Evaluation of an urban canopy model in a tropical city: the role of tree evapotranspiration
A single layer urban canopy model (SLUCM) with enhanced hydrologic processes, is evaluated in a tropical city, Singapore. The evaluation was performed using an 11 month offline simulation with the coupled Noah land surface model/SLUCM over a compact low-rise residential area. Various hydrological pr...
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Published in | Environmental research letters Vol. 12; no. 9; pp. 94008 - 94019 |
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01.09.2017
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Abstract | A single layer urban canopy model (SLUCM) with enhanced hydrologic processes, is evaluated in a tropical city, Singapore. The evaluation was performed using an 11 month offline simulation with the coupled Noah land surface model/SLUCM over a compact low-rise residential area. Various hydrological processes are considered, including anthropogenic latent heat release, and evaporation from impervious urban facets. Results show that the prediction of energy fluxes, in particular latent heat flux, is improved when these processes were included. However, the simulated latent heat flux is still underestimated by ∼40%. Considering Singapore's high green cover ratio, the tree evapotranspiration process is introduced into the model, which significantly improves the simulated latent heat flux. In particular, the systematic error of the model is greatly reduced, and becomes lower than the unsystematic error in some seasons. The effect of tree evapotranspiration on the urban surface energy balance is further demonstrated during an unusual dry spell. The present study demonstrates that even at sites with relatively low (11%) tree coverage, ignoring evapotranspiration from trees may cause serious underestimation of the latent heat flux and atmospheric humidity. The improved model is also transferable to other tropical or temperate regions to study the impact of tree evapotranspiration on urban climate. |
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AbstractList | A single layer urban canopy model (SLUCM) with enhanced hydrologic processes, is evaluated in a tropical city, Singapore. The evaluation was performed using an 11 month offline simulation with the coupled Noah land surface model/SLUCM over a compact low-rise residential area. Various hydrological processes are considered, including anthropogenic latent heat release, and evaporation from impervious urban facets. Results show that the prediction of energy fluxes, in particular latent heat flux, is improved when these processes were included. However, the simulated latent heat flux is still underestimated by ∼40%. Considering Singapore's high green cover ratio, the tree evapotranspiration process is introduced into the model, which significantly improves the simulated latent heat flux. In particular, the systematic error of the model is greatly reduced, and becomes lower than the unsystematic error in some seasons. The effect of tree evapotranspiration on the urban surface energy balance is further demonstrated during an unusual dry spell. The present study demonstrates that even at sites with relatively low (11%) tree coverage, ignoring evapotranspiration from trees may cause serious underestimation of the latent heat flux and atmospheric humidity. The improved model is also transferable to other tropical or temperate regions to study the impact of tree evapotranspiration on urban climate. |
Author | Liu, Xuan Harshan, Suraj Li, Xian-Xiang Velasco, Erik Roth, Matthias |
Author_xml | – sequence: 1 givenname: Xuan surname: Liu fullname: Liu, Xuan organization: CENSAM Singapore-MIT Alliance for Research and Technology , Singapore – sequence: 2 givenname: Xian-Xiang orcidid: 0000-0002-8688-6206 surname: Li fullname: Li, Xian-Xiang email: lixx@smart.mit.edu organization: Author to whom any correspondence should be addressed – sequence: 3 givenname: Suraj surname: Harshan fullname: Harshan, Suraj organization: Department of Geography National University of Singapore , Singapore – sequence: 4 givenname: Matthias surname: Roth fullname: Roth, Matthias organization: Department of Geography National University of Singapore , Singapore – sequence: 5 givenname: Erik surname: Velasco fullname: Velasco, Erik organization: CENSAM Singapore-MIT Alliance for Research and Technology , Singapore |
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Snippet | A single layer urban canopy model (SLUCM) with enhanced hydrologic processes, is evaluated in a tropical city, Singapore. The evaluation was performed using an... |
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StartPage | 94008 |
SubjectTerms | Anthropogenic factors Canopies Coverage Energy balance Evaporation Evapotranspiration Fluctuations Heat Heat flux Heat transfer Human influences hydrological Hydrology Latent heat Residential areas Simulation Surface energy Surface properties Systematic errors Temperature tree evapotranspiration Trees tropical urban canopy model |
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Title | Evaluation of an urban canopy model in a tropical city: the role of tree evapotranspiration |
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