Statistical Bias Correction and Downscaling RCM data

Downscaled Tmax using Gaussian Process regression

Part of a larger project to assess the effects of changing temperatures in Puerto Rico on its frog population. I’m working on combining numerical model data with station data using spatial statistics models that provide bias-corrected temperature estimates all across the island

Early results from using DeepKriging

The eventual goal is to get an hourly temperature product for the island.

Reetam Majumder
Reetam Majumder
Postdoctoral Fellow