{"id":39700,"name":"landsat-ml-cookbook","description":"Machine learning on Landsat satellite data using open source tools ","url":"https://github.com/projectpythia/landsat-ml-cookbook","last_synced_at":"2025-09-05T08:17:25.957Z","repository":{"id":64833786,"uuid":"563445694","full_name":"ProjectPythia/landsat-ml-cookbook","owner":"ProjectPythia","description":"Machine learning on Landsat satellite data using open source tools ","archived":false,"fork":false,"pushed_at":"2025-08-29T01:18:49.000Z","size":189078,"stargazers_count":13,"open_issues_count":4,"forks_count":7,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-08-29T03:55:38.859Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"https://projectpythia.org/landsat-ml-cookbook/","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/ProjectPythia.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2022-11-08T16:19:20.000Z","updated_at":"2025-08-05T17:33:57.000Z","dependencies_parsed_at":"2024-03-20T19:51:22.253Z","dependency_job_id":"ada087bb-69ba-4f0a-93a3-fda6c70356b4","html_url":"https://github.com/ProjectPythia/landsat-ml-cookbook","commit_stats":null,"previous_names":[],"tags_count":1,"template":false,"template_full_name":"ProjectPythia/cookbook-template","purl":"pkg:github/ProjectPythia/landsat-ml-cookbook","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ProjectPythia%2Flandsat-ml-cookbook","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ProjectPythia%2Flandsat-ml-cookbook/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ProjectPythia%2Flandsat-ml-cookbook/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ProjectPythia%2Flandsat-ml-cookbook/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ProjectPythia","download_url":"https://codeload.github.com/ProjectPythia/landsat-ml-cookbook/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ProjectPythia%2Flandsat-ml-cookbook/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273709018,"owners_count":25153735,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-09-05T02:00:09.113Z","response_time":402,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"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":"ProjectPythia","name":"Project Pythia","uuid":"75807555","kind":"organization","description":"Community learning resource for Python-based computing in the geosciences","email":"projectpythia@ucar.edu","website":"projectpythia.org","location":"United States of America","twitter":"Project_Pythia","company":null,"icon_url":"https://avatars.githubusercontent.com/u/75807555?v=4","repositories_count":21,"last_synced_at":"2023-03-03T22:51:31.899Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/ProjectPythia","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-14T06:14:58.113Z","updated_at":"2023-03-03T22:51:31.927Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ProjectPythia","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ProjectPythia/repositories"},"packages":[],"commits":{"id":8350697,"full_name":"projectpythia/landsat-ml-cookbook","default_branch":"main","committers":[{"name":"Demetris Roumis","email":"roumis.d@gmail.com","login":"droumis","count":83},{"name":"Julia Kent","email":"46687291+jukent","login":"jukent","count":24},{"name":"Robert Ford","email":"50349951+r-ford","login":"r-ford","count":7},{"name":"Andrew Huang","email":"ahuang@anaconda.com","login":"ahuang11","count":6},{"name":"Christian-Kofi-Okyere","email":"okyerechristian101@gmail.com","login":null,"count":2}],"total_commits":122,"total_committers":5,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":24.4,"dds":0.319672131147541,"past_year_committers":[{"name":"Julia Kent","email":"46687291+jukent","login":"jukent","count":15},{"name":"Christian-Kofi-Okyere","email":"okyerechristian101@gmail.com","login":null,"count":2}],"past_year_total_commits":17,"past_year_total_committers":2,"past_year_total_bot_commits":0,"past_year_total_bot_committers":0,"past_year_mean_commits":8.5,"past_year_dds":0.11764705882352944,"last_synced_at":"2025-08-15T13:25:51.544Z","last_synced_commit":"8bd671bb09825c22a0fe331ee7b0292a347e4316","created_at":"2025-01-20T12:59:51.509Z","updated_at":"2025-08-15T13:25:51.545Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/projectpythia%2Flandsat-ml-cookbook/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-08-26T00:00:11.761Z","repositories_count":5479765,"commits_count":853308191,"contributors_count":31095157,"owners_count":906558,"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":"projectpythia/landsat-ml-cookbook","html_url":"https://github.com/projectpythia/landsat-ml-cookbook","last_synced_at":"2025-09-01T02:02:49.853Z","status":"error","issues_count":7,"pull_requests_count":21,"avg_time_to_close_issue":10746370.8,"avg_time_to_close_pull_request":370894.05263157893,"issues_closed_count":5,"pull_requests_closed_count":19,"pull_request_authors_count":5,"issue_authors_count":6,"avg_comments_per_issue":1.5714285714285714,"avg_comments_per_pull_request":3.4761904761904763,"merged_pull_requests_count":17,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":1,"past_year_pull_requests_count":1,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":8875.0,"past_year_issues_closed_count":0,"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":1.0,"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":"2025-01-20T12:59:51.876Z","updated_at":"2025-09-02T00:17:52.436Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/projectpythia%2Flandsat-ml-cookbook","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/projectpythia%2Flandsat-ml-cookbook/issues","issue_labels_count":{"content":2,"high priority":2,"infrastructure":2,"bug":2},"pull_request_labels_count":{},"issue_author_associations_count":{"NONE":3,"MEMBER":2,"COLLABORATOR":1},"pull_request_author_associations_count":{"MEMBER":13,"CONTRIBUTOR":6,"COLLABORATOR":4},"issue_authors":{"droumis":2,"rbavery":1,"tylere":1,"sandhujasmine":1,"iuryt":1},"pull_request_authors":{"droumis":9,"jukent":6,"ahuang11":4,"brian-rose":2,"r-ford":2},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-02T00:00:07.986Z","repositories_count":9984253,"issues_count":29845082,"pull_requests_count":87386947,"authors_count":9865673,"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":{},"past_year_pull_request_author_associations_count":{"CONTRIBUTOR":1},"past_year_issue_authors":{},"past_year_pull_request_authors":{"jukent":1},"maintainers":[{"login":"droumis","count":11,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/droumis"},{"login":"ahuang11","count":4,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/ahuang11"},{"login":"brian-rose","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/brian-rose"},{"login":"r-ford","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/r-ford"},{"login":"sandhujasmine","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/sandhujasmine"}],"active_maintainers":[]},"events":{"total":{"WatchEvent":2,"IssueCommentEvent":2,"PushEvent":62,"PullRequestReviewEvent":1,"ForkEvent":2,"CreateEvent":1},"last_year":{"WatchEvent":2,"IssueCommentEvent":2,"PushEvent":62,"PullRequestReviewEvent":1,"ForkEvent":2,"CreateEvent":1}},"keywords":[],"dependencies":[{"ecosystem":"actions","filepath":".github/workflows/nightly-build.yaml","sha":null,"kind":"manifest","created_at":"2023-12-08T15:39:49.146Z","updated_at":"2023-12-08T15:39:49.146Z","repository_link":"https://github.com/ProjectPythia/landsat-ml-cookbook/blob/main/.github/workflows/nightly-build.yaml","dependencies":[]},{"ecosystem":"actions","filepath":".github/workflows/publish-book.yaml","sha":null,"kind":"manifest","created_at":"2023-12-08T15:39:49.153Z","updated_at":"2023-12-08T15:39:49.153Z","repository_link":"https://github.com/ProjectPythia/landsat-ml-cookbook/blob/main/.github/workflows/publish-book.yaml","dependencies":[]},{"ecosystem":"actions","filepath":".github/workflows/trigger-book-build.yaml","sha":null,"kind":"manifest","created_at":"2023-12-08T15:39:49.158Z","updated_at":"2023-12-08T15:39:49.158Z","repository_link":"https://github.com/ProjectPythia/landsat-ml-cookbook/blob/main/.github/workflows/trigger-book-build.yaml","dependencies":[]},{"ecosystem":"actions","filepath":".github/workflows/trigger-delete-preview.yaml","sha":null,"kind":"manifest","created_at":"2023-12-08T15:39:49.163Z","updated_at":"2023-12-08T15:39:49.163Z","repository_link":"https://github.com/ProjectPythia/landsat-ml-cookbook/blob/main/.github/workflows/trigger-delete-preview.yaml","dependencies":[]},{"ecosystem":"actions","filepath":".github/workflows/trigger-link-check.yaml","sha":null,"kind":"manifest","created_at":"2023-12-08T15:39:49.169Z","updated_at":"2023-12-08T15:39:49.169Z","repository_link":"https://github.com/ProjectPythia/landsat-ml-cookbook/blob/main/.github/workflows/trigger-link-check.yaml","dependencies":[]},{"ecosystem":"actions","filepath":".github/workflows/trigger-preview.yaml","sha":null,"kind":"manifest","created_at":"2023-12-08T15:39:49.175Z","updated_at":"2023-12-08T15:39:49.175Z","repository_link":"https://github.com/ProjectPythia/landsat-ml-cookbook/blob/main/.github/workflows/trigger-preview.yaml","dependencies":[]},{"ecosystem":"conda","filepath":"environment.yml","sha":null,"kind":"manifest","created_at":"2024-03-20T19:51:16.533Z","updated_at":"2024-03-20T19:51:16.533Z","repository_link":"https://github.com/ProjectPythia/landsat-ml-cookbook/blob/main/environment.yml","dependencies":[{"id":16942710974,"package_name":"bokeh","ecosystem":"conda","requirements":"\u003c3.0","direct":true,"kind":"runtime","optional":false},{"id":16942710975,"package_name":"cartopy","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":16942710976,"package_name":"colorcet","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":16942710977,"package_name":"dask","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":16942710978,"package_name":"dask-ml","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":16942710979,"package_name":"datashader","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":16942710980,"package_name":"geoviews","ecosystem":"conda","requirements":"\u003c1.10","direct":true,"kind":"runtime","optional":false},{"id":16942710981,"package_name":"hvplot","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":16942710982,"package_name":"intake","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":16942710984,"package_name":"intake-xarray","ecosystem":"conda","requirements":"\u003c0.7","direct":true,"kind":"runtime","optional":false},{"id":16942710992,"package_name":"ipykernel","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":16942710993,"package_name":"jupyter-book","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":16942710994,"package_name":"jupyter_server","ecosystem":"conda","requirements":"\u003c2","direct":true,"kind":"runtime","optional":false},{"id":16942710995,"package_name":"jupyterlab","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":16942710996,"package_name":"numpy","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":16942710997,"package_name":"odc-stac","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":16942710998,"package_name":"pandas","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":16942710999,"package_name":"panel","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":16942711000,"package_name":"pip","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":16942711001,"package_name":"planetary-computer","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":16942711002,"package_name":"pyopenssl","ecosystem":"conda","requirements":"\u003e22","direct":true,"kind":"runtime","optional":false},{"id":16942711003,"package_name":"pystac","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":16942711004,"package_name":"pystac-client","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":16942711005,"package_name":"python","ecosystem":"conda","requirements":"3.10.*","direct":true,"kind":"runtime","optional":false},{"id":16942711006,"package_name":"rasterio","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":16942711007,"package_name":"s3fs","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":16942711008,"package_name":"shapely","ecosystem":"conda","requirements":"\u003c2.0.0","direct":true,"kind":"runtime","optional":false},{"id":16942711009,"package_name":"xarray","ecosystem":"conda","requirements":"2023.04.*","direct":true,"kind":"runtime","optional":false},{"id":16942711010,"package_name":"xarray-datatree","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false}]}],"score":4.442651256490317,"created_at":"2025-09-04T15:51:14.042Z","updated_at":"2025-10-07T08:16:15.998Z","avatar_url":"https://github.com/ProjectPythia.png","language":"Jupyter Notebook","category":null,"sub_category":null,"monthly_downloads":0,"funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/39700","html_url":"https://science.ecosyste.ms/projects/39700","bibtex_url":"https://science.ecosyste.ms/projects/39700/export.bibtex","apalike_url":"https://science.ecosyste.ms/projects/39700/export.apalike"}