Calibration of a hydrological model and sensitivity analysis of its parameters: A case study of Seonath river basin

被引:5
|
作者
Verma M.K. [1 ]
Verma M.K. [1 ]
机构
[1] Department of Civil Engineering, National Institute of Technology, Raipur, C.G.
关键词
Calibration; Hydrological modelling; Sensitivity analysis; SWAT-CUP; SUFI-2;
D O I
10.1504/IJHST.2019.103444
中图分类号
学科分类号
摘要
The objective of this paper is surface runoff estimation of the Seonath river basin using a semi-distributed hydrological model, i.e., soil and water assessment tool (SWAT). In this paper, the study on calibration and sensitivity is carried out using SWAT-CUP (calibration and uncertainty program) along with sequential uncertainty fitting (SUFI-2) algorithm. The performance of SWAT model is evaluated by various statistical measures; such as Nash-Sutcliffe (NS) coefficient, coefficient of determination (R2), percent bias (Pbias), p factor, r factor and ratio of the root-mean-square error (RMSE) to the standard deviation of the observation (RSR). In the current work, 31 years (1980–2010) of weather data was used. The time slice for model calibration was 15 years, i.e., 1987–2001 with seven years of warming period 1980–1986 and validation period was comprised of nine years (2002–2010). In the study, the calibration of the model was done for the two stations which is a major step for carrying out further study related to climate and land use change impact assessment. The study yielded satisfactory results in terms of model performance. Copyright © 2019 Inderscience Enterprises Ltd.
引用
收藏
页码:640 / 656
页数:16
相关论文
共 50 条
  • [1] Sensitivity Analysis of the MOHID-Land Hydrological Model: A Case Study of the Ulla River Basin
    Oliveira, Ana R.
    Ramos, Tiago B.
    Simionesei, Lucian
    Pinto, Ligia
    Neves, Ramiro
    WATER, 2020, 12 (11)
  • [2] Calibration of distributed hydrological models considering the heterogeneity of the parameters across the basin: a case study of SWAT model
    P. Athira
    K. P. Sudheer
    Environmental Earth Sciences, 2021, 80
  • [3] Calibration of distributed hydrological models considering the heterogeneity of the parameters across the basin: a case study of SWAT model
    Athira, P.
    Sudheer, K. P.
    ENVIRONMENTAL EARTH SCIENCES, 2021, 80 (04)
  • [4] CALIBRATION AND VALIDATION OF THE SWAT HYDROLOGICAL MODEL FOR THE MUCURI RIVER BASIN
    Almeida, Rafael A.
    Pereira, Silvio B.
    Pinto, Daniel B. F.
    ENGENHARIA AGRICOLA, 2018, 38 (01): : 55 - 63
  • [5] Calibration of Spatially Distributed Hydrological Processes and Model Parameters in SWAT Using Remote Sensing Data and an Auto-Calibration Procedure: A Case Study in a Vietnamese River Basin
    Lan Thanh Ha
    Bastiaanssen, Wim G. M.
    van Griensven, Ann
    van Dijk, Albert I. J. M.
    Senay, Gabriel B.
    WATER, 2018, 10 (02)
  • [6] Sobol''s sensitivity analysis for a distributed hydrological model of Yichun River Basin, China
    Zhang, Chi
    Chu, Jinggang
    Fu, Guangtao
    JOURNAL OF HYDROLOGY, 2013, 480 : 58 - 68
  • [7] New Multisite Cascading Calibration Approach for Hydrological Models: Case Study in the Red River Basin Using the VIC Model
    Xue, Xianwu
    Zhang, Ke
    Hong, Yang
    Gourley, Jonathan J.
    Kellogg, Wayne
    McPherson, Renee A.
    Wan, Zhanming
    Austin, Barney N.
    JOURNAL OF HYDROLOGIC ENGINEERING, 2016, 21 (02)
  • [8] Digital hydrological model of Qinhuai River basin and its application
    Wang, Jian-Qun
    Zhang, Xian-Yang
    Lu, Zhi-Hua
    Shuili Xuebao/Journal of Hydraulic Engineering, 2004, (04):
  • [9] Structural calibration of an semi-distributed hydrological model of the Liard River basin
    Brown, Genevieve
    Craig, James R.
    CANADIAN WATER RESOURCES JOURNAL, 2020, 45 (04) : 287 - 303
  • [10] Global sensitivity analysis and calibration of parameters for a physically-based agro-hydrological model
    Xu, Xu
    Sun, Chen
    Huang, Guanhua
    Mohanty, Binayak P.
    ENVIRONMENTAL MODELLING & SOFTWARE, 2016, 83 : 88 - 102