Since Evapotranspiration is ...

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Since Evapotranspiration is normally a major component of the water balance (hydrologic cycle), try to utilize the MODIS ET data. 

https://modis.gsfc.nasa.gov/data/dataprod/mod16.php

Maybe it has been highlighted in previous replies. Also, check other forms of available weather data in case any are relevant.

Good Luck