Bias correction in daily maximum and minimum temperature measurements through Gaussian process modeling

Maxime Rischard, Natesh Pillai, Karen A. McKinnon

The Global Historical Climatology Network-Daily database contains, among other variables, daily maximum and minimum temperatures from weather stations around the globe. It is long…