Assessment of climate change impact on future streamflow at Bernam river basin Malaysia

被引:4
作者
Ismail, H. [1 ,2 ]
Rowshon, M. K. [1 ]
Hin, L. S. [3 ]
Abdullah, A. F. B. [1 ]
Nasidi, N. M. [4 ]
机构
[1] Univ Putra Malaysia, Fac Engn, Dept Biol & Agr Engn, Upm Serdang 43400, Selangor, Malaysia
[2] Ahmadu Bello Univ, Dept Agr & Bioresources Engn, Zaria, Nigeria
[3] Univ Malaya, Fac Engn, Dept Civil Engn, Kuala Lumpur 50603, Wilayah Perseku, Malaysia
[4] Bayero Univ, Dept Agr & Environm Engn, Kano, Nigeria
来源
10TH IGRSM INTERNATIONAL CONFERENCE AND EXHIBITION ON GEOSPATIAL & REMOTE SENSING | 2020年 / 540卷
关键词
WATER-QUALITY; POTENTIAL IMPACTS; HYDROLOGY; MODEL; VARIABILITY;
D O I
10.1088/1755-1315/540/1/012040
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Climate change is anticipated to bring variability in future streamflows in various watersheds. Soil Water Assessment Tool (SWAT 2012 version) was evaluated using streamflow data (1976-2006), and assessed the potential impacts of climate change driven by projections from ten global climate models (GCMs) under three Representative Concentration Pathways (RCPs) scenarios (RCPs 4.5, 6.0 and 8.5) on future streamflow (2010-2039), (2040-2069) and (2070-2099) at the Bernam River Basin, Malaysia. The model efficiency during calibration and validation, with coefficient of determination (R-2), Nash-sutcliffe efficiency (NS), Percent Bias (PBIAS) and Root mean square error-standard deviation ratio (RSR) is 0.67, 0.62, -5.4 and 0.64; and 0.64, 0.61, -4.2 and 0.65, respectively. This shows that SWAT coupled with GIS extension is a good tool for continuous simulation. Future streamflow is projected to decrease in all future periods during main and off-seasons. However, the changes would be more pronounced during the off-season period with a significant decrease of -9.14 % under the worst-case scenario (RCP8.5). Therefore, the Basin may likely to experience tremendous pressure in the late century due to low streamflow, particularly during the off-season months.
引用
收藏
页数:6
相关论文
共 22 条
[11]   Application of the SWAT hydrologic model to a tropical watershed at Brazil [J].
Fukunaga, Danilo Costa ;
Cecilio, Roberto Avelino ;
Zanetti, Sidney Sara ;
Oliveira, Lais Thomazini ;
Costa Caiado, Marco Aurelio .
CATENA, 2015, 125 :206-213
[12]   Impacts of climate change on streamflow in the Upper Mississippi River Basin: A regional climate model perspective [J].
Jha, M ;
Pan, ZT ;
Takle, ES ;
Gu, R .
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2004, 109 (D9) :D091051-12
[13]  
JICA D, 1996, DETAILED STUDY WATER, V1
[14]   Impacts of land use change and climate variability on hydrology in an agricultural catchment on the Loess Plateau of China [J].
Li, Zhi ;
Liu, Wen-zhao ;
Zhang, Xun-chang ;
Zheng, Fen-li .
JOURNAL OF HYDROLOGY, 2009, 377 (1-2) :35-42
[15]   Assessment of climate change impacts on hydrology and water quality with a watershed modeling approach [J].
Luo, Yuzhou ;
Ficklin, Darren L. ;
Liu, Xiaomang ;
Zhang, Minghua .
SCIENCE OF THE TOTAL ENVIRONMENT, 2013, 450 :72-82
[16]   Analysis of impacts of climate variability and human activity on streamflow for a river basin in arid region of northwest China [J].
Ma, Zhenmei ;
Kang, Shaozhong ;
Zhang, Lu ;
Tong, Ling ;
Su, Xiaoling .
JOURNAL OF HYDROLOGY, 2008, 352 (3-4) :239-249
[17]   Evaluation of modified CN methods for watershed runoff estimation using a GIS-based interface [J].
Patil, J. P. ;
Sarangi, A. ;
Singh, A. K. ;
Ahmad, T. .
BIOSYSTEMS ENGINEERING, 2008, 100 (01) :137-146
[18]   Agricultural green and blue water consumption and its influence on the global water system [J].
Rost, Stefanie ;
Gerten, Dieter ;
Bondeau, Alberte ;
Lucht, Wolfgang ;
Rohwer, Janine ;
Schaphoff, Sibyll .
WATER RESOURCES RESEARCH, 2008, 44 (09)
[19]   Modeling climate-smart decision support system (CSDSS) for analyzing water demand of a large-scale rice irrigation scheme [J].
Rowshon, M. K. ;
Dlamini, N. S. ;
Mojid, M. A. ;
Adib, M. N. M. ;
Amin, M. S. M. ;
Lai, S. H. .
AGRICULTURAL WATER MANAGEMENT, 2019, 216 :138-152
[20]   Improving Irrigation Water Delivery Performance of a Large-Scale Rice Irrigation Scheme [J].
Rowshon, M. K. ;
Mojid, M. A. ;
Amin, M. S. M. ;
Azwan, M. ;
Yazid, A. M. .
JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING, 2014, 140 (08)