10m Annual Composites - ESA WorldCover S1 composites The bucket contains 1 Sentinel-1 annual composite | ESA WorldCover S1 composites The bucket contains 1 Sentinel-1 annual composite | arn:aws:s3:::esa-worldcover-s1 | eu-central-1 | S3 Bucket | More information is available on the products' [GitHub](https://github.com/ESA-W | https://esa-worldcover.org/en/contact | [VITO](https://vito.be) | Not updated. | CC-BY 4.0 | aws-pds, earth observation, agriculture, satellite imagery, geospatial, natural resource, sustainability, cog, disaster response, mapping, synthetic aperture radar, land cover, land use, machine learning, stac | ['[Products Grid](https://esa-worldcover.s3.eu-central-1.amazonaws.com/esa_worldcover_grid_composites.fgb)', '[WorldCover Viewer](https://viewer.esa-worldcover.org/worldcover/?layer=WORLDCOVER_2021_S1_VVVHratio)'] | False | ||
188 | ESA WorldCover Sentinel-1 and Sentinel-2 10m Annual Composites - ESA WorldCover S2 composites The bucket contains the 3 Sentinel-2 L2A annual co | ESA WorldCover S2 composites The bucket contains the 3 Sentinel-2 L2A annual co | arn:aws:s3:::esa-worldcover-s2 | eu-central-1 | S3 Bucket | More information is available on the products' [GitHub](https://github.com/ESA-W | https://esa-worldcover.org/en/contact | [VITO](https://vito.be) | Not updated. | CC-BY 4.0 | aws-pds, earth observation, agriculture, satellite imagery, geospatial, natural resource, sustainability, cog, disaster response, mapping, synthetic aperture radar, land cover, land use, machine learning, stac | ['[Products Grid](https://esa-worldcover.s3.eu-central-1.amazonaws.com/esa_worldcover_grid_composites.fgb)', '[WorldCover Viewer](https://viewer.esa-worldcover.org/worldcover/?layer=WORLDCOVER_2021_S2_NDVI)'] | False | ||
189 | EURO-CORDEX - European component of the Coordinated Regional Downscaling Experiment | Project data files | arn:aws:s3:::euro-cordex | eu-central-1 | S3 Bucket | https://www.euro-cordex.net/060378/index.php.en | cordex-aws@hereon.de | [Helmholtz Centre Hereon / GERICS](https://www.climate-service-center.de) | We will add more datasets on demand. | https://is-enes-data.github.io/cordex_terms_of_use.pdf | aws-pds, climate, model, climate model, atmosphere, geospatial, zarr | ||||
190 | Earth Observation Data Cubes for Brazil - Earth Observation Data Cubes for Brazil - CBERS 4 | Earth Observation Data Cubes for Brazil - CBERS 4 | arn:aws:s3:::bdc-cbers | us-west-2 | S3 Bucket | http://brazildatacube.org/en/home-page-2/ | brazildatacube@inpe.br | [INPE - Brazil Data Cube](http://brazildatacube.org/) | New EO data cubes are added as soon as there are produced by the Brazil Data Cub | The EO data cubes are produced from free and open images of CBERS-4, Landsat-8 a | earth observation, satellite imagery, geoscience, geospatial, image processing, open source software, cog, stac, aws-pds | ['[BDC STAC V0.9.0 endpoint](https://bdc-cbers.s3.us-west-2.amazonaws.com/catalog.json)'] | False | ||
191 | Earth Observation Data Cubes for Brazil - Earth Observation Data Cubes for Brazil - Sentinel 2A/2B | Earth Observation Data Cubes for Brazil - Sentinel 2A/2B | arn:aws:s3:::bdc-sentinel-2 | us-west-2 | S3 Bucket | http://brazildatacube.org/en/home-page-2/ | brazildatacube@inpe.br | [INPE - Brazil Data Cube](http://brazildatacube.org/) | New EO data cubes are added as soon as there are produced by the Brazil Data Cub | The EO data cubes are produced from free and open images of CBERS-4, Landsat-8 a | earth observation, satellite imagery, geoscience, geospatial, image processing, open source software, cog, stac, aws-pds | ['[BDC STAC V0.9.0 endpoint](https://bdc-sentinel-2.s3.us-west-2.amazonaws.com/catalog.json)'] | False | ||
192 | Earth Observation Data Cubes for Brazil - Notifications for new EO Data Cubes CBERS scenes | Notifications for new EO Data Cubes CBERS scenes | arn:aws:sns:us-west-2:896627514407:bdc-cbers-object_created | us-west-2 | SNS Topic | http://brazildatacube.org/en/home-page-2/ | brazildatacube@inpe.br | [INPE - Brazil Data Cube](http://brazildatacube.org/) | New EO data cubes are added as soon as there are produced by the Brazil Data Cub | The EO data cubes are produced from free and open images of CBERS-4, Landsat-8 a | earth observation, satellite imagery, geoscience, geospatial, image processing, open source software, cog, stac, aws-pds | ||||
193 | Earth Observation Data Cubes for Brazil - Notifications for new EO Data Cubes Sentinel-2 scenes | Notifications for new EO Data Cubes Sentinel-2 scenes | arn:aws:sns:us-west-2:896627514407:bdc-sentinel-2-object_created | us-west-2 | SNS Topic | http://brazildatacube.org/en/home-page-2/ | brazildatacube@inpe.br | [INPE - Brazil Data Cube](http://brazildatacube.org/) | New EO data cubes are added as soon as there are produced by the Brazil Data Cub | The EO data cubes are produced from free and open images of CBERS-4, Landsat-8 a | earth observation, satellite imagery, geoscience, geospatial, image processing, open source software, cog, stac, aws-pds | ||||
194 | Earth Radio Occultation | Three types of data exist in a directory hierarchy that includes the contributin | arn:aws:s3:::gnss-ro-data | us-east-1 | S3 Bucket | http://github.com/gnss-ro/aws-opendata | Stephen Leroy (sleroy@aer.com) | Verisk Atmospheric and Environmental Research, Inc. | The dataset is updated monthly for UCAR and ROM SAF contributions only. The upda | A Creative Commons open-use licence (https://www.ucar.edu/terms-of-use/data) app | aws-pds, atmosphere, climate, earth observation, global, signal processing, weather | ['[Browse Bucket](https://gnss-ro-data.s3.amazonaws.com/index.html)'] | |||
195 | EarthDEM | EarthDEM DEM Strips | arn:aws:s3:::pgc-opendata-dems/earthdem/strips/ | us-west-2 | S3 Bucket | https://www.pgc.umn.edu/data/earthdem/ | pgc-support@umn.edu | [Polar Geospatial Center](https://www.pgc.umn.edu/) | New DEM strips are added when allowed by licensing restrictions. Mosaic product | [Creative Commons Attribution 4.0 International (CC BY 4.0)](https://creativecom | aws-pds, elevation, earth observation, geospatial, mapping, open source software, satellite imagery, cog, stac | ['[Browse Static STAC Catalog](https://polargeospatialcenter.github.io/stac-browser/#/external/pgc-opendata-dems.s3.us-west-2.amazonaws.com/earthdem/strips.json)', '[Dynamic STAC API Guide](https://www.pgc.umn.edu/guides/stereo-derived-elevation-models/stac-access-static-and-dynamic-api/)'] | |||
196 | End-Use Load Profiles for the U.S. Building Stock | End-Use Load Profiles for the US Building Stock | arn:aws:s3:::oedi-data-lake/nrel-pds-building-stock/ | us-west-2 | S3 Bucket | https://www.nrel.gov/buildings/end-use-load-profiles.html | ComStock@nrel.gov and ResStock@nrel.gov | [National Renewable Energy Laboratory](https://www.nrel.gov/) | Twice per year | [ComStock License](https://github.com/NREL/ComStock/blob/main/LICENSE.txt) and [ | aws-pds, climate, cities, energy, energy modeling, geospatial, metadata, model, open source software, sustainability, utilities | ['[Browse Dataset](https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=nrel-pds-building-stock%2Fend-use-load-profiles-for-us-building-stock%2F)'] | |||
197 | Ensemble Meteorological Dataset for Planet Earth, EM-Earth | Ensemble Meteorological Dataset for Planet Earth, EM-Earth | arn:aws:s3:::emearth | us-west-2 | S3 Bucket | https://doi.org/10.20383/102.0547 | shervan.gharari@usask.ca | [Computational Hydrology at the University of Saskatchewan](https://uofs-comphyd | N/A | Creative Commons Attribution 4.0 International (CC BY 4.0) https://creativecommo | aws-pds, atmosphere, netcdf, near-surface air temperature, precipitation, meteorological | ['[Browse Bucket](https://emearth.s3.amazonaws.com/index.html)'] | |||
198 | Euclid Quick Release 1 (Q1) - Catalogs: MER final catalog, photometric redshift catalogs, spectroscopic catalo | Catalogs: MER final catalog, photometric redshift catalogs, spectroscopic catalo | arn:aws:s3:::nasa-irsa-euclid-q1/q1/catalogs | us-east-1 | S3 Bucket | https://irsa.ipac.caltech.edu/data/Euclid/docs/overview_q1.html | https://irsa.ipac.caltech.edu/docs/help_desk.html | NASA/IPAC Infrared Science Archive ([IRSA](https://irsa.ipac.caltech.edu)) at Ca | Euclid Q1 has been finalized and will not be updated. The data may be presented | https://irsa.ipac.caltech.edu/data_use_terms.html | astronomy, imaging, object detection, satellite imagery, survey | False | False | ||
199 | Euclid Quick Release 1 (Q1) - MER: Level 2 multiwavelength space- and ground-based mosaics FITS format, organ | MER: Level 2 multiwavelength space- and ground-based mosaics FITS format, organ | arn:aws:s3:::nasa-irsa-euclid-q1/q1/MER | us-east-1 | S3 Bucket | https://irsa.ipac.caltech.edu/data/Euclid/docs/overview_q1.html | https://irsa.ipac.caltech.edu/docs/help_desk.html | NASA/IPAC Infrared Science Archive ([IRSA](https://irsa.ipac.caltech.edu)) at Ca | Euclid Q1 has been finalized and will not be updated. The data may be presented | https://irsa.ipac.caltech.edu/data_use_terms.html | astronomy, imaging, object detection, satellite imagery, survey | False | False | ||
200 | Euclid Quick Release 1 (Q1) - MER_SEG: Segmentation maps of detections made on the MER mosaics FITS format, o | MER_SEG: Segmentation maps of detections made on the MER mosaics FITS format, o | arn:aws:s3:::nasa-irsa-euclid-q1/q1/MER_SEG | us-east-1 | S3 Bucket | https://irsa.ipac.caltech.edu/data/Euclid/docs/overview_q1.html | https://irsa.ipac.caltech.edu/docs/help_desk.html | NASA/IPAC Infrared Science Archive ([IRSA](https://irsa.ipac.caltech.edu)) at Ca | Euclid Q1 has been finalized and will not be updated. The data may be presented | https://irsa.ipac.caltech.edu/data_use_terms.html | astronomy, imaging, object detection, satellite imagery, survey | False | False | ||
201 | Euclid Quick Release 1 (Q1) - NIR: Level 2 YJH NISP calibrated frames FITS format, organized by Observation I | NIR: Level 2 YJH NISP calibrated frames FITS format, organized by Observation I | arn:aws:s3:::nasa-irsa-euclid-q1/q1/NIR | us-east-1 | S3 Bucket | https://irsa.ipac.caltech.edu/data/Euclid/docs/overview_q1.html | https://irsa.ipac.caltech.edu/docs/help_desk.html | NASA/IPAC Infrared Science Archive ([IRSA](https://irsa.ipac.caltech.edu)) at Ca | Euclid Q1 has been finalized and will not be updated. The data may be presented | https://irsa.ipac.caltech.edu/data_use_terms.html | astronomy, imaging, object detection, satellite imagery, survey | False | False | ||
202 | Euclid Quick Release 1 (Q1) - RAW: Level 1 VIS and NISP raw frames FITS format, organized by Observation ID | RAW: Level 1 VIS and NISP raw frames FITS format, organized by Observation ID | arn:aws:s3:::nasa-irsa-euclid-q1/q1/RAW | us-east-1 | S3 Bucket | https://irsa.ipac.caltech.edu/data/Euclid/docs/overview_q1.html | https://irsa.ipac.caltech.edu/docs/help_desk.html | NASA/IPAC Infrared Science Archive ([IRSA](https://irsa.ipac.caltech.edu)) at Ca | Euclid Q1 has been finalized and will not be updated. The data may be presented | https://irsa.ipac.caltech.edu/data_use_terms.html | astronomy, imaging, object detection, satellite imagery, survey | False | False |