Knowledge Resource Center for Ecological Environment in Arid Area
DOI | 10.1016/j.jhydrol.2020.125553 |
Evaluating three evapotranspiration estimates from model of different complexity over China using the ILAMB benchmarking system | |
Wu, Genan; Cai, Xitian; Keenan, Trevor F.; Li, Shenggong; Luo, Xiangzhong; Fisher, Joshua B.; Cao, Ruochen; Li, Fa; Purdy, Adam J.; Zhao, Wei; Sun, Xiaomin; Hu, Zhongmin | |
通讯作者 | Li, SG (corresponding author), Chinese Acad Sci, Synth Res Ctr, Inst Geog Sci & Nat Resources Res, Key Lab Ecosyst Network Observat & Modeling,Chin, Beijing, Peoples R China. ; Hu, ZM (corresponding author), South China Normal Univ, Sch Geog, Guangzhou, Peoples R China. |
来源期刊 | JOURNAL OF HYDROLOGY
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ISSN | 0022-1694 |
EISSN | 1879-2707 |
出版年 | 2020 |
卷号 | 590 |
英文摘要 | Land surface models range in complexity of terrestrial evapotranspiration, yet it is unknown how model complexity translates to accuracy of modeled evapotranspiration estimates. Here, we use the International Land Model Benchmarking system to assess ET estimates from three models of varying complexity driven by the same forcing datasets: an earth system model, a terrestrial biosphere model, and a stand-alone ET model. The performance assessment includes both temporal and spatial evaluation, and different plant functional types across China. Our results indicate that the most complex model, an earth system model, performed best against the benchmarking datasets and metrics. Terrestrial biosphere model performed best in simulating inter-annual variability of ET, while earth system model performed best in simulating the seasonal cycle. The more complex models (earth system model and terrestrial biosphere model) perform better in forest, shrub and crop ecosystems, while the simpler model (stand-alone ET model) perform better in grass ecosystems. Our study demonstrates the impact of model complexity on ET estimates and highlights directions for future ET model improvements. |
英文关键词 | Benchmarking Evapotranspiration model Model complexity |
类型 | Article |
语种 | 英语 |
收录类别 | SCI-E |
WOS记录号 | WOS:000599754500244 |
WOS关键词 | STOMATAL CONDUCTANCE ; ARID REGION ; TERRESTRIAL EVAPOTRANSPIRATION ; USE EFFICIENCY ; CO2 EXCHANGE ; PERFORMANCE ; EVAPORATION ; PHOTOSYNTHESIS ; TEMPERATURE ; ECOSYSTEMS |
WOS类目 | Engineering, Civil ; Geosciences, Multidisciplinary ; Water Resources |
WOS研究方向 | Engineering ; Geology ; Water Resources |
来源机构 | 中国科学院地理科学与资源研究所 ; University of California, Berkeley |
资源类型 | 期刊论文 |
条目标识符 | http://119.78.100.177/qdio/handle/2XILL650/349003 |
作者单位 | [Wu, Genan; Li, Shenggong; Zhao, Wei; Sun, Xiaomin] Chinese Acad Sci, Synth Res Ctr, Inst Geog Sci & Nat Resources Res, Key Lab Ecosyst Network Observat & Modeling,Chin, Beijing, Peoples R China; [Wu, Genan; Li, Shenggong; Sun, Xiaomin] Univ Chinese Acad Sci, Coll Resources & Environm, Beijing, Peoples R China; [Wu, Genan; Cai, Xitian; Keenan, Trevor F.; Luo, Xiangzhong; Li, Fa] Lawrence Berkeley Natl Lab, Berkeley, CA USA; [Wu, Genan; Keenan, Trevor F.; Luo, Xiangzhong] Univ Calif Berkeley, Berkeley, CA USA; [Fisher, Joshua B.; Purdy, Adam J.] CALTECH, Jet Prop Lab, Pasadena, CA USA; [Cao, Ruochen; Zhao, Wei; Hu, Zhongmin] South China Normal Univ, Sch Geog, Guangzhou, Peoples R China; [Li, Fa] Wuhan Univ, State Key Lab Informat Engn Surveying Mapping & R, Wuhan, Peoples R China; [Hu, Zhongmin] Southern Marine Sci & Engn Guangdong Lab, Zhuhai, Peoples R China |
推荐引用方式 GB/T 7714 | Wu, Genan,Cai, Xitian,Keenan, Trevor F.,et al. Evaluating three evapotranspiration estimates from model of different complexity over China using the ILAMB benchmarking system[J]. 中国科学院地理科学与资源研究所, University of California, Berkeley,2020,590. |
APA | Wu, Genan.,Cai, Xitian.,Keenan, Trevor F..,Li, Shenggong.,Luo, Xiangzhong.,...&Hu, Zhongmin.(2020).Evaluating three evapotranspiration estimates from model of different complexity over China using the ILAMB benchmarking system.JOURNAL OF HYDROLOGY,590. |
MLA | Wu, Genan,et al."Evaluating three evapotranspiration estimates from model of different complexity over China using the ILAMB benchmarking system".JOURNAL OF HYDROLOGY 590(2020). |
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