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
  • [1] DAILY STREAMFLOW SIMULATION IN A SMALL-SCALE FARMLAND CATCHMENT USING MODIFIED SWAT MODEL
    Lv, M.
    Hu, T.
    Dan, L.
    Lv, M.
    [J]. TRANSACTIONS OF THE ASABE, 2014, 57 (01) : 31 - 41
  • [2] Streamflow modeling in a fluctuant climate using SWAT: Yass River catchment in south eastern Australia
    Saha, Partha Pratim
    Zeleke, Ketema
    Hafeez, Mohsin
    [J]. ENVIRONMENTAL EARTH SCIENCES, 2014, 71 (12) : 5241 - 5254
  • [3] Streamflow modeling in a fluctuant climate using SWAT: Yass River catchment in south eastern Australia
    Partha Pratim Saha
    Ketema Zeleke
    Mohsin Hafeez
    [J]. Environmental Earth Sciences, 2014, 71 : 5241 - 5254
  • [4] Modeling streamflow and sediment using SWAT in Ethiopian Highlands
    Addis, Hailu Kendie
    Strohmeier, Stefan
    Ziadat, Feras
    Melaku, Nigus Demelash
    Klik, Andreas
    [J]. INTERNATIONAL JOURNAL OF AGRICULTURAL AND BIOLOGICAL ENGINEERING, 2016, 9 (05) : 51 - 66
  • [5] Quantifying the streamflow response to groundwater abstractions for irrigation or drinking water at catchment scale using SWAT and SWAT–MODFLOW
    Wei Liu
    Seonggyu Park
    Ryan T. Bailey
    Eugenio Molina-Navarro
    Hans Estrup Andersen
    Hans Thodsen
    Anders Nielsen
    Erik Jeppesen
    Jacob Skødt Jensen
    Jacob Birk Jensen
    Dennis Trolle
    [J]. Environmental Sciences Europe, 2020, 32
  • [6] Quantifying the streamflow response to groundwater abstractions for irrigation or drinking water at catchment scale using SWAT and SWAT-MODFLOW
    Liu, Wei
    Park, Seonggyu
    Bailey, Ryan T.
    Molina-Navarro, Eugenio
    Andersen, Hans Estrup
    Thodsen, Hans
    Nielsen, Anders
    Jeppesen, Erik
    Jensen, Jacob Skodt
    Jensen, Jacob Birk
    Trolle, Dennis
    [J]. ENVIRONMENTAL SCIENCES EUROPE, 2020, 32 (01)
  • [7] Daily Streamflow Forecasting in Mountainous Catchment Using XGBoost, LightGBM and CatBoost
    Szczepanek, Robert
    [J]. HYDROLOGY, 2022, 9 (12)
  • [8] Keliling Reservoir Catchment Area Modeling Using SWAT Model
    Ferijal, Teuku
    Mechram, Siti
    Jayanti, Dewi Sri
    Satriyo, Purwana
    [J]. AGRITECH, 2015, 35 (01): : 121 - 127
  • [9] Impacts of Spatial Interpolation Methods on Daily Streamflow Predictions with SWAT
    Felix, Micah Lourdes
    Jung, Kwansue
    [J]. WATER, 2022, 14 (20)
  • [10] Coupling SWAT and ANN models for enhanced daily streamflow prediction
    Noori, Navideh
    Kalin, Latif
    [J]. JOURNAL OF HYDROLOGY, 2016, 533 : 141 - 151