{"id":185207,"name":"agweather-qaqc","description":"Flexible, command-line-driven software to quality control daily weather data and then calculate reference evapotranspiration.","url":"https://github.com/wswup/agweather-qaqc","last_synced_at":"2026-04-08T02:30:40.706Z","repository":{"id":48490018,"uuid":"138324787","full_name":"WSWUP/agweather-qaqc","owner":"WSWUP","description":"Visualized QA/QC of weather station data","archived":false,"fork":false,"pushed_at":"2026-03-16T18:42:15.000Z","size":18004,"stargazers_count":25,"open_issues_count":7,"forks_count":11,"subscribers_count":6,"default_branch":"master","last_synced_at":"2026-03-22T06:32:31.226Z","etag":null,"topics":["evapotranspiration","python","quality-assurance","quality-control","weather-data","weather-station"],"latest_commit_sha":null,"homepage":"https://wswup.github.io/agweather-qaqc/","language":"Python","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/WSWUP.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":".github/CONTRIBUTING.md","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":"2018-06-22T16:28:16.000Z","updated_at":"2026-03-16T18:42:18.000Z","dependencies_parsed_at":"2022-07-29T23:09:24.196Z","dependency_job_id":"76df23e6-088a-42ac-a485-086560a69815","html_url":"https://github.com/WSWUP/agweather-qaqc","commit_stats":{"total_commits":152,"total_committers":7,"mean_commits":"21.714285714285715","dds":0.4342105263157895,"last_synced_commit":"5f8c29e7ddeebdfb722773cadb33e43583f0f7f1"},"previous_names":["wswup/agweather-qaqc"],"tags_count":1,"template":false,"template_full_name":null,"purl":"pkg:github/WSWUP/agweather-qaqc","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/WSWUP%2Fagweather-qaqc","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/WSWUP%2Fagweather-qaqc/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/WSWUP%2Fagweather-qaqc/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/WSWUP%2Fagweather-qaqc/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/WSWUP","download_url":"https://codeload.github.com/WSWUP/agweather-qaqc/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/WSWUP%2Fagweather-qaqc/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":30865211,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-03-23T18:35:51.002Z","status":"ssl_error","status_checked_at":"2026-03-23T18:35:42.451Z","response_time":59,"last_error":"SSL_read: 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":"WSWUP","name":"Western States Water Use Program (WSWUP)","uuid":"23201768","kind":"organization","description":"WSWUP housed at the Desert Research Institute aims to advance crop and open water use estimates through observations and open modeling tools     ","email":null,"website":"https://www.dri.edu/western-states-water-use-program","location":"Reno, NV","twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/23201768?v=4","repositories_count":9,"last_synced_at":"2023-03-07T14:56:14.002Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/WSWUP","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-17T12:36:50.075Z","updated_at":"2023-03-07T14:56:14.066Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/WSWUP","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/WSWUP/repositories"},"packages":[{"id":11733737,"name":"github.com/WSWUP/agweather-qaqc","ecosystem":"go","description":null,"homepage":null,"licenses":"apache-2.0","normalized_licenses":["Apache-2.0"],"repository_url":"https://github.com/WSWUP/agweather-qaqc","keywords_array":[],"namespace":null,"versions_count":1,"first_release_published_at":"2024-05-06T19:16:42.000Z","latest_release_published_at":"2024-05-06T19:16:42.000Z","latest_release_number":"v1.0.4","last_synced_at":"2026-03-23T19:01:25.166Z","created_at":"2025-06-05T11:17:47.721Z","updated_at":"2026-03-23T19:01:25.166Z","registry_url":"https://pkg.go.dev/github.com/WSWUP/agweather-qaqc","install_command":"go get github.com/WSWUP/agweather-qaqc","documentation_url":"https://pkg.go.dev/github.com/WSWUP/agweather-qaqc#section-documentation","metadata":{},"repo_metadata":{"id":48490018,"uuid":"138324787","full_name":"WSWUP/agweather-qaqc","owner":"WSWUP","description":"Visualized QA/QC of weather station data","archived":false,"fork":false,"pushed_at":"2025-03-10T20:38:39.000Z","size":18004,"stargazers_count":24,"open_issues_count":5,"forks_count":11,"subscribers_count":6,"default_branch":"master","last_synced_at":"2025-09-13T00:18:59.375Z","etag":null,"topics":["evapotranspiration","python","quality-assurance","quality-control","weather-data","weather-station"],"latest_commit_sha":null,"homepage":"https://wswup.github.io/agweather-qaqc/","language":"Python","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/WSWUP.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":".github/CONTRIBUTING.md","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":"2018-06-22T16:28:16.000Z","updated_at":"2025-09-08T21:14:30.000Z","dependencies_parsed_at":"2022-07-29T23:09:24.196Z","dependency_job_id":"76df23e6-088a-42ac-a485-086560a69815","html_url":"https://github.com/WSWUP/agweather-qaqc","commit_stats":{"total_commits":152,"total_committers":7,"mean_commits":"21.714285714285715","dds":0.4342105263157895,"last_synced_commit":"5f8c29e7ddeebdfb722773cadb33e43583f0f7f1"},"previous_names":["wswup/agweather-qaqc"],"tags_count":1,"template":false,"template_full_name":null,"purl":"pkg:github/WSWUP/agweather-qaqc","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/WSWUP%2Fagweather-qaqc","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/WSWUP%2Fagweather-qaqc/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/WSWUP%2Fagweather-qaqc/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/WSWUP%2Fagweather-qaqc/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/WSWUP","download_url":"https://codeload.github.com/WSWUP/agweather-qaqc/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/WSWUP%2Fagweather-qaqc/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":275047692,"owners_count":25396326,"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":"2025-09-13T02:00:10.085Z","response_time":70,"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_record":{"login":"WSWUP","name":"Western States Water Use Program (WSWUP)","uuid":"23201768","kind":"organization","description":"WSWUP housed at the Desert Research Institute aims to advance crop and open water use estimates through observations and open modeling tools     ","email":null,"website":"https://www.dri.edu/western-states-water-use-program","location":"Reno, NV","twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/23201768?v=4","repositories_count":9,"last_synced_at":"2023-03-07T14:56:14.002Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/WSWUP","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-17T12:36:50.075Z","updated_at":"2023-03-07T14:56:14.066Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/WSWUP","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/WSWUP/repositories"},"tags":[{"name":"v1.0.4","sha":"e02567f9d1b73bf03427e4905f665581432963e5","kind":"commit","published_at":"2024-05-06T17:24:19.000Z","download_url":"https://codeload.github.com/WSWUP/agweather-qaqc/tar.gz/v1.0.4","html_url":"https://github.com/WSWUP/agweather-qaqc/releases/tag/v1.0.4","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/WSWUP/agweather-qaqc@v1.0.4","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/WSWUP%2Fagweather-qaqc/tags/v1.0.4","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/WSWUP%2Fagweather-qaqc/tags/v1.0.4/manifests"}]},"repo_metadata_updated_at":"2025-09-15T04:27:07.150Z","dependent_packages_count":0,"downloads":null,"downloads_period":null,"dependent_repos_count":0,"rankings":{"downloads":null,"dependent_repos_count":5.757538697138725,"dependent_packages_count":5.395053785167736,"stargazers_count":null,"forks_count":null,"docker_downloads_count":null,"average":5.57629624115323},"purl":"pkg:golang/github.com/%21w%21s%21w%21u%21p/agweather-qaqc","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/go/github.com/WSWUP/agweather-qaqc","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/go/github.com/WSWUP/agweather-qaqc","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/go/github.com/WSWUP/agweather-qaqc/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2025-08-30T17:34:43.479Z","issues_count":12,"pull_requests_count":3,"avg_time_to_close_issue":2688868.714285714,"avg_time_to_close_pull_request":887893.3333333334,"issues_closed_count":7,"pull_requests_closed_count":3,"pull_request_authors_count":2,"issue_authors_count":5,"avg_comments_per_issue":2.0,"avg_comments_per_pull_request":0.0,"merged_pull_requests_count":3,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":2,"past_year_pull_requests_count":0,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":0,"past_year_pull_request_authors_count":0,"past_year_issue_authors_count":1,"past_year_avg_comments_per_issue":0.0,"past_year_avg_comments_per_pull_request":null,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":0,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/wswup%2Fagweather-qaqc/issues","maintainers":[{"login":"cwdunkerly","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/cwdunkerly"}],"active_maintainers":[]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2FWSWUP%2Fagweather-qaqc/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2FWSWUP%2Fagweather-qaqc/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2FWSWUP%2Fagweather-qaqc/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2FWSWUP%2Fagweather-qaqc/related_packages","codemeta_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2FWSWUP%2Fagweather-qaqc/codemeta","maintainers":[],"registry":{"name":"proxy.golang.org","url":"https://proxy.golang.org","ecosystem":"go","default":true,"packages_count":2078910,"maintainers_count":0,"namespaces_count":776220,"keywords_count":0,"github":"golang","metadata":{"funded_packages_count":53272},"icon_url":"https://github.com/golang.png","created_at":"2022-04-04T15:19:22.939Z","updated_at":"2026-03-20T05:39:13.001Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages","maintainers_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/maintainers","namespaces_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/namespaces"}},{"id":11733740,"name":"github.com/wswup/agweather-qaqc","ecosystem":"go","description":null,"homepage":null,"licenses":"apache-2.0","normalized_licenses":["Apache-2.0"],"repository_url":"https://github.com/wswup/agweather-qaqc","keywords_array":[],"namespace":null,"versions_count":1,"first_release_published_at":"2024-05-06T19:16:42.000Z","latest_release_published_at":"2024-05-06T19:16:42.000Z","latest_release_number":"v1.0.4","last_synced_at":"2026-03-23T19:01:25.201Z","created_at":"2025-06-05T11:17:47.790Z","updated_at":"2026-03-23T19:01:25.201Z","registry_url":"https://pkg.go.dev/github.com/wswup/agweather-qaqc","install_command":"go get github.com/wswup/agweather-qaqc","documentation_url":"https://pkg.go.dev/github.com/wswup/agweather-qaqc#section-documentation","metadata":{},"repo_metadata":{"id":48490018,"uuid":"138324787","full_name":"WSWUP/agweather-qaqc","owner":"WSWUP","description":"Visualized QA/QC of weather station data","archived":false,"fork":false,"pushed_at":"2025-03-10T20:38:39.000Z","size":18004,"stargazers_count":24,"open_issues_count":5,"forks_count":11,"subscribers_count":6,"default_branch":"master","last_synced_at":"2025-09-13T00:18:59.375Z","etag":null,"topics":["evapotranspiration","python","quality-assurance","quality-control","weather-data","weather-station"],"latest_commit_sha":null,"homepage":"https://wswup.github.io/agweather-qaqc/","language":"Python","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/WSWUP.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":".github/CONTRIBUTING.md","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":"2018-06-22T16:28:16.000Z","updated_at":"2025-09-08T21:14:30.000Z","dependencies_parsed_at":"2022-07-29T23:09:24.196Z","dependency_job_id":"76df23e6-088a-42ac-a485-086560a69815","html_url":"https://github.com/WSWUP/agweather-qaqc","commit_stats":{"total_commits":152,"total_committers":7,"mean_commits":"21.714285714285715","dds":0.4342105263157895,"last_synced_commit":"5f8c29e7ddeebdfb722773cadb33e43583f0f7f1"},"previous_names":["wswup/agweather-qaqc"],"tags_count":1,"template":false,"template_full_name":null,"purl":"pkg:github/WSWUP/agweather-qaqc","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/WSWUP%2Fagweather-qaqc","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/WSWUP%2Fagweather-qaqc/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/WSWUP%2Fagweather-qaqc/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/WSWUP%2Fagweather-qaqc/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/WSWUP","download_url":"https://codeload.github.com/WSWUP/agweather-qaqc/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/WSWUP%2Fagweather-qaqc/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274905022,"owners_count":25371441,"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":"2025-09-12T02:00:09.324Z","response_time":60,"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_record":{"login":"WSWUP","name":"Western States Water Use Program (WSWUP)","uuid":"23201768","kind":"organization","description":"WSWUP housed at the Desert Research Institute aims to advance crop and open water use estimates through observations and open modeling tools     ","email":null,"website":"https://www.dri.edu/western-states-water-use-program","location":"Reno, NV","twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/23201768?v=4","repositories_count":9,"last_synced_at":"2023-03-07T14:56:14.002Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/WSWUP","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-17T12:36:50.075Z","updated_at":"2023-03-07T14:56:14.066Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/WSWUP","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/WSWUP/repositories"},"tags":[]},"repo_metadata_updated_at":"2025-09-15T04:26:34.993Z","dependent_packages_count":0,"downloads":null,"downloads_period":null,"dependent_repos_count":0,"rankings":{"downloads":null,"dependent_repos_count":5.757538697138725,"dependent_packages_count":5.395053785167736,"stargazers_count":null,"forks_count":null,"docker_downloads_count":null,"average":5.57629624115323},"purl":"pkg:golang/github.com/wswup/agweather-qaqc","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/go/github.com/wswup/agweather-qaqc","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/go/github.com/wswup/agweather-qaqc","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/go/github.com/wswup/agweather-qaqc/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2025-08-30T17:34:43.479Z","issues_count":12,"pull_requests_count":3,"avg_time_to_close_issue":2688868.714285714,"avg_time_to_close_pull_request":887893.3333333334,"issues_closed_count":7,"pull_requests_closed_count":3,"pull_request_authors_count":2,"issue_authors_count":5,"avg_comments_per_issue":2.0,"avg_comments_per_pull_request":0.0,"merged_pull_requests_count":3,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":2,"past_year_pull_requests_count":0,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":0,"past_year_pull_request_authors_count":0,"past_year_issue_authors_count":1,"past_year_avg_comments_per_issue":0.0,"past_year_avg_comments_per_pull_request":null,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":0,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/wswup%2Fagweather-qaqc/issues","maintainers":[{"login":"cwdunkerly","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/cwdunkerly"}],"active_maintainers":[]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Fwswup%2Fagweather-qaqc/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Fwswup%2Fagweather-qaqc/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Fwswup%2Fagweather-qaqc/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Fwswup%2Fagweather-qaqc/related_packages","codemeta_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Fwswup%2Fagweather-qaqc/codemeta","maintainers":[],"registry":{"name":"proxy.golang.org","url":"https://proxy.golang.org","ecosystem":"go","default":true,"packages_count":2078910,"maintainers_count":0,"namespaces_count":776220,"keywords_count":0,"github":"golang","metadata":{"funded_packages_count":53272},"icon_url":"https://github.com/golang.png","created_at":"2022-04-04T15:19:22.939Z","updated_at":"2026-03-20T05:39:13.001Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages","maintainers_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/maintainers","namespaces_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/namespaces"}}],"commits":{"id":1474126,"full_name":"wswup/agweather-qaqc","default_branch":"master","total_commits":153,"total_committers":7,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":21.857142857142858,"dds":0.43137254901960786,"past_year_total_commits":1,"past_year_total_committers":1,"past_year_total_bot_commits":0,"past_year_total_bot_committers":0,"past_year_mean_commits":1.0,"past_year_dds":0.0,"last_synced_at":"2026-03-23T19:03:17.406Z","last_synced_commit":"d5d823c57833d5578cfa5b526a59baec208af411","created_at":"2024-02-13T05:26:20.854Z","updated_at":"2026-03-23T19:02:45.243Z","committers":[{"name":"Christian Dunkerly","email":"23328924+cwdunkerly","login":"cwdunkerly","count":87},{"name":"Christian Dunkerly","email":"christian.dunkerly@dri.edu","login":null,"count":28},{"name":"Christian Dunkerly","email":"cwdunkerly@gmail.com","login":null,"count":27},{"name":"Christian Dunkerly","email":"christian@climateengine.com","login":null,"count":7},{"name":"David LeBauer","email":"dlebauer@gmail.com","login":"dlebauer","count":2},{"name":"amorway","email":"asamorway@gmail.com","login":"amorway","count":1},{"name":"Moritz Makowski","email":"moritz@dostuffthatmatters.dev","login":"dostuffthatmatters","count":1}],"past_year_committers":[{"name":"Christian Dunkerly","email":"chrisdunkerly@gmail.com","login":"cwdunkerly","count":1}],"commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/wswup%2Fagweather-qaqc/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2026-03-25T00:00:58.194Z","repositories_count":6201883,"commits_count":926585721,"contributors_count":35876876,"owners_count":1144038,"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":"wswup/agweather-qaqc","html_url":"https://github.com/wswup/agweather-qaqc","last_synced_at":"2026-02-25T06:02:06.894Z","status":"error","issues_count":13,"pull_requests_count":5,"avg_time_to_close_issue":2431449.4,"avg_time_to_close_pull_request":757630.25,"issues_closed_count":5,"pull_requests_closed_count":4,"pull_request_authors_count":2,"issue_authors_count":6,"avg_comments_per_issue":0.8461538461538461,"avg_comments_per_pull_request":0.0,"merged_pull_requests_count":4,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":2,"past_year_pull_requests_count":0,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":0,"past_year_pull_request_authors_count":0,"past_year_issue_authors_count":2,"past_year_avg_comments_per_issue":0.0,"past_year_avg_comments_per_pull_request":null,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":0,"created_at":"2024-02-13T05:26:21.451Z","updated_at":"2026-02-25T06:02:06.894Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/wswup%2Fagweather-qaqc","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/wswup%2Fagweather-qaqc/issues","issue_labels_count":{"enhancement":7},"pull_request_labels_count":{},"issue_author_associations_count":{"NONE":8,"CONTRIBUTOR":3,"COLLABORATOR":2},"pull_request_author_associations_count":{"CONTRIBUTOR":3,"NONE":2},"issue_authors":{"dostuffthatmatters":4,"dlebauer":3,"cwdunkerly":2,"mikesasaki":2,"Gagarle":1,"santanuremote":1},"pull_request_authors":{"dlebauer":3,"dostuffthatmatters":2},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2026-03-21T00:00:06.750Z","repositories_count":13848013,"issues_count":34741766,"pull_requests_count":113433341,"authors_count":11208075,"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":{"enhancement":2},"past_year_pull_request_labels_count":{},"past_year_issue_author_associations_count":{"COLLABORATOR":1,"NONE":1},"past_year_pull_request_author_associations_count":{},"past_year_issue_authors":{"cwdunkerly":1,"santanuremote":1},"past_year_pull_request_authors":{},"maintainers":[{"login":"cwdunkerly","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/cwdunkerly"}],"active_maintainers":[{"login":"cwdunkerly","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/cwdunkerly"}]},"events":{"total":{"IssuesEvent":2,"WatchEvent":4,"PushEvent":3,"CreateEvent":1},"last_year":{"WatchEvent":3,"PushEvent":1}},"keywords":["evapotranspiration","python","quality-assurance","quality-control","weather-data","weather-station"],"dependencies":[{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"manifest","created_at":"2022-07-29T23:09:24.081Z","updated_at":"2022-07-29T23:09:24.081Z","repository_link":"https://github.com/WSWUP/agweather-qaqc/blob/master/requirements.txt","dependencies":[{"id":518154610,"package_name":"bokeh","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":518154611,"package_name":"configparser","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":518154612,"package_name":"datetime","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":518154613,"package_name":"numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":518154614,"package_name":"openpyxl","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":518154615,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":518154616,"package_name":"pytest","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":518154617,"package_name":"refet","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":518154618,"package_name":"xlrd","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]}],"score":null,"created_at":"2024-02-07T00:02:11.969Z","updated_at":"2026-04-08T02:30:40.718Z","avatar_url":"https://github.com/WSWUP.png","language":"Python","category":"Atmosphere","sub_category":"Meteorological Observation and Forecast","monthly_downloads":0,"total_dependent_repos":0,"total_dependent_packages":0,"readme":"[![DOI](https://joss.theoj.org/papers/10.21105/joss.06368/status.svg)](https://doi.org/10.21105/joss.06368)\r\n\r\nagweather-qaqc (Weather Data QAQC Script)\r\n==============================================\r\n``agweather-qaqc`` provides a flexible workflow for the visualization, review, and QAQC of daily weather data. This script is intended to be used as an early step in any analysis that might use daily sources of agricultural weather data, particularly for projects with an interest in reference evapotranspiration (ET) data, or where observational data are considered to be 'truth' when evaluating model predictions. ``agweather-qaqc`` is command-line interface driven, and provides reminders, prompts, and recommendations to assist users who may not be overly proficient with Python.\r\n\r\nFunctionalities include:\r\n* Importing data without having to convert it to a standardized format, with unit conversions based on a user-specified configuration file.\r\n* Converting multiple input formats from separate sources or networks into a single, uniform format for easier downstream analysis.\r\n* Visualizing data before and after processing with interactive plots, as daily time series and as mean monthly averages.\r\n* Filtering and removal of data, both manually and automatically, with statistics-based approaches to identify and correct issues such as sensor miscalibration.\r\n* Calculation of [theoretical clear-sky solar radiation](https://wswup.github.io/agweather-qaqc/_static/asce_refet_appendices.pdf) and [Thornton-Running solar radiation](https://wswup.github.io/agweather-qaqc/_static/thornton_running_1997.pdf).\r\n* Calculation of grass and alfalfa reference ET according to the [American Society of Civil Engineers Standardized reference evapotranspiration equation](https://wswup.github.io/agweather-qaqc/_static/asce_refet_publication.pdf) via the [RefET](https://github.com/WSWUP/RefET) library.\r\n* Evaluating station aridity through the visualization of both relative humidity and dew point depression plots.\r\n* Optional gap-filling of data using station climatologies, empirical approaches (e.g. Thornton-Running solar), or random sampling.\r\n\r\nDocumentation\r\n-------------\r\n\r\n[Github Page](https://wswup.github.io/agweather-qaqc/)\r\n\r\nInstallation\r\n------------\r\n\r\n1. Clone the repository:\r\n\r\n    ```\r\n    git clone https://github.com/WSWUP/agweather-qaqc\r\n    ```\r\n2. Navigate the command line/terminal into the repository root directory:\r\n    ```\r\n    cd path/to/agweather-qaqc\r\n    ```\r\n3. Setting up and activating the environment can be done one of three ways:\r\n   * Conda Environment:\r\n     ```\r\n     conda env create -f environment.yml\r\n     ```\r\n     ```\r\n     conda activate agweatherqaqc\r\n     ```\r\n   * Pipenv Environment:\r\n     ```\r\n     pipenv install -r requirements.txt\r\n     ```\r\n     ```\r\n     pipenv shell\r\n     ```\r\n   * PDM Environment:\r\n     ```\r\n     pdm install\r\n     ```\r\n     ```\r\n     pdm shell\r\n     ```\r\n\r\n4. Run the script via the file ``qaqc_single_station.py``\r\n    ```\r\n    python qaqc_single_station.py \u003cOPTIONAL ARGUMENTS\u003e\r\n    ```\r\n\r\nSee the [documentation](https://wswup.github.io/agweather-qaqc/) for more information.\r\n","funding_links":[],"readme_doi_urls":["https://doi.org/10.21105/joss.06368"],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":["climate"],"project_url":"https://ost.ecosyste.ms/api/v1/projects/185207","html_url":"https://ost.ecosyste.ms/projects/185207"}