{"id":64199,"name":"geospatial-data-catalogs","description":"A list of open geospatial datasets available on AWS, Earth Engine, Planetary Computer, and STAC Index.","url":"https://github.com/opengeos/geospatial-data-catalogs","last_synced_at":"2026-04-07T19:01:26.928Z","repository":{"id":65057222,"uuid":"581298174","full_name":"opengeos/geospatial-data-catalogs","owner":"opengeos","description":"A list of open geospatial datasets available on AWS, Earth Engine, Planetary Computer, NASA CMR, and STAC Index","archived":false,"fork":false,"pushed_at":"2026-03-29T05:28:41.000Z","size":424743,"stargazers_count":630,"open_issues_count":0,"forks_count":58,"subscribers_count":24,"default_branch":"master","last_synced_at":"2026-03-29T08:24:34.364Z","etag":null,"topics":["amazon","aws","cloud-computing","earth-engine","geospatial","geospatial-data","nasa-data","opan-data","open-access","satellite-imagery"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/opengeos.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2022-12-22T19:54:55.000Z","updated_at":"2026-03-29T05:28:45.000Z","dependencies_parsed_at":"2024-04-15T06:27:33.876Z","dependency_job_id":"f11f997f-c746-4c83-90a0-7f5387c535a5","html_url":"https://github.com/opengeos/geospatial-data-catalogs","commit_stats":{"total_commits":696,"total_committers":3,"mean_commits":232.0,"dds":"0.014367816091954033","last_synced_commit":"d8915ff144d254ce8387f7f12624913856934fc7"},"previous_names":["giswqs/geospatial-data-catalogs"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/opengeos/geospatial-data-catalogs","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/opengeos%2Fgeospatial-data-catalogs","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/opengeos%2Fgeospatial-data-catalogs/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/opengeos%2Fgeospatial-data-catalogs/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/opengeos%2Fgeospatial-data-catalogs/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/opengeos","download_url":"https://codeload.github.com/opengeos/geospatial-data-catalogs/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/opengeos%2Fgeospatial-data-catalogs/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31196261,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-03-30T12:28:04.769Z","status":"ssl_error","status_checked_at":"2026-03-30T12:28:01.577Z","response_time":138,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"owner":{"login":"opengeos","name":"Open Geospatial Solutions","uuid":"129896036","kind":"organization","description":"A collection of open-source software packages for the geospatial community","email":"opengeos@outlook.com","website":"https://opengeos.github.io","location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/129896036?v=4","repositories_count":1,"last_synced_at":"2023-04-06T18:19:50.442Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/opengeos","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2023-04-06T18:19:50.495Z","updated_at":"2023-04-06T18:19:50.495Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/opengeos","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/opengeos/repositories"},"packages":[],"commits":{"id":1334623,"full_name":"opengeos/geospatial-data-catalogs","default_branch":"master","total_commits":1212,"total_committers":5,"total_bot_commits":2,"total_bot_committers":1,"mean_commits":242.4,"dds":0.010726072607260773,"past_year_total_commits":368,"past_year_total_committers":3,"past_year_total_bot_commits":1,"past_year_total_bot_committers":1,"past_year_mean_commits":122.66666666666667,"past_year_dds":0.005434782608695676,"last_synced_at":"2026-04-01T16:02:50.119Z","last_synced_commit":"30893de7a2949625c46ae5ecd057be20f1fb138c","created_at":"2023-09-11T17:45:18.422Z","updated_at":"2026-04-01T16:02:37.448Z","committers":[{"name":"GitHub Action","email":"action@github.com","login":"actions-user","count":1199},{"name":"Qiusheng Wu","email":"giswqs@gmail.com","login":"giswqs","count":9},{"name":"pre-commit-ci[bot]","email":"66853113+pre-commit-ci[bot]","login":"pre-commit-ci[bot]","count":2},{"name":"Rambaud Pierrick","email":"12rambau","login":"12rambau","count":1},{"name":"Dominik Weckmüller","email":"47481567+do-me","login":"do-me","count":1}],"past_year_committers":[{"name":"GitHub Action","email":"action@github.com","login":"actions-user","count":366},{"name":"pre-commit-ci[bot]","email":"66853113+pre-commit-ci[bot]","login":"pre-commit-ci[bot]","count":1},{"name":"Dominik Weckmüller","email":"47481567+do-me","login":"do-me","count":1}],"commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/opengeos%2Fgeospatial-data-catalogs/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2026-04-07T00:00:11.408Z","repositories_count":6211614,"commits_count":918017205,"contributors_count":35583097,"owners_count":1142749,"icon_url":"https://github.com/github.png","host_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories"}},"issues_stats":{"full_name":"opengeos/geospatial-data-catalogs","html_url":"https://github.com/opengeos/geospatial-data-catalogs","last_synced_at":"2026-02-05T13:02:29.781Z","status":"active","issues_count":1,"pull_requests_count":6,"avg_time_to_close_issue":4236022.0,"avg_time_to_close_pull_request":1472240.75,"issues_closed_count":1,"pull_requests_closed_count":4,"pull_request_authors_count":3,"issue_authors_count":1,"avg_comments_per_issue":2.0,"avg_comments_per_pull_request":0.16666666666666666,"merged_pull_requests_count":4,"bot_issues_count":0,"bot_pull_requests_count":3,"past_year_issues_count":1,"past_year_pull_requests_count":1,"past_year_avg_time_to_close_issue":4236022.0,"past_year_avg_time_to_close_pull_request":781.0,"past_year_issues_closed_count":1,"past_year_pull_requests_closed_count":1,"past_year_pull_request_authors_count":1,"past_year_issue_authors_count":1,"past_year_avg_comments_per_issue":2.0,"past_year_avg_comments_per_pull_request":1.0,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":1,"created_at":"2023-09-11T17:45:43.148Z","updated_at":"2026-02-05T13:02:29.781Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/opengeos%2Fgeospatial-data-catalogs","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/opengeos%2Fgeospatial-data-catalogs/issues","issue_labels_count":{},"pull_request_labels_count":{},"issue_author_associations_count":{"CONTRIBUTOR":1},"pull_request_author_associations_count":{"CONTRIBUTOR":5,"NONE":1},"issue_authors":{"do-me":1},"pull_request_authors":{"pre-commit-ci[bot]":3,"12rambau":2,"do-me":1},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2026-03-18T00:00:08.613Z","repositories_count":13786722,"issues_count":34690823,"pull_requests_count":113221217,"authors_count":11207278,"icon_url":"https://github.com/github.png","host_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories","owners_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/owners","authors_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors"},"past_year_issue_labels_count":{},"past_year_pull_request_labels_count":{},"past_year_issue_author_associations_count":{"CONTRIBUTOR":1},"past_year_pull_request_author_associations_count":{"CONTRIBUTOR":1},"past_year_issue_authors":{"do-me":1},"past_year_pull_request_authors":{"do-me":1},"maintainers":[],"active_maintainers":[]},"events":{"total":{"PullRequestEvent":3,"ForkEvent":11,"WatchEvent":67,"IssueCommentEvent":1,"PushEvent":397},"last_year":{"PullRequestEvent":1,"ForkEvent":7,"WatchEvent":38,"IssueCommentEvent":1,"PushEvent":258}},"keywords":["amazon","aws","cloud-computing","earth-engine","geospatial","geospatial-data","nasa-data","opan-data","open-access","satellite-imagery"],"dependencies":[{"ecosystem":"actions","filepath":".github/workflows/update_datasets.yml","sha":null,"kind":"manifest","created_at":"2023-01-10T14:10:22.240Z","updated_at":"2023-01-10T14:10:22.240Z","repository_link":"https://github.com/opengeos/geospatial-data-catalogs/blob/master/.github/workflows/update_datasets.yml","dependencies":[{"id":6868257752,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":6868257753,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":6868257754,"package_name":"ad-m/github-push-action","ecosystem":"actions","requirements":"master","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"manifest","created_at":"2023-01-10T14:10:22.255Z","updated_at":"2023-01-10T14:10:22.255Z","repository_link":"https://github.com/opengeos/geospatial-data-catalogs/blob/master/requirements.txt","dependencies":[{"id":6868257755,"package_name":"leafmap","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]}],"score":8.055157731819678,"created_at":"2023-09-18T12:27:00.873Z","updated_at":"2026-04-07T19:01:26.930Z","avatar_url":"https://github.com/opengeos.png","language":"Python","category":"Sustainable Development","sub_category":"Curated Lists","monthly_downloads":0,"total_dependent_repos":0,"total_dependent_packages":0,"readme":"# geospatial-data-catalogs\n\n[![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/opengeos/geospatial-data-catalogs/blob/master/examples.ipynb)\n[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/opengeos/geospatial-data-catalogs/HEAD?labpath=examples.ipynb)\n[![License](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)\n\n## Introduction\n\nSome of the popular cloud-computing platforms (e.g., [AWS](https://aws.amazon.com/earth/), [Google Earth Engine](https://earthengine.google.com/), [Microsoft Planetary Computer](https://planetarycomputer.microsoft.com/), NASA's Common Metadata Repository ([CMR](https://wiki.earthdata.nasa.gov/display/ED/CMR+SpatioTemporal+Asset+Catalog+%28CMR-STAC%29+Documentation))) host a lot of publicly available geospatial datasets. This repo compiles the list of all geospatial datasets on these platforms as a CSV file and as a JSON file, making it easier to find and use them programmatically. The list is updated daily.\n\n## Usage\n\nThis repo provides the list of geospatial datasets in two formats:\n\n### Tab separated values (TSV) format\n\n- AWS Open Data: [aws_open_datasets.tsv](https://github.com/opengeos/geospatial-data-catalogs/blob/master/aws_open_datasets.tsv)\n- AWS Open Geospatial Data: [aws_geo_datasets.tsv](https://github.com/opengeos/geospatial-data-catalogs/blob/master/aws_geo_datasets.tsv)\n- AWS Open Geospatial Data with STAC endpoint: [aws_stac_catalogs.tsv](https://github.com/opengeos/geospatial-data-catalogs/blob/master/aws_stac_catalogs.tsv)\n- STAC Index Catalogs: [stac_catalogs.tsv](https://github.com/opengeos/geospatial-data-catalogs/blob/master/stac_catalogs.tsv)\n- Earth Engine Catalog: [gee_catalog.tsv](https://github.com/opengeos/geospatial-data-catalogs/blob/master/gee_catalog.tsv)\n- Planetary Computer Catalog: [pc_catalog.tsv](https://github.com/opengeos/geospatial-data-catalogs/blob/master/pc_catalog.tsv)\n- NASA CMR STAC Catalog: [nasa_cmr_catalog.tsv](https://github.com/opengeos/NASA-CMR-STAC/blob/master/nasa_cmr_catalog.tsv)\n\n#### Copernicus Services Products\n- Copernicus Atmosphere: [copernicus_atmosphere.tsv](https://github.com/opengeos/geospatial-data-catalogs/blob/master/copernicus_atmosphere.tsv)\n- Copernicus Climate: [copernicus_climate.tsv](https://github.com/opengeos/geospatial-data-catalogs/blob/master/copernicus_climate.tsv)\n- Copernicus Emergency: [copernicus_emergency.tsv](https://github.com/opengeos/geospatial-data-catalogs/blob/master/copernicus_emergency.tsv)\n- Copernicus Land: [copernicus_land.tsv](https://github.com/opengeos/geospatial-data-catalogs/blob/master/copernicus_land.tsv)\n- Copernicus Marine: [copernicus_marine.tsv](https://github.com/opengeos/geospatial-data-catalogs/blob/master/copernicus_marine.tsv)\n\n### JSON format\n\n- AWS Open Data: [aws_open_datasets.json](https://github.com/opengeos/geospatial-data-catalogs/blob/master/aws_open_datasets.json)\n- AWS Open Geospatial Data: [aws_geo_datasets.json](https://github.com/opengeos/geospatial-data-catalogs/blob/master/aws_geo_datasets.json)\n- AWS Open Geospatial Data with STAC endpoint: [aws_stac_catalogs.json](https://github.com/opengeos/geospatial-data-catalogs/blob/master/aws_stac_catalogs.json)\n- STAC Index Catalogs: [stac_catalogs.json](https://github.com/opengeos/geospatial-data-catalogs/blob/master/stac_catalogs.json)\n- Earth Engine Catalog: [gee_catalog.json](https://github.com/opengeos/geospatial-data-catalogs/blob/master/gee_catalog.json)\n- Planetary Computer Catalog: [pc_catalog.json](https://github.com/opengeos/geospatial-data-catalogs/blob/master/pc_catalog.json)\n- NASA CMR STAC Catalog: [nasa_cmr_catalog.json](https://github.com/opengeos/NASA-CMR-STAC/blob/master/nasa_cmr_catalog.json)\n\n#### Copernicus Services Products\n- Copernicus Atmosphere: [copernicus_atmosphere.json](https://github.com/opengeos/geospatial-data-catalogs/blob/master/copernicus_atmosphere.json)\n- Copernicus Climate: [copernicus_climate.json](https://github.com/opengeos/geospatial-data-catalogs/blob/master/copernicus_climate.json)\n- Copernicus Emergency: [copernicus_emergency.json](https://github.com/opengeos/geospatial-data-catalogs/blob/master/copernicus_emergency.json)\n- Copernicus Land: [copernicus_land.json](https://github.com/opengeos/geospatial-data-catalogs/blob/master/copernicus_land.json)\n- Copernicus Marine: [copernicus_marine.json](https://github.com/opengeos/geospatial-data-catalogs/blob/master/copernicus_marine.json)\n\n### Examples\n\nThe TSV file can be easily read into a Pandas DataFrame using the following code:\n\n```python\nimport pandas as pd\n\nurl = 'https://github.com/opengeos/geospatial-data-catalogs/raw/master/aws_geo_datasets.tsv'\ndf = pd.read_csv(url, sep='\\t')\ndf.head()\n```\n\n## Relevant Projects\n\n- A list of open datasets on AWS: [aws-open-data](https://github.com/opengeos/aws-open-data)\n- A list of open geospatial datasets on AWS: [aws-open-data-geo](https://github.com/opengeos/aws-open-data-geo)\n- A list of open geospatial datasets on AWS with a STAC endpoint: [aws-open-data-stac](https://github.com/opengeos/aws-open-data-stac)\n- A list of STAC endpoints from stacindex.org: [stac-index-catalogs](https://github.com/opengeos/stac-index-catalogs)\n- A list of geospatial datasets on Microsoft Planetary Computer: [Planetary-Computer-Catalog](https://github.com/opengeos/Planetary-Computer-Catalog)\n- A list of geospatial datasets on Google Earth Engine: [Earth-Engine-Catalog](https://github.com/opengeos/Earth-Engine-Catalog)\n- A list of geospatial datasets on NASA's Common Metadata Repository (CMR): [NASA-CMR-STAC](https://github.com/opengeos/NASA-CMR-STAC)\n- A list of geospatial data catalogs: [geospatial-data-catalogs](https://github.com/opengeos/geospatial-data-catalogs)\n- The Maxar Open Data STAC Catalog: [maxar-open-data](https://github.com/opengeos/maxar-open-data)\n- Copernicus Services Products Metadata: [Copernicus-Services-Products-Metadata](https://github.com/do-me/Copernicus-Services-Products-Metadata)\n","funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":["hydrology","earthengine","gdal","geopandas","dataviz","parallel","routing","folium","sockets","actions"],"project_url":"https://ost.ecosyste.ms/api/v1/projects/64199","html_url":"https://ost.ecosyste.ms/projects/64199"}