{ "_id": "6a10d570acfb0bcc41cd3bbe", "Package": "FIESTA", "Type": "Package", "Title": "Forest Inventory Estimation and Analysis", "Version": "3.7.1.9120", "Date": "2026-05-14", "Authors@R": "c(person(given = \"Tracey\",\nfamily = \"Frescino\",\nrole = \"aut\",\nemail = \"tracey.frescino@usda.gov\"),\nperson(given = \"Gretchen\",\nfamily = \"Moisen\",\nrole = \"aut\",\nemail = \"gretchen.g.moisen@usda.gov\"),\nperson(given = \"Paul\",\nfamily = \"Patterson\",\nrole = \"aut\"),\nperson(given = \"Chris\",\nfamily = \"Toney\",\nrole = \"aut\",\nemail = \"chris.toney@usda.gov\"),\nperson(given = \"Grayson\",\nfamily = \"White\",\nrole = c(\"aut\", \"cre\"),\nemail = \"graysonwhite13@gmail.com\",\ncomment = c(ORCID = \"0000-0003-4993-2792\")),\nperson(given = \"Elizabeth\",\nfamily = \"Freeman\",\nrole = \"ctb\",\nemail = \"elizabeth.a.freeman\"),\nperson(given = \"Joshua\",\nfamily = \"Yamamoto\",\nrole = \"ctb\",\nemail = \"joshuayamamoto5@gmail.com\"))", "Description": "A research estimation tool for analysts that work with\nsample-based inventory data from the U.S. Department of\nAgriculture, Forest Service, Forest Inventory and Analysis\n(FIA) Program.", "Remotes": [ "USDAForestService/FIESTAutils" ], "VignetteBuilder": "knitr", "License": "GPL-3", "Copyright": "See file COPYRIGHTS for details.", "URL": "https://usdaforestservice.github.io/FIESTA/,\nhttps://github.com/USDAForestService/FIESTA", "BugReports": "https://github.com/USDAForestService/FIESTA/issues", "LazyData": "true", "Encoding": "UTF-8", "Config/testthat/edition": "3", "Config/roxygen2/version": "8.0.0", "Config/pak/sysreqs": "libabsl-dev cmake libgdal-dev gdal-bin libgeos-dev\nmake libicu-dev libxml2-dev libzstd-dev libssl-dev libpq-dev\nlibproj-dev libsqlite3-dev libudunits2-dev", "Repository": "https://usdaforestservice.r-universe.dev", "Date/Publication": "2026-05-22 21:36:10 UTC", "RemoteUrl": "https://github.com/usdaforestservice/fiesta", "RemoteRef": "HEAD", "RemoteSha": "8533f1f582f564f897f83e999197ac14eb2532f5", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-22 22:09:28 UTC", "User": "root" }, "Author": "Tracey Frescino [aut],\nGretchen Moisen [aut],\nPaul Patterson [aut],\nChris Toney [aut],\nGrayson White [aut, cre] (ORCID:\n),\nElizabeth Freeman [ctb],\nJoshua Yamamoto [ctb]", "Maintainer": "Grayson White ", "MD5sum": "69bd3eadecb0a739be69694d4661d968", "_user": "usdaforestservice", "_type": "src", "_file": "FIESTA_3.7.1.9120.tar.gz", "_fileid": "fc6cb932ec6b0f07edb7589a5ab77709aa6819b4620bd7260c41bb3b7976eef0", "_filesize": 3567291, "_sha256": "fc6cb932ec6b0f07edb7589a5ab77709aa6819b4620bd7260c41bb3b7976eef0", "_created": "2026-05-22T22:09:28.000Z", "_published": "2026-05-22T22:15:12.094Z", "_distro": "noble", "_jobs": [ { "job": 77470350967, "time": 249, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "WARNING", "artifact": "7171225201" }, { "job": 77470350999, "time": 268, "config": "linux-release-x86_64", "r": "4.6.0", "check": "WARNING", "artifact": "7171228917" }, { "job": 77470350958, "time": 193, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "WARNING", "artifact": "7171213924" }, { "job": 77470350986, "time": 130, "config": "macos-release-arm64", "r": "4.6.0", "check": "WARNING", "artifact": "7171201443" }, { "job": 77469703543, "time": 355, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7171174467" }, { "job": 77470350933, "time": 151, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7171205294" }, { "job": 77470350971, "time": 229, "config": "windows-devel", "r": "4.7.0", "check": "WARNING", "artifact": "7171221859" }, { "job": 77470350978, "time": 222, "config": "windows-oldrel", "r": "4.5.3", "check": "WARNING", "artifact": "7171220247" }, { "job": 77470350943, "time": 209, "config": "windows-release", "r": "4.6.0", "check": "WARNING", "artifact": "7171217348" } ], "_buildurl": "https://github.com/r-universe/usdaforestservice/actions/runs/26314194622", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/usdaforestservice/fiesta", "_commit": { "id": "8533f1f582f564f897f83e999197ac14eb2532f5", "author": "tfrescino ", "committer": "tfrescino ", "message": "new function for generating estimates from domain-level data\n", "time": 1779485770 }, "_maintainer": { "name": "Grayson White", "email": "graysonwhite13@gmail.com", "login": "graysonwhite", "orcid": "0000-0003-4993-2792", "description": "Visiting Assistant Professor of Statistics, Reed College", "uuid": 55155384 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.2.0", "role": "Depends" }, { "package": "data.table", "role": "Imports" }, { "package": "DBI", "role": "Imports" }, { "package": "FIESTAutils", "version": ">= 1.3.1.9000", "role": "Imports" }, { "package": "gdalraster", "role": "Imports" }, { "package": "grDevices", "role": "Imports" }, { "package": "graphics", "role": "Imports" }, { "package": "methods", "role": "Imports" }, { "package": "RSQLite", "role": "Imports" }, { "package": "sf", "role": "Imports" }, { "package": "sqldf", "role": "Imports" }, { "package": "utils", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "terra", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" } ], "_owner": "usdaforestservice", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2025-21", "n": 10 }, { "week": "2025-22", "n": 10 }, { "week": "2025-23", "n": 3 }, { "week": "2025-28", "n": 1 }, { "week": "2025-29", "n": 2 }, { "week": "2025-37", "n": 3 }, { "week": "2026-02", "n": 21 }, { "week": "2026-03", "n": 8 }, { "week": "2026-04", "n": 4 }, { "week": "2026-05", "n": 7 }, { "week": "2026-06", "n": 3 }, { "week": "2026-07", "n": 3 }, { "week": "2026-11", "n": 8 }, { "week": "2026-12", "n": 1 }, { "week": "2026-14", "n": 2 }, { "week": "2026-16", "n": 2 }, { "week": "2026-20", "n": 5 }, { "week": "2026-21", "n": 7 } ], "_tags": [], "_stars": 36, "_contributors": [ { "user": "tfrescino", "count": 501, "uuid": 21115187 }, { "user": "graysonwhite", "count": 399, "uuid": 55155384 }, { "user": "joshyam-k", "count": 99, "uuid": 68135138 }, { "user": "aweisusda", "count": 40, "uuid": 147875668 }, { "user": "ctoney", "count": 28, "uuid": 1269984 }, { "user": "chaochungtsai", "count": 7, "uuid": 22780337 }, { "user": "simonpcouch", "count": 1, "uuid": 35748691 } ], "_userbio": { "uuid": 21344804, "type": "organization", "name": "USDA Forest Service", "description": "For updating and hosting new repo or other questions, please contact " }, "_downloads": { "count": 283, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/FIESTA" }, "_devurl": "https://github.com/usdaforestservice/fiesta", "_pkgdown": "https://usdaforestservice.github.io/FIESTA/", "_searchresults": 85, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/FIESTA.html", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_homeurl": "https://github.com/usdaforestservice/fiesta", "_realowner": "usdaforestservice", "_cranurl": true, "_releases": [ { "version": "3.4.0", "date": "2022-05-19" }, { "version": "3.4.1", "date": "2022-06-16" }, { "version": "3.4.2", "date": "2022-08-10" }, { "version": "3.5.0", "date": "2022-12-08" }, { "version": "3.5.1", "date": "2023-01-19" }, { "version": "3.5.2", "date": "2023-04-13" }, { "version": "3.5.3", "date": "2023-05-03" }, { "version": "3.5.4", "date": "2023-05-30" }, { "version": "3.6.0", "date": "2023-11-21" }, { "version": "3.6.1", "date": "2024-01-22" }, { "version": "3.6.2", "date": "2024-02-08" }, { "version": "3.6.3", "date": "2024-05-20" }, { "version": "3.6.4", "date": "2024-06-07" }, { "version": "3.7.0", "date": "2025-02-04" }, { "version": "3.7.1", "date": "2025-03-26" } ], "_exports": [ "database_options", "datBarplot", "datBarStacked", "datExportData", "datFilter", "datFreq", "datLineplot", "datLUTclass", "datLUTnm", "datLUTspp", "datPBplotchg", "datPBpnt2pct", "datPivot", "datPlotcnt", "datSum_options", "datSumCond", "datSumCoverDom", "datSumDWM", "datSumTree", "datSumTreeDom", "datSumTreeGRM", "DBcreateSQLite", "DBgetCSV", "DBgetEvalid", "DBgetPlots", "DBgetSQLite", "DBgetStrata", "DBgetXY", "DBqryCSV", "dbTables", "DBtestPostgreSQL", "DBtestSQLite", "eval_options", "GDT_NAMES", "kindcd3old", "modGBarea", "modGBchng", "modGBdomdat", "modGBdwm", "modGBgrm", "modGBp2veg", "modGBpop", "modGBratio", "modGBtree", "modMAarea", "modMApop", "modMAtree", "modPB", "modPBpop", "modSAarea", "modSApop", "modSAtree", "multest_options", "popFilters", "popTableIDs", "popTables", "ref_codes", "ref_cond", "ref_conversion", "ref_diacl2in", "ref_domain", "ref_estvar", "ref_plt", "ref_popType", "ref_shp", "ref_species", "ref_statecd", "ref_titles", "ref_tree", "ref_units", "savedata_options", "spAlignRast", "spClassifyRast", "spClipPoint", "spClipPoly", "spClipRast", "spExportSpatial", "spExtractPoly", "spExtractRast", "spGetAuxiliary", "spGetEstUnit", "spGetPlots", "spGetSAdoms", "spGetStates", "spGetStrata", "spGetXY", "spImportSpatial", "spMakeSpatial_options", "spMakeSpatialPoints", "spPoly2Rast", "spReprojectRaster", "spReprojectVector", "spUnionPoly", "spZonalRast", "strata_options", "stunitco", "table_options", "tableIDs", "title_options", "unit_options", "xy_options" ], "_datasets": [ { "name": "WYcond", "title": "FIA data. Condition-level data from FIA public database.", "object": "WYcond", "class": [ "data.frame" ], "fields": [ "PLT_CN", "CONDID", "COND_NONSAMPLE_REASN_CD", "CONDPROP_UNADJ", "SUBPPROP_UNADJ", "MICRPROP_UNADJ", "MACRPROP_UNADJ", "OWNCD", "OWNGRPCD", "RESERVCD", "SITECLCD", "STDORGCD", "ADFORCD", "LIVE_CANOPY_CVR_PCT", "COND_STATUS_CD", "NF_COND_STATUS_CD", "FORTYPCD", "STDSZCD", "STDAGE", "GSSTKCD", "DSTRBCD1", "DSTRBYR1", "DSTRBCD2", "DSTRBYR2", "FORTYPGRPCD", "TIMBERCD" ], "rows": 3224, "table": true, "tojson": true }, { "name": "WYp2veg_subp_structure", "title": "FIA data. P2 vegetation structure data from FIA public database.", "object": "WYp2veg_subp_structure", "class": [ "data.frame" ], "fields": [ "PLT_CN", "SUBP", "CONDID", "GROWTH_HABIT_CD", "LAYER", "COVER_PCT" ], "rows": 57200, "table": true, "tojson": true }, { "name": "WYp2veg_subplot_spp", "title": "FIA data. P2 vegetation species data from FIA public database.", "object": "WYp2veg_subplot_spp", "class": [ "data.frame" ], "fields": [ "PLT_CN", "SUBP", "CONDID", "VEG_FLDSPCD", "UNIQUE_SP_NBR", "VEG_SPCD", "GROWTH_HABIT_CD", "LAYER", "COVER_PCT" ], "rows": 8265, "table": true, "tojson": true }, { "name": "WYplt", "title": "FIA data. Plot-level data from FIA public database.", "object": "WYplt", "class": [ "data.frame" ], "fields": [ "CN", "INVYR", "STATECD", "CYCLE", "UNITCD", "COUNTYCD", "PLOT", "LON_PUBLIC", "LAT_PUBLIC", "MEASYEAR", "RDDISTCD", "NF_SAMPLING_STATUS_CD", "PLOT_STATUS_CD", "NF_PLOT_STATUS_CD", "NBRCND", "NBRCNDSAMP", "NBRCNDFOR", "CCLIVEPLT", "FORNONSAMP", "PLOT_ID" ], "rows": 3047, "table": true, "tojson": true }, { "name": "WYpltassgn", "title": "FIA data. Plot assignment data from FIA public database.", "object": "WYpltassgn", "class": [ "data.frame" ], "fields": [ "CN", "ESTN_UNIT", "STRATUMCD", "INVYR", "STATECD", "CYCLE", "UNITCD", "COUNTYCD", "PLOT", "MEASYEAR", "RDDISTCD", "NF_SAMPLING_STATUS_CD", "PLOT_STATUS_CD", "NF_PLOT_STATUS_CD", "NBRCND", "NBRCNDSAMP", "NBRCNDFOR", "CCLIVEPLT", "FORNONSAMP", "PLOT_ID", "dem", "tcc", "tpi", "tnt" ], "rows": 3047, "table": true, "tojson": true }, { "name": "WYseed", "title": "FIA data. Seedling data from FIA public database.", "object": "WYseed", "class": [ "data.frame" ], "fields": [ "PLT_CN", "SUBP", "CONDID", "SPCD", "SPGRPCD", "TPA_UNADJ", "TREECOUNT", "TREECOUNT_CALC", "SEEDCNT6", "SEEDSUBP6" ], "rows": 1607, "table": true, "tojson": true }, { "name": "WYstratalut", "title": "FIA data. Post-stratification data from FIA public database.", "object": "WYstratalut", "class": [ "data.frame" ], "fields": [ "STATECD", "ESTN_UNIT", "STRATUMCD", "STRATUM_DESCR", "P2POINTCNT", "P1POINTCNT", "EVALID" ], "rows": 35, "table": true, "tojson": true }, { "name": "WYsubp_cond", "title": "FIA data. Subplot condition data from FIA public database.", "object": "WYsubp_cond", "class": [ "data.frame" ], "fields": [ "PLT_CN", "SUBP", "CONDID", "MICRCOND_PROP", "SUBPCOND_PROP", "MACRCOND_PROP" ], "rows": 12214, "table": true, "tojson": true }, { "name": "WYsubplot", "title": "FIA data. Subplot data from FIA public database.", "object": "WYsubplot", "class": [ "data.frame" ], "fields": [ "PLT_CN", "SUBP", "SUBP_STATUS_CD", "NF_SUBP_STATUS_CD", "P2VEG_SUBP_STATUS_CD", "INVASIVE_SUBP_STATUS_CD" ], "rows": 12188, "table": true, "tojson": true }, { "name": "WYtree", "title": "FIA data. Tree-level data from FIA public database.", "object": "WYtree", "class": [ "data.frame" ], "fields": [ "PLT_CN", "CONDID", "SUBP", "TREE", "STATUSCD", "SPCD", "SPGRPCD", "DIA", "HT", "TREECLCD", "AGENTCD", "STANDING_DEAD_CD", "VOLCFNET", "VOLCFGRS", "VOLBFNET", "TPA_UNADJ", "DRYBIO_AG", "CARBON_AG", "BA" ], "rows": 18574, "table": true, "tojson": true }, { "name": "WYunitarea", "title": "FIA data. Acres data from FIA public database.", "object": "WYunitarea", "class": [ "data.frame" ], "fields": [ "STATECD", "ESTN_UNIT", "ESTN_UNIT_DESCR", "ACRES" ], "rows": 23, "table": true, "tojson": true }, { "name": "WYunitzonal", "title": "Zonal data. Zonal means for auxiliary data in counties in Wyoming.", "object": "WYunitzonal", "class": [ "data.frame" ], "fields": [ "STATECD", "COUNTYCD", "ESTN_UNIT", "npixels", "dem", "tcc", "tpi", "tnt.1", "tnt.2" ], "rows": 23, "table": true, "tojson": true } ], "_help": [ { "page": "FIESTA-package", "title": "FIESTA - Forest Inventory Estimation for Analysis", "topics": [ "FIESTA-package", "FIESTA" ] }, { "page": "datBarplot", "title": "Data - Generates frequency barplot.", "topics": [ "datBarplot" ] }, { "page": "datBarStacked", "title": "Data - Generates frequency barplot.", "topics": [ "datBarStacked" ] }, { "page": "datFilter", "title": "Data - Filters data table.", "topics": [ "datFilter" ] }, { "page": "datFreq", "title": "Data - Get frequency table for specified variable(s).", "topics": [ "datFreq" ] }, { "page": "datLineplot", "title": "Data - Generates line graph.", "topics": [ "datLineplot" ] }, { "page": "datLUTclass", "title": "Data - Create a variable with classified values.", "topics": [ "datLUTclass" ] }, { "page": "datLUTnm", "title": "Data - Gets variable description or class.", "topics": [ "datLUTnm" ] }, { "page": "datLUTspp", "title": "Data - Gets variable description or class for SPCD.", "topics": [ "datLUTspp" ] }, { "page": "datPBplotchg", "title": "Data - Generates barplot of photo-based change estimates.", "topics": [ "datPBplotchg" ] }, { "page": "datPBpnt2pct", "title": "Data - Transpose point data to plot-level percent by domain.", "topics": [ "datPBpnt2pct" ] }, { "page": "datPivot", "title": "Data - Generates a pivot table.", "topics": [ "datPivot" ] }, { "page": "datPlotcnt", "title": "Database - Get plot counts.", "topics": [ "datPlotcnt" ] }, { "page": "datSumCond", "title": "Data - Aggregates numeric condition data to plot level.", "topics": [ "datSumCond" ] }, { "page": "datSumCoverDom", "title": "Data - Aggregates numeric cover data to the plot or condition-level.", "topics": [ "datSumCoverDom" ] }, { "page": "datSumDWM", "title": "Data - Aggregates numeric cover data to the plot or condition-level.", "topics": [ "datSumDWM" ] }, { "page": "datSumTree", "title": "Data - Aggregates numeric tree data to the plot or condition-level.", "topics": [ "datSumTree" ] }, { "page": "datSumTreeDom", "title": "Data - Aggregates numeric tree data by tree domain (i.e. species) to plot or condition-level.", "topics": [ "datSumTreeDom" ] }, { "page": "datSumTreeGRM", "title": "Data - Aggregates numeric tree data to the plot or condition-level.", "topics": [ "datSumTreeGRM" ] }, { "page": "DBgetCSV", "title": "Database - Extracts data table(s) from FIA DataMart.", "topics": [ "DBgetCSV" ] }, { "page": "DBgetEvalid", "title": "Database - Gets or checks FIA EVALIDs and/or gets inventory years from FIA's online publicly-available DataMart (https://apps.fs.usda.gov/fia/datamart/CSV/datamart_csv.html).", "topics": [ "DBgetEvalid" ] }, { "page": "DBgetPlots", "title": "Database - Extracts inventory plot data from FIA DataMart.", "topics": [ "DBgetPlots" ] }, { "page": "DBgetSQLite", "title": "Database - Queries a SQLite database table.", "topics": [ "DBgetSQLite" ] }, { "page": "DBgetStrata", "title": "Database - Gets stratification information from FIA database.", "topics": [ "DBgetStrata" ] }, { "page": "DBgetXY", "title": "Database - Extracts plot coordinates.", "topics": [ "DBgetXY" ] }, { "page": "DBqryCSV", "title": "Database - Queries FIA Online Database.", "topics": [ "DBqryCSV" ] }, { "page": "dbTables", "title": "List of population tables.", "topics": [ "dbTables" ] }, { "page": "GDT_NAMES", "title": "Reference tables - gdal data types.", "topics": [ "GDT_NAMES" ] }, { "page": "kindcd3old", "title": "Reference table - List of RMRS plots that have fallen out of inventory because they were not found or they were in the wrong place.", "topics": [ "kindcd3old" ] }, { "page": "modGBarea", "title": "Green-Book module - Generate area estimates.", "topics": [ "modGBarea" ] }, { "page": "modGBchng", "title": "Green-Book module - Generate area estimates.", "topics": [ "modGBchng" ] }, { "page": "modGBdomdat", "title": "Generates estimates from domain-level data.", "topics": [ "modGBdomdat" ] }, { "page": "modGBdwm", "title": "Green-Book module - Generate tree estimates.", "topics": [ "modGBdwm" ] }, { "page": "modGBgrm", "title": "Green-Book module - Generate area estimates.", "topics": [ "modGBgrm" ] }, { "page": "modGBp2veg", "title": "Green-Book module - Generate area estimates.", "topics": [ "modGBp2veg" ] }, { "page": "modGBpop", "title": "Green-Book module - Generate population data for GB module.", "topics": [ "modGBpop" ] }, { "page": "modGBratio", "title": "Green-Book module - Generate ratio estimates.", "topics": [ "modGBratio" ] }, { "page": "modGBtree", "title": "Green-Book module - Generate tree estimates.", "topics": [ "modGBtree" ] }, { "page": "modMAarea", "title": "Model-Assisted module - Generate model-assisted area estimates.", "topics": [ "modMAarea" ] }, { "page": "modMApop", "title": "Model-Assisted module - Generate population data for MA module.", "topics": [ "modMApop" ] }, { "page": "modMAtree", "title": "Model-Assisted module - Generate model-assisted tree estimates.", "topics": [ "modMAtree" ] }, { "page": "modPB", "title": "Photo-Based module - Generate photo-based estimates.", "topics": [ "modPB" ] }, { "page": "modPBpop", "title": "Photo-Based module - Generate population data for PB module.", "topics": [ "modPBpop" ] }, { "page": "modSAarea", "title": "Small area module - Generate small area tree estimates.", "topics": [ "modSAarea" ] }, { "page": "modSApop", "title": "Small area module - Compile population data for SA module.", "topics": [ "modSApop" ] }, { "page": "modSAtree", "title": "Small area module - Generate small area tree estimates.", "topics": [ "modSAtree" ] }, { "page": "ref_codes", "title": "Reference tables - Code definitions.", "topics": [ "ref_codes" ] }, { "page": "ref_cond", "title": "Reference table - Metadata for cond default variables output from DBgetPlots()", "topics": [ "ref_cond" ] }, { "page": "ref_conversion", "title": "Reference table - for conversion factors.", "topics": [ "ref_conversion" ] }, { "page": "ref_diacl2in", "title": "Reference table - diameter 2-inch class codes (DIA).", "topics": [ "ref_diacl2in" ] }, { "page": "ref_domain", "title": "Reference table - for generating tables.", "topics": [ "ref_domain" ] }, { "page": "ref_estvar", "title": "Reference table - for generating estimates", "topics": [ "ref_estvar" ] }, { "page": "ref_plt", "title": "Reference table - Metadata for plt default variables output from DBgetPlots()", "topics": [ "ref_plt" ] }, { "page": "ref_popType", "title": "Reference table - popType codes.", "topics": [ "ref_popType" ] }, { "page": "ref_shp", "title": "Reference table - Metadata for shp_* default variables output from DBgetPlots()", "topics": [ "ref_shp" ] }, { "page": "ref_species", "title": "Reference table - Code definitions.", "topics": [ "ref_species" ] }, { "page": "ref_statecd", "title": "Reference table - state codes (STATECD).", "topics": [ "ref_statecd" ] }, { "page": "ref_titles", "title": "Reference table - Variable titles.", "topics": [ "ref_titles" ] }, { "page": "ref_tree", "title": "Reference table - Metadata for tree default variables output from DBgetPlots()", "topics": [ "ref_tree" ] }, { "page": "ref_units", "title": "Reference table - for variable units.", "topics": [ "ref_units" ] }, { "page": "spAlignRast", "title": "Spatial - Aligns a list of raster layer(s) based on a reference raster.", "topics": [ "spAlignRast" ] }, { "page": "spClassifyRast", "title": "Data - Reclass raster.", "topics": [ "spClassifyRast" ] }, { "page": "spClipPoint", "title": "Spatial - Clip (intersect) point vector layer with polygon vector layer.", "topics": [ "spClipPoint" ] }, { "page": "spClipPoly", "title": "Spatial - Clip (intersect) polygon vector layer with polygon vector layer.", "topics": [ "spClipPoly" ] }, { "page": "spClipRast", "title": "Spatial - Subsets a raster to a polygon extent or boundary.", "topics": [ "spClipRast" ] }, { "page": "spExportSpatial", "title": "Spatial - Exports an sf object.", "topics": [ "spExportSpatial" ] }, { "page": "spExtractPoly", "title": "Spatial - Extracts point attribute values from SpatialPolygons layer(s).", "topics": [ "spExtractPoly" ] }, { "page": "spExtractRast", "title": "Spatial - Extracts point attribute values from raster layer(s).", "topics": [ "spExtractRast" ] }, { "page": "spGetAuxiliary", "title": "Spatial wrapper - Extracts and compiles auxiliary data within a specified boundary.", "topics": [ "spGetAuxiliary" ] }, { "page": "spGetEstUnit", "title": "Spatial wrapper - Extracts point attribute values and area from a simple feature or raster estimation unit layer.", "topics": [ "spGetEstUnit" ] }, { "page": "spGetPlots", "title": "Spatial wrapper - Extracts plot data within a given boundary.", "topics": [ "spGetPlots" ] }, { "page": "spGetSAdoms", "title": "Spatial wrapper - Generate a set of model domain units for Small Area Estimation (SAE) strategies.", "topics": [ "spGetSAdoms" ] }, { "page": "spGetStates", "title": "Spatial wrapper - Extracts states that intersect a boundary.", "topics": [ "spGetStates" ] }, { "page": "spGetStrata", "title": "Spatial wrapper - Extracts point attribute values and pixel counts for strata and estimation unit spatial layers.", "topics": [ "spGetStrata" ] }, { "page": "spGetXY", "title": "Spatial wrapper - Extracts XY coordinates within a given boundary.", "topics": [ "spGetXY" ] }, { "page": "spImportSpatial", "title": "Spatial - Imports a spatial vector layer to an S4 Spatial object.", "topics": [ "spImportSpatial" ] }, { "page": "spMakeSpatialPoints", "title": "Spatial - Generates an S4 SpatialPoints object from X/Y coordinates.", "topics": [ "spMakeSpatialPoints" ] }, { "page": "spPoly2Rast", "title": "Spatial - Converts SpatialPolygons layer to raster.", "topics": [ "spPoly2Rast" ] }, { "page": "spReprojectRaster", "title": "Spatial - Reprojects an Esri shapefile (*shp) or S4 Spatial object.", "topics": [ "spReprojectRaster" ] }, { "page": "spReprojectVector", "title": "Spatial - Reprojects an sf spatial object.", "topics": [ "spReprojectVector" ] }, { "page": "spUnionPoly", "title": "Spatial - Generate a unioned sf object with polygons and attributes from two sf polygon objects.", "topics": [ "spUnionPoly" ] }, { "page": "spZonalRast", "title": "Spatial - Extracts summary statistics by polygon (i.e., zone) for a raster.", "topics": [ "spZonalRast" ] }, { "page": "stunitco", "title": "SpatialPolygonsDataFrame with FIA state, unit, county codes and names", "topics": [ "stunitco" ] }, { "page": "WYcond", "title": "FIA data. Condition-level data from FIA public database.", "topics": [ "WYcond" ] }, { "page": "WYp2veg_subp_structure", "title": "FIA data. P2 vegetation structure data from FIA public database.", "topics": [ "WYp2veg_subp_structure" ] }, { "page": "WYp2veg_subplot_spp", "title": "FIA data. P2 vegetation species data from FIA public database.", "topics": [ "WYp2veg_subplot_spp" ] }, { "page": "WYplt", "title": "FIA data. Plot-level data from FIA public database.", "topics": [ "WYplt" ] }, { "page": "WYpltassgn", "title": "FIA data. Plot assignment data from FIA public database.", "topics": [ "WYpltassgn" ] }, { "page": "WYseed", "title": "FIA data. Seedling data from FIA public database.", "topics": [ "WYseed" ] }, { "page": "WYstratalut", "title": "FIA data. Post-stratification data from FIA public database.", "topics": [ "WYstratalut" ] }, { "page": "WYsubp_cond", "title": "FIA data. Subplot condition data from FIA public database.", "topics": [ "WYsubp_cond" ] }, { "page": "WYsubplot", "title": "FIA data. Subplot data from FIA public database.", "topics": [ "WYsubplot" ] }, { "page": "WYtree", "title": "FIA data. Tree-level data from FIA public database.", "topics": [ "WYtree" ] }, { "page": "WYunitarea", "title": "FIA data. Acres data from FIA public database.", "topics": [ "WYunitarea" ] }, { "page": "WYunitzonal", "title": "Zonal data. Zonal means for auxiliary data in counties in Wyoming.", "topics": [ "WYunitzonal" ] } ], "_readme": "https://github.com/usdaforestservice/fiesta/raw/HEAD/README.md", "_rundeps": [ "bit", "bit64", "blob", "boot", "cachem", "chron", "class", "classInt", "cli", "codetools", "cpp11", "data.table", "DBI", "dplyr", "e1071", "ellipsis", "fastmap", "FIESTAutils", "foreach", "gdalraster", "generics", "glmnet", "glue", "gsubfn", "hbsae", "hms", "iterators", "JoSAE", "KernSmooth", "lattice", "lifecycle", "lme4", "lubridate", "magrittr", "mase", "MASS", "Matrix", "memoise", "minqa", "mitools", "nanoarrow", "nlme", "nloptr", "numDeriv", "pillar", "pkgconfig", "proto", "proxy", "purrr", "R6", "rbibutils", "RColorBrewer", "Rcpp", "RcppArmadillo", "RcppEigen", "RcppInt64", "Rdpack", "reformulas", "rlang", "rpms", "RPostgres", "RSQLite", "s2", "sae", "sf", "shape", "sqldf", "stringi", "stringr", "survey", "survival", "terra", "tibble", "tidyr", "tidyselect", "timechange", "units", "utf8", "vctrs", "withr", "wk", "xml2", "yyjsonr" ], "_vignettes": [ { "source": "FIESTA_tutorial_GB.Rmd", "filename": "FIESTA_tutorial_GB.html", "title": "Green-book Estimators", "engine": "knitr::rmarkdown", "headings": [ "Green-Book (GB) module overview", "Objective of tutorial", "GB Examples", "GB Example Data", "Set up", "Get auxiliary data for custom examples", "GB Module", "modGBpop()", "POP1: FIADB POPULATION - Get population data for post-stratified area and tree estimates for Wyoming", "POP2: CUSTOM POPULATION - Get population data for post-stratified area and tree estimates for the Bighorn National Forest", "POP3: CUSTOM SUB-POPULATIONS - Get sub-population data for area and tree estimates for the Bighorn National Forest Districts, using post-stratification", "POP4: FIADB POPULATION - Get population data for area and tree estimates for Rhode Island, using post-stratification, with data stored in a SQLite database", "modGBarea()", "POP1: 1.1 Area of forest land, Wyoming, 2011-2013", "POP1: 1.2 Area by forest type on forest land, Wyoming, 2011-2013", "POP1: 1.3 Area by forest type and stand-size class on forest land, Wyoming, 2011-2013", "POP2: 2.1 Area by forest type and stand-size class, Bighorn National Forest", "POP2: 2.2 Area by forest type group and primary disturbance class, Bighorn National Forest", "POP3: 3.1 Area by forest type group and primary disturbance class, Bighorn National Forest Districts", "POP4: 4.1 Area by forest type group and stand-size class, Rhode Island, 2019", "modGBtree", "POP1: 1.1 Net cubic-foot volume of live trees, Wyoming, 2011-2013", "POP1: 1.2 Net cubic-foot volume of live trees by forest type, Wyoming, 2011-2013", "POP1: 1.3 Net cubic-foot volume of live trees by forest type and stand-size class, Wyoming, 2011-2013", "POP1: 1.4 Number of live trees by species, Wyoming, 2011-2013", "POP1: 1.5 Number of live trees (including seedlings) by species, Wyoming, 2011-2013", "POP1: 1.6 Number of seedlings by species, Wyoming, 2011-2013", "POP2: 2.1 Number of live trees by forest type and species on forest land, Bighorn National Forest", "POP2: 2.2 Net cubic-foot volume of standing dead trees by species and cause of death on forest land, Bighorn National Forest", "Adding diameter classes to population tree data (for modGBtree and modGBratio examples 7-9)", "POP2: 2.3 Number of Live Trees by Species Groups and Diameter Class on forest land, Bighorn National Forest", "POP2: 2.4 Number of Live Trees by Species Groups and a Different Diameter Class on forest land, Bighorn National Forest", "POP2: 2.5 Number of Live Trees (+ seedlings) by Species Groups and a Different Diameter Class on forest land, Bighorn National Forest", "POP3: 3.1 Volume of Dead Trees by Forest Type Group and Primary Disturbance on forest land, Bighorn National Forest Districts", "POP4: 4.1 Net cubic-foot volume of live trees by forest type group and stand-size class, Rhode Island, 2019", "modGBratio", "POP1: 1.1 Net cubic-foot volume per acre of live trees on timberland, Wyoming, 2011-2013", "POP1: 1.2 Net cubic-foot volume per acre of live trees by forest type on timberland, Wyoming, 2011-2013", "POP1: 1.3 Net cubic-foot volume per acre of live trees by forest type and stand-size class on timberland, Wyoming, 2011-2013", "POP2: 2.1 Number of live trees per acre by species, Bighorn National Forest", "POP2: 2.2 Number of live trees (including seedlings) per acre by species, Bighorn National Forest", "POP2: 2.3 Number of live seedlings per acre by species, Bighorn National Forest", "POP2: 2.4 Number of live trees by forest type and species, Bighorn National Forest", "POP2: 2.5 Number of standing dead trees by species and cause of death, Bighorn National Forest", "POP3.1: 3.1 Number of live trees by species group and diameter class (DIACL2IN), Bighorn National Forest", "POP3: 3.2 Number of Live Trees per acre by Species Group and Diameter Class, Bighorn National Forest Districts", "POP1: 1.4 Net cubic-foot volume of live trees (at least 5 inches diameter) divided by net cubic-foot volume of all trees by forest type, Wyoming, 2011-2013", "No strata", "By estimation unit (sumunits = FALSE)", "References" ], "created": "2019-09-11 17:31:22", "modified": "2026-01-07 17:30:31", "commits": 90 }, { "source": "FIESTA_tutorial_MA.Rmd", "filename": "FIESTA_tutorial_MA.html", "title": "Model-Assisted Estimators", "engine": "knitr::rmarkdown", "headings": [ "Model-Assisted (MA) module overview", "Objective of tutorial", "Example data - Wyoming (WY), Inventory Years 2011-2012", "Set up", "Get data for examples", "Examples", "modMApop", "Example 1: Creating our population dataset with modMApop", "modMAarea", "Example 2: Area of forest land, Wyoming, 2011-2013", "Example 3: Area of forest land, Wyoming, 2011-2013, using the Elastic Net for variable selection", "Example 4: Area by forest type on forest land, Wyoming, 2011-2013", "Example 5: Area by forest type and stand-size class on forest land, Wyoming, 2011-2013", "modMAtree", "Example 6: Net cubic-foot volume of live trees, Wyoming, 2011-2013", "Example 7: Net cubic-foot volume of live trees, Wyoming, 2011-2013, using the Elastic Net for variable selection", "Example 8: Net cubic-foot volume of live trees by forest type, Wyoming, 2011-2013", "Example 9: Net cubic-foot volume of live trees by forest type and stand-size class, Wyoming, 2011-2013", "Example 10: Number of live trees (plus seedlings) by species, Wyoming, 2011-2013" ], "created": "2019-09-11 17:31:22", "modified": "2026-01-07 17:30:31", "commits": 38 }, { "source": "FIESTA_tutorial_PB.Rmd", "filename": "FIESTA_tutorial_PB.html", "title": "Photo-Based Estimators", "engine": "knitr::rmarkdown", "headings": [ "Photo-based (PB) module overview", "Objective of tutorial", "Output values from FIESTA Photo-Based module", "Raw Data Used for Producing Estimates (If rawdata = TRUE)", "Processing data (If rawdata = TRUE)", "PB Functions and Examples", "Example data - Utah, Davis and Salt Lake counties (ut1135), Time interval 2011-2014", "Set up", "Get data for examples", "PB Module", "modPBpop()", "Population Example 1: Population Data for estimation of percent of land cover at Time 1 (2011)", "Population Example 2: Population data for estimation of area of land cover at Time 1 (2011)", "Population Example 3: Population data for estimation by estimation unit", "Population Example 4: Population data setup for plot-level data, with percent by domain as separate columns", "Population Example 5: Population data with post-stratification for transition estimates", "modPB", "Example 1: Point-level data - Totals", "Example 2: Point-level data - Totals - Time 1", "Example 3: Point-level data - Totals - Time 2", "Example 4: EPoint-level data - Totals - Agent of Change", "Example 5: Point-level data - Totals - Agent of Change - Filters", "Example 6: Point-level data - By Estimation Unit", "Example 7: Point-level transition data (T1 Cover - T2 Cover)", "Example 8: Ratio to means estimates", "Example 9: Plot-level Data, with percent by domain as separate columns", "Example 10: Point-level transition data (T1 Cover - T2 Cover) - Post-Stratification", "References" ], "created": "2019-09-11 17:31:22", "modified": "2026-01-07 17:30:31", "commits": 28 }, { "source": "FIESTA_tutorial_SA.Rmd", "filename": "FIESTA_tutorial_SA.html", "title": "Small Area Estimators", "engine": "knitr::rmarkdown", "headings": [ "Small Area (SA) module overview", "Objective of tutorial", "Example data - Wyoming (WY), Inventory Years 2011-2012", "Set up", "Get data for examples", "Examples", "modSApop", "Example 1: Creating our population dataset with modMApop", "modSAarea", "Example 2: Area of forest land, unit-level EBLUP", "Example 3: Area of forest land, area-level EBLUP", "Example 4: Area of forest land, hierarchical Bayesian models", "Example 5: Ara of forest land, hierarchical Bayesian models, changing prior distribution", "Example 6: Area of forest land, with model variable selection, JoSAE unit level EBLUP", "modSAtree", "Example 7: Total net cubic-foot volume of live trees (at least 5 inches diameter)", "Example 8: Total net cubic-foot volume of live trees (at least 5 inches diameter), using model selection", "Example 9: Above Ground Dry Biomass of live trees on forest land (at least 5 inches diameter), unit EBLUP from JoSAE", "Example 10: Above Ground Dry Biomass of live trees on forest land (at least 5 inches diameter), area EBLUP from sae", "References" ], "created": "2019-09-11 17:31:22", "modified": "2026-01-07 17:30:31", "commits": 48 } ], "_score": 8.820175177632512, "_indexed": true, "_nocasepkg": "fiesta", "_universes": [ "usdaforestservice", "graysonwhite" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "3.7.1.9120", "date": "2026-05-22T22:12:33.000Z", "distro": "noble", "commit": "8533f1f582f564f897f83e999197ac14eb2532f5", "fileid": "da4adde75b228a1b77a24e96d72606d54eb9d73fc4fcfdece30d12fb6d5f01e1", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/usdaforestservice/actions/runs/26314194622" }, { "r": "4.6.0", "os": "linux", "version": "3.7.1.9120", "date": "2026-05-22T22:12:46.000Z", "distro": "noble", "commit": "8533f1f582f564f897f83e999197ac14eb2532f5", "fileid": "c8edec092a463d9931106d9ca2c633cb35abe7edcfd3a4847ad931d4713ad475", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/usdaforestservice/actions/runs/26314194622" }, { "r": "4.5.3", "os": "mac", "version": "3.7.1.9120", "date": "2026-05-22T22:12:00.000Z", "commit": "8533f1f582f564f897f83e999197ac14eb2532f5", "fileid": "63665c5231e06cca7781769d34863f85fce39bb8822ec4a6e6ae6c5e52333222", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/usdaforestservice/actions/runs/26314194622" }, { "r": "4.6.0", "os": "mac", "version": "3.7.1.9120", "date": "2026-05-22T22:11:27.000Z", "commit": "8533f1f582f564f897f83e999197ac14eb2532f5", "fileid": "ffea72cbf3e3ee9dd55d2fc2e0beef743844bf1ec503b110ece5c9ebf828426c", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/usdaforestservice/actions/runs/26314194622" }, { "r": "4.6.0", "os": "wasm", "version": "3.7.1.9120", "date": "2026-05-22T22:12:48.000Z", "commit": "8533f1f582f564f897f83e999197ac14eb2532f5", "fileid": "1596349d9d73e655ff7fae8487c57c7aff27e3af9942e9333cd79370c9ca50d7", "status": "success", "buildurl": "https://github.com/r-universe/usdaforestservice/actions/runs/26314194622" }, { "r": "4.7.0", "os": "win", "version": "3.7.1.9120", "date": "2026-05-22T22:12:10.000Z", "commit": "8533f1f582f564f897f83e999197ac14eb2532f5", "fileid": "3ea0c81988685b3c17b6765ebbd5dd2a340bde85b905cecaa06471ec5d393dfa", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/usdaforestservice/actions/runs/26314194622" }, { "r": "4.5.3", "os": "win", "version": "3.7.1.9120", "date": "2026-05-22T22:11:38.000Z", "commit": "8533f1f582f564f897f83e999197ac14eb2532f5", "fileid": "050bfce23d7bca6b9537acb26413e468abceb93cdef6fa27f71a3fcb7636500a", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/usdaforestservice/actions/runs/26314194622" }, { "r": "4.6.0", "os": "win", "version": "3.7.1.9120", "date": "2026-05-22T22:11:26.000Z", "commit": "8533f1f582f564f897f83e999197ac14eb2532f5", "fileid": "f5b5dd4df25c5df776963edbe5aaf3133709926cc795b2c5b9179d8bd0d67188", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/usdaforestservice/actions/runs/26314194622" } ] }