Spatial and temporal queries for FIADB
clipFIA.RdPerforms space-time queries on Forest Inventory and Analysis Database (FIADB). Subset database to include only data associated with particular inventory years (i.e., most recent), and/or only data within a user-defined region.
Usage
clipFIA(db, mostRecent = TRUE, mask = NULL, matchEval = FALSE,
evalid = NULL, designCD = NULL, nCores = 1)Arguments
- db
FIA.DatabaseorRemote.FIA.Databaseobject produced fromreadFIAorgetFIA. If aRemote.FIA.Database, data will be read in and processed state-by-state to conserve RAM (see details for an example).- mostRecent
logical; if TRUE, returns only data for most recent inventory.
- mask
sp or sf Polygon/MultiPolgyon object; defines the boundaries of spatial intersection with FIA tables.
- matchEval
logical; if TRUE, returns subset of data for which there are matching reporting years across states. Only useful if db contains mulitple state subsets of the FIA database.
- evalid
character; unique value which identifies an inventory year and inventory type for a state. If you would like to subset data for an inventory year other than the most recent, use
findEVALIDto look locate this value (see Examples below).- designCD
character vector; plot designs to include. Default includes standard national plot design with other similar sampling designs. See FIA Database User Guide Appendix 1 for descriptions of plot designs (see References).
- nCores
numeric; number of cores to use for parallel implementation. Check available cores using
detectCores. Default = 1, serial processing.
Details
Not required to run other rFIA functions, but may help conserve free memory and reduce processing time if user is interested in producing estimates for a specific inventory year or within a region not explicitly described in the database (w/in user defined polygons).
Spatial intersections do not adhere strictly to absolute plot locations, all plots which fall within an estimation unit (often a county) which intersects with a user defined region will be returned. The plots which fall slightly outside of the region do NOT bias estimates (removed from computations), but as FIA often employs stratified random sampling estimators, all plots within intersecting estimation units must be present to proudce unbiased variance estimates.
If specifying spatio-temporal intersections on a "Remote.FIA.Database", evaluation will occur state-by-state once called by an estimator function.
References
FIA Database User Guide: https://research.fs.usda.gov/understory/forest-inventory-and-analysis-database-user-guide-nfi
Examples
## Load data from rFIA package
data(fiaRI)
## Most recent inventory
clipFIA(fiaRI, mostRecent = TRUE)
#> ---- FIA Database Object -----
#> Reporting Years: 2018
#> States: RHODE ISLAND
#> Total Plots: 225
#> Memory Used: 13.8 Mb
#> Tables: COND_DWM_CALC COND INVASIVE_SUBPLOT_SPP P2VEG_SUBP_STRUCTURE PLOT POP_ESTN_UNIT POP_EVAL_GRP POP_EVAL_TYP POP_EVAL POP_PLOT_STRATUM_ASSGN POP_STRATUM SEEDLING SUBP_COND_CHNG_MTRX SUBP_COND SUBPLOT SURVEY TREE_GRM_BEGIN TREE_GRM_COMPONENT TREE_GRM_MIDPT TREE mostRecent
#>
#> $COND_DWM_CALC
#> # A tibble: 107 × 104
#> CN STATECD COUNTYCD PLOT MEASYEAR INVYR CONDID EVALID PLT_CN CND_CN
#> <dbl> <int> <int> <dbl> <int> <int> <int> <int> <dbl> <dbl>
#> 1 1.76e15 44 9 239 2012 2012 1 441507 2.47e14 1.95e14
#> 2 1.76e15 44 9 239 2012 2012 1 441607 2.47e14 1.95e14
#> 3 1.76e15 44 9 239 2012 2012 1 441707 2.47e14 1.95e14
#> 4 1.76e15 44 9 239 2012 2012 1 441807 2.47e14 1.95e14
#> 5 1.76e15 44 5 344 2013 2013 1 441507 1.45e13 2.52e14
#> 6 1.76e15 44 5 344 2013 2013 1 441607 1.45e13 2.52e14
#> 7 1.76e15 44 5 344 2013 2013 1 441707 1.45e13 2.52e14
#> 8 1.76e15 44 5 344 2013 2013 1 441807 1.45e13 2.52e14
#> 9 1.76e15 44 5 344 2013 2013 1 441907 1.45e13 2.52e14
#> 10 1.76e15 44 7 42 2013 2013 1 441507 1.45e13 2.52e14
#> # ℹ 97 more rows
#> # ℹ 94 more variables: STRATUM_CN <dbl>, PHASE <lgl>, CONDPROP_CWD <dbl>,
#> # CONDPROP_FWD_SM <dbl>, CONDPROP_FWD_MD <dbl>, CONDPROP_FWD_LG <dbl>,
#> # CONDPROP_DUFF <dbl>, CWD_TL_COND <dbl>, CWD_TL_UNADJ <dbl>,
#> # CWD_TL_ADJ <dbl>, CWD_LPA_COND <dbl>, CWD_LPA_UNADJ <dbl>,
#> # CWD_LPA_ADJ <dbl>, CWD_VOLCF_COND <dbl>, CWD_VOLCF_UNADJ <dbl>,
#> # CWD_VOLCF_ADJ <dbl>, CWD_DRYBIO_COND <dbl>, CWD_DRYBIO_UNADJ <dbl>, …
#>
#> $COND
#> # A tibble: 668 × 154
#> CN PLT_CN INVYR STATECD UNITCD COUNTYCD PLOT CONDID COND_STATUS_CD
#> <dbl> <dbl> <int> <int> <int> <int> <int> <int> <int>
#> 1 1.64e14 1.23e14 2007 44 1 3 158 1 2
#> 2 1.64e14 1.23e14 2007 44 1 3 158 2 1
#> 3 1.64e14 1.23e14 2007 44 1 3 184 1 2
#> 4 1.64e14 1.23e14 2007 44 1 3 184 2 1
#> 5 1.64e14 1.23e14 2007 44 1 3 327 1 4
#> 6 1.64e14 1.23e14 2007 44 1 5 349 1 4
#> 7 1.64e14 1.23e14 2007 44 1 7 2 1 2
#> 8 1.64e14 1.23e14 2007 44 1 7 82 1 5
#> 9 1.64e14 1.23e14 2007 44 1 7 126 1 1
#> 10 1.64e14 1.23e14 2007 44 1 7 126 2 2
#> # ℹ 658 more rows
#> # ℹ 145 more variables: COND_NONSAMPLE_REASN_CD <int>, RESERVCD <int>,
#> # OWNCD <int>, OWNGRPCD <int>, ADFORCD <lgl>, FORTYPCD <int>, FLDTYPCD <int>,
#> # MAPDEN <int>, STDAGE <int>, STDSZCD <int>, FLDSZCD <int>, SITECLCD <int>,
#> # SICOND <int>, SIBASE <int>, SISP <int>, STDORGCD <int>, STDORGSP <int>,
#> # PROP_BASIS <chr>, CONDPROP_UNADJ <dbl>, MICRPROP_UNADJ <dbl>,
#> # SUBPPROP_UNADJ <dbl>, MACRPROP_UNADJ <lgl>, SLOPE <int>, ASPECT <int>, …
#>
#> $INVASIVE_SUBPLOT_SPP
#> # A tibble: 16 × 15
#> CN PLT_CN INVYR STATECD UNITCD COUNTYCD PLOT SUBP CONDID VEG_FLDSPCD
#> <dbl> <dbl> <int> <int> <int> <int> <dbl> <dbl> <int> <chr>
#> 1 2.52e14 1.45e13 2013 44 1 7 169 1 1 CEOR7
#> 2 2.52e14 1.45e13 2013 44 1 7 169 1 1 FRAL4
#> 3 2.52e14 1.45e13 2013 44 1 7 169 2 1 FRAL4
#> 4 2.52e14 1.45e13 2013 44 1 7 169 4 1 FRAL4
#> 5 2.52e14 1.45e13 2013 44 1 7 169 1 1 ROMU
#> 6 3.07e14 1.68e14 2014 44 1 7 254 1 1 CEOR7
#> 7 3.07e14 1.68e14 2014 44 1 7 254 3 1 CEOR7
#> 8 3.07e14 1.68e14 2014 44 1 7 254 4 1 CEOR7
#> 9 3.07e14 1.68e14 2014 44 1 7 254 3 1 POCU6
#> 10 3.07e14 1.68e14 2014 44 1 7 254 4 1 RHCA3
#> 11 3.68e14 1.68e14 2015 44 1 7 113 1 1 BETH
#> 12 3.68e14 1.68e14 2015 44 1 7 113 1 1 ROMU
#> 13 5.31e14 3.74e14 2017 44 1 5 102 1 2 BETH
#> 14 5.31e14 3.74e14 2017 44 1 5 102 1 2 CEOR7
#> 15 5.31e14 3.74e14 2017 44 1 5 102 1 2 ROMU
#> 16 5.31e14 3.74e14 2017 44 1 5 102 3 2 ROMU
#> # ℹ 5 more variables: UNIQUE_SP_NBR <int>, VEG_SPCD <chr>, COVER_PCT <int>,
#> # CYCLE <int>, SUBCYCLE <int>
#>
#> $P2VEG_SUBP_STRUCTURE
#> # A tibble: 575 × 14
#> CN PLT_CN STATECD UNITCD COUNTYCD PLOT INVYR SUBP CONDID
#> <dbl> <dbl> <int> <int> <int> <dbl> <int> <dbl> <int>
#> 1 2.52e14 1.45e13 44 1 7 169 2013 1 1
#> 2 2.52e14 1.45e13 44 1 7 169 2013 1 1
#> 3 2.52e14 1.45e13 44 1 7 169 2013 1 1
#> 4 2.52e14 1.45e13 44 1 7 169 2013 1 1
#> 5 2.52e14 1.45e13 44 1 7 169 2013 1 1
#> 6 2.52e14 1.45e13 44 1 7 169 2013 1 1
#> 7 2.52e14 1.45e13 44 1 7 169 2013 1 1
#> 8 2.52e14 1.45e13 44 1 7 169 2013 1 1
#> 9 2.52e14 1.45e13 44 1 7 169 2013 1 1
#> 10 2.52e14 1.45e13 44 1 7 169 2013 1 1
#> # ℹ 565 more rows
#> # ℹ 5 more variables: GROWTH_HABIT_CD <chr>, LAYER <int>, COVER_PCT <int>,
#> # CYCLE <int>, SUBCYCLE <int>
#>
#> $PLOT
#> # A tibble: 520 × 64
#> CN SRV_CN CTY_CN PREV_PLT_CN INVYR STATECD UNITCD COUNTYCD PLOT
#> <dbl> <dbl> <dbl> <dbl> <int> <int> <int> <int> <int>
#> 1 2.47e14 2.47e14 1320610010538 1.23e14 2012 44 1 3 158
#> 2 2.47e14 2.47e14 1320610010538 1.23e14 2012 44 1 3 184
#> 3 2.47e14 2.47e14 1320610010538 1.23e14 2012 44 1 3 327
#> 4 2.47e14 2.47e14 1320611010538 1.23e14 2012 44 1 5 349
#> 5 2.47e14 2.47e14 1320612010538 1.23e14 2012 44 1 7 2
#> 6 2.47e14 2.47e14 1320612010538 1.23e14 2012 44 1 7 82
#> 7 2.47e14 2.47e14 1320612010538 1.23e14 2012 44 1 7 126
#> 8 2.47e14 2.47e14 1320612010538 1.23e14 2012 44 1 7 177
#> 9 2.47e14 2.47e14 1320612010538 1.23e14 2012 44 1 7 214
#> 10 2.47e14 2.47e14 1320612010538 1.23e14 2012 44 1 7 246
#> # ℹ 510 more rows
#> # ℹ 55 more variables: PLOT_STATUS_CD <int>, PLOT_NONSAMPLE_REASN_CD <int>,
#> # MEASYEAR <int>, MEASMON <int>, MEASDAY <int>, REMPER <dbl>, KINDCD <int>,
#> # DESIGNCD <int>, RDDISTCD <int>, WATERCD <int>, LAT <dbl>, LON <dbl>,
#> # ELEV <int>, GROW_TYP_CD <int>, MORT_TYP_CD <int>, P2PANEL <int>,
#> # P3PANEL <int>, MANUAL <dbl>, KINDCD_NC <lgl>, QA_STATUS <int>,
#> # MICROPLOT_LOC <chr>, DECLINATION <lgl>, SAMP_METHOD_CD <int>, …
#>
#> $POP_ESTN_UNIT
#> # A tibble: 19 × 13
#> CN EVAL_CN RSCD EVALID ESTN_UNIT ESTN_UNIT_DESCR STATECD AREALAND_EU
#> <dbl> <dbl> <int> <int> <int> <chr> <int> <dbl>
#> 1 6.68e14 6.68e14 24 441800 1 Inland Census Wat… 44 NA
#> 2 6.68e14 6.68e14 24 441800 2 Private Unit 1 44 NA
#> 3 6.68e14 6.68e14 24 441800 3 Public Unit 1 44 NA
#> 4 6.68e14 6.68e14 24 441801 1 Inland Census Wat… 44 NA
#> 5 6.68e14 6.68e14 24 441801 2 Private Unit 1 44 NA
#> 6 6.68e14 6.68e14 24 441801 3 Public Unit 1 44 NA
#> 7 6.68e14 6.68e14 24 441803 1 Inland Census Wat… 44 NA
#> 8 6.68e14 6.68e14 24 441803 2 Private Unit 1 44 NA
#> 9 6.68e14 6.68e14 24 441803 3 Public Unit 1 44 NA
#> 10 6.68e14 6.68e14 24 441807 1 Inland Census Wat… 44 NA
#> 11 6.68e14 6.68e14 24 441807 2 Public Private St… 44 NA
#> 12 6.68e14 6.68e14 24 441812 1 Inland Census Wat… 44 NA
#> 13 6.68e14 6.68e14 24 441812 2 Public Private St… 44 NA
#> 14 8.10e14 8.10e14 24 441808 1 Inland Census Wat… 44 NA
#> 15 8.10e14 8.10e14 24 441808 2 Public Private St… 44 NA
#> 16 6.94e14 6.94e14 24 441810 1 Inland Census Wat… 44 NA
#> 17 6.94e14 6.94e14 24 441810 2 Public Private St… 44 NA
#> 18 6.94e14 6.94e14 24 441809 1 Inland Census Wat… 44 NA
#> 19 6.94e14 6.94e14 24 441809 2 Public Private St… 44 NA
#> # ℹ 5 more variables: AREATOT_EU <dbl>, AREA_USED <dbl>, AREA_SOURCE <chr>,
#> # P1PNTCNT_EU <int>, P1SOURCE <chr>
#>
#> $POP_EVAL_GRP
#> # A tibble: 1 × 6
#> CN RSCD EVAL_GRP EVAL_GRP_DESCR STATECD NOTES
#> <dbl> <int> <int> <chr> <int> <chr>
#> 1 6.68e14 24 442018 RHODE ISLAND 2018: ALL AREA, CURRENT ARE… 44 RI: …
#>
#> $POP_EVAL_TYP
#> # A tibble: 12 × 4
#> CN EVAL_GRP_CN EVAL_CN EVAL_TYP
#> <dbl> <dbl> <dbl> <chr>
#> 1 6.68e14 6.68e14 6.68e14 EXPALL
#> 2 6.68e14 6.68e14 6.68e14 EXPCURR
#> 3 6.68e14 6.68e14 6.68e14 EXPVOL
#> 4 6.68e14 6.68e14 6.68e14 EXPCHNG
#> 5 6.68e14 6.68e14 6.68e14 EXPGROW
#> 6 6.68e14 6.68e14 6.68e14 EXPMORT
#> 7 6.68e14 6.68e14 6.68e14 EXPREMV
#> 8 6.68e14 6.68e14 6.68e14 EXPDWM
#> 9 6.68e14 6.68e14 6.68e14 EXPCRWN
#> 10 8.10e14 6.68e14 8.10e14 EXPREGEN
#> 11 6.94e14 6.68e14 6.94e14 EXPP2VEG
#> 12 6.94e14 6.68e14 6.94e14 EXPINV
#>
#> $POP_EVAL
#> # A tibble: 8 × 15
#> CN EVAL_GRP_CN RSCD EVALID EVAL_DESCR STATECD LOCATION_NM REPORT_YEAR_NM
#> <dbl> <dbl> <int> <int> <chr> <int> <chr> <chr>
#> 1 6.68e14 6.68e14 24 441800 RHODE ISL… 44 Rhode Isla… 2012;2013;201…
#> 2 6.68e14 6.68e14 24 441801 RHODE ISL… 44 Rhode Isla… 2012;2013;201…
#> 3 6.68e14 6.68e14 24 441803 RHODE ISL… 44 Rhode Isla… 2012;2013;201…
#> 4 6.68e14 6.68e14 24 441807 RHODE ISL… 44 Rhode Isla… 2012;2013;201…
#> 5 6.68e14 6.68e14 24 441812 RHODE ISL… 44 Rhode Isla… 2012;2013;201…
#> 6 8.10e14 6.68e14 24 441808 RHODE ISL… 44 Rhode Isla… 2012;2013;201…
#> 7 6.94e14 6.68e14 24 441810 RHODE ISL… 44 Rhode Isla… 2012;2013;201…
#> 8 6.94e14 6.68e14 24 441809 RHODE ISL… 44 Rhode Isla… 2012;2013;201…
#> # ℹ 7 more variables: START_INVYR <int>, END_INVYR <dbl>, LAND_ONLY <chr>,
#> # TIMBERLAND_ONLY <chr>, GROWTH_ACCT <chr>, ESTN_METHOD <chr>, NOTES <lgl>
#>
#> $POP_PLOT_STRATUM_ASSGN
#> # A tibble: 769 × 12
#> CN STRATUM_CN PLT_CN STATECD INVYR UNITCD COUNTYCD PLOT RSCD EVALID
#> <chr> <dbl> <dbl> <int> <int> <int> <int> <int> <int> <int>
#> 1 66810717… 6.68e14 4.46e14 44 2018 1 1 91 24 441800
#> 2 66810709… 6.68e14 1.68e14 44 2014 1 1 155 24 441800
#> 3 66810717… 6.68e14 1.45e13 44 2013 1 1 228 24 441800
#> 4 66810708… 6.68e14 3.05e14 44 2016 1 1 253 24 441800
#> 5 66810704… 6.68e14 4.46e14 44 2018 1 1 277 24 441800
#> 6 66810718… 6.68e14 1.68e14 44 2014 1 1 326 24 441800
#> 7 66810713… 6.68e14 3.05e14 44 2016 1 1 332 24 441800
#> 8 66810715… 6.68e14 3.74e14 44 2017 1 1 333 24 441800
#> 9 66810702… 6.68e14 1.45e13 44 2013 1 1 356 24 441800
#> 10 66810714… 6.68e14 4.46e14 44 2018 1 1 9233 24 441800
#> # ℹ 759 more rows
#> # ℹ 2 more variables: ESTN_UNIT <int>, STRATUMCD <int>
#>
#> $POP_STRATUM
#> # A tibble: 31 × 24
#> CN ESTN_UNIT_CN RSCD EVALID ESTN_UNIT STRATUMCD STRATUM_DESCR STATECD
#> <dbl> <dbl> <int> <int> <int> <int> <chr> <int>
#> 1 6.68e14 6.68e14 24 441800 2 2 Canopy cover 6… 44
#> 2 6.68e14 6.68e14 24 441800 2 3 Canopy cover 5… 44
#> 3 6.68e14 6.68e14 24 441800 2 4 Canopy cover 6… 44
#> 4 6.68e14 6.68e14 24 441800 2 5 Canopy cover 8… 44
#> 5 6.68e14 6.68e14 24 441800 3 12345 Canopy cover 0… 44
#> 6 6.68e14 6.68e14 24 441801 1 12345 Canopy cover 0… 44
#> 7 6.68e14 6.68e14 24 441801 2 1 Canopy cover 0… 44
#> 8 6.68e14 6.68e14 24 441801 2 2 Canopy cover 6… 44
#> 9 6.68e14 6.68e14 24 441801 2 3 Canopy cover 5… 44
#> 10 6.68e14 6.68e14 24 441801 2 4 Canopy cover 6… 44
#> # ℹ 21 more rows
#> # ℹ 16 more variables: P1POINTCNT <int>, P2POINTCNT <int>, EXPNS <dbl>,
#> # ADJ_FACTOR_MACR <dbl>, ADJ_FACTOR_SUBP <dbl>, ADJ_FACTOR_MICR <dbl>,
#> # ADJ_FACTOR_CWD <dbl>, ADJ_FACTOR_FWD_SM <dbl>, ADJ_FACTOR_FWD_LG <dbl>,
#> # ADJ_FACTOR_DUFF <dbl>, ADJ_FACTOR_PILE <dbl>, ADJ_FACTOR_REGEN_MICR <dbl>,
#> # ADJ_FACTOR_INV_SUBP <dbl>, ADJ_FACTOR_P2VEG_SUBP <dbl>,
#> # ADJ_FACTOR_GRNDLYR_MICROQUAD <lgl>, ADJ_FACTOR_SOIL <lgl>
#>
#> $SEEDLING
#> # A tibble: 262 × 26
#> CN PLT_CN INVYR STATECD UNITCD COUNTYCD PLOT SUBP CONDID SPCD
#> <dbl> <dbl> <int> <int> <int> <int> <int> <int> <int> <dbl>
#> 1 1.95e14 2.47e14 2012 44 1 7 126 1 1 129
#> 2 1.95e14 2.47e14 2012 44 1 7 126 1 1 372
#> 3 1.95e14 2.47e14 2012 44 1 7 126 3 1 129
#> 4 1.95e14 2.47e14 2012 44 1 7 177 3 2 806
#> 5 1.95e14 2.47e14 2012 44 1 7 177 3 2 407
#> 6 1.95e14 2.47e14 2012 44 1 7 177 3 2 421
#> 7 1.95e14 2.47e14 2012 44 1 7 177 3 2 931
#> 8 1.95e14 2.47e14 2012 44 1 7 341 2 1 129
#> 9 2.52e14 1.45e13 2013 44 1 1 228 1 1 316
#> 10 2.52e14 1.45e13 2013 44 1 1 228 1 1 693
#> # ℹ 252 more rows
#> # ℹ 16 more variables: SPGRPCD <int>, STOCKING <dbl>, TREECOUNT <int>,
#> # TOTAGE <lgl>, TREECOUNT_CALC <dbl>, TPA_UNADJ <dbl>, CYCLE <int>,
#> # SUBCYCLE <int>, DAMAGE_AGENT_CD1_SRS <lgl>,
#> # PCT_AFFECTED_DAMAGE_AGENT1_SRS <lgl>, DAMAGE_AGENT_CD2_SRS <lgl>,
#> # PCT_AFFECTED_DAMAGE_AGENT2_SRS <lgl>, DAMAGE_AGENT_CD3_SRS <lgl>,
#> # PCT_AFFECTED_DAMAGE_AGENT3_SRS <lgl>, AGECD_RMRS <lgl>, …
#>
#> $SUBP_COND_CHNG_MTRX
#> # A tibble: 1,899 × 9
#> CN STATECD SUBP SUBPTYP PLT_CN CONDID PREV_PLT_CN PREVCOND
#> <dbl> <int> <int> <int> <dbl> <int> <dbl> <int>
#> 1 1.76e15 44 4 1 1.68e14 1 1.45e14 2
#> 2 1.76e15 44 1 2 1.68e14 1 1.45e14 1
#> 3 1.76e15 44 1 2 1.68e14 1 1.45e14 2
#> 4 1.76e15 44 2 2 1.68e14 1 1.45e14 3
#> 5 1.76e15 44 3 2 1.68e14 1 1.45e14 2
#> 6 1.76e15 44 4 2 1.68e14 1 1.45e14 1
#> 7 1.76e15 44 1 1 1.68e14 1 1.45e14 1
#> 8 1.76e15 44 1 1 1.68e14 2 1.45e14 2
#> 9 1.76e15 44 2 1 1.68e14 1 1.45e14 1
#> 10 1.76e15 44 3 1 1.68e14 1 1.45e14 1
#> # ℹ 1,889 more rows
#> # ℹ 1 more variable: SUBPTYP_PROP_CHNG <dbl>
#>
#> $SUBP_COND
#> # A tibble: 1,088 × 16
#> CN PLT_CN INVYR STATECD UNITCD COUNTYCD PLOT SUBP CONDID
#> <dbl> <dbl> <int> <int> <int> <int> <int> <int> <int>
#> 1 1.95e14 2.47e14 2012 44 1 3 158 1 1
#> 2 1.95e14 2.47e14 2012 44 1 3 158 2 1
#> 3 1.95e14 2.47e14 2012 44 1 3 158 3 1
#> 4 1.95e14 2.47e14 2012 44 1 3 158 4 1
#> 5 1.95e14 2.47e14 2012 44 1 3 184 1 1
#> 6 1.95e14 2.47e14 2012 44 1 3 184 2 1
#> 7 1.95e14 2.47e14 2012 44 1 3 184 3 1
#> 8 1.95e14 2.47e14 2012 44 1 3 184 4 1
#> 9 1.95e14 2.47e14 2012 44 1 3 327 1 1
#> 10 1.95e14 2.47e14 2012 44 1 3 327 2 1
#> # ℹ 1,078 more rows
#> # ℹ 7 more variables: MICRCOND_PROP <dbl>, SUBPCOND_PROP <dbl>,
#> # MACRCOND_PROP <lgl>, NONFR_INCL_PCT_SUBP <lgl>, NONFR_INCL_PCT_MACRO <lgl>,
#> # CYCLE <int>, SUBCYCLE <int>
#>
#> $SUBPLOT
#> # A tibble: 1,048 × 46
#> CN PLT_CN PREV_SBP_CN INVYR STATECD UNITCD COUNTYCD PLOT SUBP
#> <dbl> <dbl> <lgl> <int> <int> <int> <int> <int> <int>
#> 1 1.95e14 2.47e14 NA 2012 44 1 3 158 1
#> 2 1.95e14 2.47e14 NA 2012 44 1 3 158 2
#> 3 1.95e14 2.47e14 NA 2012 44 1 3 158 3
#> 4 1.95e14 2.47e14 NA 2012 44 1 3 158 4
#> 5 1.95e14 2.47e14 NA 2012 44 1 3 184 1
#> 6 1.95e14 2.47e14 NA 2012 44 1 3 184 2
#> 7 1.95e14 2.47e14 NA 2012 44 1 3 184 3
#> 8 1.95e14 2.47e14 NA 2012 44 1 3 184 4
#> 9 1.95e14 2.47e14 NA 2012 44 1 3 327 1
#> 10 1.95e14 2.47e14 NA 2012 44 1 3 327 2
#> # ℹ 1,038 more rows
#> # ℹ 37 more variables: SUBP_STATUS_CD <int>, POINT_NONSAMPLE_REASN_CD <int>,
#> # MICRCOND <int>, SUBPCOND <int>, MACRCOND <lgl>, CONDLIST <int>,
#> # SLOPE <int>, ASPECT <int>, WATERDEP <dbl>, P2A_GRM_FLG <chr>, CYCLE <int>,
#> # SUBCYCLE <int>, ROOT_DIS_SEV_CD_PNWRS <lgl>, NF_SUBP_STATUS_CD <lgl>,
#> # NF_SUBP_NONSAMPLE_REASN_CD <lgl>, P2VEG_SUBP_STATUS_CD <int>,
#> # P2VEG_SUBP_NONSAMPLE_REASN_CD <int>, INVASIVE_SUBP_STATUS_CD <int>, …
#>
#> $SURVEY
#> # A tibble: 40 × 12
#> CN INVYR P3_OZONE_IND STATECD STATEAB STATENM RSCD ANN_INVENTORY NOTES
#> <dbl> <int> <chr> <int> <chr> <chr> <int> <chr> <chr>
#> 1 1.68e14 1999 Y 44 RI Rhode I… 24 Y Ozon…
#> 2 1.59e14 2000 Y 44 RI Rhode I… 24 Y Ozon…
#> 3 1.68e14 1998 Y 44 RI Rhode I… 24 Y Ozon…
#> 4 1.59e14 2002 Y 44 RI Rhode I… 24 Y Ozon…
#> 5 5.42e13 2003 Y 44 RI Rhode I… 24 Y Ozon…
#> 6 6.31e13 2004 Y 44 RI Rhode I… 24 Y Ozon…
#> 7 6.31e13 2005 Y 44 RI Rhode I… 24 Y Ozon…
#> 8 1.59e14 2007 Y 44 RI Rhode I… 24 Y Ozon…
#> 9 1.72e14 2009 Y 44 RI Rhode I… 24 Y Ozon…
#> 10 1.59e14 2001 Y 44 RI Rhode I… 24 Y Ozon…
#> # ℹ 30 more rows
#> # ℹ 3 more variables: CYCLE <int>, SUBCYCLE <int>, PRJ_CN <dbl>
#>
#> $TREE_GRM_BEGIN
#> # A tibble: 3,080 × 66
#> TRE_CN PREV_TRE_CN PLT_CN STATECD SUBPTYP SPCD STATUSCD DIA HT
#> <dbl> <dbl> <dbl> <int> <lgl> <int> <int> <dbl> <int>
#> 1 6.38e14 1.95e14 4.46e14 44 NA 316 1 10.7 72
#> 2 6.38e14 1.95e14 4.46e14 44 NA 316 1 16.2 74
#> 3 6.38e14 1.95e14 4.46e14 44 NA 316 1 10.2 72
#> 4 6.38e14 1.95e14 4.46e14 44 NA 316 1 7.7 54
#> 5 6.38e14 NA 4.46e14 44 NA 541 1 5.22 54
#> 6 6.38e14 NA 4.46e14 44 NA 371 1 4.77 30
#> 7 6.38e14 1.95e14 4.46e14 44 NA 316 1 10.5 54
#> 8 6.38e14 1.95e14 4.46e14 44 NA 316 1 18.7 82
#> 9 6.38e14 1.95e14 4.46e14 44 NA 371 1 16.6 70
#> 10 6.38e14 1.95e14 4.46e14 44 NA 316 1 10.9 67
#> # ℹ 3,070 more rows
#> # ℹ 57 more variables: ACTUALHT <int>, CR <int>, STANDING_DEAD_CD <int>,
#> # DIAHTCD <int>, CULL <int>, ROUGHCULL <int>, CULLFORM <lgl>,
#> # CULLMSTOP <lgl>, DECAYCD <lgl>, TREECLCD <int>, HTDMP <dbl>,
#> # WDLDSTEM <lgl>, STDORGCD <int>, SITREE <int>, BALIVE <dbl>, VOLTSGRS <dbl>,
#> # VOLTSGRS_BARK <dbl>, VOLTSSND <dbl>, VOLTSSND_BARK <dbl>,
#> # VOLCFGRS_STUMP <dbl>, VOLCFGRS_STUMP_BARK <dbl>, VOLCFSND_STUMP <dbl>, …
#>
#> $TREE_GRM_COMPONENT
#> # A tibble: 3,319 × 76
#> TRE_CN PREV_TRE_CN PLT_CN STATECD DIA_BEGIN DIA_MIDPT DIA_END
#> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
#> 1 2.52e14 2.06e14 1.45e13 44 16.4 17.0 17.5
#> 2 2.52e14 2.06e14 1.45e13 44 6.1 6.2 6.3
#> 3 2.52e14 2.06e14 1.45e13 44 5.5 6.25 7
#> 4 2.52e14 NA 1.45e13 44 4.73 4.87 5
#> 5 2.52e14 2.06e14 1.45e13 44 16.1 16.6 17.1
#> 6 2.52e14 2.06e14 1.45e13 44 6.7 7 7.3
#> 7 2.52e14 2.06e14 1.45e13 44 12.4 12.6 12.8
#> 8 3.68e14 2.25e14 1.68e14 44 11.1 11.4 11.6
#> 9 3.68e14 2.25e14 1.68e14 44 5.3 5.35 5.4
#> 10 3.68e14 2.25e14 1.68e14 44 6.6 6.7 6.8
#> # ℹ 3,309 more rows
#> # ℹ 69 more variables: ANN_DIA_GROWTH <dbl>, ANN_HT_GROWTH <dbl>,
#> # SUBPTYP_BEGIN <lgl>, SUBPTYP_MIDPT <lgl>, SUBPTYP_END <lgl>,
#> # MICR_COMPONENT_AL_FOREST <chr>, MICR_SUBPTYP_GRM_AL_FOREST <int>,
#> # MICR_TPAGROW_UNADJ_AL_FOREST <dbl>, MICR_TPAREMV_UNADJ_AL_FOREST <dbl>,
#> # MICR_TPAMORT_UNADJ_AL_FOREST <dbl>, SUBP_COMPONENT_AL_FOREST <chr>,
#> # SUBP_SUBPTYP_GRM_AL_FOREST <int>, SUBP_TPAGROW_UNADJ_AL_FOREST <dbl>, …
#>
#> $TREE_GRM_MIDPT
#> # A tibble: 3,080 × 66
#> TRE_CN PREV_TRE_CN PLT_CN STATECD SUBPTYP SPCD STATUSCD DIA HT
#> <dbl> <dbl> <dbl> <int> <lgl> <int> <int> <dbl> <int>
#> 1 1.95e14 1.64e14 2.47e14 44 NA 316 1 13.4 67
#> 2 1.95e14 1.64e14 2.47e14 44 NA 316 1 5.65 35
#> 3 1.95e14 1.64e14 2.47e14 44 NA 802 1 12.4 61
#> 4 1.95e14 1.64e14 2.47e14 44 NA 802 1 9.5 59
#> 5 1.95e14 1.64e14 2.47e14 44 NA 693 1 10.7 65
#> 6 1.95e14 1.64e14 2.47e14 44 NA 802 1 13.2 65
#> 7 1.95e14 1.64e14 2.47e14 44 NA 693 1 6.65 42
#> 8 1.95e14 1.64e14 2.47e14 44 NA 316 1 16.0 75
#> 9 1.95e14 1.64e14 2.47e14 44 NA 316 1 17.4 73
#> 10 1.95e14 1.64e14 2.47e14 44 NA 316 1 8.95 54
#> # ℹ 3,070 more rows
#> # ℹ 57 more variables: ACTUALHT <int>, CR <int>, STANDING_DEAD_CD <int>,
#> # DIAHTCD <int>, CULL <int>, ROUGHCULL <int>, CULLFORM <lgl>,
#> # CULLMSTOP <lgl>, DECAYCD <lgl>, TREECLCD <int>, HTDMP <dbl>,
#> # WDLDSTEM <lgl>, STDORGCD <int>, SITREE <int>, BALIVE <dbl>, VOLTSGRS <dbl>,
#> # VOLTSGRS_BARK <dbl>, VOLTSSND <dbl>, VOLTSSND_BARK <dbl>,
#> # VOLCFGRS_STUMP <dbl>, VOLCFGRS_STUMP_BARK <dbl>, VOLCFSND_STUMP <dbl>, …
#>
#> $TREE
#> # A tibble: 8,284 × 194
#> CN PLT_CN PREV_TRE_CN INVYR STATECD UNITCD COUNTYCD PLOT SUBP TREE
#> <dbl> <dbl> <dbl> <int> <int> <int> <int> <int> <int> <int>
#> 1 1.64e14 1.23e14 NA 2007 44 1 3 158 1 10
#> 2 1.64e14 1.23e14 NA 2007 44 1 3 158 1 22
#> 3 1.64e14 1.23e14 NA 2007 44 1 3 158 1 23
#> 4 1.64e14 1.23e14 NA 2007 44 1 3 158 1 24
#> 5 1.64e14 1.23e14 NA 2007 44 1 3 158 1 26
#> 6 1.64e14 1.23e14 NA 2007 44 1 3 158 1 28
#> 7 1.64e14 1.23e14 NA 2007 44 1 3 158 2 1
#> 8 1.64e14 1.23e14 NA 2007 44 1 3 158 2 2
#> 9 1.64e14 1.23e14 NA 2007 44 1 3 158 2 3
#> 10 1.64e14 1.23e14 NA 2007 44 1 3 158 2 4
#> # ℹ 8,274 more rows
#> # ℹ 184 more variables: CONDID <int>, PREVCOND <int>, STATUSCD <int>,
#> # SPCD <dbl>, SPGRPCD <int>, DIA <dbl>, DIAHTCD <int>, HT <int>, HTCD <int>,
#> # ACTUALHT <int>, TREECLCD <int>, CR <int>, CCLCD <int>, TREEGRCD <int>,
#> # AGENTCD <int>, CULL <int>, DAMLOC1 <int>, DAMTYP1 <int>, DAMSEV1 <int>,
#> # DAMLOC2 <int>, DAMTYP2 <int>, DAMSEV2 <int>, DECAYCD <int>, STOCKING <dbl>,
#> # WDLDSTEM <lgl>, VOLCFNET <dbl>, VOLCFGRS <dbl>, VOLCSNET <dbl>, …
#>
#> $mostRecent
#> # A tibble: 1 × 1
#> value
#> <lgl>
#> 1 TRUE
#>
#>
# \donttest{
## Only plots w/in estimation units w/in a user defined polygon
clipFIA(fiaRI, mask = countiesRI[1,], mostRecent = FALSE)
#> ---- FIA Database Object -----
#> Reporting Years: 2013 2014 2015 2016 2017 2018
#> States: RHODE ISLAND
#> Total Plots: 225
#> Memory Used: 0.6 Mb
#> Tables: COND_DWM_CALC COND INVASIVE_SUBPLOT_SPP P2VEG_SUBP_STRUCTURE PLOT POP_ESTN_UNIT POP_EVAL_GRP POP_EVAL_TYP POP_EVAL POP_PLOT_STRATUM_ASSGN POP_STRATUM SEEDLING SUBP_COND_CHNG_MTRX SUBP_COND SUBPLOT SURVEY TREE_GRM_BEGIN TREE_GRM_COMPONENT TREE_GRM_MIDPT TREE mask
#>
#> $COND_DWM_CALC
#> # A tibble: 0 × 104
#> # ℹ 104 variables: CN <dbl>, STATECD <int>, COUNTYCD <int>, PLOT <dbl>,
#> # MEASYEAR <int>, INVYR <int>, CONDID <int>, EVALID <int>, PLT_CN <dbl>,
#> # CND_CN <dbl>, STRATUM_CN <dbl>, PHASE <lgl>, CONDPROP_CWD <dbl>,
#> # CONDPROP_FWD_SM <dbl>, CONDPROP_FWD_MD <dbl>, CONDPROP_FWD_LG <dbl>,
#> # CONDPROP_DUFF <dbl>, CWD_TL_COND <dbl>, CWD_TL_UNADJ <dbl>,
#> # CWD_TL_ADJ <dbl>, CWD_LPA_COND <dbl>, CWD_LPA_UNADJ <dbl>,
#> # CWD_LPA_ADJ <dbl>, CWD_VOLCF_COND <dbl>, CWD_VOLCF_UNADJ <dbl>, …
#>
#> $COND
#> # A tibble: 28 × 154
#> CN PLT_CN INVYR STATECD UNITCD COUNTYCD PLOT CONDID COND_STATUS_CD
#> <dbl> <dbl> <int> <int> <int> <int> <int> <int> <int>
#> 1 6.23e13 6.23e13 2005 44 1 1 155 1 2
#> 2 1.64e14 1.64e14 2005 44 1 1 326 1 4
#> 3 7.43e13 7.43e13 2006 44 1 1 253 1 2
#> 4 1.64e14 1.64e14 2006 44 1 1 332 1 4
#> 5 1.64e14 1.23e14 2007 44 1 1 91 1 1
#> 6 1.64e14 1.23e14 2007 44 1 1 277 1 1
#> 7 1.64e14 1.23e14 2007 44 1 1 277 2 4
#> 8 2.06e14 1.20e14 2008 44 1 1 228 1 2
#> 9 2.06e14 1.20e14 2008 44 1 1 228 2 1
#> 10 2.25e14 1.45e14 2009 44 1 1 155 1 2
#> # ℹ 18 more rows
#> # ℹ 145 more variables: COND_NONSAMPLE_REASN_CD <int>, RESERVCD <int>,
#> # OWNCD <int>, OWNGRPCD <int>, ADFORCD <lgl>, FORTYPCD <int>, FLDTYPCD <int>,
#> # MAPDEN <int>, STDAGE <int>, STDSZCD <int>, FLDSZCD <int>, SITECLCD <int>,
#> # SICOND <int>, SIBASE <int>, SISP <int>, STDORGCD <int>, STDORGSP <int>,
#> # PROP_BASIS <chr>, CONDPROP_UNADJ <dbl>, MICRPROP_UNADJ <dbl>,
#> # SUBPPROP_UNADJ <dbl>, MACRPROP_UNADJ <lgl>, SLOPE <int>, ASPECT <int>, …
#>
#> $INVASIVE_SUBPLOT_SPP
#> # A tibble: 0 × 15
#> # ℹ 15 variables: CN <dbl>, PLT_CN <dbl>, INVYR <int>, STATECD <int>,
#> # UNITCD <int>, COUNTYCD <int>, PLOT <dbl>, SUBP <dbl>, CONDID <int>,
#> # VEG_FLDSPCD <chr>, UNIQUE_SP_NBR <int>, VEG_SPCD <chr>, COVER_PCT <int>,
#> # CYCLE <int>, SUBCYCLE <int>
#>
#> $P2VEG_SUBP_STRUCTURE
#> # A tibble: 0 × 14
#> # ℹ 14 variables: CN <dbl>, PLT_CN <dbl>, STATECD <int>, UNITCD <int>,
#> # COUNTYCD <int>, PLOT <dbl>, INVYR <int>, SUBP <dbl>, CONDID <int>,
#> # GROWTH_HABIT_CD <chr>, LAYER <int>, COVER_PCT <int>, CYCLE <int>,
#> # SUBCYCLE <int>
#>
#> $PLOT
#> # A tibble: 23 × 64
#> CN SRV_CN CTY_CN PREV_PLT_CN INVYR STATECD UNITCD COUNTYCD PLOT
#> <dbl> <dbl> <dbl> <dbl> <int> <int> <int> <int> <int>
#> 1 1.45e14 1.45e14 1320609010538 6.23e13 2009 44 1 1 155
#> 2 1.45e14 1.45e14 1320609010538 1.64e14 2009 44 1 1 326
#> 3 1.69e14 1.69e14 1320609010538 7.43e13 2010 44 1 1 253
#> 4 1.69e14 1.69e14 1320609010538 1.64e14 2010 44 1 1 332
#> 5 2.21e14 2.21e14 1320609010538 NA 2011 44 1 1 333
#> 6 2.47e14 2.47e14 1320609010538 1.23e14 2012 44 1 1 91
#> 7 2.47e14 2.47e14 1320609010538 1.23e14 2012 44 1 1 277
#> 8 1.45e13 1.45e13 1320609010538 1.20e14 2013 44 1 1 228
#> 9 1.68e14 1.68e14 1320609010538 1.45e14 2014 44 1 1 155
#> 10 1.68e14 1.68e14 1320609010538 1.45e14 2014 44 1 1 326
#> # ℹ 13 more rows
#> # ℹ 55 more variables: PLOT_STATUS_CD <int>, PLOT_NONSAMPLE_REASN_CD <int>,
#> # MEASYEAR <int>, MEASMON <int>, MEASDAY <int>, REMPER <dbl>, KINDCD <int>,
#> # DESIGNCD <int>, RDDISTCD <int>, WATERCD <int>, LAT <dbl>, LON <dbl>,
#> # ELEV <int>, GROW_TYP_CD <int>, MORT_TYP_CD <int>, P2PANEL <int>,
#> # P3PANEL <int>, MANUAL <dbl>, KINDCD_NC <lgl>, QA_STATUS <int>,
#> # MICROPLOT_LOC <chr>, DECLINATION <lgl>, SAMP_METHOD_CD <int>, …
#>
#> $POP_ESTN_UNIT
#> # A tibble: 78 × 15
#> CN EVAL_CN RSCD EVALID ESTN_UNIT ESTN_UNIT_DESCR STATECD AREALAND_EU
#> <dbl> <dbl> <int> <int> <int> <chr> <int> <dbl>
#> 1 2.63e14 2.63e14 24 441300 1 Inland Census Wat… 44 NA
#> 2 2.63e14 2.63e14 24 441300 2 Private Unit 1 44 NA
#> 3 2.63e14 2.63e14 24 441300 3 Public Unit 1 44 NA
#> 4 2.63e14 2.63e14 24 441301 1 Inland Census Wat… 44 NA
#> 5 2.63e14 2.63e14 24 441301 2 Private Unit 1 44 NA
#> 6 2.63e14 2.63e14 24 441301 3 Public Unit 1 44 NA
#> 7 2.63e14 2.63e14 24 441303 1 Inland Census Wat… 44 NA
#> 8 2.63e14 2.63e14 24 441303 2 Private Unit 1 44 NA
#> 9 2.63e14 2.63e14 24 441303 3 Public Unit 1 44 NA
#> 10 3.10e14 3.10e14 24 441400 1 Inland Census Wat… 44 NA
#> # ℹ 68 more rows
#> # ℹ 7 more variables: AREATOT_EU <dbl>, AREA_USED <dbl>, AREA_SOURCE <chr>,
#> # P1PNTCNT_EU <int>, P1SOURCE <chr>, p2eu <int>, nStrata <int>
#>
#> $POP_EVAL_GRP
#> # A tibble: 6 × 6
#> CN RSCD EVAL_GRP EVAL_GRP_DESCR STATECD NOTES
#> <dbl> <int> <int> <chr> <int> <chr>
#> 1 2.63e14 24 442013 RHODE ISLAND 2013: ALL AREA, CURRENT ARE… 44 Rhod…
#> 2 3.10e14 24 442014 RHODE ISLAND 2014: ALL AREA, CURRENT ARE… 44 RI 2…
#> 3 3.73e14 24 442015 RHODE ISLAND 2015: ALL AREA, CURRENT ARE… 44 RI: …
#> 4 4.68e14 24 442016 RHODE ISLAND 2016: ALL AREA, CURRENT ARE… 44 RI: …
#> 5 5.33e14 24 442017 RHODE ISLAND 2017: ALL AREA, CURRENT ARE… 44 RI:2…
#> 6 6.68e14 24 442018 RHODE ISLAND 2018: ALL AREA, CURRENT ARE… 44 RI: …
#>
#> $POP_EVAL_TYP
#> # A tibble: 42 × 4
#> CN EVAL_GRP_CN EVAL_CN EVAL_TYP
#> <dbl> <dbl> <dbl> <chr>
#> 1 2.63e14 2.63e14 2.63e14 EXPMORT
#> 2 2.63e14 2.63e14 2.63e14 EXPREMV
#> 3 2.63e14 2.63e14 2.63e14 EXPCHNG
#> 4 3.10e14 3.10e14 3.10e14 EXPALL
#> 5 3.10e14 3.10e14 3.10e14 EXPCURR
#> 6 3.73e14 3.73e14 3.73e14 EXPALL
#> 7 3.73e14 3.73e14 3.73e14 EXPVOL
#> 8 3.73e14 3.73e14 3.73e14 EXPCURR
#> 9 3.73e14 3.73e14 3.73e14 EXPCHNG
#> 10 3.73e14 3.73e14 3.73e14 EXPGROW
#> # ℹ 32 more rows
#>
#> $POP_EVAL
#> # A tibble: 18 × 15
#> CN EVAL_GRP_CN RSCD EVALID EVAL_DESCR STATECD LOCATION_NM
#> <dbl> <dbl> <int> <int> <chr> <int> <chr>
#> 1 6.68e14 6.68e14 24 441800 RHODE ISLAND 2018: 2012… 44 Rhode Isla…
#> 2 6.68e14 6.68e14 24 441801 RHODE ISLAND 2018: 2012… 44 Rhode Isla…
#> 3 6.68e14 6.68e14 24 441803 RHODE ISLAND 2018: 2007… 44 Rhode Isla…
#> 4 5.33e14 5.33e14 24 441703 RHODE ISLAND 2017: 2007… 44 Rhode Isla…
#> 5 2.63e14 2.63e14 24 441300 RHODE ISLAND 2013: 2009… 44 Rhode Isla…
#> 6 2.63e14 2.63e14 24 441301 RHODE ISLAND 2013: 2009… 44 Rhode Isla…
#> 7 2.63e14 2.63e14 24 441303 RHODE ISLAND 2013: 2004… 44 Rhode Isla…
#> 8 3.10e14 3.10e14 24 441400 RHODE ISLAND 2014: 2009… 44 Rhode Isla…
#> 9 3.10e14 3.10e14 24 441401 RHODE ISLAND 2014: 2009… 44 Rhode Isla…
#> 10 3.10e14 3.10e14 24 441403 RHODE ISLAND 2014: 2004… 44 Rhode Isla…
#> 11 3.73e14 3.73e14 24 441500 RHODE ISLAND 2015: 2010… 44 Rhode Isla…
#> 12 3.73e14 3.73e14 24 441501 RHODE ISLAND 2015: 2010… 44 Rhode Isla…
#> 13 3.73e14 3.73e14 24 441503 RHODE ISLAND 2015: 2005… 44 Rhode Isla…
#> 14 4.68e14 4.68e14 24 441600 RHODE ISLAND 2016: 2011… 44 Rhode Isla…
#> 15 4.68e14 4.68e14 24 441601 RHODE ISLAND 2016: 2011… 44 Rhode Isla…
#> 16 4.68e14 4.68e14 24 441603 RHODE ISLAND 2016: 2006… 44 Rhode Isla…
#> 17 5.33e14 5.33e14 24 441700 RHODE ISLAND 2017: 2011… 44 Rhode Isla…
#> 18 5.33e14 5.33e14 24 441701 RHODE ISLAND 2017: 2011… 44 Rhode Isla…
#> # ℹ 8 more variables: REPORT_YEAR_NM <chr>, START_INVYR <int>, END_INVYR <dbl>,
#> # LAND_ONLY <chr>, TIMBERLAND_ONLY <chr>, GROWTH_ACCT <chr>,
#> # ESTN_METHOD <chr>, NOTES <lgl>
#>
#> $POP_PLOT_STRATUM_ASSGN
#> # A tibble: 142 × 15
#> CN STRATUM_CN PLT_CN STATECD INVYR UNITCD COUNTYCD PLOT RSCD EVALID
#> <chr> <dbl> <dbl> <int> <int> <int> <int> <int> <int> <int>
#> 1 26333517… 2.63e14 2.47e14 44 2012 1 1 91 24 441300
#> 2 26333517… 2.63e14 1.45e14 44 2009 1 1 155 24 441300
#> 3 26333517… 2.63e14 1.45e13 44 2013 1 1 228 24 441300
#> 4 26333517… 2.63e14 1.69e14 44 2010 1 1 253 24 441300
#> 5 26333517… 2.63e14 2.47e14 44 2012 1 1 277 24 441300
#> 6 26333517… 2.63e14 1.45e14 44 2009 1 1 326 24 441300
#> 7 26333517… 2.63e14 1.69e14 44 2010 1 1 332 24 441300
#> 8 26333658… 2.63e14 2.21e14 44 2011 1 1 333 24 441300
#> 9 26333684… 2.63e14 2.47e14 44 2012 1 1 91 24 441301
#> 10 26333684… 2.63e14 1.45e14 44 2009 1 1 155 24 441301
#> # ℹ 132 more rows
#> # ℹ 5 more variables: ESTN_UNIT <int>, STRATUMCD <int>, p2eu_INVYR <int>,
#> # nStrata_INVYR <int>, P2POINTCNT_INVYR <int>
#>
#> $POP_STRATUM
#> # A tibble: 150 × 24
#> CN ESTN_UNIT_CN RSCD EVALID ESTN_UNIT STRATUMCD STRATUM_DESCR STATECD
#> <dbl> <dbl> <int> <int> <int> <int> <chr> <int>
#> 1 3.73e14 3.73e14 24 441500 2 4 Canopy cover 6… 44
#> 2 3.73e14 3.73e14 24 441500 2 5 Canopy cover 8… 44
#> 3 6.68e14 6.68e14 24 441800 2 2 Canopy cover 6… 44
#> 4 6.68e14 6.68e14 24 441800 2 3 Canopy cover 5… 44
#> 5 6.68e14 6.68e14 24 441800 2 4 Canopy cover 6… 44
#> 6 6.68e14 6.68e14 24 441800 2 5 Canopy cover 8… 44
#> 7 6.68e14 6.68e14 24 441800 3 12345 Canopy cover 0… 44
#> 8 6.68e14 6.68e14 24 441801 1 12345 Canopy cover 0… 44
#> 9 6.68e14 6.68e14 24 441801 2 1 Canopy cover 0… 44
#> 10 6.68e14 6.68e14 24 441801 2 2 Canopy cover 6… 44
#> # ℹ 140 more rows
#> # ℹ 16 more variables: P1POINTCNT <int>, P2POINTCNT <int>, EXPNS <dbl>,
#> # ADJ_FACTOR_MACR <dbl>, ADJ_FACTOR_SUBP <dbl>, ADJ_FACTOR_MICR <dbl>,
#> # ADJ_FACTOR_CWD <dbl>, ADJ_FACTOR_FWD_SM <dbl>, ADJ_FACTOR_FWD_LG <dbl>,
#> # ADJ_FACTOR_DUFF <dbl>, ADJ_FACTOR_PILE <dbl>, ADJ_FACTOR_REGEN_MICR <dbl>,
#> # ADJ_FACTOR_INV_SUBP <dbl>, ADJ_FACTOR_P2VEG_SUBP <dbl>,
#> # ADJ_FACTOR_GRNDLYR_MICROQUAD <lgl>, ADJ_FACTOR_SOIL <lgl>
#>
#> $SEEDLING
#> # A tibble: 13 × 26
#> CN PLT_CN INVYR STATECD UNITCD COUNTYCD PLOT SUBP CONDID SPCD
#> <dbl> <dbl> <int> <int> <int> <int> <int> <int> <int> <dbl>
#> 1 1.95e14 2.47e14 2012 44 1 1 91 3 1 762
#> 2 1.95e14 2.47e14 2012 44 1 1 277 4 1 68
#> 3 1.95e14 2.47e14 2012 44 1 1 277 4 1 762
#> 4 2.52e14 1.45e13 2013 44 1 1 228 1 1 316
#> 5 2.52e14 1.45e13 2013 44 1 1 228 1 1 693
#> 6 2.52e14 1.45e13 2013 44 1 1 228 1 1 762
#> 7 2.52e14 1.45e13 2013 44 1 1 228 1 1 931
#> 8 2.52e14 1.45e13 2013 44 1 1 228 4 1 762
#> 9 2.52e14 1.45e13 2013 44 1 1 228 4 1 802
#> 10 2.52e14 1.45e13 2013 44 1 1 228 4 1 931
#> 11 6.38e14 4.46e14 2018 44 1 1 91 2 1 931
#> 12 6.38e14 4.46e14 2018 44 1 1 91 3 1 931
#> 13 6.38e14 4.46e14 2018 44 1 1 277 4 1 762
#> # ℹ 16 more variables: SPGRPCD <int>, STOCKING <dbl>, TREECOUNT <int>,
#> # TOTAGE <lgl>, TREECOUNT_CALC <dbl>, TPA_UNADJ <dbl>, CYCLE <int>,
#> # SUBCYCLE <int>, DAMAGE_AGENT_CD1_SRS <lgl>,
#> # PCT_AFFECTED_DAMAGE_AGENT1_SRS <lgl>, DAMAGE_AGENT_CD2_SRS <lgl>,
#> # PCT_AFFECTED_DAMAGE_AGENT2_SRS <lgl>, DAMAGE_AGENT_CD3_SRS <lgl>,
#> # PCT_AFFECTED_DAMAGE_AGENT3_SRS <lgl>, AGECD_RMRS <lgl>,
#> # COUNTCHKCD_RMRS <lgl>
#>
#> $SUBP_COND_CHNG_MTRX
#> # A tibble: 118 × 9
#> CN STATECD SUBP SUBPTYP PLT_CN CONDID PREV_PLT_CN PREVCOND
#> <dbl> <int> <int> <int> <dbl> <int> <dbl> <int>
#> 1 1.76e15 44 1 1 1.69e14 1 1.64e14 1
#> 2 1.76e15 44 2 1 1.69e14 1 1.64e14 1
#> 3 1.76e15 44 3 1 1.69e14 1 1.64e14 1
#> 4 1.76e15 44 4 1 1.69e14 1 1.64e14 1
#> 5 1.76e15 44 1 2 1.69e14 1 1.64e14 1
#> 6 1.76e15 44 2 2 1.69e14 1 1.64e14 1
#> 7 1.76e15 44 3 2 1.69e14 1 1.64e14 1
#> 8 1.76e15 44 1 1 3.05e14 1 1.69e14 1
#> 9 1.76e15 44 2 1 3.05e14 1 1.69e14 1
#> 10 1.76e15 44 3 1 3.05e14 1 1.69e14 1
#> # ℹ 108 more rows
#> # ℹ 1 more variable: SUBPTYP_PROP_CHNG <dbl>
#>
#> $SUBP_COND
#> # A tibble: 68 × 16
#> CN PLT_CN INVYR STATECD UNITCD COUNTYCD PLOT SUBP CONDID
#> <dbl> <dbl> <int> <int> <int> <int> <int> <int> <int>
#> 1 2.26e14 1.45e14 2009 44 1 1 155 1 1
#> 2 2.26e14 1.45e14 2009 44 1 1 155 2 1
#> 3 2.26e14 1.45e14 2009 44 1 1 155 3 1
#> 4 2.26e14 1.45e14 2009 44 1 1 155 4 1
#> 5 2.26e14 1.45e14 2009 44 1 1 326 1 1
#> 6 2.26e14 1.45e14 2009 44 1 1 326 2 1
#> 7 2.26e14 1.45e14 2009 44 1 1 326 3 1
#> 8 2.26e14 1.45e14 2009 44 1 1 326 4 1
#> 9 2.45e14 1.69e14 2010 44 1 1 253 1 1
#> 10 2.45e14 1.69e14 2010 44 1 1 253 2 1
#> # ℹ 58 more rows
#> # ℹ 7 more variables: MICRCOND_PROP <dbl>, SUBPCOND_PROP <dbl>,
#> # MACRCOND_PROP <lgl>, NONFR_INCL_PCT_SUBP <lgl>, NONFR_INCL_PCT_MACRO <lgl>,
#> # CYCLE <int>, SUBCYCLE <int>
#>
#> $SUBPLOT
#> # A tibble: 64 × 46
#> CN PLT_CN PREV_SBP_CN INVYR STATECD UNITCD COUNTYCD PLOT SUBP
#> <dbl> <dbl> <lgl> <int> <int> <int> <int> <int> <int>
#> 1 2.25e14 1.45e14 NA 2009 44 1 1 155 1
#> 2 2.25e14 1.45e14 NA 2009 44 1 1 155 2
#> 3 2.25e14 1.45e14 NA 2009 44 1 1 155 3
#> 4 2.25e14 1.45e14 NA 2009 44 1 1 155 4
#> 5 2.25e14 1.45e14 NA 2009 44 1 1 326 1
#> 6 2.25e14 1.45e14 NA 2009 44 1 1 326 2
#> 7 2.25e14 1.45e14 NA 2009 44 1 1 326 3
#> 8 2.25e14 1.45e14 NA 2009 44 1 1 326 4
#> 9 2.45e14 1.69e14 NA 2010 44 1 1 253 1
#> 10 2.45e14 1.69e14 NA 2010 44 1 1 253 2
#> # ℹ 54 more rows
#> # ℹ 37 more variables: SUBP_STATUS_CD <int>, POINT_NONSAMPLE_REASN_CD <int>,
#> # MICRCOND <int>, SUBPCOND <int>, MACRCOND <lgl>, CONDLIST <int>,
#> # SLOPE <int>, ASPECT <int>, WATERDEP <dbl>, P2A_GRM_FLG <chr>, CYCLE <int>,
#> # SUBCYCLE <int>, ROOT_DIS_SEV_CD_PNWRS <lgl>, NF_SUBP_STATUS_CD <lgl>,
#> # NF_SUBP_NONSAMPLE_REASN_CD <lgl>, P2VEG_SUBP_STATUS_CD <int>,
#> # P2VEG_SUBP_NONSAMPLE_REASN_CD <int>, INVASIVE_SUBP_STATUS_CD <int>, …
#>
#> $SURVEY
#> # A tibble: 40 × 12
#> CN INVYR P3_OZONE_IND STATECD STATEAB STATENM RSCD ANN_INVENTORY NOTES
#> <dbl> <int> <chr> <int> <chr> <chr> <int> <chr> <chr>
#> 1 1.68e14 1999 Y 44 RI Rhode I… 24 Y Ozon…
#> 2 1.59e14 2000 Y 44 RI Rhode I… 24 Y Ozon…
#> 3 1.68e14 1998 Y 44 RI Rhode I… 24 Y Ozon…
#> 4 1.59e14 2002 Y 44 RI Rhode I… 24 Y Ozon…
#> 5 5.42e13 2003 Y 44 RI Rhode I… 24 Y Ozon…
#> 6 6.31e13 2004 Y 44 RI Rhode I… 24 Y Ozon…
#> 7 6.31e13 2005 Y 44 RI Rhode I… 24 Y Ozon…
#> 8 1.59e14 2007 Y 44 RI Rhode I… 24 Y Ozon…
#> 9 1.72e14 2009 Y 44 RI Rhode I… 24 Y Ozon…
#> 10 1.59e14 2001 Y 44 RI Rhode I… 24 Y Ozon…
#> # ℹ 30 more rows
#> # ℹ 3 more variables: CYCLE <int>, SUBCYCLE <int>, PRJ_CN <dbl>
#>
#> $TREE_GRM_BEGIN
#> # A tibble: 121 × 66
#> TRE_CN PREV_TRE_CN PLT_CN STATECD SUBPTYP SPCD STATUSCD DIA HT
#> <dbl> <dbl> <dbl> <int> <lgl> <int> <int> <dbl> <int>
#> 1 2.52e14 2.06e14 1.45e13 44 NA 931 1 6.4 35
#> 2 2.52e14 2.06e14 1.45e13 44 NA 316 1 7.4 30
#> 3 2.52e14 2.06e14 1.45e13 44 NA 316 1 18.9 70
#> 4 2.52e14 NA 1.45e13 44 NA 129 1 0.92 8
#> 5 2.52e14 NA 1.45e13 44 NA 931 1 2.17 23
#> 6 2.52e14 2.06e14 1.45e13 44 NA 806 1 15.2 71
#> 7 2.52e14 2.06e14 1.45e13 44 NA 802 1 9.7 35
#> 8 2.52e14 2.06e14 1.45e13 44 NA 372 1 10.3 63
#> 9 2.52e14 2.06e14 1.45e13 44 NA 316 1 15 72
#> 10 2.52e14 2.06e14 1.45e13 44 NA 802 1 11.6 57
#> # ℹ 111 more rows
#> # ℹ 57 more variables: ACTUALHT <int>, CR <int>, STANDING_DEAD_CD <int>,
#> # DIAHTCD <int>, CULL <int>, ROUGHCULL <int>, CULLFORM <lgl>,
#> # CULLMSTOP <lgl>, DECAYCD <lgl>, TREECLCD <int>, HTDMP <dbl>,
#> # WDLDSTEM <lgl>, STDORGCD <int>, SITREE <int>, BALIVE <dbl>, VOLTSGRS <dbl>,
#> # VOLTSGRS_BARK <dbl>, VOLTSSND <dbl>, VOLTSSND_BARK <dbl>,
#> # VOLCFGRS_STUMP <dbl>, VOLCFGRS_STUMP_BARK <dbl>, VOLCFSND_STUMP <dbl>, …
#>
#> $TREE_GRM_COMPONENT
#> # A tibble: 136 × 76
#> TRE_CN PREV_TRE_CN PLT_CN STATECD DIA_BEGIN DIA_MIDPT DIA_END
#> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
#> 1 1.95e14 1.64e14 2.47e14 44 11.2 11.3 11.4
#> 2 1.95e14 1.64e14 2.47e14 44 9.4 9.44 9.4
#> 3 1.95e14 1.64e14 2.47e14 44 13.3 13.4 13.5
#> 4 1.95e14 1.64e14 2.47e14 44 NA NA 7.6
#> 5 1.95e14 1.64e14 2.47e14 44 12.1 12.2 12.3
#> 6 1.95e14 1.64e14 2.47e14 44 10.7 11.0 11.4
#> 7 1.95e14 1.64e14 2.47e14 44 11.8 11.8 11.8
#> 8 1.95e14 1.64e14 2.47e14 44 10.5 11.0 11.4
#> 9 1.95e14 1.64e14 2.47e14 44 9.7 9.95 10.2
#> 10 1.95e14 1.64e14 2.47e14 44 NA NA NA
#> # ℹ 126 more rows
#> # ℹ 69 more variables: ANN_DIA_GROWTH <dbl>, ANN_HT_GROWTH <dbl>,
#> # SUBPTYP_BEGIN <lgl>, SUBPTYP_MIDPT <lgl>, SUBPTYP_END <lgl>,
#> # MICR_COMPONENT_AL_FOREST <chr>, MICR_SUBPTYP_GRM_AL_FOREST <int>,
#> # MICR_TPAGROW_UNADJ_AL_FOREST <dbl>, MICR_TPAREMV_UNADJ_AL_FOREST <dbl>,
#> # MICR_TPAMORT_UNADJ_AL_FOREST <dbl>, SUBP_COMPONENT_AL_FOREST <chr>,
#> # SUBP_SUBPTYP_GRM_AL_FOREST <int>, SUBP_TPAGROW_UNADJ_AL_FOREST <dbl>, …
#>
#> $TREE_GRM_MIDPT
#> # A tibble: 121 × 66
#> TRE_CN PREV_TRE_CN PLT_CN STATECD SUBPTYP SPCD STATUSCD DIA HT
#> <dbl> <dbl> <dbl> <int> <lgl> <int> <int> <dbl> <int>
#> 1 1.95e14 1.64e14 2.47e14 44 NA 316 1 11.8 54
#> 2 1.95e14 1.64e14 2.47e14 44 NA 316 1 11.0 60
#> 3 1.95e14 1.64e14 2.47e14 44 NA 316 1 11.0 61
#> 4 1.95e14 1.64e14 2.47e14 44 NA 129 1 7.45 30
#> 5 1.95e14 1.64e14 2.47e14 44 NA 316 1 5.15 57
#> 6 1.95e14 1.64e14 2.47e14 44 NA 316 1 5.15 52
#> 7 1.95e14 1.64e14 2.47e14 44 NA 316 1 6.45 43
#> 8 1.95e14 1.64e14 2.47e14 44 NA 833 1 25 91
#> 9 1.95e14 1.64e14 2.47e14 44 NA 833 1 24.2 86
#> 10 1.95e14 1.64e14 2.47e14 44 NA 837 1 10.8 64
#> # ℹ 111 more rows
#> # ℹ 57 more variables: ACTUALHT <int>, CR <int>, STANDING_DEAD_CD <int>,
#> # DIAHTCD <int>, CULL <int>, ROUGHCULL <int>, CULLFORM <lgl>,
#> # CULLMSTOP <lgl>, DECAYCD <lgl>, TREECLCD <int>, HTDMP <dbl>,
#> # WDLDSTEM <lgl>, STDORGCD <int>, SITREE <int>, BALIVE <dbl>, VOLTSGRS <dbl>,
#> # VOLTSGRS_BARK <dbl>, VOLTSSND <dbl>, VOLTSSND_BARK <dbl>,
#> # VOLCFGRS_STUMP <dbl>, VOLCFGRS_STUMP_BARK <dbl>, VOLCFSND_STUMP <dbl>, …
#>
#> $TREE
#> # A tibble: 226 × 194
#> CN PLT_CN PREV_TRE_CN INVYR STATECD UNITCD COUNTYCD PLOT SUBP TREE
#> <dbl> <dbl> <dbl> <int> <int> <int> <int> <int> <int> <int>
#> 1 1.64e14 1.23e14 NA 2007 44 1 1 91 1 3
#> 2 1.64e14 1.23e14 NA 2007 44 1 1 91 1 4
#> 3 1.64e14 1.23e14 NA 2007 44 1 1 91 1 5
#> 4 1.64e14 1.23e14 NA 2007 44 1 1 91 1 14
#> 5 1.64e14 1.23e14 NA 2007 44 1 1 91 1 20
#> 6 1.64e14 1.23e14 NA 2007 44 1 1 91 1 22
#> 7 1.64e14 1.23e14 NA 2007 44 1 1 91 1 29
#> 8 1.64e14 1.23e14 NA 2007 44 1 1 91 1 31
#> 9 1.64e14 1.23e14 NA 2007 44 1 1 91 1 32
#> 10 1.64e14 1.23e14 NA 2007 44 1 1 91 1 33
#> # ℹ 216 more rows
#> # ℹ 184 more variables: CONDID <int>, PREVCOND <int>, STATUSCD <int>,
#> # SPCD <dbl>, SPGRPCD <int>, DIA <dbl>, DIAHTCD <int>, HT <int>, HTCD <int>,
#> # ACTUALHT <int>, TREECLCD <int>, CR <int>, CCLCD <int>, TREEGRCD <int>,
#> # AGENTCD <int>, CULL <int>, DAMLOC1 <int>, DAMTYP1 <int>, DAMSEV1 <int>,
#> # DAMLOC2 <int>, DAMTYP2 <int>, DAMSEV2 <int>, DECAYCD <int>, STOCKING <dbl>,
#> # WDLDSTEM <lgl>, VOLCFNET <dbl>, VOLCFGRS <dbl>, VOLCSNET <dbl>, …
#>
#> $mask
#> # A tibble: 1 × 1
#> value
#> <lgl>
#> 1 TRUE
#>
#>
# }