Using random forest and multiple-regression models to predict changes in surface runoff and soil erosion after prescribed fire
Demetrio Antonio Zema, Misagh Parhizkar, Pedro Antonio Plaza‐Álvarez, Xiangzhou Xu, Manuel Esteban Lucas‐Borja
Topics & Concepts
Surface runoffErosionEnvironmental scienceHydrology (agriculture)Regression analysisRandom forestRegressionCoefficient of determinationLinear regressionPredictive modellingSimple linear regressionRunoff curve numberSoil scienceStatisticsMathematicsGeologyGeotechnical engineeringComputer scienceMachine learningEcologyBiologyPaleontologyFire effects on ecosystemsSoil erosion and sediment transportLandslides and related hazards