references.bib

@software{allaire,
  title = {Quarto},
  author = {Allaire, J. J. and Teague, Charles and Xie, Yihui and Dervieux, Christophe},
  doi = {10.5281/ZENODO.5960048},
  abstract = {Quarto is an open-source scientific and technical publishing system built on Pandoc.},
  organization = {Zenodo},
  keywords = {computer science,dynamic documents,exact sciences,pandoc,r (programming language)}
}

@software{cooley2024,
  title = {{{h3r}}: {{Hexagonal}} hierarchical geospatial indexing system},
  shorttitle = {{{h3r}}},
  author = {Cooley, David and Shao, Ray},
  date = {2024},
  doi = {10.32614/CRAN.package.h3r},
  abstract = {Provides access to Uber's 'H3' geospatial indexing system via 'h3lib' {$<$}https://CRAN.R-project.org/package=h3lib{$>$}. 'h3r' is designed to mimic the 'H3' Application Programming Interface (API) {$<$}https://h3geo.org/docs/api/indexing/{$>$}, so that any function in the API is also available in 'h3r'.},
  keywords = {apis,computer science,exact sciences,h3,hexagonal grids,hexagonal hierarchical geospatial indexing system,nosource,open data,probability and statistics,r (programming language),r packages}
}

@software{hijmans2024,
  title = {{{geodata}}: {{Download}} geographic data},
  shorttitle = {{{geodata}}},
  author = {Hijmans, Robert J. and Barbosa, Márcia and Ghosh, Aniruddha and Mandel, Alex},
  date = {2024},
  doi = {10.32614/CRAN.package.geodata},
  abstract = {Functions for downloading of geographic data for use in spatial analysis and mapping. The package facilitates access to climate, crops, elevation, land use, soil, species occurrence, accessibility, administrative boundaries and other data.},
  keywords = {apis,computer science,exact sciences,nosource,probability and statistics,r (programming language),r packages,software engineering,spatial data,spatial data analysis}
}

@software{obrien2023,
  title = {{{h3jsr}}: {{Access Uber}}'s {{H3}} library},
  shorttitle = {{{h3jsr}}},
  author = {O'Brien, Lauren},
  date = {2023},
  doi = {10.32614/CRAN.package.h3jsr},
  abstract = {h3jsr provides access to Uber’s H3 library via its javascript transpile, using the magical power of V8. H3 is a hexagonal hierarchical geospatial indexing system. Details about its structure and use cases can be found here.},
  keywords = {computer science,data visualization,exact sciences,geospatial data science,h3,nosource,r (programming language),r packages,software engineering,vector data}
}

@software{pereirab,
  title = {{{geobr}}: {{Download}} official spatial data sets of {{Brazil}}},
  shorttitle = {geobr},
  author = {Pereira, Rafael H. M. and Goncalves, Caio Nogueira},
  doi = {10.32614/CRAN.package.geobr},
  abstract = {geobr is a computational package to download official spatial data sets of Brazil. The package includes a wide range of geospatial data in geopackage format (like shapefiles but better), available at various geographic scales and for various years with harmonized attributes, projection and topology.},
  keywords = {brazil,computer science,exact sciences,geocomputation,nosource,r (programming language),r packages,spatial statistics}
}

@software{rcoreteam,
  title = {R: {{A}} language and environment for statistical computing},
  author = {{R Core Team}},
  location = {Vienna, Austria},
  url = {https://www.r-project.org},
  organization = {R Foundation for Statistical Computing},
  keywords = {computer science,exact sciences,nosource,probability and statistics,programming languages,r (programming language)}
}

@dataset{uber,
  title = {H3: {{A}} hexagonal hierarchical geospatial indexing system},
  shorttitle = {H3},
  author = {{Uber Technologies}},
  url = {https://h3geo.org},
  abstract = {H3 is a discrete global grid system for indexing geographies into a hexagonal grid, developed at Uber. Coordinates can be indexed to cell IDs that each represent a unique cell. Indexed data can be quickly joined across disparate datasets and aggregated at different levels of precision. H3 enables a range of algorithms and optimizations based on the grid, including nearest neighbors, shortest path, gradient smoothing, and more.},
  langid = {english},
  keywords = {computer science,exact sciences,geospatial data science,geospatial systems,hexagonal grids,hexagonal hierarchical geospatial indexing system,open data,spatial analysis}
}

@software{ushey2025,
  title = {{{renv}}: {{Project}} environments},
  shorttitle = {{{renv}}},
  author = {Ushey, Kevin and Wickham, Hadley},
  date = {2025},
  doi = {10.32614/CRAN.package.renv},
  abstract = {A dependency management toolkit for R. Using 'renv', you can create and manage project-local R libraries, save the state of these libraries to a 'lockfile', and later restore your library as required. Together, these tools can help make your projects more isolated, portable, and reproducible.},
  keywords = {computer science,exact sciences,programming,r (programming language),r packages}
}

@software{walker2025,
  title = {{{pmtiles}}: {{R Interface}} to {{PMTiles}}},
  shorttitle = {{{pmtiles}}},
  author = {Walker, Kyle},
  date = {2025},
  url = {https://github.com/walkerke/pmtiles},
  abstract = {PMTiles is a single-file archive format for tiled map data. This package provides R functions to work with PMTiles archives, including creating, inspecting, converting, and serving them for visualization.},
  keywords = {computer science,exact sciences,geospatial data science,nosource,pmtiles,r (programming language),r packages,software engineering}
}

@software{walker2026a,
  title = {{{mapgl}}: {{Interactive Maps}} with '{{Mapbox GL JS}}' and '{{MapLibre GL JS}}'},
  shorttitle = {{{mapgl}}},
  author = {Walker, Kyle},
  date = {2026},
  url = {https://walker-data.com/mapgl},
  abstract = {The mapgl R package makes the latest versions of Mapbox GL JS and MapLibre GL JS available to R users. The package interface is designed to make the powerful capabilities of both libraries available in R mapping projects, but also feel similar to users coming from other R mapping packages.},
  keywords = {computer science,exact sciences,geospatial data science,mapgl,nosource,r (programming language),r packages,software engineering}
}

@online{wickham2023c,
  title = {The tidy tools manifesto},
  author = {Wickham, Hadley},
  date = {2023},
  url = {https://tidyverse.tidyverse.org/articles/manifesto.html},
  urldate = {2023-07-18},
  abstract = {tidyverse},
  langid = {english},
  organization = {Tidyverse},
  keywords = {data engineering,data science,engineering,guia de estilo,nosource,programming,r (programming language),software engineering}
}

@book{wickham2023e,
  title = {R for data science: {{Import}}, tidy, transform, visualize, and model data},
  shorttitle = {R for data science},
  author = {Wickham, Hadley and Çetinkaya-Rundel, Mine and Grolemund, Garrett},
  date = {2023},
  edition = {2},
  publisher = {O'Reilly Media},
  location = {Sebastopol, CA},
  url = {https://r4ds.hadley.nz},
  abstract = {Use R to turn data into insight, knowledge, and understanding. With this practical book, aspiring data scientists will learn how to do data science with R and RStudio, along with the tidyverse collection of R packages designed to work together to make data science fast, fluent, and fun. Even if you have no programming experience, this updated edition will have you doing data science quickly. You'll learn how to import, transform, and visualize your data and communicate the results. And you'll get a complete, big-picture understanding of the data science cycle and the basic tools you need to manage the details. Updated for the latest tidyverse features and best practices, new chapters show you how to get data from spreadsheets, databases, and websites. Exercises help you practice what you've learned along the way.},
  isbn = {978-1-4920-9740-2},
  langid = {american},
  pagetotal = {576},
  keywords = {data engineering,data science,exact sciences,probability and statistics,programming,r (programming language)}
}

@book{wickhama,
  title = {The tidyverse style guide},
  author = {Wickham, Hadley},
  url = {https://style.tidyverse.org},
  langid = {english},
  keywords = {computer science,exact sciences,guia de estilo,nosource,r (programming language),standards}
}

@book{wickhamc,
  title = {Tidy design principles},
  author = {Wickham, Hadley},
  url = {https://design.tidyverse.org},
  langid = {english},
  keywords = {computer science,exact sciences,guia de estilo,nosource,r (programming language),standards}
}