Arid Zone Research ›› 2024, Vol. 41 ›› Issue (8): 1259-1271.doi: 10.13866/j.azr.2024.08.01
• Weather and Climate • Previous Articles Next Articles
YUAN Zheng1(), ZHANG Zhigao2, YAN Jin2, LIU Jiayi2, HU Zhuyu2, WANG Yun3, CAI Maotang4()
Received:
2024-01-08
Revised:
2024-04-15
Online:
2024-08-15
Published:
2024-08-22
Contact:
CAI Maotang
E-mail:yz_12250804@163.com;Caimaotang@126.com
YUAN Zheng, ZHANG Zhigao, YAN Jin, LIU Jiayi, HU Zhuyu, WANG Yun, CAI Maotang. Spatiotemporal characteristics of different grades of precipitation in Yellow River Basin from 1960 to 2020[J].Arid Zone Research, 2024, 41(8): 1259-1271.
Add to citation manager EndNote|Reference Manager|ProCite|BibTeX|RefWorks
Tab. 1
Variation of different grade precipitation in the upper, middle, and lower reaches of the Yellow River Basin from 1960 to 2020"
地区 | 上游 | 中游 | 下游 | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
降水量 /mm | 降水 日数/d | 降水强度 /(mm·d-1) | 降水量 | 降水日数 | 降水强度 /(mm·d-1) | 降水量 | 降水日数 | 降水强度 /(mm·d-1) | ||||
小雨 | 均值 | 201.56 | 87.37 | 2.26 | 179.69 | 74.79 | 2.41 | 149.92 | 61.6 | 2.43 | ||
倾向率 | 0.85 | -1.11* | 0.04** | -3.45* | -2.28** | 0.03** | -2.22* | -2.69** | 0.04** | |||
中雨 | 均值 | 147.04 | 9.93 | 14.66 | 192.72 | 12.38 | 15.5 | 178.06 | 11.23 | 15.69 | ||
倾向率 | 2.41 | 0.15 | 0.06 | -2.27 | -0.18 | 0.03 | -1.02 | -0.06 | -0.1 | |||
大雨 | 均值 | 45.27 | 1.42 | 21.57 | 123.62 | 3.63 | 32.03 | 176.84 | 5.14 | 33.84 | ||
倾向率 | 1.26 | 0.03 | 0.44 | 1.22 | 0.04 | 0.13 | -0.42 | -0.02 | -0.2 | |||
暴雨 | 均值 | 9.12 | 0.15 | 7.59 | 46.01 | 0.72 | 30.94 | 129.38 | 1.94 | 54.83 | ||
倾向率 | -0.49 | -0.01 | -0.17 | 1.56 | 0.02 | 0.36 | -1.02 | -0.01 | -1.16 | |||
大暴雨 | 均值 | 1.21 | 0.01 | 0.93 | 7 | 0.06 | 6.69 | 51.15 | 0.38 | 39.67 | ||
倾向率 | -0.36 | -0.002 | -0.2 | 0.22 | 0.001 | 0.13 | 1.77 | 0.01 | 1.48 |
Tab. 2
Changes in contribution rates and occurrence rates of different grade precipitation in the upper, middle, and lower reaches of the Yellow River Basin from 1960 to 2020"
地区 | 上游 | 中游 | 下游 | |||||
---|---|---|---|---|---|---|---|---|
贡献率/% | 发生率/% | 贡献率/% | 发生率/% | 贡献率/% | 发生率/% | |||
小雨 | 49.53 | 88.31 | 33.18 | 81.65 | 24.32 | 77.72 | ||
中雨 | 35.61 | 9.91 | 35.29 | 13.52 | 27.43 | 13.76 | ||
大雨 | 11.77 | 1.57 | 22.16 | 3.99 | 25.07 | 5.96 | ||
暴雨 | 2.77 | 0.2 | 8.18 | 0.78 | 16.85 | 2.15 | ||
大暴雨 | 0.32 | 0.01 | 1.2 | 0.06 | 6.33 | 0.41 |
Tab. 3
Correlation coefficients between different grade precipitation and annual total precipitation in Yellow River Basin"
降水指标 | 年总降水量 | 年总降水日数 | 年总降水强度 | |
---|---|---|---|---|
降水量 | 小雨 | 0.806** | - | 0.096 |
中雨 | 0.924** | - | 0.512** | |
大雨 | 0.906** | - | 0.673** | |
暴雨 | 0.665** | - | 0.628** | |
大暴雨 | 0.319* | - | 0.285* | |
降水 日数 | 小雨 | - | 0.981** | -0.236 |
中雨 | - | 0.730** | 0.480** | |
大雨 | - | 0.575** | 0.667** | |
暴雨 | - | 0.342** | 0.638** | |
大暴雨 | - | 0.130 | 0.286* |
[1] | Xu J H, Chen Y N, Li W H, et al. Understanding temporal and spatial complexity of precipitation distribution in Xinjiang, China[J]. Theoretical and Applied Climatology, 2016, 123(1): 321-333. |
[2] | Pokhrel Y, Felfelani F, Satoh Y, et al. Global terrestrial water storage and drought severity under climate change[J]. Nature Climate Change, 2021, 11(3): 226-233. |
[3] | IPCC. Special Report on Global Warming of 1.5 ℃[M]. UK: Cambridge University Press, 2018. |
[4] |
尹占娥, 田鹏飞, 迟潇潇. 基于情景的1951—2011年中国极端降水风险评估[J]. 地理学报, 20182018, 73(3): 405-413.
doi: 10.11821/dlxb201803002 |
[ Yin Zhan’e, Tian Pengfei, Chi Xiaoxiao. Multi-scenario-based risk analysis of precipitation extremes in China during the past 60 years (1951-2011)[J]. Acta Geographica Sinica, 2018, 73(3): 405-413. ]
doi: 10.11821/dlxb201803002 |
|
[5] | Liu J, Wang B, Cane M, et al. Divergent global precipitation changes induced by natural versus anthropogenic forcing[J]. Nature, 2013, 493(7434): 656-659. |
[6] |
Murray V, Ebi K L. IPCC Special report on managing the risks of extreme events and disasters to advance climate change adaptation (SREX)[J]. Journal of Epidemiology and Community Health, 2012, 66(9): 759-760.
doi: 10.1136/jech-2012-201045 pmid: 22766781 |
[7] | Zhang Q, Xu C Y, Chen X, et al. Statistical behaviors of precipitation regimes in China and their links with atmospheric circulation 1960-2005[J]. International Journal of Climatology, 2011, 31(11): 1665-1678. |
[8] | 起永东, 何明琼, 郑永宏, 等. 汉江流域降水结构时空特征及影响因素分析[J]. 长江流域资源与环境, 2018, 27(12): 192-200. |
[ Qi Yongdong, He Mingqiong, Zheng Yonghong, et al. Analyses of rainfall characteristics and influencing factors in Hanjiang River Basin[J]. Resources and Environment in the Yangtze Basin, 2018, 27(12): 192-200. ] | |
[9] |
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.
doi: 10.13284/j.cnki.rddl.003165 |
[ Liu Zhanming, Xu Dan, Wei Xinghu, et al. Variation characteristics of precipitation structure during rainy season in Beijiang River Basin[J]. Tropical Geography, 2020, 40(1): 145-153. ]
doi: 10.13284/j.cnki.rddl.003165 |
|
[10] | Trenberth K E. Changes in precipitation with climate change[J]. Climate Research, 2011, 47(1-2): 123-138. |
[11] | Karl T R, Knight R W, Plummer N. Trends in high-frequency climate variability in the twentieth century[J]. Nature, 1995, 377(6546): 217-220. |
[12] | Brunetti M, Maugeri M, Monti F, et al. Changes in daily precipitation frequency and distribution in Italy over the last 120 years[J]. Journal of Geophysical Research: Atmospheres, 2004, 109(D5): D05102. |
[13] | Groisman P Y, Knight R W, Karl T R. Changes in intense precipitation over the central United States[J]. Journal of Hydrometeorology, 2012, 13(1): 47-66. |
[14] | 王延吉, 神祥金, 姜明. 1961—2018年长白山区不同等级降水时空变化特征[J]. 气候与环境研究, 2021, 26(2): 227-238. |
[ Wang Yanji, Shen Xiangjin, Jiang Ming. Spatial-temporal variation characteristics of different grades of precipitation in Changbai Mountain from 1961 to 2018[J]. Climatic and Environmental Research, 2021, 26(2): 227-238. ] | |
[15] | 刘伟东, 尤焕苓. 1978—2010年北京地区不同等级降水空间特征[J]. 干旱区研究, 2014, 31(6): 1053-1060. |
[ Liu Weidong, You Huanling. Precipitation spatial distribution characteristics in Beijing during 1978-2010[J]. Arid Zone Research, 2014, 31(6): 1053-1060. ] | |
[16] | 白静漪, 管兆勇. 华东地区夏季不同等级降水变化特征分析[J]. 气象科学, 2014, 34(4): 365-372. |
[ Bai Jingyi, Guan Zhaoyong. Climatic characteristics of graded summer precipitation over East China[J]. Journal of the Meteorological Sciences, 2014, 34(4): 365-372. ] | |
[17] | 曹彦超, 焦美玲, 秦拓, 等. 1973—2020年甘肃河东夏半年降水变化特征及影响因素分析[J]. 干旱区地理, 2022, 45(6): 1695-1706. |
[ Cao Yanchao, Jiao Meiling, Qin Tuo, et al. Variation characteristics and influencing factors of summer half-year precipitation in Hedong region of Gansu Province from 1973 to 2020[J]. Arid Land Geography, 2022, 45(6): 1695-1706. ] | |
[18] | 黄婕, 王跃峰, 高路, 等. 1960—2011年福建省不同等级降水时空变化特征[J]. 中国水土保持科学, 2015, 13(2): 17-23. |
[ Huang Jie, Wang Yuefeng, Gao Lu, et al. Temporal-spatial characteristics of different rainfall levels in Fujian Province from 1960 to 2011[J]. Science of Soil and Water Conservation, 2015, 13(2): 17-23. ] | |
[19] | Qu B, Lv A, Jia S, et al. Daily precipitation changes over large river basins in China, 1960-2013[J]. Water, 2016, 8(5): 185. |
[20] | 王璐璐, 延军平, 王鹏涛, 等. 海河流域不同等级降水时空变化特征及其影响[J]. 资源科学, 2015, 37(4): 690-699. |
[ Wang Lulu, Yan Junping, Wang Pengtao, et al. Spatial-temporal variation in precipitation for different categories and impacts in the Haihe River Basin[J]. Resources Science, 2015, 37(4): 690-699. ] | |
[21] | 李远平, 朱诚, 马春梅, 等. 淠河流域不同强度等级降水变化研究[J]. 长江流域资源与环境, 2015, 24(9): 1477-1482. |
[ Li Yuanping, Zhu Cheng, Ma Chunmei, et al. Study on changes of different-class precipitation in intensity in Pi River valley[J]. Resources and Environment in the Yangtze Basin, 2015, 24(9): 1477-1482. ] | |
[22] |
张强, 叶培龙, 王健顺, 等. 对黄河上游自然环境要素协调性的几点科学探讨与思考[J]. 地球科学进展, 2023, 38(3): 320-329.
doi: 10.11867/j.issn.1001-8166.2023.007 |
[ Zhang Qiang, Ye Peilong, Wang Jianshun, et al. Scientific discussion and ponder on the coordination of natural environmental in the upper Yellow River Basin[J]. Advances in Earth Science, 2023, 38(3): 320-329. ]
doi: 10.11867/j.issn.1001-8166.2023.007 |
|
[23] | Wang Y, Wang J, Zhang Q. Analysis of ecological drought risk characteristics and leading factors in the Yellow River Basin[J]. Theoretical and Applied Climatology, 2024, 155(3): 1739-1757. |
[24] | 黄建平, 张国龙, 于海鹏, 等. 黄河流域近40年气候变化的时空特征[J]. 水利学报, 2020, 51(9): 1048-1058. |
[ Huang Jianping, Zhang Guolong, Yu Haipeng, et al. Characteristics of climate change in the Yellow River Basin during recent 40 years[J]. Journal of Hydraulic Engineering, 2020, 51(9): 1048-1058. ] | |
[25] | 何金梅, 李照荣, 闫昕旸, 等. 黄河兰州上游流域近4a汛期降水变化特征[J]. 干旱气象, 2019, 37(6): 899-905. |
[ He Jinmei, Li Zhaorong, Yan Xinyang, et al. Variation characteristics of precipitation in the upper lanzhou section of the Yellow River in flood season during 2015-2018[J]. Journal of Arid Meteorology, 2019, 37(6): 899-905. ] | |
[26] | Gao T, Wang H. Trends in precipitation extremes over the Yellow River basin in North China: Changing properties and causes[J]. Hydrological Processes, 2017, 31(13): 2412-2428. |
[27] | Wang W, Shao Q, Yang T, et al. Changes in daily temperature and precipitation extremes in the Yellow River Basin, China[J]. Stochastic Environmental Research and Risk Assessment, 2013, 27(2): 401-421. |
[28] | 高秉丽, 巩杰, 李焱, 等. 基于SPEI的黄河流域多尺度干湿特征分析[J]. 干旱区研究, 2022, 39(3): 723-733. |
[ Gao Bingli, Gong Jie, Li Yan, et al. Analysis of multi-scalar characteristics of dry and wet conditions in the Yellow River Basin based on SPEI[J]. Arid Zone Research, 2022, 39(3): 723-733. ] | |
[29] | Yang J H, Zhang Q, Yue P, et al. Characteristics of warming and humidification in the Yellow River’s upper reaches and their impact on surface water resources[J]. International Journal of Climatology, 2023, 43(16): 7667-7681. |
[30] | 黄小梅, 齐冬梅, 李笛, 等. 西亚副热带西风急流年际变化与三江源区夏季降水的关系[J]. 干旱区研究, 2023, 40(1): 1-8. |
[ Huang Xiaomei, Qi Dongmei, Li Di, et al. Annual relationship between the West Asian subtropical westerly jet and summer precipitation over the Three River Source Region[J]. Arid Zone Research, 2023, 40(1): 1-8. ] | |
[31] |
杨金虎, 张强, 杨博成, 等. 黄河上游暖湿化的多时间尺度特征及对生态植被的影响[J]. 高原气象, 2023, 42(4): 1018-1030.
doi: 10.7522/j.issn.1000-0534.2022.00087 |
[ Yang Jinhu, Zhang Qiang, Yang Bocheng, et al. The multi-time scale characteristics and impacts on ecological vegetation of warming and humidification in the upper Yellow River[J]. Plateau Meteorology, 2023, 42(4): 1018-1030. ]
doi: 10.7522/j.issn.1000-0534.2022.00087 |
|
[32] | 叶培龙, 张强, 王莺, 等. 1980—2018 年黄河上游气候变化及其对生态植被和径流量的影响[J]. 大气科学学报, 2020, 43(6): 967-979. |
[ Ye Peilong, Zhang Qiang, Wang Ying, et al. Climate change in the upper Yellow River Basin and its impact on ecological vegetation and runoff from 1980 to 2018[J]. Transactions of Atmospheric Sciences, 2020, 43(6): 967-979. ] | |
[33] | 中华人民共和国国家质量检测检验委总局, 中国国家标准化管理委员会. 降水量等级(GB/T 28592-2012)[S]. 北京: 中国标准出版社, 2012: 1-6. |
[ General Administration of Quality Super Vision, Inspection and Quarantine of the People and Republic of China. GB/T28592-2012 Grade of Precipitation[S]. Beijing: Standards Press of China, 2012: 1-6. ] | |
[34] | 严中伟, 杨赤. 近几十年中国极端气候变化格局[J]. 气侯与环境研究, 2000, 5(3): 267-272. |
[ Yan Zhongwei, Yang Chi. Geographic patterns of extreme climate changes in China during 1951-1997[J]. Climatic and Environmental Research, 2000, 5(3): 267-272. ] | |
[35] | 汪卫平, 杨修群, 张祖强, 等. 中国雨日数的气候特征及趋势变化[J]. 气象科学, 2017, 37(3): 317-328. |
[ Wang Weiping, Yang Xiuqun, Zhang Zuqiang. et al. The climatic characteristics and trends of rainy days over China[J]. Journal of the Meteorological Sciences, 2017, 37(3): 317-328. ] | |
[36] | Qian W H, Fu J L, Yan Z W. Decrease of light rain events in summer associated with a warming environment in China during 1961-2005[J]. Geophysical Research Letters, 2007, 34(11): L11705. |
[37] |
董旭光, 顾伟宗, 孟祥新, 等. 山东省近50年来降水事件变化特征[J]. 地理学报, 2014, 69(5): 661-671.
doi: 10.11821/dlxb201405009 |
[ Dong Xuguang, Gu Weizong, Meng Xiangxin, et al. Change features of precipitation events in Shandong Province from 1961 to 2010[J]. Acta Geographica Sinica, 2014, 69(5): 661-671. ]
doi: 10.11821/dlxb201405009 |
|
[38] | Qian Y, Gong D Y, Leung R. Light rain events change over North America, Europe, and Asia for 1973-2009[J]. Atmospheric Science Letters, 2010, 11(4): 301-306. |
[39] | Cheng Y J, Lohmann U, Zhang J H, et al. Contribution of changes in seasurface temperature and aerosol loading to the decreasing precipitation trend in southern China[J]. Journal of Climate, 2005, 18(9): 1381-1390. |
[40] | Wu F T, Fu C B. Change of precipitation intensity spectra at different spatial scales under warming conditions[J]. Chinese Science Bulletin, 2013, 58(12): 1385-1394. |
[41] | 陈思宇, 黄建平, 付强, 等. 气溶胶对我国中东部地区秋季降水的影响[J]. 热带气象学报, 2012, 28(3): 339-347. |
[ Chen Siyu, Huang Jianping, Fu Qiang, et al. Effects of aerosols on autumn precipitation over mid-eastern china[J]. Journal of Tropical Meteorology, 2012, 28(3): 339-347. ] | |
[42] | 陈晓燕, 尚可政, 王式功, 等. 近50年中国不同强度降水日数时空变化特征[J]. 干旱区研究, 2010, 27(5): 766-772. |
[ Chen Xiaoyan, Shang Kezheng, Wang Shigong, et al. Analysis on the spatiotemporal characteristics of precipitation under different intensities in China in recent 50 years[J]. Arid Zone Research, 2010, 27(5): 766-772. ] | |
[43] | Liu B H, Xu M, Henderson M, et al. Observed trends of precipitation amount, frequency, and intensity in China, 1960-2000[J]. Journal of Geophysical Research: Atmospheres, 2005, 110(D8): D08103. |
|