{"id":38654491,"url":"https://github.com/openwashdata/boreholeforensicspumpingtest","last_synced_at":"2026-01-17T09:25:36.531Z","repository":{"id":280786395,"uuid":"943160192","full_name":"openwashdata/boreholeforensicspumpingtest","owner":"openwashdata","description":"This dataset contains borehole forensic pumping test data, capturing key parameters related to groundwater extraction, borehole performance, and water quality assessments in Malawi.","archived":false,"fork":false,"pushed_at":"2025-07-03T14:33:37.000Z","size":1620,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-09-05T07:03:37.555Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"https://openwashdata.github.io/boreholeforensicspumpingtest/","language":"R","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"cc-by-4.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/openwashdata.png","metadata":{"files":{"readme":"README.Rmd","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":null,"zenodo":null}},"created_at":"2025-03-05T09:08:24.000Z","updated_at":"2025-07-03T14:33:40.000Z","dependencies_parsed_at":"2025-03-31T13:24:42.535Z","dependency_job_id":"b3bca94c-6659-414e-a3bf-05e620523b36","html_url":"https://github.com/openwashdata/boreholeforensicspumpingtest","commit_stats":null,"previous_names":["openwashdata/boreholeforensicspumpingtest"],"tags_count":1,"template":false,"template_full_name":null,"purl":"pkg:github/openwashdata/boreholeforensicspumpingtest","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openwashdata%2Fboreholeforensicspumpingtest","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openwashdata%2Fboreholeforensicspumpingtest/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openwashdata%2Fboreholeforensicspumpingtest/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openwashdata%2Fboreholeforensicspumpingtest/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/openwashdata","download_url":"https://codeload.github.com/openwashdata/boreholeforensicspumpingtest/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openwashdata%2Fboreholeforensicspumpingtest/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28505550,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-01-17T06:57:29.758Z","status":"ssl_error","status_checked_at":"2026-01-17T06:56:03.931Z","response_time":85,"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"}},"keywords":[],"created_at":"2026-01-17T09:25:36.093Z","updated_at":"2026-01-17T09:25:36.491Z","avatar_url":"https://github.com/openwashdata.png","language":"R","funding_links":[],"categories":[],"sub_categories":[],"readme":"---\noutput: github_document\nalways_allow_html: true\neditor_options: \n  markdown: \n    wrap: 72\n  chunk_output_type: console\n---\n\n\u003c!-- README.md is generated from README.Rmd. Please edit that file --\u003e\n\n```{r, include = FALSE}\nknitr::opts_chunk$set(\n  collapse = TRUE,\n  comment = \"#\u003e\",\n  fig.path = \"man/figures/README-\",\n  out.width = \"100%\",\n  message = FALSE,\n  warning = FALSE,\n  fig.retina = 2,\n  fig.align = 'center'\n)\n```\n\n# Borehole Forensics 4 - Pumping Test 2018 - 2024\n\n\u003c!-- badges: start --\u003e\n\n[![License: CC BY\n4.0](https://img.shields.io/badge/License-CC_BY_4.0-lightgrey.svg)](https://creativecommons.org/licenses/by/4.0/)\n\n[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.15800110.svg)](https://zenodo.org/doi/10.5281/zenodo.15800110)\n\n\u003c!-- badges: end --\u003e\n\nThis dataset contains borehole forensic pumping test data, capturing key\nparameters related to groundwater extraction, borehole performance, and\nwater quality assessments. It includes information on the test\nconditions, water levels, pumping rates, flow measurement methods, and\nwater quality indicators such as pH, turbidity, and electrical\nconductivity.\n\nThe dataset also documents permissions granted for testing, equipment\nused, and observations on borehole performance, such as whether the\nwater level stabilized during pumping and whether the borehole passed\nthe test.\n\nPotential Uses of the Dataset \n\n1. Hydrogeological Analysis: Evaluating groundwater availability and borehole efficiency. \n\n2. Environmental Studies: Assessing water quality parameters. \n\n3. Infrastructure Planning: Supporting water resource management and borehole maintenance decisions.\n\n4. Regulatory Compliance: Ensuring boreholes meet required operational standards.\n\n\nThe data was collected by BASEFlow with funding from the [Open Research Data Program of the ETH Board](https://ethrat.ch/en/eth-domain/open-research-data/).\n\n## Installation\n\nYou can install the development version of boreholeforensicspumpingtest from\n[GitHub](https://github.com/) with:\n\n``` r\n# install.packages(\"devtools\")\ndevtools::install_github(\"openwashdata/boreholeforensicspumpingtest\")\n```\n\n```{r}\n## Run the following code in console if you don't have the packages\n## install.packages(c(\"dplyr\", \"knitr\", \"readr\", \"stringr\", \"gt\", \"kableExtra\"))\nlibrary(dplyr)\nlibrary(knitr)\nlibrary(readr)\nlibrary(stringr)\nlibrary(gt)\nlibrary(kableExtra)\nlibrary(ggplot2)\nlibrary(lubridate)\n```\n\nAlternatively, you can download the individual datasets as a CSV or XLSX\nfile from the table below.\n\n1.  Click Download CSV. A window opens that displays the CSV in\n    your browser.\n2.  Right-click anywhere inside the window and select \"Save Page As...\".\n3.  Save the file in a folder of your choice.\n\n```{r, echo=FALSE, message=FALSE, warning=FALSE}\n\nextdata_path \u003c- \"https://github.com/openwashdata/boreholeforensicspumpingtest/raw/main/inst/extdata/\"\n\nread_csv(\"data-raw/dictionary.csv\") |\u003e \n  distinct(file_name) |\u003e \n  dplyr::mutate(file_name = str_remove(file_name, \".rda\")) |\u003e \n  dplyr::rename(dataset = file_name) |\u003e \n  mutate(\n    CSV = paste0(\"[Download CSV](\", extdata_path, dataset, \".csv)\"),\n    XLSX = paste0(\"[Download XLSX](\", extdata_path, dataset, \".xlsx)\")\n  ) |\u003e \n  knitr::kable()\n\n```\n\n## Data\n\nThe package provides access to the Borehole Forensics 4 - Pumping Test conducted between 2018 and 2024\n\n```{r}\nlibrary(boreholeforensicspumpingtest)\n```\n\n### boreholeforensicspumpingtest\n\nThe dataset `boreholeforensicspumpingtest` has\n`r nrow(boreholeforensicspumpingtest)` observations and `r ncol(boreholeforensicspumpingtest)`\nvariables\n\n```{r}\nboreholeforensicspumpingtest |\u003e \n  head(3) |\u003e \n  gt::gt() |\u003e\n  gt::as_raw_html()\n```\n\nFor an overview of the variable names, see the following table.\n\n```{r echo=FALSE, message=FALSE, warning=FALSE}\nreadr::read_csv(\"data-raw/dictionary.csv\") |\u003e\n  dplyr::filter(file_name == \"boreholeforensicspumpingtest.rda\") |\u003e\n  dplyr::select(variable_name:description) |\u003e \n  knitr::kable() |\u003e \n  kableExtra::kable_styling(\"striped\") |\u003e \n  kableExtra::scroll_box(height = \"200px\")\n```\n\n## Example\n\n```{r}\n# Create the plot\nlibrary(boreholeforensicspumpingtest)\n\n# Extract distinct year\nyear \u003c- year(boreholeforensicspumpingtest$date_of_test)\n\n# Create the plot\nggplot(boreholeforensicspumpingtest, aes(x = year, y = static_water_level)) +\n  geom_point() +\n  theme_minimal() +\n  labs(\n    title = \"Static Water Level by Year\",\n    x = \"Year\",\n    y = \"Static Water Level (m below reference point)\"\n  )\n\n\n```\n\n## License\n\nData are available as\n[CC-BY](https://github.com/openwashdata/%7B%7B%7Bpackagename%7D%7D%7D/blob/main/LICENSE.md).\n\n## Citation\n\nPlease cite this package using:\n\n```{r}\ncitation(\"boreholeforensicspumpingtest\")\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fopenwashdata%2Fboreholeforensicspumpingtest","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fopenwashdata%2Fboreholeforensicspumpingtest","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fopenwashdata%2Fboreholeforensicspumpingtest/lists"}