From 1e826e36807e9d798c86cd22272678a3f5e27f2d Mon Sep 17 00:00:00 2001 From: GitHub Action Date: Thu, 28 Sep 2023 04:57:35 +0000 Subject: [PATCH] Updated datasets 2023-09-28 UTC --- aws_geo_datasets.json | 80 +++++++++++- aws_geo_datasets.tsv | 10 +- aws_open_datasets.json | 86 ++++++++++++- aws_open_datasets.tsv | 8 +- aws_stac_catalogs.json | 9 ++ aws_stac_catalogs.tsv | 1 + gee_catalog.json | 270 ++++++++++++++++++++++------------------- gee_catalog.tsv | 253 +++++++++++++++++++------------------- nasa_cmr_catalog.json | 26 ---- nasa_cmr_catalog.tsv | 2 - 10 files changed, 452 insertions(+), 293 deletions(-) diff --git a/aws_geo_datasets.json b/aws_geo_datasets.json index 93c3a0e..a4ded7f 100644 --- a/aws_geo_datasets.json +++ b/aws_geo_datasets.json @@ -696,6 +696,25 @@ "AccountRequired": null, "Host": null }, + { + "Name": "CMAS Data Warehouse - SMOKE Test Case", + "Description": "SMOKE Test Case", + "ARN": "arn:aws:s3:::cmas-smoke-testcase", + "Region": "us-east-1", + "Type": "S3 Bucket", + "Documentation": "https://dataverse.unc.edu/dataverse/cmascenter", + "Contact": "cmas@unc.edu", + "ManagedBy": "[CMAS CENTER](https://cmascenter.org/)", + "UpdateFrequency": "New data is added as soon as it is available.", + "License": "There are no restrictions on the use of this data. US EPA License (https://paste", + "Tags": "aws-pds, air quality, meteorological, geospatial, environmental, climate", + "RequesterPays": null, + "Explore": [ + "[Browse Bucket](https://cmas-smoke-testcase.s3.amazonaws.com/index.html)" + ], + "AccountRequired": null, + "Host": null + }, { "Name": "CMIP6 GCMs downscaled using WRF", "Description": "WRF output files", @@ -6080,6 +6099,42 @@ "AccountRequired": null, "Host": null }, + { + "Name": "NOAA Hurricane Analysis and Forecast System (HAFS) - Hurricane Analysis Forecast System (HAFS) Data", + "Description": "Hurricane Analysis Forecast System (HAFS) Data", + "ARN": "arn:aws:s3:::noaa-nws-hafs-pds", + "Region": "us-east-1", + "Type": "S3 Bucket", + "Documentation": "https://wpo.noaa.gov/the-hurricane-analysis-and-forecast-system-hafs/", + "Contact": "For any questions regarding data delivery or any general questions regarding the", + "ManagedBy": "[NOAA](http://www.noaa.gov/)", + "UpdateFrequency": "Event Driven", + "License": "Open Data. There are no restrictions on the use of this data.", + "Tags": "aws-pds, agriculture, climate, meteorological, weather", + "RequesterPays": null, + "Explore": [ + "[Browse Bucket](https://noaa-nws-hafs-pds.s3.amazonaws.com/index.html)" + ], + "AccountRequired": null, + "Host": null + }, + { + "Name": "NOAA Hurricane Analysis and Forecast System (HAFS) - New data notifications for HAFS, only Lambda and SQS protocols allowed", + "Description": "New data notifications for HAFS, only Lambda and SQS protocols allowed", + "ARN": "arn:aws:sns:us-east-1:709902155096:NewHAFSObject", + "Region": "us-east-1", + "Type": "SNS Topic", + "Documentation": "https://wpo.noaa.gov/the-hurricane-analysis-and-forecast-system-hafs/", + "Contact": "For any questions regarding data delivery or any general questions regarding the", + "ManagedBy": "[NOAA](http://www.noaa.gov/)", + "UpdateFrequency": "Event Driven", + "License": "Open Data. There are no restrictions on the use of this data.", + "Tags": "aws-pds, agriculture, climate, meteorological, weather", + "RequesterPays": null, + "Explore": null, + "AccountRequired": null, + "Host": null + }, { "Name": "NOAA Integrated Surface Database (ISD) - ISD in CSV format", "Description": "ISD in CSV format", @@ -6197,7 +6252,7 @@ { "Name": "NOAA Joint Polar Satellite System (JPSS) - New data notifications for JPSS data, only Lambda and SQS protocols allowed", "Description": "New data notifications for JPSS data, only Lambda and SQS protocols allowed", - "ARN": "arn:aws:sns:us-east-1:709902155096:NewJPSSObject", + "ARN": "arn:aws:sns:us-east-1:709902155096:NewNOAA21Object", "Region": "us-east-1", "Type": "SNS Topic", "Documentation": "https://github.com/NOAA-Big-Data-Program/bdp-data-docs/tree/main/JPSS", @@ -6231,7 +6286,7 @@ { "Name": "NOAA Joint Polar Satellite System (JPSS) - New data notifications for JPSS data, only Lambda and SQS protocols allowed", "Description": "New data notifications for JPSS data, only Lambda and SQS protocols allowed", - "ARN": "arn:aws:sns:us-east-1:709902155096:NewNOAA21Object", + "ARN": "arn:aws:sns:us-east-1:709902155096:NewJPSSObject", "Region": "us-east-1", "Type": "SNS Topic", "Documentation": "https://github.com/NOAA-Big-Data-Program/bdp-data-docs/tree/main/JPSS", @@ -9914,6 +9969,23 @@ "AccountRequired": null, "Host": null }, + { + "Name": "Spitzer Enhanced Imaging Products (SEIP) Super Mosaics", + "Description": "36, 45, 58, 8, and 24 micron mean and median mosaics with corresponding uncer", + "ARN": "arn:aws:s3:::nasa-irsa-spitzer/spitzer/seip", + "Region": "us-west-2", + "Type": "S3 Bucket", + "Documentation": "https://irsa.ipac.caltech.edu/data/SPITZER/Enhanced/SEIP/overview.html", + "Contact": "https://irsa.ipac.caltech.edu/docs/help_desk.html", + "ManagedBy": "NASA/IPAC Infrared Science Archive ([IRSA](https://irsa.ipac.caltech.edu)) at Ca", + "UpdateFrequency": "This data set may be updated once or twice in the future.", + "License": "https://irsa.ipac.caltech.edu/data_use_terms.html", + "Tags": "astronomy, imaging, satellite imagery, survey", + "RequesterPays": false, + "Explore": null, + "AccountRequired": false, + "Host": null + }, { "Name": "Storm EVent ImageRy (SEVIR)", "Description": "Dataset of storm imagery", @@ -10142,7 +10214,9 @@ "License": "https://creativecommons.org/licenses/by-nc/4.0/", "Tags": "aws-pds, agriculture, earth observation, satellite imagery, geospatial, image processing, natural resource, disaster response, cog, stac, activity detection, environmental, land cover", "RequesterPays": false, - "Explore": null, + "Explore": [ + "[STAC Browser Venus L2A (COG) Catalog](https://radiantearth.github.io/stac-browser/#/external/venus-l2a-cogs.s3.us-east-1.amazonaws.com/catalog.json)" + ], "AccountRequired": null, "Host": null }, diff --git a/aws_geo_datasets.tsv b/aws_geo_datasets.tsv index c5adc49..c309bf1 100644 --- a/aws_geo_datasets.tsv +++ b/aws_geo_datasets.tsv @@ -38,6 +38,7 @@ CMAS Data Warehouse - CMAQ Release Benchmark Data for Easy Download CMAQ Release 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)'] 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)'] 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)'] +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)'] 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 s.rahimi@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)'] 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 False ['[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)'] 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 @@ -337,15 +338,17 @@ NOAA Global Surge and Tide Operational Forecast System 2-D (STOFS-2D-Global) - N NOAA High-Resolution Rapid Refresh (HRRR) Model - Archive of HRRR data since 2014 Archive of HRRR data since 2014 arn:aws:s3:::noaa-hrrr-bdp-pds us-east-1 S3 Bucket https://github.com/awslabs/open-data-docs/tree/main/docs/noaa/noaa-hrrr For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) Hourly U.S. Government Work aws-pds, agriculture, climate, weather, environmental, disaster response ['[Browse Bucket](https://noaa-hrrr-bdp-pds.s3.amazonaws.com/index.html)'] NOAA High-Resolution Rapid Refresh (HRRR) Model - HRRR Zarr format near-real time data archive managed by the University of Utah HRRR Zarr format near-real time data archive managed by the University of Utah arn:aws:s3:::hrrrzarr us-west-1 S3 Bucket https://github.com/awslabs/open-data-docs/tree/main/docs/noaa/noaa-hrrr For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) Hourly U.S. Government Work aws-pds, agriculture, climate, weather, environmental, disaster response ['[Browse Bucket](https://hrrrzarr.s3.amazonaws.com/index.html)'] NOAA High-Resolution Rapid Refresh (HRRR) Model - New data notifications New data notifications arn:aws:sns:us-east-1:123901341784:NewHRRRObject us-east-1 SNS Topic https://github.com/awslabs/open-data-docs/tree/main/docs/noaa/noaa-hrrr For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) Hourly U.S. Government Work aws-pds, agriculture, climate, weather, environmental, disaster response +NOAA Hurricane Analysis and Forecast System (HAFS) - Hurricane Analysis Forecast System (HAFS) Data Hurricane Analysis Forecast System (HAFS) Data arn:aws:s3:::noaa-nws-hafs-pds us-east-1 S3 Bucket https://wpo.noaa.gov/the-hurricane-analysis-and-forecast-system-hafs/ For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) Event Driven Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, weather ['[Browse Bucket](https://noaa-nws-hafs-pds.s3.amazonaws.com/index.html)'] +NOAA Hurricane Analysis and Forecast System (HAFS) - New data notifications for HAFS, only Lambda and SQS protocols allowed New data notifications for HAFS, only Lambda and SQS protocols allowed arn:aws:sns:us-east-1:709902155096:NewHAFSObject us-east-1 SNS Topic https://wpo.noaa.gov/the-hurricane-analysis-and-forecast-system-hafs/ For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) Event Driven Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, weather NOAA Integrated Surface Database (ISD) - ISD in CSV format ISD in CSV format arn:aws:s3:::noaa-global-hourly-pds us-east-1 S3 Bucket https://www.ncei.noaa.gov/data/global-hourly/doc/isd-format-document.pdf For questions regarding data content or quality, visit [the NOAA ISD site](https [NOAA](http://www.noaa.gov/) Daily https://www.ncdc.noaa.gov/isd/data-access aws-pds, agriculture, climate, meteorological, weather ['[Browse Bucket](https://noaa-global-hourly-pds.s3.amazonaws.com/index.html)'] NOAA Integrated Surface Database (ISD) - ISD in original format ISD in original format arn:aws:s3:::noaa-isd-pds us-east-1 S3 Bucket https://www.ncei.noaa.gov/data/global-hourly/doc/isd-format-document.pdf For questions regarding data content or quality, visit [the NOAA ISD site](https [NOAA](http://www.noaa.gov/) Daily https://www.ncdc.noaa.gov/isd/data-access aws-pds, agriculture, climate, meteorological, weather ['[Browse Bucket](https://noaa-isd-pds.s3.amazonaws.com/index.html)'] NOAA Joint Polar Satellite System (JPSS) - NOAA JPSS Development Data NOAA JPSS Development Data arn:aws:s3:::noaa-jpss us-east-1 S3 Bucket https://github.com/NOAA-Big-Data-Program/bdp-data-docs/tree/main/JPSS For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) New data is added as soon as it's available Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, weather ['[Browse Bucket](https://noaa-jpss.s3.amazonaws.com/index.html)'] NOAA Joint Polar Satellite System (JPSS) - NOAA JPSS NOAA-20 Data NOAA JPSS NOAA-20 Data arn:aws:s3:::noaa-nesdis-n20-pds us-east-1 S3 Bucket https://github.com/NOAA-Big-Data-Program/bdp-data-docs/tree/main/JPSS For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) New data is added as soon as it's available Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, weather ['[Browse Bucket](https://noaa-nesdis-n20-pds.s3.amazonaws.com/index.html)'] NOAA Joint Polar Satellite System (JPSS) - NOAA JPSS NOAA-21 Data NOAA JPSS NOAA-21 Data arn:aws:s3:::noaa-nesdis-n21-pds us-east-1 S3 Bucket https://github.com/NOAA-Big-Data-Program/bdp-data-docs/tree/main/JPSS For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) New data is added as soon as it's available Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, weather ['[Browse Bucket](https://noaa-nesdis-n21-pds.s3.amazonaws.com/index.html)'] NOAA Joint Polar Satellite System (JPSS) - NOAA JPSS SNPP (Suomi NPP) Data NOAA JPSS SNPP (Suomi NPP) Data arn:aws:s3:::noaa-nesdis-snpp-pds us-east-1 S3 Bucket https://github.com/NOAA-Big-Data-Program/bdp-data-docs/tree/main/JPSS For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) New data is added as soon as it's available Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, weather ['[Browse Bucket](https://noaa-nesdis-snpp-pds.s3.amazonaws.com/index.html)'] -NOAA Joint Polar Satellite System (JPSS) - New data notifications for JPSS data, only Lambda and SQS protocols allowed New data notifications for JPSS data, only Lambda and SQS protocols allowed arn:aws:sns:us-east-1:709902155096:NewJPSSObject us-east-1 SNS Topic https://github.com/NOAA-Big-Data-Program/bdp-data-docs/tree/main/JPSS For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) New data is added as soon as it's available Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, weather -NOAA Joint Polar Satellite System (JPSS) - New data notifications for JPSS data, only Lambda and SQS protocols allowed New data notifications for JPSS data, only Lambda and SQS protocols allowed arn:aws:sns:us-east-1:709902155096:NewNOAA20Object us-east-1 SNS Topic https://github.com/NOAA-Big-Data-Program/bdp-data-docs/tree/main/JPSS For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) New data is added as soon as it's available Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, weather NOAA Joint Polar Satellite System (JPSS) - New data notifications for JPSS data, only Lambda and SQS protocols allowed New data notifications for JPSS data, only Lambda and SQS protocols allowed arn:aws:sns:us-east-1:709902155096:NewNOAA21Object us-east-1 SNS Topic https://github.com/NOAA-Big-Data-Program/bdp-data-docs/tree/main/JPSS For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) New data is added as soon as it's available Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, weather +NOAA Joint Polar Satellite System (JPSS) - New data notifications for JPSS data, only Lambda and SQS protocols allowed New data notifications for JPSS data, only Lambda and SQS protocols allowed arn:aws:sns:us-east-1:709902155096:NewNOAA20Object us-east-1 SNS Topic https://github.com/NOAA-Big-Data-Program/bdp-data-docs/tree/main/JPSS For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) New data is added as soon as it's available Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, weather +NOAA Joint Polar Satellite System (JPSS) - New data notifications for JPSS data, only Lambda and SQS protocols allowed New data notifications for JPSS data, only Lambda and SQS protocols allowed arn:aws:sns:us-east-1:709902155096:NewJPSSObject us-east-1 SNS Topic https://github.com/NOAA-Big-Data-Program/bdp-data-docs/tree/main/JPSS For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) New data is added as soon as it's available Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, weather NOAA Joint Polar Satellite System (JPSS) - New data notifications for JPSS data, only Lambda and SQS protocols allowed New data notifications for JPSS data, only Lambda and SQS protocols allowed arn:aws:sns:us-east-1:709902155096:NewSNPPObject us-east-1 SNS Topic https://github.com/NOAA-Big-Data-Program/bdp-data-docs/tree/main/JPSS For any questions regarding data delivery or any general questions regarding the [NOAA](http://www.noaa.gov/) New data is added as soon as it's available Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, weather NOAA Multi-Radar/Multi-Sensor System (MRMS) - NOAA Multi-Radar/Multi-Sensor System (MRMS) NOAA Multi-Radar/Multi-Sensor System (MRMS) arn:aws:s3:::noaa-mrms-pds us-east-1 S3 Bucket https://www.nssl.noaa.gov/projects/mrms/ For specific MRMS data questions, please reach out to the MRMS Team at mrms@noaa [NOAA](http://www.noaa.gov/) Data is delivered in real-time with a 2-minute update cycle. Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, weather ['[Browse Bucket](https://noaa-mrms-pds.s3.amazonaws.com/index.html)'] NOAA Multi-Radar/Multi-Sensor System (MRMS) - New data notifications for MRMS data, only Lambda and SQS protocols allowed New data notifications for MRMS data, only Lambda and SQS protocols allowed arn:aws:sns:us-east-1:123901341784:NewMRMSObject us-east-1 SNS Topic https://www.nssl.noaa.gov/projects/mrms/ For specific MRMS data questions, please reach out to the MRMS Team at mrms@noaa [NOAA](http://www.noaa.gov/) Data is delivered in real-time with a 2-minute update cycle. Open Data. There are no restrictions on the use of this data. aws-pds, agriculture, climate, meteorological, weather @@ -549,6 +552,7 @@ Sounds of Central African landscapes Nouabale-Ndoki landscape sound data arn:aws Southern California Earthquake Data Seismic waveform data (miniSEED format) and earthquake catalog (ascii) arn:aws:s3:::scedc-pds us-west-2 S3 Bucket https://scedc.caltech.edu/data/cloud.html scedc@gps.caltech.edu [Southern California Earthquake Data Center](https://scedc.caltech.edu) Daily SCEDC herby grants the non-exclusive, royalty free, non-transferable, worldwide aws-pds, earth observation, earthquakes, seismology SpaceNet Imagery and metadata in a S3 bucket arn:aws:s3:::spacenet-dataset us-east-1 S3 Bucket https://spacenet.ai/ https://spacenet.ai/contact-us/ [SpaceNet](https://spacenet.ai/) New imagery and features are added quarterly Various (See [here](https://spacenet.ai/datasets/) for more details) aws-pds, geospatial, computer vision, machine learning, earth observation, disaster response, satellite imagery Speedtest by Ookla Global Fixed and Mobile Network Performance Maps Parquet and Shapefiles arn:aws:s3:::ookla-open-data us-west-2 S3 Bucket [Performance Maps Overview](https://github.com/teamookla/ookla-open-data) opendata@ookla.com [Ookla](https://www.ookla.com/ookla-for-good) Quarterly """[CC BY-NC-SA 4.0](https://creativecommons.org/licenses/by-nc-sa/4.0/)""" analytics, aws-pds, broadband, cities, civic, disaster response, geospatial, global, government spending, infrastructure, internet, mapping, parquet, network traffic, regulatory, telecommunications, tiles +Spitzer Enhanced Imaging Products (SEIP) Super Mosaics 36, 45, 58, 8, and 24 micron mean and median mosaics with corresponding uncer arn:aws:s3:::nasa-irsa-spitzer/spitzer/seip us-west-2 S3 Bucket https://irsa.ipac.caltech.edu/data/SPITZER/Enhanced/SEIP/overview.html https://irsa.ipac.caltech.edu/docs/help_desk.html NASA/IPAC Infrared Science Archive ([IRSA](https://irsa.ipac.caltech.edu)) at Ca This data set may be updated once or twice in the future. https://irsa.ipac.caltech.edu/data_use_terms.html astronomy, imaging, satellite imagery, survey False False Storm EVent ImageRy (SEVIR) Dataset of storm imagery arn:aws:s3:::sevir us-west-2 S3 Bucket https://nbviewer.jupyter.org/github/MIT-AI-Accelerator/eie-sevir/blob/master/exa mark.veillette@mit.edu Mark S. Veillette New events will be added to SEVIR yearly There are no restrictions on the use of this data. satellite imagery, weather, meteorological, aws-pds Swiss Public Transport Stops data files ESRI FGDB, CSV , MapInfo, Interlis arn:aws:s3:::data.geo.admin.ch/ch.bav.haltestellen-oev/data.zip eu-west-1 S3 Bucket https://www.bav.admin.ch/bav/de/home/allgemeine-themen/fachthemen/geoinformation fredi.daellenbach@bav.admin.ch Swiss Geoportal annually You may use this dataset for non-commercial purposes. You may use this dataset f cities, geospatial, infrastructure, mapping, traffic, transportation ['[Browse Bucket](https://data.geo.admin.ch/index.html)'] Terra Fusion Data Sampler AWS S3 Public Bucket Containing Terra Basic Fusion Hierarchical Data Format 5 (H arn:aws:s3:::terrafusiondatasampler us-west-2 S3 Bucket https://go.illinois.edu/terra-fusion-doc gdi@illinois.edu University of Illinois Static, with a planned update for years 2016-2020 in the future. Creative Commons Level 0 aws-pds, geospatial, satellite imagery @@ -561,7 +565,7 @@ USGS Landsat - New scene notifications New scene notifications arn:aws:sns:us-we USGS Landsat - Scenes and metadata Scenes and metadata arn:aws:s3:::usgs-landsat/collection02/ us-west-2 S3 Bucket https://www.usgs.gov/core-science-systems/nli/landsat/landsat-commercial-cloud-d https://answers.usgs.gov/ [United States Geological Survey](https://www.usgs.gov) New scenes are added daily. There are no restrictions on Landsat data downloaded from the USGS; it can be us agriculture, earth observation, satellite imagery, geospatial, natural resource, disaster response, stac, cog True ['[STAC Catalog](https://landsatlook.usgs.gov/stac-server/collections)'] Umbra Synthetic Aperture Radar (SAR) Open Data Umbra Spotlight collects including GEC, SICD, SIDD, CPHD data and metadata arn:aws:s3:::umbra-open-data-catalog us-west-2 S3 Bucket https://help.umbra.space/kb/en help@umbra.space [Umbra](http://umbra.space/) New data is added frequently. The frequent updates enable users to analyze the t All data is provided with a Creative Commons License ([CC by 4.0](https://umbra. aws-pds, synthetic aperture radar, stac, satellite imagery, earth observation, image processing, geospatial False ['[Browse Bucket](http://umbra-open-data-catalog.s3-website.us-west-2.amazonaws.com/)', '[STAC Browser](https://radiantearth.github.io/stac-browser/#/external/s3.us-west-2.amazonaws.com/umbra-open-data-catalog/stac/catalog.json)'] VENUS L2A Cloud-Optimized GeoTIFFs - New Venus L2A dataset notifications, can subscribe with Lambda New Venus L2A dataset notifications, can subscribe with Lambda arn:aws:sns:us-east-1:794383284256:venus-l2a-cogs-object_created us-east-1 SNS Topic https://github.com/earthdaily/venus-on-aws/ Klaus Bachhuber - klaus.bachhuber@earthdaily.com [EarthDaily Analytics](https://earthdaily.com/) New Venus data are added regularly https://creativecommons.org/licenses/by-nc/4.0/ aws-pds, agriculture, earth observation, satellite imagery, geospatial, image processing, natural resource, disaster response, cog, stac, activity detection, environmental, land cover -VENUS L2A Cloud-Optimized GeoTIFFs - Venus L2A dataset (COG) and metadata (STAC) Venus L2A dataset (COG) and metadata (STAC) arn:aws:s3:::venus-l2a-cogs us-east-1 S3 Bucket https://github.com/earthdaily/venus-on-aws/ Klaus Bachhuber - klaus.bachhuber@earthdaily.com [EarthDaily Analytics](https://earthdaily.com/) New Venus data are added regularly https://creativecommons.org/licenses/by-nc/4.0/ aws-pds, agriculture, earth observation, satellite imagery, geospatial, image processing, natural resource, disaster response, cog, stac, activity detection, environmental, land cover False +VENUS L2A Cloud-Optimized GeoTIFFs - Venus L2A dataset (COG) and metadata (STAC) Venus L2A dataset (COG) and metadata (STAC) arn:aws:s3:::venus-l2a-cogs us-east-1 S3 Bucket https://github.com/earthdaily/venus-on-aws/ Klaus Bachhuber - klaus.bachhuber@earthdaily.com [EarthDaily Analytics](https://earthdaily.com/) New Venus data are added regularly https://creativecommons.org/licenses/by-nc/4.0/ aws-pds, agriculture, earth observation, satellite imagery, geospatial, image processing, natural resource, disaster response, cog, stac, activity detection, environmental, land cover False ['[STAC Browser Venus L2A (COG) Catalog](https://radiantearth.github.io/stac-browser/#/external/venus-l2a-cogs.s3.us-east-1.amazonaws.com/catalog.json)'] World Bank - Light Every Night Light Every Night dataset of all VIIRS DNB and DMSP-OLS nighttime satellite data arn:aws:s3:::globalnightlight us-east-1 S3 Bucket https://worldbank.github.io/OpenNightLights/wb-light-every-night-readme.html Trevor Monroe tmonroe@worldbank.org; Benjamin P. Stewart bstewart@worldbankgroup [World Bank Group](https://www.worldbank.org/en/home) Quarterly [World Bank Open Database License (ODbL)](https://creativecommons.org/licenses/b disaster response, earth observation, satellite imagery, aws-pds, stac, cog ['[STAC 1.0.0-beta.2 endpoint](https://stacindex.org/catalogs/world-bank-light-every-night#/)'] iNaturalist Licensed Observation Images Image files (eg JPEG) associated with metadata describing the observation asso arn:aws:s3:::inaturalist-open-data us-east-1 S3 Bucket "Documentation can be found