{"id":50907855,"url":"https://github.com/tbep-tech/tbcmp-rainfall-trends","last_synced_at":"2026-06-16T07:01:32.234Z","repository":{"id":362357292,"uuid":"1258544621","full_name":"tbep-tech/tbcmp-rainfall-trends","owner":"tbep-tech","description":"Repository to re-assess rainfall trends across the Tampa Bay Coastal Master Plan project area utilizing methods from: https://doi.org/10.1029%2F2019GL083235 .","archived":false,"fork":false,"pushed_at":"2026-06-03T21:26:14.000Z","size":2891,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2026-06-03T22:10:02.794Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"R","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/tbep-tech.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"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":"2026-06-03T17:21:39.000Z","updated_at":"2026-06-03T21:26:19.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/tbep-tech/tbcmp-rainfall-trends","commit_stats":null,"previous_names":["tbep-tech/tbcmp-rainfall-trends"],"tags_count":null,"template":false,"template_full_name":null,"purl":"pkg:github/tbep-tech/tbcmp-rainfall-trends","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tbep-tech%2Ftbcmp-rainfall-trends","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tbep-tech%2Ftbcmp-rainfall-trends/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tbep-tech%2Ftbcmp-rainfall-trends/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tbep-tech%2Ftbcmp-rainfall-trends/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/tbep-tech","download_url":"https://codeload.github.com/tbep-tech/tbcmp-rainfall-trends/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tbep-tech%2Ftbcmp-rainfall-trends/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":34393305,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-06-16T02:00:06.860Z","response_time":126,"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"}},"keywords":[],"created_at":"2026-06-16T07:01:26.646Z","updated_at":"2026-06-16T07:01:32.207Z","avatar_url":"https://github.com/tbep-tech.png","language":"R","funding_links":[],"categories":[],"sub_categories":[],"readme":"Tampa Bay Coastal Master Plan Project Area — Rainfall Extremes Trend Analysis\nReplicates key analyses from:\nWright, D.B., Bosma, C.D., \u0026 Lopez-Cantu, T. (2019). \"U.S. Hydrologic Design Standards Insufficient Due to Large Increases in Frequency of Rainfall Extremes.\" Geophysical Research Letters, 46, 8144-8153. https://doi.org/10.1029/2019GL083235\n\nScope: All GHCN-Daily stations within the Tampa Bay Coastal Master Plan project area\n\nStudy period: 1900–2025 (extending the paper's primary analysis window)\n\nAnalyses replicated:\n   1. GHCN station retrieval and spatial filter to TBCMP county boundaries\n   2. Exceedance counting relative to NOAA Atlas 14 IDF estimates (Section 3.1)\n   3. Negative binomial regression trend analysis (Section 3.1)\n   4. Rainstorm cluster identification (Section 3.2 / Section 2.4)\n   5. Design-vs-observed ARI comparison (Section 3.3 / Section 2.5)\n   6. Publication-quality figures for all analyses\n\nDependencies (install once before sourcing):\n   install.packages(c(\"tidyverse\", \"sf\", \"terra\", \"rnoaa\", \"MASS\", \"pscl\", \"zoo\", \"lubridate\", \"ggplot2\", \"patchwork\", \"scales\", \"httr\", \"jsonlite\", \"tigris\", \"units\"))\n\nData sources fetched automatically at runtime:\n   1. GHCN-Daily via rnoaa::ghcnd_*()\n   2. NOAA Atlas 14 IDF values via NOAA Precipitation Frequency Data Server (PFDS) REST API  \u003chttps://hdsc.nws.noaa.gov/pfds/\u003e\n   3. Tampa Bay watershed boundary via internal shapefile, fallback is the USGS StreamStats or NHD boundary (a local GeoJSON fallback is provided if API is unavailable)\n\nTranslation to R: Claude.AI and Ed Sherwood\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftbep-tech%2Ftbcmp-rainfall-trends","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftbep-tech%2Ftbcmp-rainfall-trends","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftbep-tech%2Ftbcmp-rainfall-trends/lists"}