T decreased more than E as the growing season progressed in the forest ecosystems but not the wetlands, and the deciduous and coniferous forests showed similar E and T trajectories despite differences in vegetation phenology, with T/ET decreasing from 0.6 to 0.3, on average, from June to October. We applied the PT-JPL algorithm to half-hourly GOES-R observations and found that sub-daily E and T can be inferred accurately from some sites from space but the spatial heterogeneity of the CHEESEHEAD19 study domain was not fully captured by the ~1 km GOES-R pixels. A model based on the principle of maximum entropy production (MEP) showed good agreement with E and T observations at each site if the thermodynamic environment of the evaporating surfaces was accurately simulated, suggesting that their variability across ecosystems can be modeled with minimal inputs and assumptions. We introduce a model that couples MEP, stomatal optimality theory, and the evaporative capacitor model for E and apply it to our observations to demonstrate how simple models based on theory can be combined for a parsimonious description of ecosystem hydrology and carbon dynamics.
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