{"id":30420898,"url":"https://github.com/sustentarea/brazil-historical-climate","last_synced_at":"2025-08-22T08:37:47.607Z","repository":{"id":310487019,"uuid":"1039924002","full_name":"sustentarea/brazil-historical-climate","owner":"sustentarea","description":"🇧🇷🌥️ A Reproducible Pipeline for Processing WorldClim 2.1 Historical Monthly Climate Data in Brazil","archived":false,"fork":false,"pushed_at":"2025-08-18T11:22:24.000Z","size":2247,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-08-18T13:24:15.125Z","etag":null,"topics":["brazil","data-munging","data-science","historical-climate-data","open-data","open-science","pipelines","rstats","spatial-data","time-series","worldclim"],"latest_commit_sha":null,"homepage":"https://sustentarea.github.io/brazil-historical-climate/","language":"R","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/sustentarea.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE.md","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":"codemeta.json","zenodo":null}},"created_at":"2025-08-18T07:33:34.000Z","updated_at":"2025-08-18T11:21:28.000Z","dependencies_parsed_at":"2025-08-18T13:24:19.025Z","dependency_job_id":"5e9b71cf-3da0-4369-b6cb-e321eb92a9c7","html_url":"https://github.com/sustentarea/brazil-historical-climate","commit_stats":null,"previous_names":["sustentarea/brazil-historical-climate"],"tags_count":1,"template":false,"template_full_name":null,"purl":"pkg:github/sustentarea/brazil-historical-climate","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sustentarea%2Fbrazil-historical-climate","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sustentarea%2Fbrazil-historical-climate/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sustentarea%2Fbrazil-historical-climate/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sustentarea%2Fbrazil-historical-climate/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/sustentarea","download_url":"https://codeload.github.com/sustentarea/brazil-historical-climate/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sustentarea%2Fbrazil-historical-climate/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":271609113,"owners_count":24789594,"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":"2025-08-22T02:00:08.480Z","response_time":65,"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":["brazil","data-munging","data-science","historical-climate-data","open-data","open-science","pipelines","rstats","spatial-data","time-series","worldclim"],"created_at":"2025-08-22T08:37:42.263Z","updated_at":"2025-08-22T08:37:47.595Z","avatar_url":"https://github.com/sustentarea.png","language":"R","funding_links":[],"categories":[],"sub_categories":[],"readme":"# brazil-historical-climate\n\n\u003c!-- badges: start --\u003e\n[![Project Status: Inactive – The project has reached a stable, usable state but is no longer being actively developed; support/maintenance will be provided as time allows.](https://www.repostatus.org/badges/latest/inactive.svg)](https://www.repostatus.org/#inactive)\n[![OSF DOI](https://img.shields.io/badge/OSF-10.17605/OSF.IO/2UD7C-1284C5.svg)](https://doi.org/10.17605/OSF.IO/2UD7C)\n[![License: GPLv3](https://img.shields.io/badge/license-GPLv3-bd0000.svg)](https://www.gnu.org/licenses/gpl-3.0)\n[![License: CC0-1.0](https://img.shields.io/badge/license-CC0_1.0-lightgrey.svg)](http://creativecommons.org/publicdomain/zero/1.0/)\n\u003c!-- badges: end --\u003e\n\n## Overview\n\nThis repository provides a fully reproducible pipeline for processing [WorldClim 2.1](https://www.worldclim.org/) [Historical Monthly Weather Data](https://www.worldclim.org/data/monthlywth.html) for Brazil using the [R programming language](https://www.r-project.org/).\n\nYou can access the pipeline [here](https://sustentarea.github.io/brazil-historical-climate/).\n\n## Data Availability\n\n[![OSF DOI](https://img.shields.io/badge/OSF-10.17605/OSF.IO/2UD7C-1284C5.svg)](https://doi.org/10.17605/OSF.IO/2UD7C)\n\nThe processed data are available in the `tif` format via a dedicated repository on the Open Science Framework ([OSF](https://osf.io/)), accessible [here](https://doi.org/10.17605/OSF.IO/2UD7C). You can also access these files directly from R using the [`osfr`](https://docs.ropensci.org/osfr/) package.\n\n## How to Use\n\nThe pipeline is fully reproducible. It was developed using the [Quarto](https://quarto.org/) publishing system and the [R programming language](https://www.r-project.org/). To ensure consistent results, the [`renv`](https://rstudio.github.io/renv/) package is used to manage and restore the R environment.\n\nAfter installing the three dependencies mentioned above, follow these steps to reproduce the analyses:\n\n1. **Clone** this repository to your local machine.\n2. **Open** the project in your preferred IDE.\n3. **Restore the R environment** by running [`renv::restore()`](https://rstudio.github.io/renv/reference/restore.html) in the R console. This will install all required software dependencies.\n4. **Open** `index.qmd` and run the code as described in the report.\n\n## How to Cite\n\n\u003e [!IMPORTANT]\n\u003e When using this data, you must also cite the original data sources.\n\nTo cite this work, please use the following format:\n\nVartanian, D., \u0026 Carvalho, A. M. (2025). *A reproducible pipeline for processing WorldClim 2.1 Historical Monthly Weather Data in Brazil* \\[Computer software\\]. Sustentarea Research and Extension Group of the University of São Paulo. \u003chttps://sustentarea.github.io/brazil-historical-climate\u003e\n\nA BibTeX entry for LaTeX users is\n\n```\n@misc{vartanian2025,\n  title = {A reproducible pipeline for processing WorldClim 2.1 Historical Monthly Weather Data in Brazil},\n  author = {{Daniel Vartanian} and {Aline Martins de Carvalho}},\n  year = {2025},\n  address = {São Paulo},\n  institution = {Sustentarea Research and Extension Group of the University of São Paulo},\n  langid = {en},\n  url = {https://sustentarea.github.io/brazil-historical-climate}\n}\n```\n\n## License\n\n[![License: GPLv3](https://img.shields.io/badge/license-GPLv3-bd0000.svg)](https://www.gnu.org/licenses/gpl-3.0)\n[![License: CC0-1.0](https://img.shields.io/badge/License-CC0_1.0-lightgrey.svg)](http://creativecommons.org/publicdomain/zero/1.0/)\n\n\u003e [!IMPORTANT]\n\u003e The original data sources may have their own license terms and conditions.\n\nThe code in this repository is licensed under the [GNU General Public License Version 3](https://www.gnu.org/licenses/gpl-3.0), while the report is available under the [Creative Commons CC0 License](https://creativecommons.org/public-domain/cc0/).\n\n``` text\nCopyright (C) 2025 Daniel Vartanian\n\nThe code in this repository is free software: you can redistribute it and/or\nmodify it under the terms of the GNU General Public License as published by the\nFree Software Foundation, either version 3 of the License, or (at your option)\nany later version.\n\nThis program is distributed in the hope that it will be useful, but WITHOUT ANY\nWARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A\nPARTICULAR PURPOSE. See the GNU General Public License for more details.\n\nYou should have received a copy of the GNU General Public License along with\nthis program. If not, see \u003chttps://www.gnu.org/licenses/\u003e.\n```\n\n## Acknowledgments\n\n\u003ctable\u003e\n  \u003ctr\u003e\n    \u003ctd width=\"30%\"\u003e\n      \u003cbr/\u003e\n      \u003cbr/\u003e\n      \u003cp align=\"center\"\u003e\n        \u003ca href=\"https://www.fsp.usp.br/sustentarea/\"\u003e\n          \u003cimg src=\"images/sustentarea-logo.svg\" width=\"125\"/\u003e\n        \u003c/a\u003e\n      \u003c/p\u003e\n      \u003cbr/\u003e\n    \u003c/td\u003e\n    \u003ctd width=\"70%\"\u003e\n      \u003cp\u003e\n        This work was developed with support from the\n        \u003ca href=\"https://www.fsp.usp.br/sustentarea/\"\u003eSustentarea\u003c/a\u003e\n         Research and Extension Center of the University of São Paulo (\u003ca href=\"https://www5.usp.br/\"\u003eUSP\u003c/a\u003e).\n      \u003c/p\u003e\n    \u003c/td\u003e\n  \u003c/tr\u003e\n\u003c/table\u003e\n\n\u003ctable\u003e\n  \u003ctr\u003e\n    \u003ctd width=\"30%\"\u003e\n      \u003cbr/\u003e\n      \u003cp align=\"center\"\u003e\n        \u003ca href=\"https://www.gov.br/cnpq/\"\u003e\n          \u003cimg src=\"images/cnpq-logo.svg\" width=\"150\"/\u003e\n        \u003c/a\u003e\n      \u003c/p\u003e\n      \u003cbr/\u003e\n    \u003c/td\u003e\n    \u003ctd width=\"70%\"\u003e\n      \u003cp\u003e\n        This work was supported by the Department of Science and\n        Technology of the Secretariat of Science, Technology, and Innovation\n        and of the Health Economic-Industrial Complex (\u003ca href=\"https://www.gov.br/saude/pt-br/composicao/sectics/\"\u003eSECTICS\u003c/a\u003e)  of the \u003ca href=\"https://www.gov.br/saude/pt-br/composicao/sectics/\"\u003eMinistry of Health\u003c/a\u003e\n        of Brazil, and the National Council for Scientific and\n        Technological Development (\u003ca href=\"https://www.gov.br/cnpq/\"\u003eCNPq\u003c/a\u003e) (grant no. 444588/2023-0).\n      \u003c/p\u003e\n    \u003c/td\u003e\n  \u003c/tr\u003e\n\u003c/table\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsustentarea%2Fbrazil-historical-climate","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsustentarea%2Fbrazil-historical-climate","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsustentarea%2Fbrazil-historical-climate/lists"}