Creating Air Temperature Models for High-Elevation Desert Areas Using Machine Learning

• Main Authors: Forooshani, Massoud, Gegov, Alexander, Pepin, Nick, Adda, Mo
• Format: Article
• Language: English
• Published: UUM Press 2023
• Subjects: Q Science (General)
• Online Access: https://repo.uum.edu.my/id/eprint/29741/1/JCIA%2002%2001%202023%201-19.pdf; https://doi.org/10.32890/jcia2023.2.1.1; https://repo.uum.edu.my/id/eprint/29741/; https://e-journal.uum.edu.my/index.php/jcia/article/view/16053; https://doi.org/10.32890/jcia2023.2.1.1

The standard way to measure the air temperature (Ta) as the key variable in climate change studies is at 2m height above the surface at a fixed location (weather station). In contrast, the surface temperature (Ts) can be measured by satellites over large areas. Estimation of Ta from Ts is one potent...