Unsteady High Velocity Flood Flows and the Development of Rating Curves in a Himalayan Basin under Climate Change Scenarios

被引:9
|
作者
Singh, Vishal [1 ]
Goyal, Manish Kumar [1 ]
机构
[1] Indian Inst Technol, Dept Civil Engn, Gauhati 781039, Assam, India
关键词
Hydrodynamic model; Soil and Water Assessment Tool (SWAT); Coupled Model Intercomparison Phase 5 (CMIP5) CM3 GCM; Rating curves; Design flow; Teesta River; LOWLAND WET GRASSLAND; UNCERTAINTY ANALYSIS; EASTERN HIMALAYAS; MODELING SYSTEM; CHANGE IMPACT; TEMPERATURE; SWAT; RIVER; PRECIPITATION; ALGORITHM;
D O I
10.1061/(ASCE)HE.1943-5584.0001530
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Hydrologic models are not able to compute unsteady flood flows, and the hydraulic models are sometimes found less effective in uncertainty estimation in the modeling outcomes. This study presents a coupled modeling framework to analyze the unsteady flows in the downstream of the Teesta and Lachung Rivers using hydrodynamic and hydrological models. The present approach leads to unsteady flow simulations along stream channel reach. Soil and Water Assessment Tool (SWAT) model is used for the projection of streamflow, water depth, and precipitation at various gauged and ungauged locations over the selected catchment using Coupled Model Intercomparison Phase 5 (CMIP5) CM3 model data sets with their representative concentration pathway (RCP) experiments and observed hydrometeorological data. SWAT-based projected scenarios are incorporated in the hydrodynamic model for the projection of water level, flood discharge, and flooded area at different sections in the downstream of the Teesta and Lachung Rivers. Using projected flood flows and water-level data, the rating curve equations have been developed at the outlets such as Chungthang and Lachung. The study outcomes resulting from both models show a very good agreement between the simulated streamflow and observed streamflow at the outlet locations. The uncertainties can also be associated in the modeling outcomes. Thus, a statistical-cum-stochastic downscaling method has been applied to downscale the CMIP5 CM3 model-based meteorological variables (e.g., temperature and precipitation). The modeling errors prior to project streamflow have been adjusted using a sequential parameter fitting approach (SUFI2). The hydrodynamic model-based projected unsteady flood flows are found highly uncertain in the downstream portion of both rivers, and thus several extreme flood peaks have been observed in the final outcomes. The observations show that the water velocities have increased in the projected scenarios (recorded as 8.5 m/s), as compared to historical scenarios (6.5 m/s). Using projected time series discharge and water level (stage), the rating curve equations, which have been developed as per the low to extreme emission scenarios, can be used in the future planning and management of the water resources systems. (C) 2017 American Society of Civil Engineers.
引用
收藏
页数:20
相关论文
共 50 条
  • [1] An assessment of snow-glacier melt runoff under climate change scenarios in the Himalayan basin
    Singh, Vishal
    Jain, Sanjay Kumar
    Goyal, Manish Kumar
    STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT, 2021, 35 (10) : 2067 - 2092
  • [2] Modelling future flood events under climate change scenarios in the Pungwe River Basin
    Mavaringana, Moises
    Gumindoga, Webster
    Onema, Jean-Marie
    Makurira, Hodson
    WATER PRACTICE AND TECHNOLOGY, 2023, 18 (05) : 1300 - 1316
  • [3] Flood hazard assessment using design rainfall under climate change scenarios in the Kelantan River Basin, Malaysia
    Tam, Tze Huey
    Rahman, Muhammad Zulkarnain Abdul
    Harun, Sobri
    Shahid, Shamsuddin
    Try, Sophal
    Jamal, Mohamad Hidayat
    Ismail, Zamri
    Razak, Khamarrul Azahari
    Ghani, Mohd Khairolden
    Wahab, Yusrin Faiz Abdul
    INTERNATIONAL JOURNAL OF DISASTER RESILIENCE IN THE BUILT ENVIRONMENT, 2025, 16 (01) : 1 - 19
  • [4] Development of flood hazard index under climate change scenarios in Java']Java Island
    Farid, Mohammad
    Sihombing, Yeremia Immanuel
    Kuntoro, Arno Adi
    Adityawan, Mohammad Bagus
    Syuhada, Muhammad Marshal
    Januriyadi, Nurul Fajar
    Moe, Idham Riyando
    Nurhakim, Ardhi
    PROGRESS IN DISASTER SCIENCE, 2023, 20
  • [5] Assessment of hydrological response in Subarnarekha river basin under anticipated climate change scenarios
    Rao, Madhusudana C.
    Bardhan, A.
    Patra, J. P.
    GLOBAL NEST JOURNAL, 2020, 22 (02): : 207 - 219
  • [6] Trend and persistence of precipitation under climate change scenarios for Kansabati basin, India
    Mishra, Ashok K.
    Ozger, Mehmet
    Singh, Vijay P.
    HYDROLOGICAL PROCESSES, 2009, 23 (16) : 2345 - 2357
  • [7] Assessment of future flood inundations under climate and land use change scenarios in the Ciliwung River Basin, Jakarta
    Mishra, B. K.
    Emam, A. Rafiei
    Masago, Y.
    Kumar, P.
    Regmi, R. K.
    Fukushi, K.
    JOURNAL OF FLOOD RISK MANAGEMENT, 2018, 11 : S1105 - S1115
  • [8] Climate change and hydrological regime of the high-altitude Indus basin under extreme climate scenarios
    Dahri, Zakir Hussain
    Ludwig, Fulco
    Moors, Eddy
    Ahmad, Shakil
    Ahmad, Bashir
    Ahmad, Sarfraz
    Riaz, Muhammad
    Kabat, Pavel
    SCIENCE OF THE TOTAL ENVIRONMENT, 2021, 768
  • [9] Range shifts of a relict Himalayan dragonfly in the Hindu Kush Himalayan region under climate change scenarios
    Shah, Ram Devi Tachamo
    Shah, Deep Narayan
    Domisch, Sami
    INTERNATIONAL JOURNAL OF ODONATOLOGY, 2012, 15 (03) : 209 - 222
  • [10] Impacts of climate change on streamflows under RCP scenarios: A case study in Xin River Basin, China
    Zhang, Yuqing
    You, Qinglong
    Chen, Changchun
    Ge, Jing
    ATMOSPHERIC RESEARCH, 2016, 178 : 521 - 534