Field observations for "A carbon monitoring system for mapping regional, annual aboveground biomass across the northwestern USA"
Metadata:
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Identification_Information:
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Citation:
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Citation_Information:
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Originator: Fekety, Patrick A.
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Originator: Hudak, Andrew T.
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Originator: Bright, Benjamin C.
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Publication_Date: 2020
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Title:
Field observations for "A carbon monitoring system for mapping regional, annual aboveground biomass across the northwestern USA"- 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-2020-0026
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Description:
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Abstract:
- These data represent a portion of the forest inventory data used in Hudak et al. (2020) "A carbon monitoring system for mapping regional, annual aboveground biomass across the northwestern USA". This study used forest inventory data located in lidar units along with Landsat data, topographic metrics, and climate metrics to create maps of forested biomass across the northwestern USA (Washington, Oregon, Idaho, and western Montana.) The data requirements for inclusion in this study included: 1. fixed-area plots, 2. plots centers were recorded using a global navigation satellite system receiver (e.g., a GPS receiver) capable of differential correction, and 3. plots were located in a lidar unit where tree data were collected within 3 years of the lidar collection. A shapefile of the lidar units can be found in Fekety and Hudak (2020, https://doi.org/10.3334/ORNLDAAC/1766). The forest inventory data presented here (n = 2,680 plots) include all data that could be made publicly available and have been compiled from numerous existing datasets. The forest inventory data were collected using project-specific sampling plans and therefore these data have been formatted to be read by the Forest Vegetation Simulator (FVS; https://www.fs.usda.gov/fvs/). The forest inventory data in this dataset were collected between 2002 and 2017 and located in Idaho, Oregon, and Washington, USA.
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Purpose:
- These data were used in combination with lidar, topographic, and climate datasets to create annual aboveground biomass maps across the northwestern United States for the years 2000-2016.
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Supplemental_Information:
- These data were published on 04/29/2020. Minor metadata updates were made On 04/18/2024.
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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: 2002
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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:
- These data were measured in the northwestern United States: Washington, Oregon, and Idaho.
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Bounding_Coordinates:
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West_Bounding_Coordinate: -124.42690
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East_Bounding_Coordinate: -115.02440
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North_Bounding_Coordinate: 48.98967
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South_Bounding_Coordinate: 42.10223
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Bounding_Altitudes:
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Altitude_Minimum: 80
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Altitude_Maximum: 7224
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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:
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Theme_Keyword_Thesaurus: National Research & Development Taxonomy
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Theme_Keyword: Inventory, Monitoring, & Analysis
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Theme_Keyword: Assessments
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Theme:
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Theme_Keyword_Thesaurus: None
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Theme_Keyword: carbon
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Theme_Keyword: biomass
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Theme_Keyword: vegetation
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Theme_Keyword: forest
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Theme_Keyword: monitoring
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Theme_Keyword: mapping
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Theme_Keyword: carbon monitoring system
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Theme_Keyword: NASA
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Theme_Keyword: lidar
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Theme_Keyword: Landsat
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Theme_Keyword: remote sensing
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Place:
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Place_Keyword_Thesaurus: None
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Place_Keyword: northwestern United States
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Place_Keyword: Washington
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Place_Keyword: Oregon
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Place_Keyword: Idaho
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Taxonomy:
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Keywords/Taxon:
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Taxonomic_Keyword_Thesaurus:
- None
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Taxonomic_Keywords: multiple species
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Taxonomic_Keywords: plants
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Taxonomic_System:
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Classification_System/Authority:
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Classification_System_Citation:
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Citation_Information:
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Originator: USDA, NRCS
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Publication_Date: 2020
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Title:
The PLANTS Database- Geospatial_Data_Presentation_Form: database
- Publication_Information:
- Publication_Place: Greensboro, NC 27401-4901 USA
- Publisher: National Plant Data Team
- Other_Citation_Details:
- 10 April 2020
- Online_Linkage: http://plants.usda.gov
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Classification_System_Modifications:
- Species codes provided in data are defined in this database, or see \Supplements\SpeciesCodes.csv for a list of codes and associated scientific names.
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Taxonomic_Procedures:
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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:
Fekety, Patrick A.; Hudak, Andrew T.; Bright, Benjamin C. 2020. Field observations for "A carbon monitoring system for mapping regional, annual aboveground biomass across the northwestern USA". Fort Collins, CO: Forest Service Research Data Archive. https://doi.org/10.2737/RDS-2020-0026
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Point_of_Contact:
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Contact_Information:
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Contact_Person_Primary:
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Contact_Person: Andew T. Hudak
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Contact_Organization: USDA Forest Service, Rocky Mountain Research Station
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Contact_Position: Research Forester
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Contact_Address:
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Address_Type: mailing and physical
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Address: 1221 South Main Street
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City: Moscow
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State_or_Province: ID
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Postal_Code: 83843
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Country: USA
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Contact_Voice_Telephone: 208-883-2327
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Contact_Electronic_Mail_Address:
andrew.hudak@usda.gov
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Contact Instructions: This contact information was current as of original publication date. For current information see Contact Us page on: https://doi.org/10.2737/RDS.
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Data_Set_Credit:
- Funding was provided by National Aeronautics and Space Administration Carbon Monitoring System (NASA CMS) grant NNH15AZ06I. USDA Forest Service, Rocky Mountain Research Station also provided support.
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Cross_Reference:
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Citation_Information:
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Originator: Hudak, Andrew T.
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Originator: Fekety, Patrick A.
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Originator: Kane, Van R.
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Originator: Kennedy, Robert E.
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Originator: Filippelli, Steven K.
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Originator: Falkowski, Michael J.
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Originator: Tinkham, Wade T.
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Originator: Smith, Alistair M.S.
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Originator: Crookston, Nicholas L.
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Originator: Domke, Grant M.
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Originator: Corrao, Mark V.
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Originator: Bright, Benjamin C.
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Originator: Churchill, Derek J.
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Originator: Gould, Peter J.
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Originator: McGaughey, Robert J.
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Originator: Kane, Jonathan T.
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Originator: Dong, Jinwei
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Publication_Date: 2020
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Title:
A carbon monitoring system for mapping regional, annual aboveground biomass across the northwestern USA- Geospatial_Data_Presentation_Form: journal article
- Series_Information:
- Series_Name: Environmental Research Letters
- Issue_Identification: 15: 095003
- Online_Linkage: https://doi.org/10.1088/1748-9326/ab93f9
- Online_Linkage: https://www.fs.usda.gov/research/treesearch/60805
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Cross_Reference:
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Citation_Information:
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Originator: Fekety, Patrick A.
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Originator: Hudak, Andrew T.
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Publication_Date: 2020
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Title:
LiDAR-derived forest aboveground biomass maps, northwestern USA, 2002-2016- Geospatial_Data_Presentation_Form: raster digital data
- Publication_Information:
- Publication_Place: Oak Ridge, Tennessee, USA
- Publisher: ORNL DAAC
- Online_Linkage: https://doi.org/10.3334/ORNLDAAC/1766
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Analytical_Tool:
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Analytical_Tool_Description:
- Forest Vegetation Simulator (FVS): forest growth simulation model. It simulates forest vegetation change in response to natural succession, disturbances, and management. It recognizes all major tree species and can simulate nearly any type of management or disturbance at any time during the simulation. Outputs include tree volumes, biomass, density, canopy cover, harvest yields, fire effects, etc.
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Tool_Access_Information:
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Online_Linkage:
https://www.fs.usda.gov/fvs/
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Tool_Access_Instructions:
- See website for access to software and documentation.
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Tool_Citation:
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Citation_Information:
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Originator: U.S. Department of Agriculture, Forest Service, Forest Management Service Center (FMSC)
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Publication_Date: Unknown
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Title:
Forest Vegetation Simulator- Geospatial_Data_Presentation_Form: model
- Publication_Information:
- Publication_Place: Washington, DC
- Publisher: U.S. Department of Agriculture, Forest Service, Forest Management
- Online_Linkage: https://www.fs.usda.gov/fvs/
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Data_Quality_Information:
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Attribute_Accuracy:
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Attribute_Accuracy_Report:
- Field observations were gathered by various trained field personnel. Most measurements were estimated ocularly by field personnel. Plot locations were acquired using resource-grade GNSS receivers. These data were compiled and contributed from numerous stakeholders. An effort has been made to ensure that the data are accurate, however, unknown errors may still exist (e.g., typographical errors introduced during data entry).
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Completeness_Report:
- Not all fields are populated. Missing data have the entry "NA".
Some data (1,125 of 3,805 plots) used in Hudak et al. (2020), had distribution restrictions and are not included in this archived product. Data were withheld for various reasons such as the data were located on private land, were not collected using federal funds, or they were not in the public domain.
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Lineage:
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Methodology:
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Methodology_Type: Field
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Methodology_Description:
- The data requirements for inclusion in the Hudak et al. (2020) study included: 1. fixed-area plots, 2. plots centers were recorded using a global navigation satellite system receiver (e.g., a GPS receiver) capable of differential correction, and 3. plots were located in a lidar unit where tree data were collected within 3 years of the lidar collection. A shapefile of the lidar units can be found in Fekety and Hudak (2020, https://doi.org/10.3334/ORNLDAAC/1766).
The data presented here have been compiled to be processed by Forest Vegetation Simulator (FVS) software. Users of these data should be familiar with FVS and may need to reference FVS documentation to properly interpret the data. Users should consult "Essential FVS", the relevant variant overviews, and other source documents found on the FVS website (https://www.fs.usda.gov/fvs/documents/guides.shtml).
Plot and tree data were received from various federal, state, university, and private agencies and were processed to ensure that they could be read using the Forest Vegetation Simulator (FVS) software. (See \Supplements\ProjectSource.csv for information on data sources.) The amount of processing required depended on the dataset. For example, some datasets received from the USDA Forest Service were already in FVS-ready format and therefore required no additional processing; however, most needed additional processing. Below is brief description of some of the processing steps.
Plot data
• Assigned a unique STAND_ID identifier
• Projected plot locations to LATITUDE and LONGITUDE, if needed
• Assigned appropriate VARIANT code based on plot location
• Assigned LIDAR_UNIT and LIDAR_YEAR based on plot location
• Ensured SLOPE, ASPECT, and ELEVFT fields were populated based on plot location
• Populated sampling design fields (e.g., BASAL_AREA_FACTOR, INV_PLOT_SIZE, NUM_PLOTS)
• Assigned PV_CODE and PV_REF_CODE, if supporting data were available
Tree data
• Ensured STAND_ID identifier matched value in plot data
• Ensured tree count field was consistent with sampling design
• Assigned FVS-readable SPECIES codes, if needed
• Converted tree measurements (e.g., diamter at breast height [DBH], height[HT]) to English units, if needed
• Removed trees with DBH < 5.0 inches
For more details see Hudak et al. (2020).
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Methodology_Citation:
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Citation_Information:
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Originator: Hudak, Andrew T.
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Originator: Fekety, Patrick A.
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Originator: Kane, Van R.
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Originator: Kennedy, Robert E.
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Originator: Filippelli, Steven K.
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Originator: Falkowski, Michael J.
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Originator: Tinkham, Wade T.
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Originator: Smith, Alistair M.S.
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Originator: Crookston, Nicholas L.
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Originator: Domke, Grant M.
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Originator: Corrao, Mark V.
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Originator: Bright, Benjamin C.
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Originator: Churchill, Derek J.
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Originator: Gould, Peter J.
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Originator: McGaughey, Robert J.
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Originator: Kane, Jonathan T.
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Originator: Dong, Jinwei
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Publication_Date: 2020
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Title:
A carbon monitoring system for mapping regional, annual aboveground biomass across the northwestern USA- Geospatial_Data_Presentation_Form: journal article
- Series_Information:
- Series_Name: Environmental Research Letters
- Issue_Identification: 15: 095003
- Online_Linkage: https://doi.org/10.1088/1748-9326/ab93f9
- Online_Linkage: https://www.fs.usda.gov/research/treesearch/60805
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Methodology_Citation:
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Citation_Information:
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Originator: Fekety, Patrick A.
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Originator: Hudak, Andrew T.
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Publication_Date: 2020
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Title:
LiDAR derived forest aboveground biomass maps, northwestern USA, 2002-2016- Geospatial_Data_Presentation_Form: raster digital data
- Publication_Information:
- Publication_Place: Oak Ridge, Tennessee, USA
- Publisher: ORNL DAAC
- Online_Linkage: https://doi.org/10.3334/ORNLDAAC/1766
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Methodology_Citation:
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Citation_Information:
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Originator: Dixon, Gary E. comp.
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Publication_Date: 2002
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Title:
Essential FVS: A user’s guide to the Forest Vegetation Simulator- Geospatial_Data_Presentation_Form: document
- Publication_Information:
- Publication_Place: Fort Collins, CO
- Publisher: U.S. Department of Agriculture, Forest Service
- Other_Citation_Details:
- Revised January 7, 2020
- Online_Linkage: https://www.fs.usda.gov/fmsc/ftp/fvs/docs/gtr/EssentialFVS.pdf
- Online_Linkage: https://www.fs.usda.gov/fvs/documents/guides.shtml
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Process_Step:
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Process_Description:
- See methodology section for details.
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Process_Date: Unknown
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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 available in this data publication.
DATA FILES (2)
1. \Data\PlotData.csv: Comma-delimited ASCII text file containing field plot information. (This file should be viewed in conjunction with \Data\TreeData.csv.)
Variables include:
PROJECT - Name of project which data are associated
STAND_ID - Unique identifier describing the stand. Most plots are treated as individual stands.
PLOT_ID - Optional identifier describing the plot
LIDAR_UNIT - Name of lidar unit where the plot lies
LIDAR_YEAR - Year the lidar were collected
PLOT_TYPE - Description of the plot layout. Either "Fixed_Area" which is circular or "Fixed_Area_FIA" which follows the Forest Inventory Analysis plot layout.
VARIANT - The two character FVS variant identification code. When equations, such as those for tree growth, mortality, and volume, are developed for a specific geographic area and imbedded in the FVS framework, the resulting model is called a geographic variant of FVS. Variants relevant to this dataset are: BM – Blue Mountains, CA – Inland California and Southern Cascades, CI – Central Idaho, IE – Inland Empire, NC – Klamath Mountains, PN – Pacific Northwest Coast, SO – South Central Oregon and Northeast California, WC – Westside Cascades.
INV_YEAR - Inventory year
LATITUDE - Latitude in decimal degrees
LONGITUDE - Longitude in decimal degrees
STATE - Federal Information Processing Series (FIPS) state code
COUNTY - FIPS county code
REGION - USFS Region code
FOREST - USFS Forest code
DISTRICT - USFS Forest District Code
LOCATION - USFS Location Code
PV_CODE - Potential vegetation code. Refer to appropriate variant overview (FVS website: https://www.fs.usda.gov/fvs/documents/guides.shtml).
PV_REF_CODE - Potential vegetation reference code for the PV_CODE. Refer to appropriate variant overview (FVS website: https://www.fs.usda.gov/fvs/documents/guides.shtml).
AGE - Stand age in years
ASPECT - Aspect in degrees
SLOPE - Slope in percent
ELEVFT - Elevation in feet
BASAL_AREA_FACTOR - Basal area factor. A positive value is interpreted as a basal area factor and a negative value is interpreted as the inverse of a large-tree fixed area plot.
INV_PLOT_SIZE - The inverse of the small-tree fixed area plot in acres
BRK_DBH - Breakpoint DBH in inches between large and small tree plots
NUM_PLOTS - Number of plots per stand
NONSTK_PLOTS - Number of non-stockable plots
SAM_WT - Sampling Weight used to compute the average yield tables and other weighted averages (Often represents the stand size in acres)
STK_PCNT - Stockable percent. A value entered in this field will override the calculation based on number of plots stockable versus total number of plots
DG_TRANS - Diameter growth translation code (0=inside-bark previous growth diameter increment, 1=diameter measurement at beginning of growth period, 2=inside-bark subsequent growth diameter increment, 3=diameter measurement at the end of growth period)
DG_MEASURE - Diameter growth measurement period in years
HTG_TRANS - Height growth translation code (0= previous growth height increment, 1=height measurement at beginning of growth period, 2= subsequent growth height increment, 3=height measurement at the end of growth period)
HTG_MEASURE - Height growth measurement period in years
MORT_MEASURE - Mortality measurement period in years
COMMENTS_1 - Optional comments entered by field crew
COMMENTS_2 - Optional comments entered by field crew
COMMENTS_3 - Optional comments entered by field crew
COMMENTS_4 - Optional comments entered by field crew
2. \Data\TreeData.csv: Comma-delimited ASCII text file containing individual tree information. (This file should be viewed in conjunction with \Data\PlotData.csv.)
Variables include:
PROJECT - Name of project which data are associated
STAND_ID - Unique identifier describing the stand. Most plots are treated as individual stands.
STANDPLOT_ID - Identifier describing the stand-plot combination
PLOT_ID - Plot identification code
TREE_ID - Tree identification code
TREE_COUNT - Number indicating the number of trees represented by the entry
HISTORY - Life status code: 0-5 are live trees, 6 and 7 died during mortality observation, 8 and 9 died before mortality observation period
SPECIES - Species code recorded as USDA plant code (USDA 2020). The following non-USDA plant codes are used: OH – Other hardwood species, OS – Other softwood species, and OT – Other tree species.
DBH - Diameter breast height in inches
DG - Incremental diameter growth in inches
HT - Height in feet
HTG - Incremental height growth in feet
HTTOPK – Height to top kill. When the top of a tree is dead, height to top kill is the height (in feet) to the point where the tree top was killed. CRRATIO - Crown ratio
DAMAGE1 - Damage code 1. Refer to Essential FVS for damage and severity codes
SEVERITY1 - Severity for damage code 1. Refer to Essential FVS for damage and severity codes
DAMAGE2 - Damage code 2. Refer to Essential FVS for damage and severity codes
SEVERITY2 - Severity for damage code 2. Refer to Essential FVS for damage and severity codes
DAMAGE3 - Damage code 3. Refer to Essential FVS for damage and severity codes
SEVERITY3 - Severity for damage code 3. Refer to Essential FVS for damage and severity codes
TREEVALUE - Tree value code. Tree Value Class Code: 1 for desirable, 2 for acceptable, 8 for non-stockable and any other number is interpreted as a live cull
AGE - Age of the tree record. SLOPE - Slope Percentage on the plot where the tree was located
ASPECT - Aspect in degrees on the plot where the tree was located PV_CODE - The potential vegetation code on the plot where the tree was located. Refer to appropriate variant overview in Dixon (2002). TOPOCODE - Topographic position code: 1=bottom, 2=lower, 3=mid slope, 4=upper slope, and 5=ridge top, on the plot where the tree was located
SITEPREP - Site preparation code: Site Preparation code 1=none, 2=mechanical, 3=burn, and 4=road cuts/road fills/stockable road beds, on the plot where the tree was located
PV_REF_CODE - Potential vegetation reference code for the PV_CODE. Refer to appropriate variant overview in Dixon (2002).
CONDID - FIA condition identifier
CANOPY_BASE_HT - Canopy base height in feet
COMMENTS_1 - Optional comments entered by field crew
COMMENTS_2 - Optional comments entered by field crew
SUPPLEMENTAL FILES (2)
1. \Supplements\ProjectSource.csv: \Supplements Comma-delimited ASCII text file containing a list of projects and the data source for these data.
Variables include:
PROJECT - Name of project which data are associated
DATA_SOURCE - Description of who collected or contributed the data
2. \Supplements\SpeciesCodes.csv: \Supplements Comma-delimited ASCII text file containing a list of the species codes used in these data files and the associated scientific name (USDA 2020).
Variables include:
SPECIES_CODE - Species code recorded as USDA plant code (USDA 2020). The following non-USDA plant codes are used: OH – Other hardwood species, OS – Other softwood species, and OT – Other tree species.
SCIENTIFIC_NAME - Scientific name associated with species code
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Entity_and_Attribute_Detail_Citation:
- Hudak, Andrew T.; Fekety, Patrick A.; Kane, Van R.; Kennedy, Robert E.; Filippelli, Steven K.; Falkowski, Michael J.; Tinkham, Wade T.; Smith, Alistair M.S.; Crookston, Nicholas L.; Domke, Grant M.; Corrao, Mark V.; Bright, Benjamin C.; Churchill, Derek J.; Gould, Peter J.; McGaughey, Robert J.; Kane, Jonathan T.; Dong, Jinwei. 2020. A carbon monitoring system for mapping regional, annual aboveground biomass across the northwestern USA. Environmental Research Letters. 15: 095003. https://doi.org/10.1088/1748-9326/ab93f9 and https://www.fs.usda.gov/research/treesearch/60805
U.S. Department of Agriculture, Forest Service, Forest Management Service Center. 2020. Forest Vegetation Simulator (FVS) user guides. Retrieved from https://www.fs.usda.gov/fvs/documents/guides.shtml
USDA, NRCS. 2020. The PLANTS Database (http://plants.usda.gov, 10 April 2020). National Plant Data Team, Greensboro, NC 27401-4901 USA.
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Distribution_Information:
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Distributor:
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Contact_Information:
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Contact_Organization_Primary:
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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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Contact_Address:
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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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State_or_Province: CO
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Postal_Code: 80526
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Country: USA
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Contact_Voice_Telephone: see Contact Instructions
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Contact Instructions: This contact information was current as of April 2024. For current information see Contact Us page on: https://doi.org/10.2737/RDS.
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Resource_Description: RDS-2020-0026
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Distribution_Liability:
- 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.
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Standard_Order_Process:
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Digital_Form:
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Digital_Transfer_Information:
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Format_Name: ASCII
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Format_Version_Number: see Format Specification
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Format_Specification:
- Comma-delimited ASCII text file (CSV)
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Digital_Transfer_Option:
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Online_Option:
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Computer_Contact_Information:
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Network_Address:
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Network_Resource_Name:
https://doi.org/10.2737/RDS-2020-0026
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Fees: None
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Metadata_Reference_Information:
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Metadata_Date: 20240418
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Metadata_Contact:
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Contact_Information:
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Contact_Person_Primary:
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Contact_Person: Andew T. Hudak
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Contact_Organization: USDA Forest Service, Rocky Mountain Research Station
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Contact_Position: Research Forester
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Contact_Address:
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Address_Type: mailing and physical
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Address: 1221 South Main Street
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City: Moscow
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State_or_Province: ID
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Postal_Code: 83843
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Country: USA
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Contact_Voice_Telephone: 208-883-2327
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Contact_Electronic_Mail_Address:
andrew.hudak@usda.gov
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Contact Instructions: This contact information was current as of original publication date. For current information see Contact Us page on: https://doi.org/10.2737/RDS.
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Metadata_Standard_Name: FGDC Biological Data Profile of the Content Standard for Digital Geospatial Metadata
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Metadata_Standard_Version: FGDC-STD-001.1-1999
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