Rafael Vasconcelos Valadares¹, Yane Freitas Silva², Eleanor E Campbell³, Gleyce K. D. Araujo Figueiredo⁴, Lucas R. do Amaral², Edemar Moro⁵, Rubens A. C. Lamparelli¹ and Paulo S. G. Magalhães¹, (1)UNICAMP State University of Campinas, Interdisciplinary Energy Planning Center, Campinas, Brazil, (2)UNICAMP State University of Campinas, Agricultural Engineering, Campinas, Brazil, (3)Earth Systems Research Center, Durham, NH, United States, (4)UNICAMP State University of Campinas, FEAGRI, Campinas, Brazil, (5)University of Western São Paulo (UNOESTE), Agronomy, Presidente Prudente, Brazil