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Model Description

Palouse Residue Cover

About

This application contains fall Residual Crop Residue Cover (RCRC) estimates for Whitman County, Washington. RCRC is estimated from remote sensing data.

The PalouseSAT's Residual Crop Residue Cover product provides percent cover estimates from 2013 to present for clear Landsat 8 scenes between September 1 and November 30.

Model

The estimates were produced fitting a 3 parameter linear model to field data collected across Whitman County in 2021. The modeling used methods described by Jansen et al. 2018.
Several models were compared and the selected model balanced accuracy with complexity using NDTI, the NIR band and the SWIR2 band. Using the full 2021 dataset we an r2 of 0.47 and a relative RMSE of 29.2%. This model be continually improved as new data is collected.

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