水资源与海洋工程 |
|
|
|
|
采用Sobol方法的暴雨径流管理模型参数灵敏度分析 |
周云峰1( ),周永潮1,郑春华2,翁献明2,马晓宇2,柳景青1,*( ) |
1. 浙江大学 建筑工程学院,浙江 杭州 310058 2. 温州市排水有限公司,浙江 温州 325000 |
|
Sensitivity analysis of parameters of storm water management model with Sobol method |
Yun-feng ZHOU1( ),Yong-chao ZHOU1,Chun-hua ZHENG2,Xian-ming WENG2,Xiao-yu MA2,Jing-qing LIU1,*( ) |
1. College of Civil Engineering and Architecture, Zhejiang University, Hangzhou 310058, China 2. Wenzhou Drainage Co. Ltd, Wenzhou 325000, China |
引用本文:
周云峰,周永潮,郑春华,翁献明,马晓宇,柳景青. 采用Sobol方法的暴雨径流管理模型参数灵敏度分析[J]. 浙江大学学报(工学版), 2019, 53(2): 347-354.
Yun-feng ZHOU,Yong-chao ZHOU,Chun-hua ZHENG,Xian-ming WENG,Xiao-yu MA,Jing-qing LIU. Sensitivity analysis of parameters of storm water management model with Sobol method. Journal of ZheJiang University (Engineering Science), 2019, 53(2): 347-354.
链接本文:
http://www.zjujournals.com/eng/CN/10.3785/j.issn.1008-973X.2019.02.018
或
http://www.zjujournals.com/eng/CN/Y2019/V53/I2/347
|
1 |
SCHUELER T R The importance of imperviousness[J]. Watershed Protection Techniques, 1994, 1 (3): 100- 111
|
2 |
ARNOLD C L, GIBBONS J Impervious surface coverage: the emergence of a key environmental indicator[J]. Journal of the American Planning Association, 1996, 62 (2): 243- 258
doi: 10.1080/01944369608975688
|
3 |
JAKEMAN A J, LETCHER R A, NORTON J P Ten iterative steps in development and evaluation of environmental models[J]. Environmental Modelling and Software, 2006, 21 (5): 602- 614
doi: 10.1016/j.envsoft.2006.01.004
|
4 |
ROSSMAN L A. Storm water management model user's manual [EB/OL]. [2018-01-08] . https://csdms.colorado.edu/w/images/Epaswmm5_user_manual.pdf.
|
5 |
JIANG L, CHEN Y, WANG H. Urban flood simulation based on the SWMM model [C]// 3rd Remote Sensing and Hydrology Symposium and the 3rd International Conference of GIS/RS in Hydrology, Water Resources and Environment. Guangzhou: PIAHS, 2014: 186–191.
|
6 |
WU X, WANG Z, GUO S, et al Scenario-based projections of future urban inundation within a coupled hydrodynamic model framework: a case study in Dongguan City, China[J]. Journal of Hydrology, 2017, 547: 428- 442
doi: 10.1016/j.jhydrol.2017.02.020
|
7 |
KNIGHTON J O, WALTER M T Critical rainfall statistics for predicting watershed flood responses: rethinking the design storm concept[J]. Hydrological Processes, 2016, 30 (21): 3788- 3803
doi: 10.1002/hyp.v30.21
|
8 |
SONG X, ZHANG J, ZHAN C, et al Global sensitivity analysis in hydrological modeling: review of concepts, methods, theoretical framework, and applications[J]. Journal of Hydrology, 2015, 523: 739- 57
doi: 10.1016/j.jhydrol.2015.02.013
|
9 |
黄金良, 杜鹏飞, 何万谦, 等 城市降雨径流模型的参数局部灵敏度分析[J]. 中国环境科学, 2007, 27 (4): 549- 553 HUANG Jin-liang, DU Peng-fei, HE Wan-qian, et al Local sensitivity analysis for urban rainfall runoff modelling[J]. China Environmental Science, 2007, 27 (4): 549- 553
doi: 10.3321/j.issn:1000-6923.2007.04.024
|
10 |
TSAI L Y, CHEN C F, FAN C H, et al Using the HSPF and SWMM models in a high pervious watershed and estimating their parameter sensitivity[J]. Water, 2017, 9 (10): 780
doi: 10.3390/w9100780
|
11 |
ZEYNEP A, BASAK G Assessing the sensitivity of SWMM to variations in hydrological and hydraulic parameters: a case study for the city of Istanbul[J]. Global Nest Journal, 2016, 18 (4): 831- 841
doi: 10.30955/gnj.001717
|
12 |
史蓉, 庞博, 赵刚, 等 SWMM模型在城市暴雨洪水模拟中的参数敏感性分析[J]. 北京师范大学学报: 自然科学版, 2014, (5): 456- 460 SHI Rong, PANG Bo, ZHAO Gang, et al Parameter sensitivity analysis of SWMM model in urban storm flooding simulation[J]. Journal of Beijing Normal University: Natural Science, 2014, (5): 456- 460
|
13 |
SUN N, HONG B, HALL M Assessment of the SWMM model uncertainties within the generalized likelihood uncertainty estimation (GLUE) framework for a high-resolution urban sewershed[J]. Hydrological Processes, 2014, 28 (6): 3018- 3034
|
14 |
王荫茵, 陶涛, 吕永鹏 城市雨水管网模型的水文参数灵敏度分析[J]. 城市道桥与防洪, 2016, (2): 159- 162 WANG Yin-yin, TAO Tao, LV Yong-peng, et al Analysis of hydrological parameters sensitivity in urban rainwater pipe network model[J]. Urban Roads Bridges and Flood Control, 2016, (2): 159- 162
|
15 |
高颖会, 沙晓军, 徐向阳, 等 基于Morris的SWMM模型参数敏感性分析[J]. 水资源与水工程学报, 2016, 27 (3): 87- 90 GAO Ying-hui, SHA Xiao-jun, XU Xiang-yang, et al Sensitivity analysis of SWMM model parameters based on Morris method[J]. Journal of Water Resources and Water Engineering, 2016, 27 (3): 87- 90
|
16 |
SARRAZIN F, PIANOSI F, WAGENER T Global sensitivity analysis of environmental models: convergence and validation[J]. Environmental Modelling and Software, 2016, 79: 135- 152
|
17 |
YU P S, YANG T C, CHEN S J Comparison of uncertainty analysis methods for a distributed rainfall-runoff model[J]. Journal of Hydrology, 2001, 244 (1/2): 43- 59
doi: 10.1016/S0022-1694(01)00328-6
|
18 |
KREBS G, KOKKONEN T, VALTANEN M, et al A high resolution application of a stormwater management model (SWMM) using genetic parameter optimization[J]. Urban Water Journal, 2013, 10 (6): 394- 410
doi: 10.1080/1573062X.2012.739631
|
19 |
ZHANG C, CHU J, FU G Sobol′s sensitivity analysis for a distributed hydrological model of Yichun River Basin, China[J]. Journal of Hydrology, 2013, 480: 58- 68
|
20 |
齐伟, 张弛, 初京刚, 等 Sobol’方法分析TOPMODEL水文模型参数敏感性[J]. 水文, 2014, 34 (2): 49- 54 QI Wei, ZHANG Chi, CHU Jing-gang, et al Sensitivity analysis of TOPMODEL hydrological model parameters Based on Sobol’ method[J]. Journal of China Hydrology, 2014, 34 (2): 49- 54
doi: 10.3969/j.issn.1000-0852.2014.02.010
|
21 |
张质明, 王晓燕, 李明涛 基于全局敏感性分析方法的WASP模型不确定性分析[J]. 中国环境科学, 2014, 34 (5): 1336- 1346 ZHANG Zhi-ming, WANG Xiao-yan, LI Ming-tao Uncertainty analysis of WASP based on global sensitivity analysis method[J]. China Environmental Science, 2014, 34 (5): 1336- 1346
|
22 |
GHASEMIZADE M, BARONI G, ABBASPOUR K, et al Combined analysis of time-varying sensitivity and identifiability indices to diagnose the response of a complex environmental model[J]. Environmental Modelling and Software, 2017, 88: 22- 34
|
23 |
SOBOL I M Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates[J]. Mathematics and Computers in Simulation, 2001, 55 (1?3): 271- 280
doi: 10.1016/S0378-4754(00)00270-6
|
24 |
SALTELLI A Sensitivity analysis for importance assessment[J]. Risk Analysis, 2002, 22 (3): 579- 590
doi: 10.1111/risk.2002.22.issue-3
|
25 |
NOSSENT J, ELSEN P, BAUWENS W Sobol’ sensitivity analysis of a complex environmental model[J]. Environmental Modelling and Software, 2011, 26 (12): 1515- 1525
doi: 10.1016/j.envsoft.2011.08.010
|
26 |
BARCO J, WONG K M, STENSTROM M K Automatic calibration of the U. S. EPA SWMM model for a large urban catchment[J]. Journal of Hydraulic Engineering, 2008, 134 (4): 466- 474
doi: 10.1061/(ASCE)0733-9429(2008)134:4(466)
|
27 |
李春林, 胡远满, 刘淼, 等 SWMM模型参数局部灵敏度分析[J]. 生态学杂志, 2014, 33 (4): 1076- 1081 LI Chun-ling, HU Yuan-man, LIU Miao, et al Local sensitivity analysis of parameters in storm water management model[J]. Chinese Journal of Ecology, 2014, 33 (4): 1076- 1081
|
|
Viewed |
|
|
|
Full text
|
|
|
|
|
Abstract
|
|
|
|
|
Cited |
|
|
|
|
|
Shared |
|
|
|
|
|
Discussed |
|
|
|
|