1978—2012年长江三角洲城市群极端小时降水时空变化特征Spatio-temporal changes of extreme hourly precipitation in the Yangtze River Delta urban agglomeration during 1978—2012
戚佳晨,宋晓猛
摘要(Abstract):
【目的】全球气侯变暖和快速城镇化背景下极端降水事件频发,严重影响社会经济可持续发展,特别是城市群或都市圈面临更大挑战。为准确评估长江三角洲城市群极端降水演变规律,【方法】利用135个气象站点1978—2012年小时降水资料,选取最大1小时降水量(Rx1hr)、超过95%和99%阈值小时降水量(R95pw1hr和R99pw1hr)、超过10 mm和20 mm小时降水频次(R1hr10 mm和R1hr20 mm)五个极端小时降水指标,采用滑动平均法、EOF分解法分析极端小时降水时空变化特征。【结果】结果表明:(1)除R1hr10 mm外,极端小时降水指标总体呈显著上升趋势;(2)空间上主要表现为东南多,西北少,且显著增加站点主要在江苏南部;(3)极端小时降水峰值主要集中在12—18时,占比68.1%~79.3%;(4)极端小时降水主要表现为区域一致型、正负反向型和中心型,其中第一模态以区域一致型为主,且表现出明显增长趋势。【结论】结果证实1978—2012年长江三角洲城市群极端小时降水呈现明显增加趋势,其空间格局受地形特征、城市化发展影响明显,且城市化对极端小时降水有一定促进作用。该研究有助于科学认识城市群极端降水演变,为城市群防灾减灾与合理规划提供参考。
关键词(KeyWords): 长江三角洲城市群;极端小时降水;时空演变;经验正交分解;城市化;气候变化;降水;时空分布
基金项目(Foundation): 国家自然科学基金项目(51979271);; 江苏省自然科学基金项目(BK20211247)
作者(Author): 戚佳晨,宋晓猛
DOI: 10.13928/j.cnki.wrahe.2023.12.007
参考文献(References):
- [1] MARKKU R.Climate change:Changing means and changing extremes[J].Climatic Change,2013,121(1):3-13.
- [2] 郭孟卓.守住水资源开发利用上限为保障国家水安全尽责[J].水利发展研究,2023,23(10):1-5.GUO Mengzhuo.Adhering to the upper limit of water resources development and utilization to ensure national water security[J].Water Resources Development Research,2023,23(10):1-5.
- [3] 宋晓猛,张建云,孔凡哲,等.北京地区降水极值时空演变特征[J].水科学进展,2017,28(2):161-173.SONG Xiaomeng,ZHANG Jianyun,KONG Fanzhe,et al.Spatio-temporal variation characteristics of precipitation extremes in Beijing [J].Advances in Water Science,2017,28 (2):161-173.
- [4] DONAT M G,ALEXANDER L V,YANG H,et al.Updated analyses of temperature and precipitation extreme indices since the beginning of the twentieth century:The HadEX2 dataset[J].Journal of Geophysical Research:Atmospheres,2013,118(5):2098-2118.
- [5] 吴梦雯,罗亚丽.中国极端小时降水2010—2019年研究进展[J].暴雨灾害,2019,38(5):502-514.WU Mengwen,LUO Yali.Extreme hourly precipitation over China:Research progress from 2010 to 2019[J].Torrential Rain and Disasters,2019,38 (5):502-514.
- [6] 杨军勇.河南省暖季极端小时降水时空分布及天气背景特征[D].郑州:郑州大学,2021.YANG Junyong.Statistical characteristics and weather background of extreme hourly precipitation in warm season in Henan [D].Zhengzhou:Zhengzhou University,2021.
- [7] 夏昕然,田烨,谭伟丽,等.多种卫星降水产品在中国的精度评估[J].水利水电技术(中英文),2022,53(8):29-40.XIA Xinran,TIAN Ye,TAN Weili,et al.Evaluation of satellite precipitation products in China[J].Water Resources and Hydropower Engineering,2022,53(8):29-40.
- [8] BENISTON M,STEPHENSON D B,CHRISTENSEN O B,et al.Future extreme events in European climate :an exploration of regional climate model projections[J].Climatic Change,2007,81:71-95.
- [9] SHOURASENI S R,MATHIEU R.Spatial patterns of seasonal scale trends in extreme hourly precipitation in South Africa[J].Applied Geography,2013,39:151-157.
- [10] MASS C,SKALENAKIS A,WARNER M.Extreme Precipitation over the West Coast of North America:Is There a Trend?[J].Journal of hydrometeorology,2011,12(2):310-318.
- [11] DEY R,BADOR M,ALEXANDER L V,et al.The drivers of extreme rainfall event timing in Australia[J].International Journal of Climatology,2021,41(15):6654-6673.
- [12] 陆雯茜,吴涧.气溶胶影响印度夏季风和东亚夏季风的研究进展[J].地球科学进展,2016,31(3):248-257.LU Wenqian,WU Jian.Aerosol′s impacts on the Indian summer monsoon and the East Asian summer monsoon:An overview [J].Progress in Geography,2016,31 (3):248-257.
- [13] LI Jian,YU Rucong,SUN Wei.Duration and seasonality of hourly extreme rainfall in the Central Eastern China[J].Acta Meteorologica Sinica,2013,27(6):799-807.
- [14] ZHANG Huan,ZHAI Panmao.Temporal and spatial characteristics of extreme hourly precipitation over Eastern China in the warm season[J].Advances in Atmospheric Sciences,2011,28(5):1177-1183.
- [15] 邓彪,王春学,孙蕊,等.四川省近10年极端小时降水时空分布特征[J].高原山地气象研究,2022,42(4):115-120.DENG Biao,WANG Chunxue,SUN Rui,et al.Temporal and spatial distribution characteristics of extreme hourly precipitation in Sichuan Province in recent 10 years[J].Platean and Mountain Meteorology Research,2022,42 (4):115-120.
- [16] ZHU Xiudi,ZHANG Qiang,SUN Peng,et al.Impact of urbanization on hourly precipitation in Beijing,China:Spatiotemporal patterns and causes[J].Global and Planetary Change,2019,172:307-324.
- [17] WANG Xiaoya,JIANG Weiguo,WU Jianjun,et al.Extreme hourly precipitation characteristics of Mainland China from 1980 to 2019[J].Internationa Journal of Climatology,2023,43(6):2989-3004.
- [18] 安文杰,胡旭健,苗蔚,等.1960—2016 年嘉陵江流域极端降水时空变化特征研究[J].水利水电技术(中英文),2022,53 (12):11-23.AN Wenjie,HU Xujian,MIAO Wei,et al.Spatial-temporal variation of extreme precipitation in Jialing River Basin from 1960 to 2016 [J].Water Resources and Hydropower Engineering,2022,53(12):11-23.
- [19] 陈炯,郑永光,张小玲,等.中国暖季短时强降水分布和日变化特征及其与中尺度对流系统日变化关系分析[J].气象学报,2013,71(3):367-382.CHEN Jiong,ZHENG Yongguang,ZHANG Xiaoling,et al.Analysis of the climatogical distribution and diurnal variations of the short-duration heavy rain and its relation with diurnal variations of the MCSs over China during the warm season[J].Acta Meteorologica Sinica,2013,71 (3):367-382.
- [20] 柳春,王东勇,郑淋淋.近30a安徽省汛期降水日变化特征分析[J].暴雨灾害,2017,36(1):53-59.LIU Chun,WANG Dongying,ZHENG Linlin.Characteristics of the variatios of flood period precipitation in Anhui during the last 30 years[J].Torrential Rain and Disasters,2017,36 (1):53-59.
- [21] 王孟浩,江善虎,任立良,等.渭河流域热浪事件影响下的骤旱评估[J].水利发展研究,2023,23(9):21-28.WANG Menghao,JIANG Shanhu,REN Liliang,et al.Evaluation of sudden drought under the influence of heat wave events in the Wei River Basin[J].Water Resources Development Research,2023,23(9):21-28.
- [22] ZUO Huiting,LOU Yunsheng,LI Zhongliang.Spatiotemporal variation of hourly scale extreme rainstorms in the Huang-Huai-Hai Plain and its impact on NDVI[J].Remote Sensing,2023,15(11):26.
- [23] 姚莉,李小泉,张立梅.我国1小时雨强的时空分布特征[J].气象,2009,35(2):80-87.YAO Li,LI Xiaoquan,ZHANG Limei,Spatial-temporal distribution characteristics of hourly rain intensity in China[J].Meteorological Monthly,2009,35 (2):80-87.
- [24] YU Rucong,LI Jian,YUAN Weihua,et al.Changes in characteristics of late-summer precipitation over Eastern China in the past 40 years revealed by hourly precipitation data[J].Journal of Climate,2010,23(12):7.
- [25] 苏布达,姜彤,任国玉,等.长江流域1960—2004年极端强降水时空变化趋势[J].气候变化研究进展,2006(1):9-14.SU Buda,JIANG Tong,REN Guoyu,et al.Observed trends of precipitation extremes in the Yangtze River Basin during 1960 to 2004[J].Advances in Climate Change Research,2006 (1):9-14.
- [26] 孔锋,方建,乔枫雪,等.透视中国小时极端降水强度和频次的时空变化特征(1961—2013年)[J].长江流域资源与环境,2019,28(12):3051-3067.KONG Feng,FANG Jian,QIAO Fengxue,et al.Temporal and spatial variation characteristics of intensity and frequency of hourly extreme precipitation in China from 1961 to 2013[J].Resources and Environment in the Yangtze River Basin,2019,28(12):3051-3067.
- [27] HITCHENS N M,BROOKS H E,SCHUMACHER R S.Spatial and temporal characteristics of heavy hourly rainfall in the United States[J].Monthly Weather Review,2013,141(12):4564-4575.
- [28] LI Xin,ZHANG Ke,BAO Hongjun,et al.Climatology and changes in hourly precipitation extremes over China during 1970—2018[J].Science of the Total Environment,2022,839:156297.
- [29] LEWIS E,FOWLER H,ALEXANDER L,et al.GSDR :A global sub-daily rainfall dataset[J].Journal of Climate,2019,32(15):4715-4729.
- [30] 王叶红,王谦谦,赵玉春.长江中下游降水异常特征及其与全国降水和气温异常的关系[J].南京气象学院学报,1999,(4):685-691.WANG Yehong,WANG Qianqian,ZHAO Yuchun.Characteristics of precipitation anomaly over the middle lower reaches of the Yangtze River related to precipitation and temperature anomalies of China[J].Journal of Nanjing Institute of Meteorology,1999 (4):685-691.
- [31] 付艳平,幸松,王妍,等.基于三种空间插值方法的气温适应性分析:以江西省为例[J].绿色科技,2023,25(4):51-56.FU Yanping,XING Song,WANG Yan,et al.Adaptability analysis based of three spatial interpolation methods in temperature-a case study of Jiangxi Province[J].Journal of Green Science and Technology,2023,25 (4):51-56.
- [32] 刘向培,贾庆宇,佟晓辉,等.辽河流域洪涝致灾气候阈值研究[J].水利科学与寒区工程,2023,6(7):17-22.LIU Xiangpei,JIA Qingyu,TONG Xiaohui,et al.Study on the climate threshold of flood induced disasters in the Liaohe River Basin [J].Hydro Science and Cold Zone Engineering,2023,6 (7):17-22.
- [33] 郑然,陈丽娟,李维京,等.四川盆地夏季降水年际变化的主模态分析[J].大气科学,2022,46(6):1454-1468.ZHENG Ran,CHEN Lijuan,LI Weijing,et al.Interannual variation of the leading modes of summertime precipitation in the Sichuan Basin[J].Chinese Journal of Atmospheric Sciences,2022,46 (6):1454-1468.
- [34] 金芃霏,刘剑刚.基于EOF的浙江省降水变化时空分析研究[J].环境科学与管理,2015,40(07):40-45.JIN Pengfei,LIU Jiangang.Analysis on temporal and precipitation changes based on EOF in Zhejiang Province[J].Environmental Science and Management,2015,40 (7):40-45.
- [35] LIAO Weilin,LIU Xiaoping,LI Dan,et al.Stronger contributions of urbanization to heat wave trends in wet climates[J].Geophysical Research Letters,2018,45(20):11310-11317.
- [36] WU Mengwen,LUO Yali,CHEN Fei,et al.Observed link of extreme hourly precipitation changes to urbanization over coastal South China[J].Journal of Applied Meteorology and Climatology,2019,58(8):1799-1819.
- [37] FU Xinshu,YANG Xiuqun,SUN Xuguang.Spatial and diurnal diurnal variations of summer hourly rainfall over three super city clusters in Eastern China and their possible link to the urbanization[J].Journal of Geophysical Research-Atmospheres,2019,124(10):5445-5462.
- [38] SONG Xiaomeng,MO Yuchen,XUAN Yunqiing,et al.Impacts of urbanization on precipitation patterns in the greater Beijing-Tianjin-Hebei metropolitan region in northern China[J].Environmental Research Letters,2021,16:014042.
- [39] JIANG Xiaoling,LUO Yali,ZHANG Dalin,et al.Urbanization enhanced summertime extreme hourly precipitation over the Yangtze River Delta[J].Journal of Climate,2020,33(13):5809-5826.
- [40] 蒋薇,宋连春,王式功,等.长江三角洲夏季降水异常及气候成因[J].气象科学,2009,29(3):355-361.JUANG Wei,SONG Lianchun,WANG Shigong,et al.Study on summer anomalies precipitation and in Yangtze Delta and climatic causes in the Yangtze River Delta[J].Journal of the Meteorological Sciences,2009,29 (3):355-361.
- [41] 陶诗言,卫捷.夏季中国南方流域性致洪暴雨与季风涌的关系[J].气象,2007,33(3):10-18.TAO Shiyan,WEI Jie.Correlation between Monsoon Surge and heavy rainfall flood causing flash-flood in southern China in summer[J].Meteorological Monthly,2007,33(3):10-18.
- [42] 李建,宇如聪,王建捷.北京市夏季降水的日变化特征[J].科学通报,2008(7):829-832.LI Jian,YU Rucong,WANG Jianjie.The diurnal variation characteristics of summer precipitation in Beijing[J].Chinese Science Bulletin,2008 (7):829-832.
- [43] WANG Yuqing,ZHOU LI,KEVIN H.Effect of convective entrainment/detrainment on the simulation of the tropical precipitation diurnal cycle[J].American Meteorological Society,2007,135(2):567-585.
- [44] 罗亚丽,孙继松,李英,等.中国暴雨的科学与预报:改革开放40年研究成果[J].气象学报,2020,78(3):419-450.LUO Yali,SUN Jisong,LI Ying,et al.Science and prediction of heavy rainfall over China:Research progress since the reform and opening-up of the Prople′s Republic of China[J].Acta Meteorologica Sinica,2020,78 (3):419-450.
- [45] 岳彩军,唐玉琪,顾问,等.城市阻碍效应对局地台风降水的影响[J].气象,2019,45(11):1611-1620.YUE Caijun,Tang Yuqi,GU Wen,et al.Study of urban barrier effect on local typhoon precipitation [J].Meteorological Monthly,2019,45 (11):1611-1620.
- [46] 张芳.江苏省城市化对夏季降水影响的分析[D].江苏:南京信息工程大学,2012.ZHANG Fang.The Analysis of the Impact of Urbanization on Summer Precipitation in Jiangsu Province [D].Jiangsu:Nanjing University of Information Science and Technology,2012.
- [47] 朱秀迪,张强,孙鹏.北京市快速城市化对短时间尺度降水时空特征影响及成因[J].地理学报,2018,73(11):2086-2104.ZHU Xiudi,ZHANG Qiang,SUN Peng.Effects of urbanization on spatio-temporal of precipitations in Beijing and its related causes[J].Acta Geographica Sinica,2018,73 (11):2086-2104.
- [48] 俞金彪,冯芳,黄巧华,等.徐州城市化对区域降水变化影响分析[J].国土与自然资源研究,2022(6):77-80.YU Jinbiao,FENG Fang,HUANG Qiaohua,et al.The analysis of the influence of urbanization on regional precipitation changes in Xuzhou[J].Territory & Natural Resources Study,2022 (6):77-80.