This study investigated the relationship between surface and air temperatures for five major crops grown under irrigated conditions (corn, wheat, alfalfa, potatoes, and sugar beets) during the primary cultivation seasons of 2016 and 2017 in the Magic Valley region of Idaho, United States. The surface temperatures of fields and normalized difference vegetation index (NDVI) values were obtained using Landsat-8 thermal imagery, whereas air temperature data were obtained from a nearby weather station. Surface temperatures tended to be higher than air temperatures but approached the air temperature when NDVI values were high. When limited to densely vegetated green fields (NDVI > 0.8), more than 75% of fields had surface temperatures within ±3℃ of the air temperature for all investigated crop types. The surface temperature approached the air temperature when the vapor pressure deficit was large, regardless of the crop type, suggesting that the vapor pressure deficit was a more important factor than the crop type. While further investigations are needed for validation, the proposed approach has the potential to estimate air temperature from satellite-observed surface temperatures with an accuracy of 2℃ without the need to identify crop types, when healthy, densely vegetated agricultural fields are available.
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