Knowledge Resource Center for Ecological Environment in Arid Area
DOI | 10.1007/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
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ISSN | 0920-4741 |
EISSN | 1573-1650 |
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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