Statistical analyses of spatial and temporal variabilities in total, daytime, and nighttime precipitation indices and of extreme dry/wet association with large-scale circulations of Southwest China, 1961–2016

Abstract The spatial and temporal variabilities of total precipitation (TP), daytime precipitation (DP), nighttime precipitation (NP), and their corresponding extremes in Southwest China (SWC) were investigated based on daily precipitation records from 112 meteorological stations obtained during 1961–2016. The standardized precipitation index was used to analyze extreme dry/wet events, and correlations with climate indices were detected using cross-wavelet analysis. The results indicated that on annual and seasonal scales, the majority of meteorological station records displayed downward trends for TP, DP, and NP (except in spring), which were particularly evident in autumn. Spatially, on both annual and seasonal timescales, higher values of TP and NP were found in southwestern parts of the Hengduan Mountains (HDM), southern and eastern parts of the Yunnan–Guizhou Plateau (YGP), and in southwestern and southeastern areas of the Sichuan Basin (SCB). The occurrences of dry/wet events in SWC were found correlated particularly well with ENSO. Furthermore, extreme dry/wet events were found to occur during El Nino and La Nina years, whereas the frequency of extreme dry events was found higher than extreme wet events during both El Nino and La Nina years since 2001. The findings of this study suggest that TP (TPd), DP (DPd), and NP (NPd) all showed decreasing trends, while extreme precipitation showed an increasing trend, indicating that both the intensity and the concentration of precipitation are increasing. Therefore, the risks of heavy precipitation and flooding are likely to increase in SWC, particularly in the SCB and that extreme events might be strengthened in certain seasons.

[1]  V. Singh,et al.  Changes in extreme precipitation in Texas , 2010 .

[2]  A. Kitoh,et al.  Monsoons in a changing world: A regional perspective in a global context , 2013 .

[3]  Tianjun Zhou,et al.  Detecting and understanding the multi-decadal variability of the East Asian Summer Monsoon: Recent progress and state of affairs , 2009 .

[4]  Michael F. Hutchinson,et al.  Interpolation of Rainfall Data with Thin Plate Smoothing Splines - Part I: Two Dimensional Smoothing of Data with Short Range Correlation , 1998 .

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

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

[7]  H. Storch,et al.  Detectable anthropogenic shift toward heavy precipitation over eastern China , 2017 .

[8]  S. Liu,et al.  Changes in precipitation pattern and risk of drought over India in the context of global warming , 2014 .

[9]  J. Dracup,et al.  The Quantification of Drought: An Evaluation of Drought Indices , 2002 .

[10]  A. V. Vecchia,et al.  Global pattern of trends in streamflow and water availability in a changing climate , 2005, Nature.

[11]  R. Edwards,et al.  Decreasing monsoon precipitation in southwest China during the last 240 years associated with the warming of tropical ocean , 2017, Climate Dynamics.

[12]  Yanxi Wang,et al.  Spatial distribution modeling of temperature increase for the uplifted mountain terrains and its characteristics in Southwest China , 2017, Journal of Mountain Science.

[13]  Jianping Huang,et al.  Bivariate wavelet analysis of Asia monsoon and ENSO , 1996 .

[14]  Da‐Lin Zhang,et al.  Diurnal Variations of Presummer Rainfall over Southern China , 2017 .

[15]  Wanli Shi,et al.  Spatial and temporal variability of daily precipitation concentration in the Lancang River basin, China , 2013 .

[16]  R. Lan,et al.  Diurnal Variations of Rainfall in Surface and Satellite Observations at the Monsoon Coast (South China) , 2017 .

[17]  Xing-wei Chen,et al.  Variability of precipitation extremes and dryness/wetness over the southeast coastal region of China, 1960–2014 , 2017 .

[18]  D. Randall,et al.  Convective Precipitation Variability as a Tool for General Circulation Model Analysis , 2007 .

[19]  M. Hutchinson,et al.  Splines — more than just a smooth interpolator , 1994 .

[20]  H. Theil A Rank-Invariant Method of Linear and Polynomial Regression Analysis , 1992 .

[21]  T. McKee,et al.  THE RELATIONSHIP OF DROUGHT FREQUENCY AND DURATION TO TIME SCALES , 1993 .

[22]  F. Jin,et al.  The Possible Influence of a Nonconventional El Niño on the Severe Autumn Drought of 2009 in Southwest China , 2013 .

[23]  Guido D. Salvucci,et al.  Shifting seasonality and increasing frequency of precipitation in wet and dry seasons across the U.S. , 2013 .

[24]  A. Dai,et al.  Summer Precipitation Frequency, Intensity, and Diurnal Cycle over China: A Comparison of Satellite Data with Rain Gauge Observations , 2007 .

[25]  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 .

[26]  V. Babovic,et al.  Analysis of variability and trends of precipitation extremes in Singapore during 1980–2013 , 2018 .

[27]  Wei Zhang,et al.  Spatial and temporal trends of temperature and precipitation during 1960–2008 at the Hengduan Mountains, China , 2011 .

[28]  布仁仓 Bu Rencang,et al.  Characteristics of temperature and precipitation in Northeastern China from 1961 to 2005 , 2013 .

[29]  Zongxing Li,et al.  Study on Climate Change in Southwestern China , 2014 .

[30]  Tianjun Zhou,et al.  Observed Changes in the Distributions of Daily Precipitation Frequency and Amount over China from 1960 to 2013 , 2015 .

[31]  Di Long,et al.  Contrasting responses of water use efficiency to drought across global terrestrial ecosystems , 2016, Scientific Reports.

[32]  Tang Jianbo,et al.  Contrast on Anusplin and Cokriging Meteorological Spatial Interpolation in Southeastern Margin of Qinghai-Xizang Plateau , 2016 .

[33]  Tim Li,et al.  Seasonally evolving dominant interannual variability modes of East Asian climate. , 2009 .

[34]  Jianping Yang,et al.  Spatial and temporal variations in air temperature and precipitation in the Chinese Himalayas during the 1971–2007 , 2013 .

[35]  Tianjun Zhou,et al.  Observed trends in the timing of wet and dry season in China and the associated changes in frequency and duration of daily precipitation , 2015 .

[36]  Tianjun Zhou,et al.  Why Nocturnal Long-Duration Rainfall Presents an Eastward-Delayed Diurnal Phase of Rainfall down the Yangtze River Valley , 2010 .

[37]  Trend Analysis of Precipitation in the Jinsha River Basin in China , 2013 .

[38]  H. Mooney,et al.  Confronting the human dilemma , 2005, Nature.

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

[40]  Lunche Wang,et al.  Innovative trend analysis of annual and seasonal air temperature and rainfall in the Yangtze River Basin, China during 1960–2015 , 2017 .

[41]  Kuolin Hsu,et al.  The frequency, intensity, and diurnal cycle of precipitation in surface and satellite observations over low- and mid-latitudes , 2007 .

[42]  J. Chiang,et al.  Increase in the range between wet and dry season precipitation , 2013 .

[43]  F. Zwiers,et al.  Global increasing trends in annual maximum daily precipitation , 2013 .

[44]  Yuqing Wang,et al.  Correction to “Observed trends in extreme precipitation events in China during 1961–2001 and the associated changes in large‐scale circulation” , 2005 .

[45]  L. Ruby Leung,et al.  Heavy pollution suppresses light rain in China: Observations and modeling , 2009 .

[46]  H. Shiogama,et al.  Increased Chances of Drought in Southeastern Periphery of the Tibetan Plateau Induced by Anthropogenic Warming , 2017 .

[47]  T. Zhou,et al.  Reduced exposure to extreme precipitation from 0.5 °C less warming in global land monsoon regions , 2018, Nature Communications.

[48]  P. Good,et al.  Current changes in tropical precipitation , 2010 .

[49]  Fuqing Zhang,et al.  Diurnal Variations of Warm-Season Precipitation East of the Tibetan Plateau over China , 2011 .

[50]  Changjiang Wu,et al.  Detection and attribution of extreme precipitation changes from 1961 to 2012 in the Yangtze River Delta in China , 2018, CATENA.

[51]  A. Dai,et al.  Responses of East Asian summer monsoon to historical SST and atmospheric forcing during 1950–2000 , 2010 .

[52]  Bin Wang,et al.  Theories on formation of an anomalous anticyclone in western North Pacific during El Niño: A review , 2017, Journal of Meteorological Research.

[53]  J. Qin,et al.  Changes in annual, seasonal and monthly precipitation events and their link with elevation in Sichuan province, China , 2016 .

[54]  F. Syamsudin,et al.  The Effects of an Active Phase of the Madden-Julian Oscillation on the Extreme Precipitation Event over Western Java Island in January 2013 , 2013 .

[55]  M. F. Hutchinson,et al.  Interpolating Mean Rainfall Using Thin Plate Smoothing Splines , 1995, Int. J. Geogr. Inf. Sci..

[56]  Yunfei Fu,et al.  Diurnal phase of late-night against late-afternoon of stratiform and convective precipitation in summer southern contiguous China , 2010 .

[57]  Wen Zhou,et al.  Wet-to-dry shift over Southwest China in 1994 tied to the warming of tropical warm pool , 2018, Climate Dynamics.

[58]  Z. Duan,et al.  Spatial Distribution of Diurnal Rainfall Variation in Summer over China , 2018 .

[59]  C. Chou,et al.  Changes in the Annual Range of Precipitation under Global Warming , 2011 .

[60]  Li Dan,et al.  Trends in the different grades of precipitation over South China during 1960–2010 and the possible link with anthropogenic aerosols , 2014, Advances in Atmospheric Sciences.

[61]  Maoling Yang,et al.  Temporal and spatial variation of precipitation in the Hengduan Mountains region in China and its relationship with elevation and latitude , 2018, Atmospheric Research.

[62]  Miao Wu,et al.  Spatial Distribution and Temporal Trends in Precipitation Concentration Indices for the Southwest China , 2015, Water Resources Management.

[63]  Jian Li,et al.  Diurnal Variation of Summer Precipitation across the Central Tian Shan Mountains , 2017 .

[64]  Yifei Zhao,et al.  Spatial distribution and temporal trends in precipitation extremes over the Hengduan Mountains region, China, from 1961 to 2012 , 2014 .

[65]  Q. Duan,et al.  Variations in global temperature and precipitation for the period of 1948 to 2010 , 2014, Environmental Monitoring and Assessment.

[66]  Yaning Chen,et al.  Spatial distribution and temporal trends of mean precipitation and extremes in the arid region, northwest of China, during 1960–2010 , 2013 .

[67]  R. Wu,et al.  Evolution of ENSO-Related Rainfall Anomalies in East Asia , 2003 .

[68]  Yanpeng Cai,et al.  Spatiotemporal analysis of precipitation trends under climate change in the upper reach of Mekong River basin , 2016 .

[69]  P. Xavier,et al.  Increasing Trend of Extreme Rain Events Over India in a Warming Environment , 2006, Science.

[70]  Chong-yu Xu,et al.  Changing spatiotemporal patterns of precipitation extremes in China during 2071–2100 based on Earth System Models , 2013 .

[71]  F. Jiang,et al.  Spatial coherence of variations in seasonal extreme precipitation events over Northwest Arid Region, China , 2015 .

[72]  T. Zhou,et al.  Changes of extreme precipitation and nonlinear influence of climate variables over monsoon region in China , 2017 .

[73]  C. Torrence,et al.  A Practical Guide to Wavelet Analysis. , 1998 .

[74]  Chunlüe Zhou,et al.  Quantifying the Sensitivity of Precipitation to the Long-Term Warming Trend and Interannual–Decadal Variation of Surface Air Temperature over China , 2017 .

[75]  D. Moorhead,et al.  Increasing risk of great floods in a changing climate , 2002, Nature.

[76]  Haishan Chen,et al.  Changes of summer precipitation in China: The dominance of frequency and intensity and linkage with changes in moisture and air temperature , 2014 .

[77]  F. Zwiers,et al.  Changes in temperature and precipitation extremes in the CMIP5 ensemble , 2013, Climatic Change.

[78]  N. Freychet,et al.  Asian Summer Monsoon in CMIP5 Projections: A Link between the Change in Extreme Precipitation and Monsoon Dynamics , 2015 .

[79]  T. Zhou,et al.  Seasonal Variation of the Diurnal Cycle of Rainfall in Southern Contiguous China , 2008 .

[80]  R. Hu,et al.  Trends of precipitation extremes during 1960–2008 in Xinjiang, the Northwest China , 2012, Theoretical and Applied Climatology.

[81]  V. Singh,et al.  Spatiotemporal variations of extreme precipitation regimes during 1961–2010 and possible teleconnections with climate indices across China , 2017 .

[82]  Lunche Wang,et al.  Spatiotemporal extremes of temperature and precipitation during 1960–2015 in the Yangtze River Basin (China) and impacts on vegetation dynamics , 2018, Theoretical and Applied Climatology.

[83]  Ji-xi Gao,et al.  Spatiotemporal variation of temperature, precipitation and wind trends in a desertification prone region of China from 1960 to 2013 , 2016 .

[84]  Kaicun Wang,et al.  Contrasting Daytime and Nighttime Precipitation Variability between Observations and Eight Reanalysis Products from 1979 to 2014 in China , 2017 .

[85]  Tianjun Zhou,et al.  Diurnal variations of summer precipitation over contiguous China , 2007 .

[86]  Chu Duo,et al.  Observed trends and changes in daily temperature and precipitation extremes over the Koshi river basin 1975–2010 , 2017 .

[87]  Seungho Lee,et al.  The regional and the seasonal variability of extreme precipitation trends in Pakistan , 2013, Asia-Pacific Journal of Atmospheric Sciences.

[88]  Isabella Bordi,et al.  Potential predictability of dry and wet periods: Sicily and Elbe-Basin (Germany) , 2004 .