Paired quality assurance and operational field data from the northern region of the U.S. Forest Inventory and Analysis program

Metadata:

Identification_Information:
Citation:
Citation_Information:
Originator: Barnett, Charles J.
Originator: Young, Alexander R.
Publication_Date: 2023
Title:
Paired quality assurance and operational field data from the northern region of the U.S. Forest Inventory and Analysis program
Geospatial_Data_Presentation_Form: tabular digital data
Publication_Information:
Publication_Place: Fort Collins, CO
Publisher: Forest Service Research Data Archive
Online_Linkage: https://doi.org/10.2737/RDS-2022-0056
Description:
Abstract:
This publication includes collected forest measurement and quality assurance (QA) data used to quantify measurement uncertainty within the data collected by the Northern Region of the USDA Forest Service, Forest Inventory and Analysis (FIA). Field data were collected for the FIA program by the field crew and then the quality assurance crews collected data on the same trees and plots in order to examine bias and assess compliance with measurement quality objectives. The data in this publication include both the FIA and QA measurements from a recent inventory cycle from 2011 to 2016 with measurements occurring from October 2010 to April 2017, depending on the state.
Purpose:
The FIA program has a quality assurance program to assess the repeatability and quality of field measurements. A subset of field measurements are remeasured by QA field crews, who have extensive supervisory, training, and field experience, ideally within three weeks of the original measurements, on at least 4% of plots (Gormanson et al. 2017; Pollard et al. 2006; USDA 2019). These are conducted as “blind checks,” meaning that the QA crew does not view the measurements conducted during the earlier plot visit by the field crew. Although the primary purpose of the QA program has been to evaluate and improve field crew performance, the difference between the two measurements is a rich source of data for quantifying uncertainty in a wide variety of forest measurements.
Supplemental_Information:
For more information about these data, see Yanai et al. (2022).

This data package was published on 01/25/2023. On 08/27/2025 we corrected the publication year, which was incorrectly set to 2022, to 2023.
Time_Period_of_Content:
Time_Period_Information:
Range_of_Dates/Times:
Beginning_Date: 2010
Ending_Date: 2017
Currentness_Reference:
Ground condition
Status:
Progress: Complete
Maintenance_and_Update_Frequency: None planned
Spatial_Domain:
Description_of_Geographic_Extent:
The data included in this package represent 24 states (Connecticut, Delaware, Illinois, Indiana, Iowa, Kansas, Maine, Maryland, Massachusetts, Michigan, Minnesota, Missouri, Nebraska, New Hampshire, New Jersey, New York, North Dakota, Ohio, Pennsylvania, Rhode Island, South Dakota, Vermont, West Virginia, Wisconsin) of the Northeastern region, comprising 40,000 plots.
Bounding_Coordinates:
West_Bounding_Coordinate: -104.04320
East_Bounding_Coordinate: -67.16894
North_Bounding_Coordinate: 49.19354
South_Bounding_Coordinate: 36.17967
Bounding_Altitudes:
Altitude_Minimum: 0
Altitude_Maximum: 6810
Altitude_Distance_Units: feet
Keywords:
Theme:
Theme_Keyword_Thesaurus: ISO 19115 Topic Category
Theme_Keyword: biota
Theme_Keyword: planningCadastre
Theme:
Theme_Keyword_Thesaurus: National Research & Development Taxonomy
Theme_Keyword: Ecology, Ecosystems, & Environment
Theme_Keyword: Inventory, Monitoring, & Analysis
Theme_Keyword: Assessments
Theme_Keyword: Monitoring
Theme_Keyword: Resource inventory
Theme:
Theme_Keyword_Thesaurus: None
Theme_Keyword: quality assurance
Theme_Keyword: quality control
Theme_Keyword: field crew
Theme_Keyword: measurement error
Place:
Place_Keyword_Thesaurus: None
Place_Keyword: Connecticut
Place_Keyword: Delaware
Place_Keyword: Illinois
Place_Keyword: Indiana
Place_Keyword: Iowa
Place_Keyword: Kansas
Place_Keyword: Maine
Place_Keyword: Maryland
Place_Keyword: Massachusetts
Place_Keyword: Michigan
Place_Keyword: Minnesota
Place_Keyword: Missouri
Place_Keyword: Nebraska
Place_Keyword: New Hampshire
Place_Keyword: New Jersey
Place_Keyword: New York
Place_Keyword: North Dakota
Place_Keyword: Ohio
Place_Keyword: Pennsylvania
Place_Keyword: Rhode Island
Place_Keyword: South Dakota
Place_Keyword: Vermont
Place_Keyword: West Virginia
Place_Keyword: Wisconsin
Access_Constraints: None
Use_Constraints:
These data were collected using funding from the U.S. Government and can be used without additional permissions or fees. If you use these data in a publication, presentation, or other research product please use the following citation:

Barnett, Charles J.; Young, Alexander R. 2023. Paired quality assurance and operational field data from the northern region of the U.S. Forest Inventory and Analysis program. Fort Collins, CO: Forest Service Research Data Archive. https://doi.org/10.2737/RDS-2022-0056
Browse_Graphic:
Browse_Graphic_File_Name: \Supplements\Map_study_area.pdf
Browse_Graphic_File_Description:
Map of the Forest Inventory and Analysis (FIA) plots in the northeastern United States that were visited by both field crews and quality assurance (QA) crews and that included at least one tree, sapling or seedling. In forested areas, there is one FIA plot per ~2.400 hectares, with greater sampling intensities in some states and national forests.
Browse_Graphic_File_Type: PDF
Data_Set_Credit:
This publication is a product of QUEST (Quantifying Uncertainty in Ecosystem Studies), a working group dedicated to advancing uncertainty analysis in ecosystem studies (www.quantifyinguncertainty.org). Funding for this work also provided by the USDA Forest Service, Northern Research Station and State University of New York (SUNY) College of Environmental Science and Forestry.


Author Information:

Barnett, Charles J.
USDA Forest Service, Northern Research Station
https://orcid.org/0000-0002-2939-5929

Young, Alexander R.
SUNY College of Environmental Science and Forestry
https://orcid.org/0000-0001-6741-0301
Cross_Reference:
Citation_Information:
Originator: Yanai, Ruth D.
Originator: Young, Alexander R.
Originator: Campbell, John L.
Originator: Westfall, James A.
Originator: Barnett, Charles J.
Originator: Dillon, Gretchen A.
Originator: Green, Mark B.
Originator: Woodall, Christopher W.
Publication_Date: 2022
Title:
Measurement uncertainty in a national forest inventory: results from the Northern Region of the USA
Geospatial_Data_Presentation_Form: journal article
Series_Information:
Series_Name: Canadian Journal of Forest Research
Issue_Identification: November 2022
Online_Linkage: https://doi.org/10.1139/cjfr-2022-0062
Cross_Reference:
Citation_Information:
Originator: Gormanson, Dale D.
Originator: Pugh, Scott A.
Originator: Barnett, Charles J.
Originator: Miles, Patrick D.
Originator: Morin, Randall S.
Originator: Sowers, Paul A.
Originator: Westfall, James A.
Publication_Date: 2017
Title:
Statistics and quality assurance for the Northern Research Station Forest Inventory and Analysis Program, 2016
Geospatial_Data_Presentation_Form: document
Series_Information:
Series_Name: General Technical Report
Issue_Identification: NRS-166
Publication_Information:
Publication_Place: Newtown Square, PA
Publisher: U.S. Department of Agriculture, Forest Service, Northern Research Station
Other_Citation_Details:
23 pages
Online_Linkage: https://doi.org/10.2737/NRS-GTR-166
Cross_Reference:
Citation_Information:
Originator: Pollard, James E.
Originator: Westfall, James A.
Originator: Patterson, Paul L.
Originator: Gartner, David L.
Originator: Hansen, Mark
Originator: Kuegler, Olaf
Publication_Date: 2006
Title:
Forest Inventory and Analysis National Data Quality Assessment Report for 2000 to 2003
Geospatial_Data_Presentation_Form: document
Series_Information:
Series_Name: General Technical Report
Issue_Identification: RMRS-GTR-181
Publication_Information:
Publication_Place: Fort Collins, CO
Publisher: U.S. Department of Agriculture, Forest Service, Rocky Mountain Research Station
Other_Citation_Details:
43 pages
Online_Linkage: https://doi.org/10.2737/RMRS-GTR-181
Cross_Reference:
Citation_Information:
Originator: U.S. Department of Agriculture, Forest Service, Northern Research Station
Publication_Date: 2019
Title:
NRS FIA - Data Collection Quality Assurance System
Geospatial_Data_Presentation_Form: document
Publication_Information:
Publication_Place: Newtown Square, PA
Publisher: U.S. Department of Agriculture, Forest Service, Northern Research Station
Other_Citation_Details:
Last accessed May 25, 2022
Online_Linkage: https://www.nrs.fs.usda.gov/fia/data-collection/docs/Q80%2020190711.pdf
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Data_Quality_Information:
Attribute_Accuracy:
Attribute_Accuracy_Report:
Data are obtained from Forest Inventory and Analysis database and assumed accurate.
Logical_Consistency_Report:
The data are logically consistent. The consistency was verified as part of the quality assurance that occurred during data analysis.
Completeness_Report:
The data are complete to the degree that QA measurements were taken on a tree. Not all measurements on all trees in a plot were made by QA crews. Blank cells are used to denote no measurements provided.

Some data were excluded - see the methods section for an explanation.
Lineage:
Methodology:
Methodology_Type: Field
Methodolgy_Identifier:
Methodolgy_Keyword_Thesaurus:
None
Methodology_Keyword: field crews
Methodology_Keyword: quality assurance crew
Methodology_Keyword: Northern Region
Methodology_Description:
This publication uses information from production crews and quality assurance crews who conduct independent measurements of USDA Forest Service Forest Inventory and Analysis (FIA) plots. This study was limited to forests of the Northern Region, which spans 70 million hectares across 24 states. We used data from a recent inventory cycle from 2011 to 2016 with measurements occurring from October 2010 to April 2017, depending on the state.

Using SQL queries to the FIADB database, production crew values were paired to quality assurance crew values, taken from an internal database, at the tree, subplot and plot level. We assessed measurement error by comparing the differences between the two observations.

For more information about the methods used to compare the FIA and QA data, see Yanai et al. (2022).

Because the QA tree measurements do not go through the full National Information Management Systems (NIMS) processing, this process allowed for volume estimates to be generated. The BALIVE and SITREE values associated with QA trees were taken from corresponding production trees.

BALIVE is a calculated value based on the trees in a condition. Since we do not necessarily collect QA data on all trees on a plot or condition, any BALIVE estimates based on the QA trees may not be representative of the condition. For similar reasons, the SITREE values for production trees were assigned to the corresponding QA trees.

In the TreeVolume.csv file, the values for OWNGRPCD, FORTYPCD, FORTYPGRP, STDAGE and STDSZCD are the values as collected by the field (non-QA) crews.

The TreeVolume.csv file excludes subplots where BA, biomass or volume was not calculated for both field and QA data. These attributes were not calculated because attributes used to make these calculations did not meet the necessary requirements for both field and QA data. These attributes included diameter, status code and tree height.
Methodology_Citation:
Citation_Information:
Originator: Burrill, Elizabeth A.
Originator: DiTommaso, Andrea M.
Originator: Turner, Jeffery A.
Originator: Pugh, Scott A.
Originator: Christensen, Glenn
Originator: Perry, Carol J.
Originator: Conkling, Barbara L.
Publication_Date: 202107
Title:
The Forest Inventory and Analysis Database: database description and user guide for phase 2 (version 9.0.1)
Geospatial_Data_Presentation_Form: document
Publication_Information:
Publication_Place: Washington D.C.
Publisher: USDA Forest Service
Other_Citation_Details:
1026 p.
Online_Linkage: https://www.fia.fs.usda.gov/library/database-documentation
Methodology_Citation:
Citation_Information:
Originator: Yanai, Ruth D.
Originator: Young, Alexander R.
Originator: Campbell, John L.
Originator: Westfall, James A.
Originator: Barnett, Charles J.
Originator: Dillon, Gretchen A.
Originator: Green, Mark B.
Originator: Woodall, Christopher W.
Publication_Date: 2022
Title:
Measurement uncertainty in a national forest inventory: results from the Northern Region of the USA
Geospatial_Data_Presentation_Form: journal article
Series_Information:
Series_Name: Canadian Journal of Forest Research
Issue_Identification: November 2022
Online_Linkage: https://doi.org/10.1139/cjfr-2022-0062
Source_Information:
Source_Citation:
Citation_Information:
Originator: USDA Forest Service
Publication_Date: 2021
Title:
Forest Inventory and Analysis Datamart
Geospatial_Data_Presentation_Form: database
Publication_Information:
Publication_Place: Washington D.C.
Publisher: USDA Forest Service, Forest Inventory and Analysis Program
Other_Citation_Details:
[Accessed July 16, 2021]
Online_Linkage: https://apps.fs.usda.gov/fia/datamart/datamart.html
Online_Linkage: https://doi.org/10.2737/RDS-2001-FIADB
Type_of_Source_Media: Online
Source_Time_Period_of_Content:
Time_Period_Information:
Range_of_Dates/Times:
Beginning_Date: 201010
Ending_Date: 201704
Source_Currentness_Reference:
Ground Condition
Source_Citation_Abbreviation:
FIA DataMart
Source_Contribution:
SQL queries were used to obtain tree-level, plot-level, and subplot-level data from the FIADB database.
Process_Step:
Process_Description:
See methodology section for these details.
Process_Date: Unknown
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Spatial_Reference_Information:
Horizontal_Coordinate_System_Definition:
Geographic:
Latitude_Resolution: 0.00000100
Longitude_Resolution: 0.00000100
Geographic_Coordinate_Units: Decimal Degrees
Geodetic_Model:
Horizontal_Datum_Name: North American Datum of 1983
Ellipsoid_Name: Geodetic Reference System 80
Semi-major_Axis: 6378137.0000
Denominator_of_Flattening_Ratio: 298.25722210
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Entity_and_Attribute_Information:
Overview_Description:
Entity_and_Attribute_Overview:
Below you will find a list and description of the files included in this data publication.

In these variable descriptions you will see references to variables that are available in the FIADB. Here are short descriptions of a few of these variables:

PLOT.KINDCD = Sample kind code. A code indicating the type of plot installation. Database users may also want to examine DESIGNCD to obtain additional information about the kind of plot being selected.
Note: Revisited plots with KINDCD = 1 and 3 are not used in remeasurement estimates.

PLOT.MANUAL = Manual (field guide) version number. Version number of the Field Guide used to describe procedures for collecting data on the plot. The National FIA Field Guide began with version 1.0; therefore, data taken using the National Field procedures will have MANUAL >=1.0. Data taken according to field instructions prior to the use of the National Field Guide have MANUAL <1.0.

SURVEY.RSCD = Region or Station code. Identification number of the Forest Service National Forest System Region or Station (FIA work unit) that provided the inventory data.

SURVEY.STATECD = State code. Bureau of the Census Federal Information Processing Standards (FIPS) 2-digit code for each State. Refer to The Forest Inventory and Analysis Database: Database Description User Guide for Phase 2 for codes (appendix: State, Survey Unit, and County Codes) (available at web address: https://www.fia.fs.usda.gov/library/database-documentation/).

PLOT.DESIGNCD = Design code. A code indicating the type of plot design used to collect the data. Refer to The Forest Inventory and Analysis Database: Database Description User Guide for Phase 2 for codes (appendix: Forest Inventory and Analysis [FIA] Plot Design Codes and Definitions by FIA Work Unit) (available at web address: https://www.fia.fs.usda.gov/library/database-documentation/).



INFORMATIONAL FILES (3)

1. \Data\_variable_descriptions.csv: Comma-separated values (CSV) file containing a list and description of variables found in all data files. (A more complete description of these variables is also provided in the metadata below.)

Columns include:

FILENAME = Name of data file
ATTRIBUTECODE = Variable code
ATTRIBUTENAME = Name of variable
TYPE = Type of variable
UNITS = Units (if applicable)
PRECISION = Precision (if applicable)
DESCRIPTION = Description of variable (IMPORTANT: These descriptions do not include a complete explanation of the individual codes used, please see complete file descriptions below for that information.)


2. \Data\CODES_species.csv: CSV file containing a list and description of species codes used in these data files. This information was pulled directly from Appendix F in Burrill et al. 2010, which points to the REF_SPECIES table in the FIA DataMart.

Columns include:

SPECCODE = Species code
COMMONNAME = Common name of species
GENUS = Genus of species
SPECIES = Scientific species name
VARIETY = Variety of species
SUBSPECIES = Sub species
SPECIES_SYMBOL = Letter code used to represent species


3. \Data\CODES_state_county.csv: CSV file containing a list and description of state and county codes used in these data files.

Columns include:

STATECD = Bureau of the Census Federal Information Processing Standards (FIPS) two-digit code for each State
STATE_NAME = The name of the state
STATE_ABBR = The abbreviation for the state
COUNTYCD = The identification number for a county, parish, watershed, borough, or similar governmental unit in a State
COUNTYNM = The name of the county



DATA FILES (8)

There are 8 CSV data files included in this publication. Where applicable, variable definitions have been combined. Combined variable definitions will contain an F_VARIABLE and a Q_VARIABLE. The “F” stands for the Field Team, while the “Q” stands for the Quality Assurance Team. These FIA variables are also defined in Burrill et al. (2010) "The Forest Inventory and Analysis Database: database description and user guide for phase 2" (version 9.0.1).

Please note, the following variables are found in all data files:

FLD_CN = Field Sequence number

QA_CN = Quality Assurance sequence number

STATECD = Bureau of the Census Federal Information Processing Standards (FIPS) two-digit code for each state (see CODES_state_county.csv for a description of these codes)

COUNTYCD = The identification number for a county, parish, watershed, borough, or similar governmental unit in a state. (See CODES_state_county.csv for a description of these codes or Appendix B in Burrill et al. 2010.)

PLOT = An identifier for a plot. Along with STATECD, UNITCD, INVYR, COUNTYCD and/or some other combinations of variables, PLOT may be used to uniquely identify a plot.

INVYR = The year that best represents when the inventory data were collected. [YYYY]


1. \Data\Boundary.csv: CSV file containing paired boundary information.

Variables include:

F_SUBPLOT & Q_SUBPLOT = The number assigned to the subplot. The national plot design (PLOT.DESIGNCD = 1) has subplot number values of 1 through 4.

F_SUBPTYP & Q_SUBPTYP = Plot type code. Specifies whether the boundary data are for a subplot, microplot, or macroplot.
1 = subplot
2 = microplot
3 = macroplot

F_CONTRAST & Q_CONTRAST = The condition class number of the condition class that contrasts with the condition class located at the subplot center (for boundaries on the subplot or macroplot) or at the microplot center (for boundaries on the microplot), e.g., the condition class present on the other side of the boundary.
1 = indicates the CONDID value was 1
2 = indicates the CONDID value was 2
3 = indicates the CONDID value was 3
4 = indicates the CONDID value was 4

F_AZMLEFT & Q_AZMLEFT = The azimuth, to the nearest degree, from the subplot, microplot, or macroplot plot center to the farthest left point (facing the contrasting condition class) where the boundary intersects the subplot, microplot, or macroplot plot circumference.

F_AZMCORN & Q_AZMCORN = The azimuth, to the nearest degree, from the subplot, microplot, or macroplot plot center to a corner or curve in a boundary.

F_DISTCORN & Q_DISTCORN = The horizontal distance, to the nearest 1 foot, from the subplot, microplot, or macroplot plot center to the boundary corner point.

F_AZMRIGHT & Q_AZMRIGHT = The azimuth, to the nearest degree, from subplot, microplot, or macroplot plot center to the farthest right point (facing the contrasting condition) where the boundary intersects the subplot, microplot, or macroplot plot circumference.

F_BNDCHG & Q_BNDCHG = A code indicating the relationship between previously recorded and current boundary information. Set to blank (null) for new plots (PLOT.KINDCD = 1 or 3).
0 = no change - boundary is the same as indicated on plot map and/or data collected by a previous crew
1 = New boundary, or boundary data has been changed to reflect an actual on-the-ground physical change resulting in a difference from the boundaries recorded.
2 = Boundary has been changed to correct an error from previous crew.
3 = Boundary has been changed to reflect a change in variable definition.


2. \Data\Condition.csv: CSV file containing condition level information.

Variables include:

F_CONDID & Q_CONDID = Unique identifying number assigned to each condition on a plot.

F_COND_STATUS & Q_COND_STATUS = A code indicating the basic land classification.
1 = accessible forest land
2 = nonforest land
3 = noncensus water
4 = census water
5 = nonsampled, possibility of forest land

F_RESRV & Q_RESRV = A code indicating the reserved status of the condition on publicly owned land. Starting with PLOT.MANUAL 6.0, the description has been modified to match FIA's new application of the definition for reserved land.
0 = not reserved
1 = reserved

F_OWNGRP & Q_OWNGRP = A code indicating the ownership group of the land for the condition.
10 = Forest Service
20 = other federal
30 = state and local government
40 = private

F_FLDTYP & Q_FLDTYP = A code indicating the forest type, assigned by the field crew, based on the tree species or species groups forming a plurality of all live stocking. These codes are defined in Appendix D. Forest Type Codes and Names in Burrill et al. (2021).

F_MAPDEN & Q_MAPDEN = A code indicating the relative tree density of the condition. Codes other than 1 are used as an indication that a significant difference in tree density is the only factor causing another condition to be recognized and mapped on the plot.
1 = initial tree density class
2 = density class 2 (density different than density of the condition assigned a tree density class of 1)
3 = density class 3 (density different than density of the condition assigned a tree density classes 1 and 2)

F_FLDAGE & Q_FLDAGE = For annual inventories (PLOT.MANUAL 1.0), stand age is equal to the field-recorded stand age (FLDAGE).

F_FLDSZCD & Q_FLDSZCD = A code indicating the field-assigned classification of the predominant (based on stocking) diameter class of live trees within the condition. May not be populated for some FIA work units when PLOT.MANUAL <1.0. Below we provide a basic description of the codes - see Burrill et al. (2010) for complete details.
0 = nonstocked
1 = ≤4.9 inches (seedlings/saplings)
2 = 5.0-8.9 inches (softwoods) / 5.0-10.9 inches (hardwoods)
3 = 9.0-19.9 inches (softwoods) / 11.0-19.9 inches (hardwoods)
4 = 20.0-39.9 inches
5 = 40.0_+ inches

F_STDORGCD & Q_STDORGCD = A code indicating the method of stand regeneration for the trees in the condition. An artificially regenerated stand is established by planting or artificial seeding.
0 = natural stands
1 = clear evidence of artificial regeneration

F_STDORGSP & Q_STDORGSP = The species code for the predominant artificially regenerated species (only populated when STDORGCD = 1). See CODES_species.csv for a list and description of these codes, but note that this information was pulled directly from the information provided in Appendix F in Burrill et al. 2010, which points to the REF_SPECIES table in the FIA DataMart.

F_PRESNFCD & Q_PRESNFCD = A code indicating the current nonforest land use for conditions that were previously classified as forest but are now classified as nonforest.
10 = agricultural land
11 = cropland
12 = pasture (improved through cultural practices)
13 = idle farmland
14 = orchard
15 = Christmas tree plantation
16 = maintained wildlife opening
17 = windbreak/shelterbelt
20 = rangeland
30 = developed
31 = cultural (business, residential, other intense human activity)
32 = rights-of-way (improved road, railway, power line)
33 = recreation (park, golf course, ski run)
40 = other (undeveloped beach, marsh, bog, snow, ice)


3. \Data\PairedSubplots.csv: CSV file containing paired subplot level information regarding boundary presence and tree counts.

Variables include:

PLOT_FIADB = An identifier for a plot. Along with STATECD, INVYR, UNITCD, COUNTYCD and/or some other combinations of variables, PLOT may be used to uniquely identify a plot.

SUBP = The number assigned to the subplot. The national plot design (PLOT.DESIGNCD = 1) has subplot number values of 1 through 4.

SUBP_STAT_F = A code indicating whether or not forest land was sampled on the subplot/macroplot. May be blank (null) in periodic inventories and where SUBP >4.

SUBP_STAT_Q = A code indicating whether or not forest land was sampled on the subplot/macroplot. May be blank (null) in periodic inventories and where SUBP >4.

BOUND_F = Indicates (Y/N) whether the crew established that there was a boundary delineating within subplot conditions.

BOUND_Q = Indicates (Y/N) whether the crew established that there was a boundary delineating within subplot conditions.

NUM_TR_FLD = Number of FC trees on the subplot

NUM_TR_QA = Number of QA trees on the subplot

NUM_TR_EQUAL = Indicates (Y/N) whether the two crews found the same number of trees in a subplot

NUM_FLD-NUM_QA = Tree count difference

FLD_EXTRA = Count of extra FC trees on a subplot

QA_EXTRA = Count of extra QA trees on a subplot


4. \Data\Plot.csv: CSV file containing paired plot level information.

Variables include:

LAT = The approximate latitude of the plot in decimal degrees using NAD 83 datum.

LON = The approximate longitude of the plot in decimal degrees using NAD 83 datum.

F_PLOT_STATUS & Q_PLOT_STATUS = A code that describes the sampling status of the plot. May not be populated for some FIA work units when MANUAL <1.0.
1 = sampled - at least one accessible forest land condition present on plot
2 = sampled - no accessible forest land condition present on plot
3 = nonsampled

F_MEASYEAR & Q_MEASYEAR = The year in which the plot was completed. MEASYEAR may differ from INVYR. May be blank (null) for periodic inventory or when PLOT_STATUS_CD = 3 (which means nonsampled).

F_MEASMON & Q_MEASMON = The month in which the plot was completed. May be blank (null) for periodic inventory or when PLOT_STATUS_CD = 3 (which means nonsampled).

F_MEASDAY & Q_MEASDAY = The day of the month in which the plot was completed. May be blank (null) for periodic inventory or when PLOT_STATUS_CD = 3 (which means nonsampled).

F_WATERCD & Q_WATERCD = Water body <1 acre in size or a stream <30 feet wide that has the greatest impact on the area within the sampled portions of any of the four subplots.
0 = none - no water sources within the sampled condition class(es)
1 = permanent streams or ponds too small to qualify as noncensus water
2 = permanent water in the form of deep swamps, bogs, marshes without standing trees present and less than 1.0 acre in size, or with standing trees
3 = ditch/canal - human-made channels used as a means of moving water, e.g., for irrigation or drainage, which are too small to qualify as noncensus water
4 = temporary streams
5 = flood zones - evidence of flooding when bodies of water exceed their natural banks
9 = other temporary water

F_LAT & Q_LAT = The approximate latitude of the plot in decimal degrees using NAD 83 datum.

F_LON & Q_LON = The approximate longitude of the plot in decimal degrees using NAD 83 datum.

F_ELEV & Q_ELEV = The distance the plot is located above sea level, in feet.

F_RDDIST & Q_RDDIST = The straight-line distance from plot center to the nearest improved road, which is a road of any width that is maintained as evidenced by pavement, gravel, grading, ditching, and/or other improvements.
1 = 100 feet (ft) or less
2 = 101 ft to 300 ft
3 = 301 ft to 500 ft
4 = 501 ft to 1000 ft
5 = 1001 ft to 1/2 mile
6 = 1/2 to 1 mile
7 = 1 to 3 miles
8 = 3 to 5 miles
9 = > 5 miles

F_SUBP_EXAMINED & Q_SUBP_EXAMINED = A code indicating the number of subplots examined. By default, PLOT_STATUS_CD = 1 plots have all 4 subplots examined.


5. \Data\Seedling.csv: CSV file containing paired microplot information relating to seedlings.

Variables include:

F_SUBP & Q_SUBP = The number assigned to the subplot. The national plot design (PLOT.DESIGNCD = 1) has subplot number values of 1 through 4.

F_CONDID & Q_CONDID = The unique identifying number assigned to a condition on which the seedling(s) is located, and is defined in the Condition.csv file.

F_SPECIES & Q_SPECIES = An FIA species code identifying the tree species of the seedling count. See CODES_species.csv for a list and description of these codes, but note that this information was pulled directly from the information provided in Appendix F in Burrill et al. 2010, which points to the REF_SPECIES table in the FIA DataMart.

F_GENUS & Q_GENUS = An FIA species code identifying the tree genus of the seedling count. See CODES_species.csv for a list and description of these codes, but note that this information was pulled directly from the information provided in Appendix F in Burrill et al. 2010, which points to the REF_SPECIES table in the FIA DataMart.

F_TREECOUNT & Q_TREECOUNT = The number of live seedlings (DIA < 1.0 inches) present on the microplot by species and condition class.


6. \Data\Subplot.csv: CSV file containing paired subplot level information.

Variables include:

SUBP = The number assigned to the subplot. The national plot design (PLOT.DESIGNCD = 1) has subplot number values of 1 through 4.

F_SUBPCOND & Q_SUBPCOND = The unique identifying number assigned to a condition at the center of the subplot.

F_MICRCOND & Q_MICRCOND = The unique identifying number assigned to a condition at the center of the microplot.

F_SUBP_STATUS & Q_SUBP_STATUS = A code indicating whether or not forest land was sampled on the subplot/macroplot. May be blank (null) in periodic inventories and where SUBP >4.
1 = Sampled, at least one accessible forest land condition present
2 = Sampled, no accessible forest land condition present
3 = Nonsampled, possibility of forest land

F_SLOPE & Q_SLOPE = The predominant or average angle of the slope across the subplot, to the nearest 1 percent. Valid values are 0 through 155.

F_ASPECT & Q_ASPECT = The aspect across the subplot, to the nearest 1 degree. Aspect is measured by sighting along the direction used to determine slope.

F_WATERDEP & Q_WATERDEP = The approximate depth in feet of water or snow covering the subplot. Not collected for certain FIA work units in 1999 (SURVEY.RSCD = 23, 24).


7. \Data\Tree.csv: CSV file containing tree level information.

Variables include:

F_CONDID & Q_CONDID = Unique identifying number assigned to a condition on which the tree is located.

F_SUBP & Q_SUBP = The number assigned to the subplot. The national plot design (PLOT.DESIGNCD = 1) has subplot number values of 1 through 4.

F_TREE & Q_TREE = A number used to uniquely identify a tree on a subplot.

F_SPCD & Q_SPCD = FIA tree species code. See CODES_species.csv for a list and description of these codes, but note that this information was pulled directly from the information provided in Appendix F in Burrill et al. 2010, which points to the REF_SPECIES table in the FIA DataMart.

F_DIA & Q_DIA = Diameter of tree at breast height, in inches.

F_AZIMUTH & Q_AZIMUTH = The azimuth, to the nearest degree, from the subplot, microplot, or macroplot plot center to the farthest left point (facing the contrasting condition class) where the boundary intersects the subplot, microplot, or macroplot plot circumference.

F_DIST = The distance of the tree from plot center FC team, in feet.

Q_DIST = The distance of the tree from plot center QA team, in feet.

F_STATUSCD & Q_STATUSCD = Whether a sample tree is live, cut, or dead at the time of measurement
0 = no status
1 = live tree
2 = dead tree
3 = removed - cut and removed by direct human activity

F_DIAHTCD & Q_DIAHTCD = A code indicating the location at which diameter was measured.
1 = diameter measured at 1.37 meters
2 = diameter measured at the root collar

F_DIACHECK & Q_DIACHECK = A code indicating the reliability of the diameter measurement.
0 = diameter accurately measured
1 = diameter estimated
2 = diameter measured at different location than previous measurement

F_HT & Q_HT = Total length of a tree's main stem (includes broken portions), in feet.

F_HTCD & Q_HTCD = A code indicating how length (height) was determined beginning in PLOT.
1 = field measured (total and actual length)
2 = total length visually estimated in the field, actual length measured
3 = total and actual lengths are visually estimated
4 = estimated with a model

F_ACTUALHT & Q_ACTUALHT = The total length of a tree to the highest standing portion, in feet.

F_TREECLCD & Q_TREECLCD = General quality of live and dead trees rated as growing stock, cull, and rotten cull.
2 = growing stock
3 = rough cull
4 = rotten cull

F_CR & Q_CR = The percent of the tree bole supporting live, healthy foliage (the crown is ocularly compacted to fill in gaps) when compared to actual length (ACTUALHT).

F_CCLCD & Q_CCLCD = General quality of live and dead trees rated as growing stock, cull, and rotten cull.
1 = open grown
2 = dominant
3 = codominant
4 = intermediate
5 = overtopped

F_TREEGRCD & Q_TREEGRCD = Merchantable quality of saw timber-sized trees
1 = grade 1
2 = grade 2
3 = grade 3
4 = grade 4
5 = grade 5

F_AGENTCD & Q_AGENTCD = Cause of Death
00 = no agent recorded
10 = insect
20 = disease
30 = fire
40 = animal
50 = weather
60 = vegetation (e.g., suppression)
70 = unknown
80 = silvicultural or land clearing activity

F_DECAYCD & Q_DECAYCD = Stage of decay in a standing dead tree
1 = All limbs and branches are present; the top of the crown is still present; all bark remains; sapwood is intact, with minimal decay; heartwood is sound and hard.
2 = There are few limbs and no fine branches; the top may be broken; a variable amount of bark remains; sapwood is sloughing with advanced decay; heartwood is sound at base but beginning to decay in the outer part of the upper bole.
3 = Only limb stubs exist; the top is broken; a variable amount of bark remains; sapwood is sloughing; heartwood has advanced decay in upper bole and is beginning at the base.
4 = Few or no limb stubs remain; the top is broken; a variable amount of bark remains; sapwood is sloughing; heartwood has advanced decay at the base and is sloughing in the upper bole.
5 = No evidence of branches remains; the top is broken; <20 percent of the bark remains; sapwood is gone; heartwood is sloughing throughout.

F_WDLDSTEM & Q_WDLDSTEM = Number of live and dead stems measured at the root collar used to calculate diameter
1 = 1 stem
2 = 2 stem
3 = 3 stem
4 = 4 stem
5 = 5 stem

F_MORTYR & Q_MORTYR = The estimated year in which a remeasured tree died or was cut.

F_SALVCD & Q_SALVCD = A standing or down dead tree categorized as merchantable or non-merchantable
0 = dead not salvable
1 = dead salvable

F_UNCRCD & Q_UNCRCD = Percentage determined by dividing the live crown length (including gaps) by the actual tree length.

F_CPOSCD & Q_CPOSCD = Relative position of each tree in relation to the overstory canopy
1 = superstory
2 = overstory
3 = understory

F_CLIGHTCD & Q_CLIGHTCD = Amount of light being received by the tree crown
0 = receives no direct sunlight because it is shaded by adjacent trees or other vegetation
1 = receives full light from the top or 1 side
2 = receives full light from the top and 1 side (or 2 sides without the top)
3 = receives full light from the top and 2 sides (or 3 sides without the top)
4 = receives full light from the top and 3 sides
5 = receives full light from the top and 4 sides

F_CVIGORCD & Q_CVIGORCD = Crown vigor of saplings between 2.5 and 12.5 centimeters diameter at breast height (DBH) or diameter at root collar (DRC)
1 = Saplings must have an uncompacted live crown ratio of 35 or higher, have <5 percent dieback (deer/rabbit browse is not considered as dieback but is considered missing foliage) and 80 percent or more of the foliage present is normal or at least 50 percent of each leaf is not damaged or missing. Twigs and branches that are dead because of normal shading are not included.
2 = Saplings do not meet class 1 or 3 criteria. They may have any uncompacted live crown ratio, may or may not have dieback and may have between 21 and 100 percent of the foliage classified as normal.
3 = Saplings may have any uncompacted live crown ratio and have 1 to 20 percent normal foliage or the percent of foliage missing combined with the percent of leaves that are over 50 percent damaged or missing should equal 80 percent or more of the live crown. Twigs and branches that are dead because of normal shading are not included. Code is also used for saplings that have no crown by definition.

F_CDENCD & Q_CDENCD = The amount of branches, foliage and reproductive structures that block light visibility through the crown, measured as a percentage.

F_CDIEBKCD & Q_CDIEBKCD = Amount of recent dead material in the upper and outer portion of the crown, measured as a percentage.

F_TRANSCD & Q_TRANSCD = Amount of light penetrating the foliated portion of the crown.

F_HTDMP & Q_HTDMP = This value is equal to the actual length, to the nearest 0.1 foot, from ground to the point of diameter measurement.

F_CULL_FLD & Q_CULL_FLD = Rotten/missing cull, field-recorded, measured as percentage.

F_RECONCILECD & Q_RECONCILECD = A code indicating the reason a tree either enters or is no longer a part of the inventory.
1 = ingrowth
2 = through growth
3 = missed live tree
4 = missed dead tree
5 = live tree shrank
6 = physical movement
7 = cruiser error
8 = procedural change
9 = nonsampled area

F_STANDING_DEAD_CD & Q_STANDING_DEAD_CD = An indication if a tree qualifies as standing dead.
0 = tree is not standing dead
1 = tree is a standing dead tree


8. \Data\TreeVolume.csv: CSV file containing paired tree level information including basal area, biomass, and volume calculations.

Variables include:

F_PLT_CN & Q_PLT_CN = Plot Sequence Number

F_TRE_CN & Q_TRE_CN = Tree Sequence Number

SUBP = An identifier for a subplot. Along with STATECD, INVYR, UNITCD, COUNTYCD and/or some other combinations of variables, PLOT may be used to uniquely identify a subplot.

OWNGRPCD = A code indicating the ownership group of the land for the condition.
10 = Forest Service
20 = Other federal
30 = State and local government
40 = Private

FORTYPCD = A code indicating the forest type, assigned by the field crew, based on the tree species or species groups forming a plurality of all live stocking. These codes are defined in Appendix D. Forest Type Codes and Names in Burrill et al. (2021).

FORTYPGRP = A code indicating the forest type group. These codes are defined in Appendix D. Forest Type Codes and Names in Burrill et al. (2021).

STDAGE = Estimated age of the forest stand as determined by the field crew.

STDSZCD = A classification of the predominant (based on stocking) diameter class of live trees within the condition assigned using an algorithm.
1 = large diameter stands
2 = medium diameter stands
3 = small diameter stands
5 = nonstocked

F_CONDID & Q_CONDID = Unique identifying number assigned to a condition on which the tree is located.

F_VOL_LOC_GRP & Q_VOL_LOC_GRP = An identifier indicating the equations used for calculations of volume, biomass, site index, etc.

F_BALIVE & Q_BALIVE = Basal area in square feet per acre of all live trees >=1.0 inch DBH/DRC. sampled in the condition.

F_SITREE & Q_SITREE = Calculated site index. Computed for every tree.

F_TREE & Q_TREE = A number used to uniquely identify a tree on a subplot.

F_SPCD & Q_SPCD = FIA tree species code

F_DIA & Q_DIA = Diameter of tree at breast height

F_BA_TREE & Q_BA_TREE = Calculated basal of the tree based on tree diameter

F_HT & Q_HT = Total length of a tree's main stem (includes broken portions)

F_ACTUALHT & Q_ACTUALHT = The total length of a tree to the highest standing portion

F_SAWHT & Q_SAWHT = The length (height) of a tree, recorded to a 7-inch top (9-inch for hardwoods), where at least one 8-foot log, merchantable or not, is present.

F_BOLEHT & Q_BOLEHT = The length between the 1-foot stump and the 4.0-inch top diameter of outside bark (DOB), where at least one 4-foot section is present. For annual inventories, this attribute is a calculated, modeled value.

F_CR & Q_CR = The percent of the tree bole supporting live, healthy foliage (the crown is ocularly compacted to fill in gaps) when compared to actual length (ACTUALHT).

F_WDLDSTEM & Q_WDLDSTEM = Number of live and dead stems measured at the root collar used to calculate diameter

F_TREECLCD & Q_TREECLCD = General quality of live and dead trees rated as growing stock, cull, and rotten cull

F_VOLCFGRS & Q_VOLCFGRS = Gross cubic-foot volume in the central stem of sample trees greater than or equal to 5.0 inches DBH from a 1-foot stump to a minimum 4-inch top.

F_VOLCSGRS & Q_VOLCSGRS = Gross cubic-foot volume in the sawlog portion of a sawtimber tree.

F_VOLBFGRS & Q_VOLBFGRS = Gross board-foot volume (International 1/4-inch rule) in the sawlog portion of a sawtimber tree.

F_VOLCFNET & Q_VOLCFNET = Net cubic-foot volume of wood in the central stem of a sample tree >= 5.0 inches DBH, from a 1-foot stump to a minimum 4-inch top diameter. Does not include volume loss due to rotten, missing, and form cull defect.

F_VOLCSNET & Q_VOLCSNET = Net cubic-foot volume in the sawlog portion of a sawtimber tree. The net volume of wood in the central stem of a timber species tree of sawtimber size (9.0 inches DBH minimum for softwoods, 11.0 inches DBH minimum for hardwoods), from a 1-foot stump to a minimum top diameter, (7.0 inches for softwoods, 9.0 inches for hardwoods). Does not include volume loss due to rotten, missing, and form cull defect.

F_VOLBFNET & Q_VOLBFNET = Net board-foot (International ¼-inch Rule) volume of wood in the central stem of a timber species tree of sawtimber size (9.0 inches DBH minimum for softwoods, 11.0 inches DBH minimum for hardwoods), from a 1-foot stump to a minimum top diameter (7.0 inches for softwoods, 9.0 inches for hardwoods). Does not include volume loss due to rotten, missing, and form cull defect.

F_VOLCFSND & Q_VOLCFSND = Sound cubic-foot volume. For timber species (trees where the diameter is measured at breast height [DBH]), the volume of sound wood in the central stem of a sample tree >= 5.0 inches DBH, from a 1-foot stump to a minimum 4-inch top diameter. Volume loss due to rotten and missing cull defect has been deleted.

F_DRYBIOT & Q_DRYBIOT = Regional dry total tree biomass. The total aboveground biomass, in pounds, of a sample tree >=1.0 inch DBH/DRC., including all tops and limbs (but excluding foliage).

F_DRYBIOM & Q_DRYBIOM = Regional dry merchantable stem biomass. The total gross biomass, in pounds, in the merchantable stem of a sample tree >=5.0 inches DBH/DRC.



SUPPLEMENTAL FILES (1)

1. \Supplements\Map_study_area.pdf: Portable Document Format file containing a map of the Forest Inventory and Analysis (FIA) plots in the northeastern United States that were visited by both field crews and quality assurance (QA) crews and that included at least one tree, sapling or seedling. In forested areas, there is one FIA plot per approximately 2.400 hectares, with greater sampling intensities in some states and national forests.
Entity_and_Attribute_Detail_Citation:
Burrill, Elizabeth A.; DiTommaso, Andrea M.; Turner, Jeffery A.; Pugh, Scott A.; Christensen, Glenn; Perry, Carol J.; Conkling, Barbara L. 202107. The Forest Inventory and Analysis Database: database description and user guide for phase 2 (version 9.0.1). Washington D.C.: USDA Forest Service. 1026 p. https://www.fia.fs.usda.gov/library/database-documentation

Yanai, Ruth D.; Young, Alexander R.; Campbell, John L.; Westfall, James A.; Barnett, Charles J.; Dillon, Gretchen A.; Green, Mark B.; Woodall, Christopher W. 2022. Measurement uncertainty in a national forest inventory: results from the Northern Region of the USA. Canadian Journal of Forest Research. November 2022. https://doi.org/10.1139/cjfr-2022-0062
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Distribution_Information:
Distributor:
Contact_Information:
Contact_Organization_Primary:
Contact_Organization: USDA Forest Service, Research and Development
Contact_Position: Research Data Archivist
Contact_Address:
Address_Type: mailing and physical
Address: 240 West Prospect Road
City: Fort Collins
State_or_Province: CO
Postal_Code: 80526
Country: USA
Contact_Voice_Telephone: see Contact Instructions
Contact Instructions: This contact information was current as of January 2023. For current information see Contact Us page on: https://doi.org/10.2737/RDS.
Resource_Description: RDS-2022-0056
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Metadata documents have been reviewed for accuracy and completeness. Unless otherwise stated, all data and related materials are considered to satisfy the quality standards relative to the purpose for which the data were collected. However, neither the author, the Archive, nor any part of the federal government can assure the reliability or suitability of these data for a particular purpose. The act of distribution shall not constitute any such warranty, and no responsibility is assumed for a user's application of these data or related materials.

The metadata, data, or related materials may be updated without notification. If a user believes errors are present in the metadata, data or related materials, please use the information in (1) Identification Information: Point of Contact, (2) Metadata Reference: Metadata Contact, or (3) Distribution Information: Distributor to notify the author or the Archive of the issues.
Standard_Order_Process:
Digital_Form:
Digital_Transfer_Information:
Format_Name: CSV
Format_Version_Number: see Format Specification
Format_Specification:
Comma-separated values file
File_Decompression_Technique: Files zipped with 7-Zip 19.0
Digital_Transfer_Option:
Online_Option:
Computer_Contact_Information:
Network_Address:
Network_Resource_Name: https://doi.org/10.2737/RDS-2022-0056
Digital_Form:
Digital_Transfer_Information:
Format_Name: PDF
Format_Version_Number: see Format Specification
Format_Specification:
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File_Decompression_Technique: Files zipped with 7-Zip 19.0
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Metadata_Reference_Information:
Metadata_Date: 20230126
Metadata_Contact:
Contact_Information:
Contact_Organization_Primary:
Contact_Organization: State University of New York College of Environmental Science and Forestry
Contact_Person: Ruth D. Yanai
Contact_Position: Professor
Contact_Address:
Address_Type: mailing and physical
Address: 1 Forestry Drive
City: Syracuse
State_or_Province: NY
Postal_Code: 13210
Country: USA
Contact_Electronic_Mail_Address: rdyanai@esf.edu
Metadata_Contact:
Contact_Information:
Contact_Organization_Primary:
Contact_Organization: USDA Forest Service, Northern Research Station, Forest Inventory and Analysis
Contact_Person: Chuck Bartnett
Contact_Position: Biological Scientist
Contact_Address:
Address_Type: mailing and physical
Address: 271 Mast Road
City: Durham
State_or_Province: NH
Postal_Code: 03824
Country: USA
Contact_Voice_Telephone: 603-868-7620
Contact_Electronic_Mail_Address: charles.barnett@usda.gov
Metadata_Standard_Name: FGDC Biological Data Profile of the Content Standard for Digital Geospatial Metadata
Metadata_Standard_Version: FGDC-STD-001.1-1999
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