Spatio-temporal analysis of rainfall extremes in the flood-prone Nagavali and Vamsadhara Basins in eastern India

被引:43
作者
Rao, G. Venkata [1 ]
Reddy, K. Venkata [1 ]
Srinivasan, Raghavan [2 ]
Sridhar, Venkataramana [3 ]
Umamahesh, N., V [1 ]
Pratap, Deva [1 ]
机构
[1] Natl Inst Technol Warangal, Dept Civil Engn, Warangal 506004, Telangana, India
[2] Texas A&M Univ, Spatial Sci Lab, Agrilife Res, College Stn, TX 77843 USA
[3] Virginia Polytech Inst & State Univ, Dept Biol Syst Engn, Blacksburg, VA 24061 USA
来源
WEATHER AND CLIMATE EXTREMES | 2020年 / 29卷
基金
美国食品与农业研究所;
关键词
Rainfall; Extremes; Mann-kendall test; Sen's slope; Kriging interpolation; KENDALL TREND TEST; HYDROCLIMATIC VARIABILITY; PRECIPITATION; CLIMATE; FREQUENCY; EVENTS;
D O I
10.1016/j.wace.2020.100265
中图分类号
P4 [大气科学(气象学)];
学科分类号
0706 ; 070601 ;
摘要
Understanding the spatio-temporal distribution of rainfall characteristics has a major role in assessing the availability of water resources over a catchment. Therefore, it is necessary to understand the changes in rainfall characteristics using gridded precipitation data and robust statistical analysis for making decisions. In this study, the trends in rainfall and rainfall extremes over the Nagavali and Vamsadhara river basins are studied at three time steps (long-term-1901-2018, pre-1950, and post-1950) with four different Mann-Kendall (MK) tests using daily gridded rainfall data of 118 years (1901-2018). The spatial patterns of the trends are evaluated with the kriging interpolation method. Magnitude in rainfall and rainfall extremes (CDD, CWD, PRCPTOT, R10MM, R20MM, R40MM, R95PTOT, RX1DAY, and RX5DAY) are analyzed using the Sen's slope method. Except in the monsoon season, a decreasing trend is observed in all the rainfall extremes in post-1950 compared to pre-1950 period. Whereas, in the monsoon an increasing trend is observed for the extremes in post-1950 period. Overall period (i.e, 1901-2018) an increasing trend is observed for rainfall and rainfall extremes in the pre-monsoon (March-May), monsoon (June-Sep) seasons and a decreasing trend in the winter season (Dec-Feb) for both the basins. No obvious trends are evident in the post-monsoon season (Oct-Nov). At the annual scale, rainfall and rainfall extremes exhibited an increasing trend. Overall, the Nagavali basin experienced more extreme rainfall events indicating the higher vulnerability of floods while the middle and lower portions of the Vamsadhara basin shown increase in extremes. When linked with hydrological analysis, insights gained from this study are useful for flood vulnerability mapping and risk assessment for both the basins.
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页数:13
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共 42 条
[1]   Trend analysis of rainfall in four meteorological subdivisions of southern India using nonparametric methods and discrete wavelet transforms [J].
Adarsh, S. ;
Reddy, M. Janga .
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2015, 35 (06) :1107-1124
[2]  
[Anonymous], HURST KOLMOGOROV PRO
[3]   An analysis of precipitation climatology over Indian urban agglomeration [J].
Bisht, Deepak Singh ;
Chatterjee, Chandranath ;
Raghuwanshi, Narendra Singh ;
Sridhar, Venkataramana .
THEORETICAL AND APPLIED CLIMATOLOGY, 2018, 133 (1-2) :421-436
[4]   Spatio-temporal trends of rainfall across Indian river basins [J].
Bisht, Deepak Singh ;
Chatterjee, Chandranath ;
Raghuwanshi, Narendra Singh ;
Sridhar, Venkataramana .
THEORETICAL AND APPLIED CLIMATOLOGY, 2018, 132 (1-2) :419-436
[5]  
Bronaugh D., 2019, PCIC IMPLEMENTATION
[6]   Changes in the characteristics of rain events in India [J].
Dash, S. K. ;
Kulkarni, Makarand A. ;
Mohanty, U. C. ;
Prasad, K. .
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2009, 114
[7]   Changes in climate extremes over major river basins of India [J].
Deshpande, N. R. ;
Kothawale, D. R. ;
Kulkarni, A. .
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2016, 36 (14) :4548-4559
[8]   Hydrometeorological aspects of floods in India [J].
Dhar, ON ;
Nandargi, S .
NATURAL HAZARDS, 2003, 28 (01) :1-33
[9]   Spatio-Temporal Trends and Projections of Climate Indices in the Banas River Basin, India [J].
Dubey S.K. ;
Sharma D. .
Environmental Processes, 2018, 5 (4) :743-768
[10]   Lack of uniform trends but increasing spatial variability in observed Indian rainfall extremes [J].
Ghosh, Subimal ;
Das, Debasish ;
Kao, Shih-Chieh ;
Ganguly, Auroop R. .
NATURE CLIMATE CHANGE, 2012, 2 (02) :86-91