Towards a universal evapotranspiration model based on optimality principles
•In this study, we.•estimate GPP and ET based on EEO principles, with no type-specific parameters;.•test ET model at site, basin, and global scales systematically;.•demonstrate the universal model has a comparable performance with other products. Natural resource management requires knowledge of ter...
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Published in | Agricultural and forest meteorology Vol. 336; p. 109478 |
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Main Authors | , , , , , , , |
Format | Journal Article |
Language | English |
Published |
Elsevier B.V
01.06.2023
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Subjects | |
Online Access | Get full text |
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Summary: | •In this study, we.•estimate GPP and ET based on EEO principles, with no type-specific parameters;.•test ET model at site, basin, and global scales systematically;.•demonstrate the universal model has a comparable performance with other products.
Natural resource management requires knowledge of terrestrial evapotranspiration (ET). Most existing numeric models for ET include multiple plant- or ecosystem-type specific parameters that require calibration. This is a significant source of uncertainty under changing environmental conditions. A novel ET model with no type−specific parameters was developed recently. Based on the coupling the diffusion (via stomata) of water and carbon dioxide (CO2), this model predicts canopy conductance based on environmental conditions using eco-evolutionary optimality principles that apply to all plant types. Transpiration (T) and ET are calculated from canopy conductance using the Penman-Monteith equation for T and a universal empirical function for the T:ET ratio. Here, the model is systematically evaluated at globally distributed eddy-covariance sites and river basins. Site-scale modelled ET agrees well with flux data (r = 0.81, root mean square error = 0.73 mm day–1 in 23,623 records) and modelled ET in 39 river basins agrees well with the ET estimated by monthly water budget using two runoff datasets (r = 0.62 and 0.66, respectively). Modelled global patterns of ET are consistent with existing global ET products. The model's universality, parsimony and accuracy combine to indicate a broad potential field of application in resource management and global change science. |
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ISSN: | 0168-1923 1873-2240 |
DOI: | 10.1016/j.agrformet.2023.109478 |