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Land Change Monitoring, Assessment, and Projection (LCMAP) CONUS Collection 1.2 Annual Land Cover and Land Cover Change Validation Tables (1985–2018) for the Conterminous United States
A validation assessment of Land Cover Monitoring, Assessment, and Projection Collection 1.2 annual land cover products (1985–2018) for the Conterminous United States was conducted with an independently collected reference dataset. Reference data land cover attributes were assigned by trained interpreters for each year of the time series (1984–2018) at to a reference sample of 26,971 Landsat resolution (30m x 30m) pixels. These pixels were selected from a sample frame of all pixels in the ARD grid system which fell within the map area (Dwyer et al., 2018). Interpretation used the TimeSync reference data collection tool which visualizes Landsat images and Landsat data values for all usable images in the time series (1984–2018) (Cohen et al., 2010). Interpreters also referred to air photos and high resolution images available in Google Earth as well as several ancillary data layers. The interpreted land cover attributes were crosswalked to the LCMAP annual land cover classes: Developed, Cropland, Grass/Shrub, Tree Cover, Wetland, Water, Snow/Ice and Barren. Validation analysis directly compared reference labels with annual LCMAP land cover map attributes by cross tabulation. The results of that assessment are reported here as confusion matrices for land cover agreement and land cover change agreement. Accuracy and standard errors have been calculated using stratified estimation (Stehman, 2014). Land cover class proportions were also estimated from the reference data for each year, 1985–2018. A cluster sampling formulation was used to calculate standard sampling error for summary tables reporting results for multiple years of data comparison.
Author(s) |
Bruce Pengra (CTR) |
Publication Date | 2022-01-05 |
Beginning Date of Data | 1985 |
Ending Date of Data | 2018 |
Data Contact | |
DOI | https://doi.org/10.5066/P9M6T45Z |
Citation | (CTR), B.P., Stehman, S.V., Horton, J.A., and Wellington, D.F., 2022, Land Change Monitoring, Assessment, and Projection (LCMAP) CONUS Collection 1.2 Annual Land Cover and Land Cover Change Validation Tables (1985–2018) for the Conterminous United States: U.S. Geological Survey data release, https://doi.org/10.5066/P9M6T45Z. |
Metadata Contact | |
Metadata Date | 2022-01-05 |
Related Publication | There was no related primary publication associated with this data release. |
Citations of these data | No citations of these data are known at this time. |
Access | public |
License | http://www.usa.gov/publicdomain/label/1.0/ |
Harvest Date: 2022-01-06T04:44:43.066Z