Modeling Daily Streamflow from Idamalayar Catchment Using SWAT

被引:0
|
作者
Reshma, C. [1 ]
Arunkumar, R. [1 ]
机构
[1] Natl Inst Technol Calicut, Dept Civil Engn, Kozhikode 673601, Kerala, India
关键词
Streamflow simulation; SWAT; Sensitivity analysis; Idamalayar; CALIBRATION;
D O I
10.1007/978-981-99-8568-5_26
中图分类号
P9 [自然地理学];
学科分类号
0705 ; 070501 ;
摘要
SWAT, a semi-distributed, continuous, and process-based hydrologic model, is used for many applications such as streamflow simulations, water quality modeling, sediment yield modeling, etc. It requires spatial as well as temporal data as input. The present study examines the application of SWAT in simulating the daily streamflow from the Idamalayar catchment, Kerala. The model was simulated from 1987 through 2017 using daily meteorological data keeping three years as a warm-up. To calibrate and validate the model, a stand-alone tool, SWAT-CUP, is used. The model's capability to reproduce daily streamflow was assessed by means of the four performance- measures, which are R2, NSE, PBIAS, and RSR. The values of these indicators turned out to be 0.64, 0.61, 22.5, and 0.63, respectively, in calibration, and while validating, these values were found to be 0.75, 0.67, 36.9, and 0.58, respectively. These values show that the model reasonably simulated the streamflow, especially at a daily time scale. Global sensitivity analyses showed that the effective hydraulic conductivity in main channel alluvium is the most sensitive parameter, followed by the SCS runoff curve number.
引用
收藏
页码:361 / 371
页数:11
相关论文
共 50 条
  • [41] Simulation of Upper Kuantan River Basin Streamflow Using SWAT Model
    Mohd, Mohd Syazwan Faisal
    Juneng, Liew
    Tangang, Fredolin
    Abd Rahman, Nor Faiza
    Khalid, Khairi
    Haron, Siti Humaira
    [J]. 2015 UKM FST POSTGRADUATE COLLOQUIUM, 2015, 1678
  • [42] Streamflow data assimilation in SWAT model using Extended Kalman Filter
    Sun, Leqiang
    Nistor, Ioan
    Seidou, Ousmane
    [J]. JOURNAL OF HYDROLOGY, 2015, 531 : 671 - 684
  • [43] Using precipitation data ensemble for uncertainty analysis in SWAT streamflow simulation
    Strauch, Michael
    Bernhofer, Christian
    Koide, Sergio
    Volk, Martin
    Lorz, Carsten
    Makeschin, Franz
    [J]. JOURNAL OF HYDROLOGY, 2012, 414 : 413 - 424
  • [44] DAILY STREAMFLOW SIMULATION USING RECESSION CHARACTERISTICS
    Kottegoda, N. T.
    Natale, L.
    Raiteri, E.
    [J]. JOURNAL OF HYDROLOGIC ENGINEERING, 2000, 5 (01) : 17 - 24
  • [45] Modeling the Impact of Climate Change on Streamflow in the Meghna River Basin: An Analysis Using SWAT and CMIP6 Scenarios
    Mamoon, Wasif Bin
    Jahan, Nasreen
    Abdullah, Faruque
    Rahman, Ataur
    [J]. WATER, 2024, 16 (08)
  • [46] Coupling SWAT and LSTM for Improving Daily Streamflow Simulation in a Humid and Semi-humid River Basin
    Mei, Ziyi
    Peng, Tao
    Chen, Lu
    Singh, Vijay P.
    Yi, Bin
    Leng, Zhiyuan
    Gan, Xiaoxue
    Xie, Tao
    [J]. WATER RESOURCES MANAGEMENT, 2024,
  • [47] Streamflow Modeling in a Highly Managed Mountainous Glacier Watershed Using SWAT: The Upper Rhone River Watershed Case in Switzerland
    Rahman, Kazi
    Maringanti, Chetan
    Beniston, Martin
    Widmer, Florian
    Abbaspour, Karim
    Lehmann, Anthony
    [J]. WATER RESOURCES MANAGEMENT, 2013, 27 (02) : 323 - 339
  • [48] Streamflow Modeling in a Highly Managed Mountainous Glacier Watershed Using SWAT: The Upper Rhone River Watershed Case in Switzerland
    Kazi Rahman
    Chetan Maringanti
    Martin Beniston
    Florian Widmer
    Karim Abbaspour
    Anthony Lehmann
    [J]. Water Resources Management, 2013, 27 : 323 - 339
  • [49] Multiple-input transfer function modeling of daily streamflow series using nonlinear inputs
    Astatkie, T
    Watt, WE
    [J]. WATER RESOURCES RESEARCH, 1998, 34 (10) : 2717 - 2725
  • [50] On the ability to infer spatial catchment variability using streamflow hydrographs
    Pokhrel, Prafulla
    Gupta, Hoshin V.
    [J]. WATER RESOURCES RESEARCH, 2011, 47