DOI: 10.5194/hess-20-1069-2016
Scopus记录号: 2-s2.0-84960970170
论文题名: HESS Opinions: The need for process-based evaluation of large-domain hyper-resolution models
作者: Melsen L ; A ; , Teuling J ; A ; , Torfs J ; J ; F ; P ; , Uijlenhoet R ; , Mizukami N ; , Clark P ; M
刊名: Hydrology and Earth System Sciences
ISSN: 10275606
出版年: 2016
卷: 20, 期: 3 起始页码: 1069
结束页码: 1079
语种: 英语
Scopus关键词: Calibration
; Calibration and validations
; Hydrological models
; Hyper-resolution
; Process-based
; Process-based modeling
; Spatial and temporal resolutions
; Spatial resolution
; Variable infiltration capacity models
; Image resolution
; calibration
; hydrological modeling
; infiltration
; literature review
; meta-analysis
; model validation
; soil water
; spatial resolution
; stakeholder
; time series analysis
英文摘要: A meta-analysis on 192 peer-reviewed articles reporting on applications of the variable infiltration capacity (VIC) model in a distributed way reveals that the spatial resolution at which the model is applied has increased over the years, while the calibration and validation time interval has remained unchanged. We argue that the calibration and validation time interval should keep pace with the increase in spatial resolution in order to resolve the processes that are relevant at the applied spatial resolution. We identified six time concepts in hydrological models, which all impact the model results and conclusions. Process-based model evaluation is particularly relevant when models are applied at hyper-resolution, where stakeholders expect credible results both at a high spatial and temporal resolution. © Author(s) 2016. CC Attribution 3.0 License. Citation statistics:
资源类型: 期刊论文
标识符: http://119.78.100.158/handle/2HF3EXSE/78893
Appears in Collections: 气候变化事实与影响
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作者单位: Hydrology and Quantitative Water Management Group, Wageningen University, Droevendaalsesteeg 3a, Wageningen, Netherlands; National Center for Atmospheric Research (NCAR), Boulder, CO, United States
Recommended Citation:
Melsen L,A,, Teuling J,et al. HESS Opinions: The need for process-based evaluation of large-domain hyper-resolution models[J]. Hydrology and Earth System Sciences,2016-01-01,20(3)