Paired quality assurance and operational field data from the northern region of the U.S. Forest Inventory and Analysis program
Metadata:
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Identification_Information:
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Citation:
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Citation_Information:
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Originator: Barnett, Charles J.
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Originator: Young, Alexander R.
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Publication_Date: 2023
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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
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Description:
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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.
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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.
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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.
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Time_Period_of_Content:
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Time_Period_Information:
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Range_of_Dates/Times:
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Beginning_Date: 2010
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Ending_Date: 2017
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Currentness_Reference:
- Ground condition
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Status:
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Progress: Complete
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Maintenance_and_Update_Frequency: None planned
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Spatial_Domain:
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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.
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Bounding_Coordinates:
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West_Bounding_Coordinate: -104.04320
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East_Bounding_Coordinate: -67.16894
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North_Bounding_Coordinate: 49.19354
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South_Bounding_Coordinate: 36.17967
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Bounding_Altitudes:
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Altitude_Minimum: 0
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Altitude_Maximum: 6810
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Altitude_Distance_Units: feet
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Keywords:
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Theme:
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Theme_Keyword_Thesaurus: ISO 19115 Topic Category
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Theme_Keyword: biota
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Theme_Keyword: planningCadastre
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Theme:
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Theme_Keyword_Thesaurus: National Research & Development Taxonomy
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Theme_Keyword: Ecology, Ecosystems, & Environment
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Theme_Keyword: Inventory, Monitoring, & Analysis
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Theme_Keyword: Assessments
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Theme_Keyword: Monitoring
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Theme_Keyword: Resource inventory
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Theme:
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Theme_Keyword_Thesaurus: None
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Theme_Keyword: quality assurance
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Theme_Keyword: quality control
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Theme_Keyword: field crew
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Theme_Keyword: measurement error
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Place:
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Place_Keyword_Thesaurus: None
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Place_Keyword: Connecticut
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Place_Keyword: Delaware
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Place_Keyword: Illinois
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Place_Keyword: Indiana
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Place_Keyword: Iowa
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Place_Keyword: Kansas
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Place_Keyword: Maine
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Place_Keyword: Maryland
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Place_Keyword: Massachusetts
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Place_Keyword: Michigan
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Place_Keyword: Minnesota
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Place_Keyword: Missouri
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Place_Keyword: Nebraska
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Place_Keyword: New Hampshire
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Place_Keyword: New Jersey
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Place_Keyword: New York
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Place_Keyword: North Dakota
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Place_Keyword: Ohio
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Place_Keyword: Pennsylvania
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Place_Keyword: Rhode Island
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Place_Keyword: South Dakota
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Place_Keyword: Vermont
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Place_Keyword: West Virginia
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Place_Keyword: Wisconsin
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Access_Constraints: None
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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
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Browse_Graphic:
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Browse_Graphic_File_Name:
\Supplements\Map_study_area.pdf
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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.
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Browse_Graphic_File_Type: PDF
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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
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Cross_Reference:
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Citation_Information:
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Originator: Yanai, Ruth D.
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Originator: Young, Alexander R.
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Originator: Campbell, John L.
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Originator: Westfall, James A.
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Originator: Barnett, Charles J.
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Originator: Dillon, Gretchen A.
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Originator: Green, Mark B.
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Originator: Woodall, Christopher W.
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Publication_Date: 2022
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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
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Cross_Reference:
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Citation_Information:
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Originator: Gormanson, Dale D.
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Originator: Pugh, Scott A.
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Originator: Barnett, Charles J.
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Originator: Miles, Patrick D.
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Originator: Morin, Randall S.
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Originator: Sowers, Paul A.
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Originator: Westfall, James A.
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Publication_Date: 2017
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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
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Cross_Reference:
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Citation_Information:
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Originator: Pollard, James E.
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Originator: Westfall, James A.
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Originator: Patterson, Paul L.
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Originator: Gartner, David L.
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Originator: Hansen, Mark
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Originator: Kuegler, Olaf
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Publication_Date: 2006
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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
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Cross_Reference:
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Citation_Information:
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Originator: U.S. Department of Agriculture, Forest Service, Northern Research Station
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Publication_Date: 2019
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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:
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Attribute_Accuracy:
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Attribute_Accuracy_Report:
- Data are obtained from Forest Inventory and Analysis database and assumed accurate.
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Logical_Consistency_Report:
- The data are logically consistent. The consistency was verified as part of the quality assurance that occurred during data analysis.
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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.
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Lineage:
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Methodology:
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Methodology_Type: Field
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Methodolgy_Identifier:
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Methodolgy_Keyword_Thesaurus:
- None
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Methodology_Keyword: field crews
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Methodology_Keyword: quality assurance crew
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Methodology_Keyword: Northern Region
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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.
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Methodology_Citation:
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Citation_Information:
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Originator: Burrill, Elizabeth A.
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Originator: DiTommaso, Andrea M.
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Originator: Turner, Jeffery A.
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Originator: Pugh, Scott A.
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Originator: Christensen, Glenn
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Originator: Perry, Carol J.
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Originator: Conkling, Barbara L.
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Publication_Date: 202107
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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
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Methodology_Citation:
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Citation_Information:
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Originator: Yanai, Ruth D.
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Originator: Young, Alexander R.
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Originator: Campbell, John L.
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Originator: Westfall, James A.
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Originator: Barnett, Charles J.
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Originator: Dillon, Gretchen A.
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Originator: Green, Mark B.
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Originator: Woodall, Christopher W.
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Publication_Date: 2022
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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
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Source_Information:
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Source_Citation:
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Citation_Information:
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Originator: USDA Forest Service
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Publication_Date: 2021
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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
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Type_of_Source_Media: Online
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Source_Time_Period_of_Content:
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Time_Period_Information:
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Range_of_Dates/Times:
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Beginning_Date: 201010
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Ending_Date: 201704
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Source_Currentness_Reference:
- Ground Condition
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Source_Citation_Abbreviation:
- FIA DataMart
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Source_Contribution:
- SQL queries were used to obtain tree-level, plot-level, and subplot-level data from the FIADB database.
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Process_Step:
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Process_Description:
- See methodology section for these details.
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Process_Date: Unknown
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Spatial_Reference_Information:
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Horizontal_Coordinate_System_Definition:
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Geographic:
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Latitude_Resolution: 0.00000100
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Longitude_Resolution: 0.00000100
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Geographic_Coordinate_Units: Decimal Degrees
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Geodetic_Model:
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Horizontal_Datum_Name: North American Datum of 1983
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Ellipsoid_Name: Geodetic Reference System 80
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Semi-major_Axis: 6378137.0000
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Denominator_of_Flattening_Ratio: 298.25722210
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Entity_and_Attribute_Information:
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Overview_Description:
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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.
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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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Contact_Organization: USDA Forest Service, Research and Development
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Contact_Position: Research Data Archivist
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Address_Type: mailing and physical
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Address: 240 West Prospect Road
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City: Fort Collins
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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.
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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.
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Metadata_Date: 20230126
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Contact_Organization: State University of New York College of Environmental Science and Forestry
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Contact_Person: Ruth D. Yanai
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Contact_Position: Professor
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Address_Type: mailing and physical
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Address: 1 Forestry Drive
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City: Syracuse
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State_or_Province: NY
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Postal_Code: 13210
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Contact_Information:
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Contact_Organization: USDA Forest Service, Northern Research Station, Forest Inventory and Analysis
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Contact_Person: Chuck Bartnett
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Contact_Position: Biological Scientist
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Contact_Address:
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Address_Type: mailing and physical
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Address: 271 Mast Road
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City: Durham
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State_or_Province: NH
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Postal_Code: 03824
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Country: USA
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Contact_Voice_Telephone: 603-868-7620
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Contact_Electronic_Mail_Address:
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