Changes in precipitation extremes over the Kelantan River Basin, Malaysia

Regional spatio-temporal assessment of extreme precipitation is essential to develop better climate adaptation and mitigation strategies. This study evaluated trends in precipitation extremes from 1985 to 2014 in the Kelantan River Basin (KRB), Malaysia. Forty-one climate stations that had <10% missing data, and which passed the data quality control and homogeneity tests were selected. Trends of 14 precipitation extreme indices recommended by the Expert Team on Climate Change Detection and Indices that related to duration, threshold, absolute, relative and percentile indices were analysed using the Mann–Kendall and Sen's tests. Generally, most of the regional precipitation extremes' indices had increased trends, except the consecutive dry days and consecutive wet days, which are quite consistent with global scale trends studies. On a monthly scale, the maximum 5-day precipitation amount (Rx5d) had increasing trends in January (34.91 mm decade−1) and December (13.96 mm decade−1), by field significance at 95% confidence level. For spatial context, most of the stations with significant trends were distributed in the south-western (mountainous) and northern (near-coastal) regions. In the Tropics, the KRB's extremes indices trends had a similar pattern to the West Pacific, Indian Ocean and Caribbean regions, but were different from Western Thailand, the South China Sea and the North Inter-tropical Convergence Zone, showing that trends of precipitation extreme events are different regionally. Overall, the Pacific Decadal Oscillation, Multivariate El-Nino Southern Oscillation Index, Indian Ocean Dipole and Madden-Julian Oscillation had a significant relationship with all precipitation extremes' indices, and they are contributors to climate changes in this basin.

[1]  R. Trigo,et al.  Trends and correlations in annual extreme precipitation indices for mainland Portugal, 1941–2007 , 2014, Theoretical and Applied Climatology.

[2]  Zheng Duan,et al.  Impacts of land-use and climate variability on hydrological components in the Johor River basin, Malaysia , 2015 .

[3]  A. K. Tank,et al.  Trends in Indices of Daily Temperature and Precipitation Extremes in Europe, 1946–99 , 2003 .

[4]  Tannecia S. Stephenson,et al.  Changes in extreme temperature and precipitation in the Caribbean region, 1961–2010 , 2014 .

[5]  L. Alexander,et al.  An updated assessment of trends and variability in total and extreme rainfall in the western Pacific , 2014 .

[6]  A. Jemain,et al.  Spatial patterns and trends of daily rainfall regime in Peninsular Malaysia during the southwest and northeast monsoons: 1975–2004 , 2010 .

[7]  Yue‐Ping Xu,et al.  Detection of trends in precipitation extremes in Zhejiang, east China , 2011, Theoretical and Applied Climatology.

[8]  R. E. Livezey,et al.  Statistical Field Significance and its Determination by Monte Carlo Techniques , 1983 .

[9]  H. B. Mann Nonparametric Tests Against Trend , 1945 .

[10]  J. Matsumoto,et al.  Trends in Precipitation Extremes over Southeast Asia , 2009 .

[11]  L. Juneng,et al.  Historical trend of hourly extreme rainfall in Peninsular Malaysia , 2015, Theoretical and Applied Climatology.

[12]  P. Sen Estimates of the Regression Coefficient Based on Kendall's Tau , 1968 .

[13]  Qiang Xu,et al.  Classification of large-scale landslides induced by the 2008 Wenchuan earthquake, China , 2015, Environmental Earth Sciences.

[14]  Seasonally dependent changes of precipitation extremes over Germany since 1950 from a very dense observational network , 2008 .

[15]  M. Babel,et al.  Trends in extreme rainfall and temperature indices in the western Thailand , 2014 .

[16]  W. Cleveland,et al.  Locally Weighted Regression: An Approach to Regression Analysis by Local Fitting , 1988 .

[17]  K. Wolter The Southern Oscillation in Surface Circulation and Climate over the Tropical Atlantic, Eastern Pacific, and Indian Oceans as Captured by Cluster Analysis , 1987 .

[18]  Anuj Srivastava,et al.  Updated analyses of temperature and precipitation extreme indices since the beginning of the twentieth century: The HadEX2 dataset , 2013 .

[19]  Yuping Yan,et al.  Changes in daily climate extremes in China and their connection to the large scale atmospheric circulation during 1961–2003 , 2011 .

[20]  Ranghui Wang,et al.  Recent changes of precipitation in Gansu, Northwest China: An index-based analysis , 2017, Theoretical and Applied Climatology.

[21]  M. Rusticucci,et al.  Trends in Total and Extreme South American Rainfall in 1960–2000 and Links with Sea Surface Temperature , 2006 .

[22]  A. Limsakul,et al.  Long-term trends and variability of total and extreme precipitation in Thailand , 2016 .

[23]  W. Higgins,et al.  Long‐term changes in total and extreme precipitation over China and the United States and their links to oceanic–atmospheric features , 2014 .

[24]  Interannual variability of monsoons in Malaysia and its relationship with ENSO , 1993, Journal of Earth System Science.

[25]  F. Zheng,et al.  Trends and variability of daily precipitation and extremes during 1960–2012 in the Yangtze River Basin, China , 2017 .

[26]  H. Diamond,et al.  On the state of the knowledge of rainfall extremes in the western and northern Pacific basin , 2015 .

[27]  Chuanhao Wu,et al.  Spatial and temporal distributions of trends in climate extremes of the Feilaixia catchment in the upstream area of the Beijiang River Basin, South China , 2014 .

[28]  Arthur P. Cracknell,et al.  Evaluation of Six High-Resolution Satellite and Ground-Based Precipitation Products over Malaysia , 2015, Remote. Sens..

[29]  M. Haylock,et al.  Observed coherent changes in climatic extremes during the second half of the twentieth century , 2002 .

[30]  Xuebin Zhang,et al.  Characteristics of Daily and Extreme Temperatures over Canada , 2001 .

[31]  Fredolin Tangang,et al.  Climate change and variability over Malaysia: gaps in science and research information , 2012 .

[32]  Clemens Simmer,et al.  Improving Estimates of Heavy and Extreme Precipitation Using Daily Records from European Rain Gauges , 2009 .

[33]  C. Simmer,et al.  On the robustness of the estimates of centennial‐scale variability in heavy precipitation from station data over Europe , 2005 .

[34]  Thomas C. Peterson,et al.  Changes in precipitation and temperature extremes in Central America and northern South America, 1961–2003 , 2005 .

[35]  Cheng Li,et al.  Changes in climate extremes and their impact on wheat yield in Tianshan Mountains region, northwest China , 2016, Environmental Earth Sciences.

[36]  N. Chan Flood disaster management in Malaysia: an evaluation of the effectiveness of government resettlement schemes , 1995 .

[37]  A. Bárdossy,et al.  Statistical analysis of sub-daily precipitation extremes in Singapore , 2015 .

[38]  D. Easterling,et al.  Trends in Intense Precipitation in the Climate Record , 2005 .

[39]  Sheng Yue,et al.  A comparison of the power of the t test, Mann-Kendall and bootstrap tests for trend detection / Une comparaison de la puissance des tests t de Student, de Mann-Kendall et du bootstrap pour la détection de tendance , 2004 .

[40]  S. Seneviratne,et al.  Global assessment of trends in wetting and drying over land , 2014 .

[41]  B. Goswami,et al.  A dipole mode in the tropical Indian Ocean , 1999, Nature.

[42]  Maeng-Ki Kim,et al.  Observed short‐ and long‐term changes in summer precipitation over South Korea and their links to large‐scale circulation anomalies , 2017 .

[43]  P. Atkinson,et al.  Exploring the impact of climate and land use changes on streamflow trends in a monsoon catchment , 2011 .

[44]  Daming He,et al.  Variability of extreme precipitation over Yunnan Province, China 1960–2012 , 2015 .

[45]  A. K. Tank,et al.  An Alternative Index for the Contribution of Precipitation on Very Wet Days to the Total Precipitation , 2014 .

[46]  Xuebin Zhang,et al.  Trends in Middle East climate extreme indices from 1950 to 2003 , 2005 .

[47]  L. Juneng,et al.  Mechanisms of Malaysian Rainfall Anomalies , 2004 .

[48]  Sheng-jie Wang,et al.  Changes in precipitation extremes over Shaanxi Province, northwestern China, during 1960–2011 , 2013 .

[49]  C. Konrad The Most Extreme Precipitation Events over the Eastern United States from 1950 to 1996: Considerations of Scale , 2001 .

[50]  Fen-li Chen,et al.  Annual and seasonal changes in means and extreme events of precipitation and their connection to elevation over Yunnan Province, China , 2015 .

[51]  E. Wallace,et al.  Influence of Madden‐Julian Oscillation on Southeast Asia rainfall extremes: Observations and predictability , 2014 .

[52]  Neville Nicholls,et al.  Trends in extreme daily rainfall and temperature in Southeast Asia and the South Pacific: 1961–1998 , 2001 .

[53]  Yi Li,et al.  Recent changes in extreme precipitation and drought over the Songhua River Basin, China, during 1960-2013 , 2015 .

[54]  Daniel S. Wilks,et al.  On “Field Significance” and the False Discovery Rate , 2006 .

[55]  A. Jemain,et al.  Investigating the impacts of adjoining wet days on the distribution of daily rainfall amounts in Peninsular Malaysia , 2009 .

[56]  Jun Matsumoto,et al.  Long-term trends and variability of rainfall extremes in the Philippines , 2014 .

[57]  Thomas C. Peterson,et al.  Changes in North American extremes derived from daily weather data , 2008 .

[58]  Z. Yusop,et al.  Impacts and uncertainties of climate change on streamflow of the Johor River Basin, Malaysia using a CMIP5 General Circulation Model ensemble , 2014 .

[59]  X. Zou,et al.  Changes in precipitation extremes over the Pearl River Basin, southern China, during 1960–2012 , 2014 .

[60]  G. Hegerl,et al.  Human contribution to more-intense precipitation extremes , 2011, Nature.

[61]  Thomas C. Peterson,et al.  Changes in daily temperature and precipitation extremes in central and south Asia , 2006 .

[62]  Nir Y. Krakauer,et al.  Global trends in extreme precipitation: climate models versus observations , 2014 .

[63]  Yuehua Wu,et al.  New Techniques for the Detection and Adjustment of Shifts in Daily Precipitation Data Series , 2010 .

[64]  J. V. Revadekar,et al.  Global observed changes in daily climate extremes of temperature and precipitation , 2006 .

[65]  D. Yan,et al.  Changes in extreme precipitation in the Huang-Huai-Hai River basin of China during 1960-2010 , 2015, Theoretical and Applied Climatology.

[66]  A. Jemain,et al.  Recent changes in extreme rainfall events in Peninsular Malaysia: 1971–2005 , 2009 .

[67]  J. Wallace,et al.  A Pacific Interdecadal Climate Oscillation with Impacts on Salmon Production , 1997 .

[68]  D. Easterling,et al.  CCI/CLIVAR Workshop to Develop Priority Climate Indices , 2003 .

[69]  G. Ren,et al.  Changes in means and extreme events of temperature and precipitation in the Asia‐Pacific Network region, 1955–2007 , 2009 .

[70]  L. Juneng,et al.  On the roles of the northeast cold surge, the Borneo vortex, the Madden‐Julian Oscillation, and the Indian Ocean Dipole during the extreme 2006/2007 flood in southern Peninsular Malaysia , 2008 .

[71]  L. Alexander,et al.  Changes in temperature and precipitation extremes over the Indo‐Pacific region from 1971 to 2005 , 2011 .

[72]  S. Yue,et al.  Power of the Mann–Kendall and Spearman's rho tests for detecting monotonic trends in hydrological series , 2002 .

[73]  Carlos A. Coelho,et al.  Evidence of trends in daily climate extremes over southern and west Africa , 2006 .

[74]  L. S. Pereira,et al.  Spatial patterns and temporal trends of daily precipitation indices in Iran , 2014, Climatic Change.