[1] Zhang Y, Li R Z, Wang K C. Climatology and changes in internal intensity distributions of global precipitation systems over 2001—2020 based on IMERG[J]. Journal of Hydrology, 2023,620:129386.
[2] 姜彤,孙赫敏,李修仓,等.气候变化对水文循环的影响[J].气象,2020,46(3):289-300.
Jiang T, Sun H M, Li X C, et al. Impact of climate change on water cycle[J]. Meteorological Monthly, 2020,46(3):289-300.
[3] 徐东坡,李金明,周祖昊,等.1956—2018年中国降水特征的时空分布规律研究[J].水利水电技术,2020,51(10):20-27.
Xu D P, Li J M, Zhou Z H, et al. Study on the spatial and temporal distribution of precipitation characteristics in China from 1956 to 2018[J]. Water Resources and Hydropower Engineering, 2020,51(10):20-27.
[4] Yin Y X, Chen H S, Wang G J, et al. Characteristics of the precipitation concentration and their relationship with the precipitation structure: A case study in the Huai River Basin, China[J]. Atmospheric Research, 2021,253:105484.
[5] 徐小钰,朱记伟,解建仓,等.1951—2012年西安地区旱涝灾害演变特征及其与多事件的相关性研究[J].自然灾害学报,2015,24(6):64-71.
Xu X Y, Zhu J W, Xie J C, et al. Evolution characteristics of drought/flood disasters in Xi'an Region from 1951 to 2012 and their correlation to related multiple events[J]. Journal of Natural Disasters, 2015,24(6):64-71.
[6] 郭斌,邢文雪,李云,等.基于TRMM 3B43产品的1998—2016年黄淮海平原降水时空特征研究[J].地理科学,2021,41(7):1285-1294.
Guo B, Xing W X, Li Y, et al. Temporal and spatial characteristics of precipitation based on TRMM 3B43 product in the Huang-Huai-Hai Plain during 1998—2016[J]. Scientia Geographica Sinica, 2021,41(7):1285-1294.
[7] 任建成,王峰,卢晓宁.基于EOF和小波分析的山东省年降水时空变化特征[J].水土保持研究,2022,29(2):179-183.
Ren J C, Wang F, Lu X N. Characteristics of spatiotemporal variation of annual precipitation in Shandong Province based on EOF and wavelet analysis[J]. Research of Soil and Water Conservation, 2022,29(2):179-183.
[8] Wang L Y, Chen S F, Zhu W B, et al. Spatiotemporal variations of extreme precipitation and its potential driving factors in China's North-South Transition Zone during 1960—2017[J]. Atmospheric Research, 2021,252:105429.
[9] 时延锋,李福孟,王志峰,等.1961—2020年沂蒙山区极端降水时空变化特征[J].水资源与水工程学报,2022,33(5):17-26.
Shi Y F, Li F M, Wang Z F, et al. Spatiotemporal variation characteristics of extreme precipitation in Yimeng Mountain Area from 1961—2020[J]. Journal of Water Resources and Water Engineering, 2022,33(5):17-26.
[10] 赵芹蕊,徐立荣,时延锋,等.1970—2019年济南市极端降水事件时空变化特征[J].水土保持研究,2022,29(4):140-149.
Zhao Q R, Xu L R, Shi Y F, et al. Spatiotemporal characteristics of extreme precipitation in Jinan during 1970—2019[J]. Research of Soil and Water Conservation, 2022,29(4):140-149.
[11] 王军德,苏振娟,张丽娜,等.甘肃省极端降水指数时空变化特征[J].水土保持研究,2022,29(4):270-276,291.
Wang J D, Su Z J, Zhang L N, et al. Characteristics of temporal and spatial variation of extreme precipitation index in Gansu Province[J]. Research of Soil and Water Conservation, 2022,29(4):270-276,291.
[12] 张志高,张凯昭,蔡茂堂,等.1960—2019年河南省降水结构时空变化特征[J].水土保持研究,2022,29(4):159-166.
Zhang Z G, Zhang K Z, Cai M T, et al. Spatiotemporal variation characteristics of precipitation structure in Henan Province during 1960—2019[J]. Research of Soil and Water Conservation, 2022,29(4):159-166.
[13] 姚越,赵华荣,刘圣锋.贵州省1960—2017年降水时空变化特征[J].人民长江,2020,51(4):105-111.
Yao Y, Zhao H R, Liu S F. Spatial-temporal variation characteristics of precipitation pattern in Guizhou Province from 1961 to 2017[J]. Yangtze River, 2020,51(4):105-111.
[14] 王理萍,王树仿,张刘东,等.1960—2013年云南省降水时空变化特征分析[J].水电能源科学,2016,34(12):20-24.
Wang L P, Wang S F, Zhang L D, et al. Spatial-temporal characteristics of precipitation in Yunnan Province from 1960 to 2013[J]. Water Resources and Power, 2016,34(12):20-24.
[15] 王晓莹,景元书,鲁永新.近40年云南省极端降水时空变化特征分析[J].科学技术与工程,2021,21(30):12822-12831.
Wang X Y, Jing Y S, Lu Y X. Analysis of spatial and temporal variability of extreme precipitation in Yunnan Province in the last 40 years[J]. Science Technology and Engineering, 2021,21(30):12822-12831.
[16] 杨晓静,徐宗学,左德鹏,等.云南省1958—2013年极端降水时空变化特征分析[J].灾害学,2015,30(4):178-186.
Yang X J, Xu Z X, Zuo D P, et al. Spatio-temporal characteristics of extreme precipitation in Yunnan Province from 1958—2013[J]. Journal of Catastrophology, 2015,30(4):178-186.
[17] 刘有梅,王龙,余航,等.云南降水的5个统计指标及其空间分布[J].中国农村水利水电,2021(3):80-87.
Liu Y M, Wang L, Yu Hang, et al. Five statistical indicators of precipitation in Yunnan and their spatial distribution[J]. China Rural Water and Hydropower, 2021(3):80-87.
[18] 刘占明,徐丹,魏兴琥,等.北江流域汛期降水结构变化特征[J].热带地理,2020,40(1):145-153.
Liu Z M, Xu D, Wei X H, et al. Variation characteristics of the precipitation structure during the rainy season in the Beijiang River Basin, China[J]. Tropical Geography, 2020,40(1):145-153.
[19] 刘赛艳,解阳阳,方红远,等.淮河流域汛期降水结构变化特征[J].水文,2022,42(5):102-108.
Liu S Y, Xie Y Y, Fang H Y, et al. Spatial-temporal variation characteristics of precipitation pattern in the Huai River Basin during flood season[J]. Journal of China Hydrology, 2022,42(5):102-108.
[20] 彭晓芬,黄甫则,周汝良.云南省年均降雨量空间插值模拟方法比较[J].西南林学院学报,2010,30(5):25-28.
Peng X F, Huang F Z, Zhou R L. Comparison of spatial interpolation mimic method for the mean annual precipitation in Yunnan Province[J]. Journal of Southwest Forestry University, 2010,30(5):25-28.
[21] Rahman M S, Islam A R M T. Are precipitation concentration and intensity changing in Bangladesh overtimes: Analysis of the possible causes of changes in precipitation systems[J]. Science of the Total Environment, 2019,690:370-387.
[22] 蔡新玲,蔡依晅,叶殿秀,等.渭河流域降雨结构时空演变特征[J].水土保持研究,2017,24(6):370-375.
Cai X L, Cai Y X, Ye D X, et al. Spatiotemporal variability characteristics of precipitation pattern in Weihe River Basin[J]. Research of Soil and Water Conservation, 2017,24(6):370-375.
[23] Ali R, Kuriqi A, Abubaker S, et al. Long-term trends and seasonality detection of the observed flow in Yangtze River using Mann-Kendall and Sen's innovative trend method[J]. Water, 2019,11(9):1855.
[24] Sen Z. Innovative trend analysis methodology[J]. Journal of Hydrologic Engineering, 2012,17(9):1042-1046.
[25] 邹磊,夏军,张印,等.海河流域降水时空演变特征及其驱动力分析[J].水资源保护,2021,37(1):53-60.
Zou L, Xia J, Zhang Y, et al. Spatial-temporal change characteristics and driving forces of precipitation in the Haihe River Basin[J]. Water Resources Protection, 2021,37(1):53-60.
[26] Wu H, Qian H. Innovative trend analysis of annual and seasonal rainfall and extreme values in Shaanxi, China, since the 1950s[J]. International Journal of Climatology, 2017,37(5):2582-2592.
[27] 赵华荣,姚越,金鑫,等.广西地区1960—2017年降水结构变化特征[J].水电能源科学,2018,36(12):1-4,20.
Zhao H R, Yao Y, Jin X, et al. Structure characteristics of precipitation in Guangxi region during 1960—2017[J]. Water Resources and Power, 2018,36(12):1-4,20.
[28] 任小玢,董治宝,周正朝.近50年来四川盆地降水日数的时空变化特征[J].水土保持通报,2012,32(4):65-70.
Ren X F, Dong Z B, Zhou Z C. Spatio-temporal variation of precipitation days of Sichuan Basin in nearly 50 years[J]. Bulletin of Soil and Water Conservation, 2012,32(4):65-70.
[29] 史悦.云南降水的气候变化特征及主要成因研究[D].昆明:云南大学,2018.
Shi Y. Study on the Climate Change Characteristics and Main Causes of Precipitation in Yunnan[D]. Kunming: Yunnan University, 2018.
收稿日期:2023-04-27 修回日期:2023-06-05
资助项目:广西重点研发项目(桂科AB21075007); 桂林市科学技术研究开发项目(20210212-2)
第一作者:任子康(1999—),男,湖北宜昌人,硕士研究生,研究方向为水资源与水环境研究。E-Mail:glutrzk@163.com
通信作者:赵华荣(1971—),男,四川荣县人,博士,副教授,主要从事水资源与水环境研究。E-Mail:gutzhr@163.com