Improving extreme weather generation and spatial variability of weather generators based on resampling using the Direct Sampling algorithm

Jorge Luis Luis Guevara Guevara Diaz1, Maria Julia De Castro Villafranca Garcia1, Daniela Szwarcman1, Debora Lima Santos2, Chinedum Eluwa3, Dilermando Queiroz Neto2, Leonardo Pondian Tizzei2, Bianca Zadrozny1, Campbell Watson4, Maysa Malfiza Garcia de Macedo2 and Priscilla Barreira Avegliano2, (1)IBM Research, Rio de Janeiro, Brazil, (2)IBM Research, Sao Paulo, Brazil, (3)University of Massachusetts Amherst, Amherst, MA, United States, (4)IBM Research, Yorktown Heights, United States