Disaggregation of SMAP L3 Brightness Temperatures to 9km using Kernel Machines

Subit Chakrabarti, Tara Bongiovanni, Jasmeet Judge +2

In this study, a machine learning algorithm is used for disaggregation of SMAP brightness temperatures (T${}_{\text{B}}$) from 36km to 9km. It uses image segmentation to cluster th…