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Assessing the Complementary Role of Surface Flux Equilibrium (SFE) Theory and Maximum Entropy Production (MEP) Principle in the Estimation of Actual Evapotranspiration
Although evapotranspiration (ET) from the land is a key variable in Earth system models, the accurate estimation of ET based on physical principles remains challenging. Parameters used in current ET models are largely empirically based, which could be problematic under rapidly changing climatic cond...
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Published in: | Journal of advances in modeling earth systems 2023-07, Vol.15 (7), p.n/a |
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Main Authors: | , , , |
Format: | Article |
Language: | English |
Subjects: | |
Citations: | Items that this one cites Items that cite this one |
Online Access: | Get full text |
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Summary: | Although evapotranspiration (ET) from the land is a key variable in Earth system models, the accurate estimation of ET based on physical principles remains challenging. Parameters used in current ET models are largely empirically based, which could be problematic under rapidly changing climatic conditions. Here, we propose a physically based ET model that estimates ET based on the surface flux equilibrium (SFE) theory and the maximum entropy production (MEP) principle. We derive an expression for aerodynamic resistance based on the MEP principle, then propose a novel ET model that integrates the SFE model and the MEP principle. The proposed model, which is referred to as the SFE‐MEP model, becomes equivalent to the MEP state in non‐equilibrium conditions when turbulent mixing is weak and the land surface is dry. Under conditions meeting land‐atmosphere equilibrium, the SFE‐MEP model is similar to ET estimation based on the SFE model. This blended nature of the SFE‐MEP ET model allows accurate ET estimation for most inland regions by overcoming the ET overestimation issue of the SFE model in dry conditions. As a result, the SFE‐MEP model significantly improves the performance of SFE ET estimation, particularly for arid regions. The proposed model and its high accuracy of ET estimation enable novel insight into various Earth system models as it does not require any empirical parameters and only uses readily obtainable meteorological variables including reference height air temperature, relative humidity, available energy, and radiometric surface temperature.
Plain Language Summary
Terrestrial evaporation, also known as evapotranspiration (ET), is a central variable controlling the water, energy, and carbon cycles. However, it is difficult to estimate ET from physical principles due to complex interactions between the land and the atmosphere. An emerging theory of surface flux equilibrium (SFE) suggests that atmospheric observations reflect land surface conditions owing to a land‐atmosphere coupling, making it possible to estimate ET only using meteorological information. Nevertheless, we demonstrate that if the equilibrium is not quickly achieved, particularly in dry regions, the emerging SFE theory cannot properly estimate ET. We resolve this problem by introducing the maximum entropy production principle, a thermodynamic principle that can be applicable to non‐equilibrium conditions. By combining two theories with complementary relationships, we significan |
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ISSN: | 1942-2466 1942-2466 |
DOI: | 10.1029/2022MS003224 |