RFplus

Progressive Bias Correction of Satellite Environmental Data

CRAN Package

Implements a bias correction method that combines Random Forest models with Quantile Mapping to improve the accuracy of satellite-derived environmental datasets. The model corrects biases in meteorological variables, such as precipitation and temperature, by integrating in situ measurements and a Digital Elevation Model (DEM).

  • Version1.2-2
  • R versionR (≥ 4.4.0)
  • LicenseGPL (≥ 3)
  • Needs compilation?No
  • Last release02/04/2025

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  • Imports6 packages
  • Suggests3 packages