{"id":20850649,"url":"https://github.com/atsyplenkov/nth-west-caucasus-sediments","last_synced_at":"2026-04-21T12:32:59.309Z","repository":{"id":248638757,"uuid":"734134479","full_name":"atsyplenkov/nth-west-caucasus-sediments","owner":"atsyplenkov","description":"Data and code to reproduce the article with working title \"Impacts of post-Soviet land-use transformation on sediment dynamics in the Western Caucasus\"","archived":false,"fork":false,"pushed_at":"2025-07-13T22:52:56.000Z","size":150825,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2026-02-06T13:07:32.557Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"https://www.sciencedirect.com/science/article/pii/S0022169425003038","language":"R","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/atsyplenkov.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,"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":"2023-12-21T00:35:56.000Z","updated_at":"2025-07-13T22:53:00.000Z","dependencies_parsed_at":"2025-01-11T03:42:28.363Z","dependency_job_id":null,"html_url":"https://github.com/atsyplenkov/nth-west-caucasus-sediments","commit_stats":null,"previous_names":["atsyplenkov/nth-west-caucasus-sediments"],"tags_count":3,"template":false,"template_full_name":null,"purl":"pkg:github/atsyplenkov/nth-west-caucasus-sediments","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/atsyplenkov%2Fnth-west-caucasus-sediments","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/atsyplenkov%2Fnth-west-caucasus-sediments/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/atsyplenkov%2Fnth-west-caucasus-sediments/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/atsyplenkov%2Fnth-west-caucasus-sediments/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/atsyplenkov","download_url":"https://codeload.github.com/atsyplenkov/nth-west-caucasus-sediments/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/atsyplenkov%2Fnth-west-caucasus-sediments/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32091881,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-21T11:25:29.218Z","status":"ssl_error","status_checked_at":"2026-04-21T11:25:28.499Z","response_time":128,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 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":[],"created_at":"2024-11-18T03:10:49.953Z","updated_at":"2026-04-21T12:32:59.280Z","avatar_url":"https://github.com/atsyplenkov.png","language":"R","funding_links":[],"categories":[],"sub_categories":[],"readme":"[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.12816101.svg)](https://doi.org/10.5281/zenodo.12816101)\r\n\r\n# Impacts of post-Soviet land-use transformation on sediment dynamics in the Western Caucasus\r\n![](/figures/graphical-abstract/graphical_abstract_rivers.png)\r\n\r\nThis repository contains the main processing steps to explore sediment load temporal changes in the Kuban River basin (Western Caucasus) during the 1975-2020 period. It is meant to accompany a journal article (Tsyplenkov et al., *In review*). This study is part of the Russian Science Foundation project No. 19-17-00181: \"Quantitative assessment of the slope sediment flux and its changes in the Holocene for the Caucasus mountain rivers\".\r\n\r\nFor a deep introduction to the study, please refer to:\r\n\u003eTsyplenkov A, Grachev A, Yermolaev O, Golosov V. Impacts of post-Soviet land-use transformation on sediment dynamics in the Western Caucasus. Journal of Hydrology, *In review*.\r\n\r\n\r\n# Overview\r\n## How to reproduce\r\nWe used the [{renv} package](https://rstudio.github.io/renv/articles/renv.html) to create a stable version-specific library of R packages. The work itself was done on an Ubuntu 22.04 WSL2 remote machine in R `4.4.1`. In order to replicate the analysis and the environment, the following steps are recommended:\r\n\r\n1. Open the folder in a WSL remote desktop in VS Code.\r\n2. Make sure that R `4.4.1` and `{renv}` packages are installed.\r\n3. Run `renv::restore()` to install all the packages.\r\n4. The folder `workflow` contains all necessary steps to reproduce the results. Follow inner folders in order they named to produce the results. Folder `R` contains additional functions that were written for analysis.\r\n\r\n## Additional files\r\nSome maps, as well as manual shoreline digitizing, were performed in QGIS 3.34 LTS version. The corresponding `.qgz` project files are uploaded. The QGIS projects are missing some heavy satellite imagery, as well as DEM. Files can be shared upon request.\r\n\r\n# Related reproducible research by our team\r\n- Study describing suspended sediment spatial patterns in the Greater Caucasus mountains (Golosov \u0026 Tsyplenkov, [2021](https://github.com/atsyplenkov/caucasus-sediment-yield2021))\r\n- Spatio-temporal assessment of suspended sediment changes during the Anthropocene in the adjacent Terek River basin (Tsyplenkov et al., [2021](https://github.com/atsyplenkov/sediment-caucasus-anthropocene))","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fatsyplenkov%2Fnth-west-caucasus-sediments","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fatsyplenkov%2Fnth-west-caucasus-sediments","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fatsyplenkov%2Fnth-west-caucasus-sediments/lists"}