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Data from: Monitoring standing herbaceous biomass and thresholds in semiarid rangelands from harmonized Landsat 8 and Sentinel-2 imagery to support within-season adaptive management

dataset
posted on 2023-11-30, 11:02 authored by Sean KearneySean Kearney

Tabular data from the manuscript "Monitoring standing herbaceous biomass and thresholds in semiarid rangelands from harmonized Landsat 8 and Sentinel-2 imagery to support within-season adaptive management" published in the journal Remote Sensing of Environment. Data are plot-scale values of (1) ground-sampled herbaceous standing biomass estimated using visual obstruction (VO) methods, (2) ground sampled percent cover by vegetation type using the line-point intercept (LPI) method, (3) percent midgrass derived from hyperspectral aerial imagery (1 m) collected by the NEON AOP (see Gaffney et al. 2021 cited within the manuscript), and (4) satellite-derived indices and bands. Only seasonal data used to develop the standing biomass model is included. The bounding box coordinates of each plot are also included.


Resources in this dataset:

  • Resource Title: Tabular ground and satellite-derived data.

    File Name: Kearney_Biomass_from_HLS_data.csv

    Resource Description: Seasonal plot-scale tabular ground and satellite-derived data along with four fields (minx, miny, etc.) for the bounding box of the plots (EPSG:32613 - UTM 13N, WGS 84). Data includes (1) ground-sampled biomass estimate using visual obstruction (VO) poles, (2) ground sampled vegetation cover estimated using the line-point intercept (LPI) method, (3) percent mid-grass estimated from a plant community map derived from hyperspectral aerial imagery (1 m) acquired by the NEON AOP, (4) satellite-derived indices and bands interpolated daily from the Harmonized Landsat-Sentinel (HLS) dataset (30 m). See Metadata_column_headers.csv for descriptions of the fields (columns) in this dataset.


  • Resource Title: Metadata: Description of column headers for tabular dataset.

    File Name: Kearney_Biomass_from_HLS_data_metadata.csv

    Resource Description: Descriptions of each field (column) in the tabular dataset.

Funding

Agricultural Research Service, 3012-21610-001-00D

History

Data contact name

Kearney, Sean

Data contact email

sean.kearney@usda.gov

Publisher

Ag Data Commons

Intended use

To enable replication of standing biomass model development and for development/validation of new and existing models.

Temporal Extent Start Date

2013-06-12

Temporal Extent End Date

2020-10-05

Frequency

  • irregular

Theme

  • Not specified

Geographic Coverage

{"type":"FeatureCollection","features":[{"geometry":{"type":"Polygon","coordinates":[[[-104.78842163924,40.800296198063],[-104.79006960522,40.869287735048],[-104.68343352433,40.869703138693],[-104.68240359798,40.801647612446],[-104.78842163924,40.800296198063]]]},"type":"Feature","properties":{}}]}

Geographic location - description

Central Plains Experimental Range, CO

ISO Topic Category

  • biota
  • geoscientificInformation
  • imageryBaseMapsEarthCover

Ag Data Commons Group

  • Central Plains Experimental Range
  • Long-Term Agroecosystem Research

National Agricultural Library Thesaurus terms

monitoring; rangelands; Landsat; adaptive management; remote sensing; vegetation types; models; aboveground biomass; ecology; Long-Term Agroecosystem Research Network

OMB Bureau Code

  • 005:18 - Agricultural Research Service

OMB Program Code

  • 005:040 - National Research

ARS National Program Number

  • 215

Primary article PubAg Handle

Pending citation

  • No

Public Access Level

  • Public

Preferred dataset citation

Kearney, Sean (2022). Data from: Monitoring standing herbaceous biomass and thresholds in semiarid rangelands from harmonized Landsat 8 and Sentinel-2 imagery to support within-season adaptive management. Ag Data Commons. https://doi.org/10.15482/USDA.ADC/1526411