Estimating Potential Evapotranspiration Using Penman-Monteith Without a Pyranometer ?

22 June 2024 0 5K Report

I want to estimate daily potential evapotranspiration using the Penman-Monteith formula. My weather station measures temperature, humidity, wind speed, light intensity, and UV every 15 minutes, but it does not have a pyranometer. Is it possible to use artificial intelligence algorithms to find a correlation between light intensity and solar radiation? Currently, I have a pyranometer to generate datasets, but in the future, is it possible to estimate ETp without using a pyranometer?

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