{ "_id": "6ac615ccf511ae58c09a5d32", "Package": "HazardMaps", "Type": "Package", "Title": "Spatial Dependence Modeling and Pseudoscenario Generation for\nNatural Hazards", "Version": "0.1.0", "Authors@R": "person(\"Maria Valentina\", \"Clavijo Mesa\",\nemail = \"valentina.clavijo@usp.br\",\nrole = c(\"aut\", \"cre\"))", "Description": "An R package for reproducible analysis of spatial\ndependence in environmental and climate-related variables. The\npackage provides a unified workflow to ingest spatial datasets,\nestimate and visualize spatial correlation structures, fit\nmultiple dependence models including vine copulas (C-vine and\nD-vine), Gaussian models, and stochastic fields, and compare\nthem using quantitative indicators to support model selection.\nBased on the selected model, the package enables the generation\nof spatially dependent pseudoscenarios for uncertainty analysis\nand simulation studies. The design emphasizes numerical\nrobustness, modularity, and reproducibility across\nheterogeneous spatial data sources.", "License": "MIT + file LICENSE", "Encoding": "UTF-8", "RoxygenNote": "7.3.3", "URL": "https://github.com/Valentina9619/HazardMaps,\nhttps://valentina9619.github.io/HazardMaps/", "BugReports": "https://github.com/Valentina9619/HazardMaps/issues", "Config/testthat/edition": "3", "VignetteBuilder": "knitr", "Config/pak/sysreqs": "libnetcdf-dev", "Repository": "https://ropensci-staging.r-universe.dev", "Date/Publication": "2026-10-06 21:25:45 UTC", "RemoteUrl": "https://github.com/Valentina9619/HazardMaps", "RemoteRef": "HEAD", "RemoteSha": "b2e1b24ab3ee1a78acf981775fbadd2393c42f77", "NeedsCompilation": "no", "Packaged": { "Date": "2026-10-07 08:37:08 UTC", "User": "root" }, "Author": "Maria Valentina Clavijo Mesa [aut, cre]", "Maintainer": "Maria Valentina Clavijo Mesa ", "_user": "ropensci-staging", "_type": "src", "_file": "HazardMaps_0.1.0.tar.gz", "_fileid": "https://r2.ropensci.org/5df5fa4d7103a1ee36d4d9b15517cbaccfa08cb744e212ec7fd360931fd90a7f", "_filesize": 68622826, "_sha256": "5df5fa4d7103a1ee36d4d9b15517cbaccfa08cb744e212ec7fd360931fd90a7f", "_expires": "2027-01-15T09:50:00.000Z", "_created": "2026-10-07T08:37:08.000Z", "_published": "2026-10-07T09:50:04.462Z", "_buildurl": "https://github.com/r-universe/ropensci-staging/actions/runs/37593312477", "_status": "success", "_host": "GitHub-Actions", "_jobs": [ { "job": 112705413982, "time": 2908, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11472682673" }, { "job": 112705413757, "time": 3234, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11473396518" }, { "job": 112705413858, "time": 2130, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "11474090648" }, { "job": 112705413992, "time": 2055, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "11472968921" }, { "job": 112700024810, "time": 1074, "config": "pkgdown", "r": "4.6.0", "check": "OK", "artifact": "11470816502" }, { "job": 112700024667, "time": 803, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "11470761165" }, { "job": 112705413815, "time": 127, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "11469734946" }, { "job": 112705413813, "time": 3722, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "FAILURE", "artifact": "" }, { "job": 112705413788, "time": 3675, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "FAILURE", "artifact": "" }, { "job": 112705413849, "time": 3678, "config": "windows-release-x86_64", "r": "4.6.1", "check": "FAILURE", "artifact": "" } ], "_upstream": "https://github.com/Valentina9619/HazardMaps", "_commit": { "id": "b2e1b24ab3ee1a78acf981775fbadd2393c42f77", "author": "Valentina Clavijo Mesa ", "committer": "Valentina Clavijo Mesa ", "message": "Add pkgdown documentation site\n\nhttps://valentina9619.github.io/HazardMaps/\n", "time": 1791321945 }, "_maintainer": { "name": "Maria Valentina Clavijo Mesa", "email": "valentina.clavijo@usp.br", "login": "valentina9619", "linkedin": "in/valentina-clavijo-5a6a2576", "description": "PhD student @Politecnico di Milano | Researching the resilience of critical infrastructures exposed to climate change | Co-founder @rladies Medellin chapter", "uuid": 78041629 }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.5.0", "role": "Depends" }, { "package": "ncdf4", "role": "Imports" }, { "package": "ggplot2", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" }, { "package": "maps", "role": "Suggests" }, { "package": "fitdistrplus", "role": "Suggests" }, { "package": "patchwork", "role": "Suggests" }, { "package": "rvinecopulib", "role": "Suggests" }, { "package": "MASS", "role": "Suggests" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" } ], "_owner": "valentina9619", "_selfowned": false, "_usedby": 0, "_updates": [ { "week": "2026-04", "n": 10 }, { "week": "2026-20", "n": 2 }, { "week": "2026-21", "n": 1 }, { "week": "2026-40", "n": 10 }, { "week": "2026-41", "n": 4 } ], "_tags": [], "_stars": 0, "_contributors": [ { "user": "valentina9619", "count": 27, "uuid": 78041629 } ], "_userbio": { "uuid": 318245800, "type": "organization", "name": "ropensci-staging", "followers": 0 }, "_downloads": { "count": 0, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/HazardMaps" }, "_devurl": "https://github.com/valentina9619/hazardmaps", "_pkgdown": "https://valentina9619.github.io/HazardMaps/", "_searchresults": 0, "_metadata": { "review": { "organization": "rOpenSci Software Review", "url": "https://github.com/ropensci/software-review/issues/814" } }, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/HazardMaps.html", "extra/manual.pdf", "extra/readme.html", "extra/readme.md", "LICENSE" ], "_cranurl": false, "_exports": [ "hm_cluster_size", "hm_decode_time", "hm_distance_matrix", "hm_empirical_correlogram", "hm_empirical_kendall", "hm_filter_land_cells", "hm_fit_copula", "hm_fit_correlation_model", "hm_fit_marginals", "hm_get_grid_geometry", "hm_marginal_gof", "hm_pit_transform", "hm_plot_best_dist", "hm_plot_correlogram", "hm_plot_dist_frequency", "hm_plot_exceedance", "hm_plot_exceedance_time", "hm_plot_marginal_fit", "hm_plot_spatial_domain", "hm_read_netcdf", "hm_select_extreme_events", "hm_simulate_copula", "hm_simulate_sf_kle", "hm_standardize_coords", "hm_summarise_events", "hm_to_matrix" ], "_help": [ { "page": "hm_cluster_size", "title": "Compute spatial cluster sizes of extreme events", "topics": [ "hm_cluster_size" ] }, { "page": "hm_decode_time", "title": "Decode the NetCDF time axis", "topics": [ "hm_decode_time" ] }, { "page": "hm_distance_matrix", "title": "Compute pairwise haversine distances between grid cells", "topics": [ "hm_distance_matrix" ] }, { "page": "hm_empirical_correlogram", "title": "Compute the empirical spatial correlogram", "topics": [ "hm_empirical_correlogram" ] }, { "page": "hm_empirical_kendall", "title": "Compute the empirical pairwise Kendall correlation matrix", "topics": [ "hm_empirical_kendall" ] }, { "page": "hm_filter_land_cells", "title": "Remove sea and no-data cells from a hazard matrix", "topics": [ "hm_filter_land_cells" ] }, { "page": "hm_fit_copula", "title": "Fit a spatial copula model to the uniform PIT data", "topics": [ "hm_fit_copula" ] }, { "page": "hm_fit_correlation_model", "title": "Fit a parametric spatial correlation model to the empirical correlogram", "topics": [ "hm_fit_correlation_model" ] }, { "page": "hm_fit_marginals", "title": "Fit marginal distributions to each grid cell", "topics": [ "hm_fit_marginals" ] }, { "page": "hm_get_grid_geometry", "title": "Extract grid geometry", "topics": [ "hm_get_grid_geometry" ] }, { "page": "hm_marginal_gof", "title": "Goodness-of-fit diagnostics for a single grid cell", "topics": [ "hm_marginal_gof" ] }, { "page": "hm_pit_transform", "title": "Apply the Probability Integral Transform", "topics": [ "hm_pit_transform" ] }, { "page": "hm_plot_best_dist", "title": "Plot best-fitting marginal distribution by grid cell", "topics": [ "hm_plot_best_dist" ] }, { "page": "hm_plot_correlogram", "title": "Plot the empirical spatial correlogram", "topics": [ "hm_plot_correlogram" ] }, { "page": "hm_plot_dist_frequency", "title": "Plot frequency of best-fitting marginal distribution families", "topics": [ "hm_plot_dist_frequency" ] }, { "page": "hm_plot_exceedance", "title": "Plot threshold exceedances", "topics": [ "hm_plot_exceedance" ] }, { "page": "hm_plot_exceedance_time", "title": "Plot extreme-event days over time", "topics": [ "hm_plot_exceedance_time" ] }, { "page": "hm_plot_marginal_fit", "title": "Plot marginal fit diagnostics for a single grid cell", "topics": [ "hm_plot_marginal_fit" ] }, { "page": "hm_plot_spatial_domain", "title": "Plot spatial domain grid", "topics": [ "hm_plot_spatial_domain" ] }, { "page": "hm_read_netcdf", "title": "Read a hazard NetCDF dataset", "topics": [ "hm_read_netcdf" ] }, { "page": "hm_select_extreme_events", "title": "Select extreme-event days by threshold", "topics": [ "hm_select_extreme_events" ] }, { "page": "hm_simulate_copula", "title": "Simulate spatially coherent hazard scenarios from a fitted copula", "topics": [ "hm_simulate_copula" ] }, { "page": "hm_simulate_sf_kle", "title": "Simulate hazard scenarios via Karhunen-Loève Expansion", "topics": [ "hm_simulate_sf_kle" ] }, { "page": "hm_standardize_coords", "title": "Standardize spatial coordinates", "topics": [ "hm_standardize_coords" ] }, { "page": "hm_summarise_events", "title": "Summarise retained extreme-event days", "topics": [ "hm_summarise_events" ] }, { "page": "hm_to_matrix", "title": "Convert hazard array to a time-by-cell matrix", "topics": [ "hm_to_matrix" ] } ], "_pkglogo": "https://github.com/Valentina9619/HazardMaps/raw/HEAD/man/figures/logo.png", "_readme": "https://github.com/Valentina9619/HazardMaps/raw/HEAD/README.md", "_rundeps": [ "cli", "cpp11", "farver", "ggplot2", "glue", "gtable", "isoband", "labeling", "lifecycle", "ncdf4", "R6", "RColorBrewer", "rlang", "S7", "scales", "vctrs", "viridisLite", "withr" ], "_vignettes": [ { "source": "tutorial.Rmd", "filename": "tutorial.html", "title": "Spatial correlation modeling of environmental extremes with HazardMaps", "author": "Maria Valentina Clavijo Mesa", "engine": "knitr::rmarkdown", "headings": [ "Overview", "Step 1 — Ingest and prepare data", "Step 2 — Select extreme-event days", "Step 3 — Fit marginal distributions", "Step 4 — Estimate spatial dependence", "Step 5 — Fit dependence models", "Copula models", "Stochastic field model", "Step 6 — Simulate pseudoscenarios", "Step 7 — Validate with cluster-size statistics", "Summary", "References" ], "created": "2026-10-06 21:23:50", "modified": "2026-10-06 21:23:50", "commits": 1 } ], "_score": 3.3979400086720375, "_indexed": false, "_nocasepkg": "hazardmaps", "_universes": [ "ropensci-staging" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.1.0", "date": "2026-10-07T08:46:02.000Z", "distro": "resolute", "commit": "b2e1b24ab3ee1a78acf981775fbadd2393c42f77", "fileid": "https://r2.ropensci.org/25acc38ab6eff7b4103d3c02dde7f07b4fcc5526baecda6d1b29c08a1285dd01", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ropensci-staging/actions/runs/37593312477" }, { "r": "4.6.1", "os": "linux", "version": "0.1.0", "date": "2026-10-07T08:45:38.000Z", "distro": "resolute", "commit": "b2e1b24ab3ee1a78acf981775fbadd2393c42f77", "fileid": "https://r2.ropensci.org/8c73fe11d359804b8de7d75a746d0011a48e1a0fee1ca60de6427aac9d5ee02c", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ropensci-staging/actions/runs/37593312477" }, { "r": "4.5.3", "os": "mac", "version": "0.1.0", "date": "2026-10-07T09:14:46.000Z", "commit": "b2e1b24ab3ee1a78acf981775fbadd2393c42f77", "fileid": "https://r2.ropensci.org/7858dff5dc48db6d3059750ef723c78c99123a0a55e97a50ebd3c6693077a4e7", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ropensci-staging/actions/runs/37593312477" }, { "r": "4.6.1", "os": "mac", "version": "0.1.0", "date": "2026-10-07T09:15:07.000Z", "commit": "b2e1b24ab3ee1a78acf981775fbadd2393c42f77", "fileid": "https://r2.ropensci.org/e9fe1f98032acf6b82586ba3dbee98c81a479ec5fa25d63363a7f513cdfbc2c0", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ropensci-staging/actions/runs/37593312477" }, { "r": "4.6.0", "os": "wasm", "version": "0.1.0", "date": "2026-10-07T08:45:54.000Z", "commit": "b2e1b24ab3ee1a78acf981775fbadd2393c42f77", "fileid": "https://r2.ropensci.org/083e27211a9704c8da8e9042b196040061cdb88b8e6445ba0f119ae830eecd82", "status": "success", "buildurl": "https://github.com/r-universe/ropensci-staging/actions/runs/37593312477" } ] }