Integrating Logistical and Technical Criteria into a Multiteam, Competitive Watershed Model Ranking Procedure

被引:11
作者
Cunderlik, Juraj M. [1 ]
Fleming, Sean W. [2 ,3 ]
Jenkinson, R. Wayne [4 ]
Thiemann, Michael [5 ]
Kouwen, Nicholas [6 ]
Quick, Michael [7 ]
机构
[1] Conestoga Rovers & Associates, Waterloo, ON N2V 1C2, Canada
[2] Environm Canada, Vancouver, BC V6C 3S5, Canada
[3] BC Hydro & Power Author, Burnaby, BC V3N 4X8, Canada
[4] NRC, CHC, Ottawa, ON K1A 0R6, Canada
[5] Riverside Technol Inc, Ft Collins, CO 80525 USA
[6] Univ Waterloo, Dept Civil & Environm Engn, Waterloo, ON N2L 3G1, Canada
[7] Univ British Columbia, Dept Civil Engn, Vancouver, BC V6T 1Z4, Canada
关键词
Inflow forecasting; Watershed model; Model performance; Model comparison; Performance ranking; UBCWM; Hydrologiska Byrans Vattenbalansavdelning model; National Weather Service River Forecasting System; WATFLOOD; British Columbia; Canada;
D O I
10.1061/(ASCE)HE.1943-5584.0000670
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
A systematic and holistic watershed model comparison and selection process, integrating a full range of relevant criteria, is illustrated here. The process consists of screening for a set of candidate models on the basis of prerequisite model attributes; assessing hydrologic simulation performance using various conventional statistical metrics; assessing operational logistics performance, reflecting somewhat subjective but centrally important issues around relative feasibility and suitability of candidate models in the intended context of use; and integrating the hydrologic and operational performance results, which are each evaluated using a weighted-matrix approach, into a single coherent and comprehensive ranking system. The process was applied to evaluation of watershed models for operational hydroelectric inflow forecasting in British Columbia, Canada. An important feature of the study was its horse-race project management approach, involving a supervised competition between expert teams using different models but the same data sets. Four models passed the prescreening phase, and these were evaluated for three test basins representing contrasting geophysical regimes. The model selection process presented here is believed to be potentially very broadly useful. DOI: 10.1061/(ASCE)HE.1943-5584.0000670. (C) 2013 American Society of Civil Engineers.
引用
收藏
页码:641 / 654
页数:14
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