Consistent regression of biophysical parameters with kernel methods

Emiliano Díaz, Adrián Pérez-Suay, Valero Laparra +1

This paper introduces a novel statistical regression framework that allows the incorporation of consistency constraints. A linear and nonlinear (kernel-based) formulation are intro…