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
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, SeanData contact email
sean.kearney@usda.govPublisher
Ag Data CommonsIntended use
To enable replication of standing biomass model development and for development/validation of new and existing models.Temporal Extent Start Date
2013-06-12Temporal Extent End Date
2020-10-05Frequency
- 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, COISO 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 NetworkOMB 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