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Currently, there is no agreed upon method for estimating evapotranspiration (ET) across large regions such as the state of New Mexico. Remote sensing methods have potential for providing a solution, but require validation. A comparison between field-scale ET measurements using a portable chamber ET measurement device and modeled ET using the remote sensing Regional Evapotranspiration Estimation Model (REEM) was performed where the model had not been previously evaluated. Data were collected during the growing season of 2015 in three irrigated agricultural valleys of northern New Mexico in agricultural and nonagricultural settings. No statistically significant difference was observed in agricultural datasets between means of measured (M=3.7mm/day, SE=0.31mm/day) and modeled (M=4.0mm/day, SE=0.01mm/day) daily ET; t(17)=-1.50, p=0.15, =0.05. As there was no statistical difference observedbetween agricultural datasets, results support the use of REEM in irrigated agricultural areas of northern New Mexico. A statistically significant difference was observed in nonagricultural datasets between means of measured (M=1.7mm/day, SE=0.22mm/day) and modeled (M=0.0mm/day, SE=0.00mm/day) daily ET; t(9)=1.79, p=5.7x10(-6), =0.05. With additional calibrations and air temperature sensors placed outside of agricultural areas, REEM may be suitable for use in nonagricultural areas of northern New Mexico.