Arid
DOI10.1007/s11269-013-0395-z
Automatic Calibration of the SHETRAN Hydrological Modelling System Using MSCE
Zhang, Rong1; Santos, Celso A. G.2; Moreira, Madalena1; Freire, Paula K. M. M.2; Corte-Real, Joao1,3
通讯作者Zhang, Rong
来源期刊WATER RESOURCES MANAGEMENT
ISSN0920-4741
EISSN1573-1650
出版年2013
卷号27期号:11页码:4053-4068
英文摘要

Automatic calibration is preferred because it provides an objective and extensive searching in the feasible parameter space. In this study, the Modified Shuffled Complex Evolution (MSCE) optimization algorithm is applied to automatically calibrate the physically-based spatially-distributed hydrological model SHETRAN in the 705-km(2) semi-arid Cobres basin in southern Portugal, with a spatial resolution of 2 km and a temporal resolution of 1 h. Twenty-two parameters are calibrated for the main types of land-use and soil. Nash-Sutcliffe Efficiency (NSE) is 0.86 for calibration and 0.74 for validation for basin outlet; NSE is respectively 0.65 and 0.82 for calibration, 0.69 and 0.63 for validation of internal gauging stations Albernoa and Entradas. As for storm events, NSE is 0.87 and 0.64 respectively for Storms No.1 (during the calibration period) and No.4 (during the validation period) at basin outlet; it is 0.69 and 0.65 for Storm No.4 respectively at Albernoa and Entradas. The results are satisfactory not only for basin outlet but also for internal gauging stations.


英文关键词Optimization Physically-based spatially-distributed hydrological modelling SHETRAN MSCE Cobres basin Internal model validation
类型Article
语种英语
国家Portugal ; Brazil
收录类别SCI-E
WOS记录号WOS:000323642700013
WOS关键词CLIMATE-CHANGE IMPACTS ; PREDICTING LAND-USE ; PARAMETER-ESTIMATION ; MULTIPLE OBJECTIVES ; CATCHMENT MODELS ; SEDIMENT YIELD ; EROSION MODEL ; OPTIMIZATION ; VALIDATION ; RUNOFF
WOS类目Engineering, Civil ; Water Resources
WOS研究方向Engineering ; Water Resources
资源类型期刊论文
条目标识符http://119.78.100.177/qdio/handle/2XILL650/180213
作者单位1.Univ Evora, Inst Mediterranean Agrarian & Environm Sci ICAAM, Grp Water Soil & Climate, P-7002774 Evora, Portugal;
2.Univ Fed Paraiba, Dept Civil & Environm Engn, BR-58051900 Joao Pessoa, Paraiba, Brazil;
3.Univ Lusofona Human & Technol, Dept Aeronaut & Transports, Res Unit Aeronaut Sci UNICA, Lisbon, Portugal
推荐引用方式
GB/T 7714
Zhang, Rong,Santos, Celso A. G.,Moreira, Madalena,et al. Automatic Calibration of the SHETRAN Hydrological Modelling System Using MSCE[J],2013,27(11):4053-4068.
APA Zhang, Rong,Santos, Celso A. G.,Moreira, Madalena,Freire, Paula K. M. M.,&Corte-Real, Joao.(2013).Automatic Calibration of the SHETRAN Hydrological Modelling System Using MSCE.WATER RESOURCES MANAGEMENT,27(11),4053-4068.
MLA Zhang, Rong,et al."Automatic Calibration of the SHETRAN Hydrological Modelling System Using MSCE".WATER RESOURCES MANAGEMENT 27.11(2013):4053-4068.
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