A Simulation Study of Global Evapotranspiration Components Using the Community Land Model

The Qian atmospheric forcing dataset is used to drive the Community Land Model, version 4.0 and 4.5 (CLM4 and CLM4.5) in off-line simulation tests. Based on flux network (FLUXNET) data and reanalysis data provided by National Oceanic and Atmospheric Administration (NOAA) and Climate Forecast System...

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Main Authors: Minghao Yang, Ruiting Zuo, Liqiong Wang, Xiong Chen
Format: Article
Language:English
Published: MDPI AG 2018-05-01
Series:Atmosphere
Subjects:
CLM
Online Access:http://www.mdpi.com/2073-4433/9/5/178
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spelling doaj-cf97bab91e20493f832630bf095551582020-11-24T22:27:29ZengMDPI AGAtmosphere2073-44332018-05-019517810.3390/atmos9050178atmos9050178A Simulation Study of Global Evapotranspiration Components Using the Community Land ModelMinghao Yang0Ruiting Zuo1Liqiong Wang2Xiong Chen3College of Meteorology and Oceanography, National University of Defense Technology, Nanjing 211101, ChinaCollege of Meteorology and Oceanography, National University of Defense Technology, Nanjing 211101, ChinaCollege of Meteorology and Oceanography, National University of Defense Technology, Nanjing 211101, ChinaCollege of Meteorology and Oceanography, National University of Defense Technology, Nanjing 211101, ChinaThe Qian atmospheric forcing dataset is used to drive the Community Land Model, version 4.0 and 4.5 (CLM4 and CLM4.5) in off-line simulation tests. Based on flux network (FLUXNET) data and reanalysis data provided by National Oceanic and Atmospheric Administration (NOAA) and Climate Forecast System Reanalysis (CFSR), the simulation results of CLM4.5 on the global evaporation of intercepted water from the vegetation canopy (Ec), vegetation transpiration (Et), evaporation of soil (Es) and latent heat flux are evaluated. Subsequently, the improvement in the simulation results of CLM4.5 compared with CLM4.0 is tested and analyzed. The results show that the simulated spatial distribution of Ec, Et and latent heat flux in CLM4.5 are closer to the reanalysis data than Es. The simulated annual means of Et, Es and latent heat flux in CLM4.5 are larger than the reanalysis data, but Ec is smaller. The spatial distribution of the simulation bias of latent heat flux in CLM4.5 is mainly determined by the bias distribution of Es. There is a significant difference in the simulation of Et, Es and latent heat flux between CLM4.5 and CLM4.0. These differences are mainly present near the equator and in the middle and high latitudes in the Northern Hemisphere. In general, compared with CLM4.0, the simulation bias of Et, Es, and latent heat flux have been reduced in CLM4.5, and the simulated means are more consistent with the reanalysis data. Although there is a significant improvement in the simulation of the spatial distribution of Et and Es in CLM4.5 compared with CLM4.0, the ability of CLM4.5 to simulate the spatial distribution of global latent heat flux shows little improvement relative to CLM4.0.http://www.mdpi.com/2073-4433/9/5/178land surface processnumerical simulationCLMevapotranspiration
collection DOAJ
language English
format Article
sources DOAJ
author Minghao Yang
Ruiting Zuo
Liqiong Wang
Xiong Chen
spellingShingle Minghao Yang
Ruiting Zuo
Liqiong Wang
Xiong Chen
A Simulation Study of Global Evapotranspiration Components Using the Community Land Model
Atmosphere
land surface process
numerical simulation
CLM
evapotranspiration
author_facet Minghao Yang
Ruiting Zuo
Liqiong Wang
Xiong Chen
author_sort Minghao Yang
title A Simulation Study of Global Evapotranspiration Components Using the Community Land Model
title_short A Simulation Study of Global Evapotranspiration Components Using the Community Land Model
title_full A Simulation Study of Global Evapotranspiration Components Using the Community Land Model
title_fullStr A Simulation Study of Global Evapotranspiration Components Using the Community Land Model
title_full_unstemmed A Simulation Study of Global Evapotranspiration Components Using the Community Land Model
title_sort simulation study of global evapotranspiration components using the community land model
publisher MDPI AG
series Atmosphere
issn 2073-4433
publishDate 2018-05-01
description The Qian atmospheric forcing dataset is used to drive the Community Land Model, version 4.0 and 4.5 (CLM4 and CLM4.5) in off-line simulation tests. Based on flux network (FLUXNET) data and reanalysis data provided by National Oceanic and Atmospheric Administration (NOAA) and Climate Forecast System Reanalysis (CFSR), the simulation results of CLM4.5 on the global evaporation of intercepted water from the vegetation canopy (Ec), vegetation transpiration (Et), evaporation of soil (Es) and latent heat flux are evaluated. Subsequently, the improvement in the simulation results of CLM4.5 compared with CLM4.0 is tested and analyzed. The results show that the simulated spatial distribution of Ec, Et and latent heat flux in CLM4.5 are closer to the reanalysis data than Es. The simulated annual means of Et, Es and latent heat flux in CLM4.5 are larger than the reanalysis data, but Ec is smaller. The spatial distribution of the simulation bias of latent heat flux in CLM4.5 is mainly determined by the bias distribution of Es. There is a significant difference in the simulation of Et, Es and latent heat flux between CLM4.5 and CLM4.0. These differences are mainly present near the equator and in the middle and high latitudes in the Northern Hemisphere. In general, compared with CLM4.0, the simulation bias of Et, Es, and latent heat flux have been reduced in CLM4.5, and the simulated means are more consistent with the reanalysis data. Although there is a significant improvement in the simulation of the spatial distribution of Et and Es in CLM4.5 compared with CLM4.0, the ability of CLM4.5 to simulate the spatial distribution of global latent heat flux shows little improvement relative to CLM4.0.
topic land surface process
numerical simulation
CLM
evapotranspiration
url http://www.mdpi.com/2073-4433/9/5/178
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