{"id":20033096,"url":"https://github.com/ocsmit/alcc","last_synced_at":"2026-05-12T14:37:04.514Z","repository":{"id":138934326,"uuid":"240818234","full_name":"ocsmit/alcc","owner":"ocsmit","description":"Rough implementation of the Automated landcover classification using unsupervised classification methods. ","archived":false,"fork":false,"pushed_at":"2020-02-17T15:32:49.000Z","size":46,"stargazers_count":4,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-03-02T05:43:00.252Z","etag":null,"topics":["gis","landcover-classification","remote-sensing"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/ocsmit.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}},"created_at":"2020-02-16T02:18:53.000Z","updated_at":"2022-03-31T03:32:57.000Z","dependencies_parsed_at":"2023-09-24T16:58:41.229Z","dependency_job_id":null,"html_url":"https://github.com/ocsmit/alcc","commit_stats":{"total_commits":15,"total_committers":1,"mean_commits":15.0,"dds":0.0,"last_synced_commit":"b0358dc6c2acddc28d31d72df9170f23f6a1276b"},"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/ocsmit/alcc","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ocsmit%2Falcc","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ocsmit%2Falcc/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ocsmit%2Falcc/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ocsmit%2Falcc/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ocsmit","download_url":"https://codeload.github.com/ocsmit/alcc/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ocsmit%2Falcc/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32943826,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-12T09:19:52.626Z","status":"ssl_error","status_checked_at":"2026-05-12T09:17:33.438Z","response_time":102,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.6:443 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"}},"keywords":["gis","landcover-classification","remote-sensing"],"created_at":"2024-11-13T09:44:30.923Z","updated_at":"2026-05-12T14:37:04.497Z","avatar_url":"https://github.com/ocsmit.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"### Automated Landcover Classification using unsupervised classification methods\n\n**Author: Owen Smith, IESA, University of North Georgia**\n\n#### `alcc_arcpy(landsat_dir, out_dir, soil_brightness):` Runtime: ~2:15 minutes\n* `landsat_dir 'str':` Input landsat data directory.\n* `out_dir 'str':` Directory where all outputs will be saved.\n* `soil_brightness=0.5 'int':` Soil brightness factor for SAVI calculation.\n\nFinal output `out_dir/ALCC.tif`\n\nClassification values still need tweaked.\n\nPlans to implement scikit learn clustering with numpy arrays to replace arcgis unsupervised isocluster.\n\n#### `alcc_foss:`\n* WIP\n\nCitations: \n- Gašparović, M., Zrinjski, M., \u0026 Gudelj, M. (2019). Automatic cost-effective \n  method for land cover classification (ALCC). Computers, Environment and Urban \n  Systems, 76, 1-10.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Focsmit%2Falcc","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Focsmit%2Falcc","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Focsmit%2Falcc/lists"}