天津农学院学报 ›› 2025, Vol. 32 ›› Issue (5): 79-87.doi: 10.19640/j.cnki.jtau.2025.05.012

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1890—2022年天津市区降水量统计特征及演变趋势研究

陶鑫怡a, 董艳慧a,b,通信作者, 张海欣a, 吴惠完a, 赵钰薇a, 袁明扬a   

  1. 天津农学院 a.水利工程学院,b.水利工程市级实验教学示范中心,天津 300392
  • 收稿日期:2024-05-06 发布日期:2025-11-12
  • 通讯作者: 董艳慧(1982—),女,讲师,博士,主要从事水文学及水资源方面的研究。E-mail:dyh1918@163.com。
  • 作者简介:陶鑫怡(2003—),女,本科在读,主要从事水利工程方面的研究。E-mail:1329153665@qq.com。
  • 基金资助:
    大学生创新创业训练计划项目(202310061220); 天津市教委科研计划项目(2023SK007); 国家重点研发计划子课题(2023YFD1900802-01)

Study on the statistical characteristics and evolutionary trends of precipitation in Tianjin urban area from 1890 to 2022

Tao Xinyia, Dong Yanhuia,b,Corresponding Author, Zhang Haixina, Wu Huiwana, Zhao Yuweia, Yuan Mingyanga   

  1. Tianjin Agricultural University, a. College of Water Conservancy Engineering, b. Tianjin Demonstration Center for Experimental Water Conservancy Engineering Education, Tianjin 300392, China
  • Received:2024-05-06 Published:2025-11-12

摘要: 根据1890—2022年天津市区133年降水量数据,采用P-Ⅲ频率分析、线性趋势、5年滑动平均、累积距平、Mann-Kendall检验法和小波分析等方法,分析了降水量的统计特征、突变情况及演变趋势。结果表明:(1)天津市区年降水量以低于多年平均值(545.8 mm)为主,但个别年份存在远大于均值的数据,总体呈增加趋势,但并不显著,极值比为4.82,年际分布不均;(2)5年滑动平均法显示天津市区降水量分别有7个下降和4个上升趋势的时间段。累积距平法显示年降水量偏多的时段有11个,共计41年;偏少的时段有7个,共计44年;2019—2022年降水量累积距平呈上升趋势,降水量偏多;(3)经M-K突变检验可知,降水量有5个时段,共计68年呈下降趋势,1953年开始整体呈上升趋势,存在7个突变点,采用累积距平法验证,去伪存真后,保留的突变点为1948年、1979年、1984年和2019年;(4)经小波分析可知,降水量存在5~6年、12~13年、32~34年和48~52年等4类尺度周期变化规律,其中以48~52年尺度上周期变化最为显著,51年为第一主周期,推测2018年后8年左右的时间内,降水量仍将偏多。该成果对天津市旱涝灾害预防具有参考价值。

关键词: 年降水量, 趋势, Mann-Kendall检验, 小波分析, 周期, 突变

Abstract: Based on the annual precipitation data of Tianjin urban area from 1890 to 2022 for 133 years, P-Ⅲ frequency analysis, linear trend, 5-year moving average, cumulative anomaly, Mann-Kendall test, and wavelet analysis were used to analyze the statistical characteristics, evolutionary trends variation rule and mutation of precipitation. Results showed that:(1)Annual precipitation in Tianjin urban area was mainly lower than the annual average 545.8 mm, but some precipitation data was far greater than the average value; the overall trend was increasing, but not significant; the extreme value ratio was 4.82, with uneven interannual distribution.(2)Results of 5-year moving average method showed 7 periods of decrease and 4 periods of increase for precipitation. Results of cumulative anomaly method showed 11 periods with excessive annual precipitation, totaling 41 years; 7 periods with insufficient precipitation, totaling 44 years. From 2019 to 2022, the cumulative anomaly of precipitation was on the rise, with excessive precipitation.(3)According to the M-K mutation test, 5 periods with a total of 68 years of precipitation showed a downward trend; since 1953, the overall trend was on the rise. 7 mutation points were obtained, and validated by the cumulative anomaly method. After removing pseudo points, the retained mutation points were 1948, 1979, 1984, and 2019.(4)According to wavelet analysis, there were four time-scales of periodic variation patterns for precipitation, including 5-6a, 12-13a, 32-34a, and 48-52a, and the most significant was 48-52a scale, with 51a as the first main period. It is speculated that in the following about 8 years after 2018, precipitation will still be relatively high. This achievement has reference value for the prevention of drought and flood disasters in Tianjin.

Key words: annual precipitation, trend, Mann-Kendall test, wavelet analysis, period, mutation

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