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变化环境下基于希尔伯特-黄变换的水资源评价方法
  • ISSN号:1003-1243
  • 期刊名称:水力发电学报
  • 时间:0
  • 页码:-
  • 分类:P333.9[天文地球—水文科学;水利工程—水文学及水资源;天文地球—地球物理学]
  • 作者机构:[1]武汉大学水资源与水电工程科学国家重点实验室,武汉430072, [2]长江水利委员会长江科学院,武汉430010
  • 相关基金:国家自然科学基金资助项目(51179131,50979075,50839005,50579052)
  • 相关项目:西江洪水归槽影响下非一致性洪水频率计算方法研究
作者: 谢平|
中文摘要:

由于受气候变化和频繁人类活动的影响,用于水资源评价计算的年径流序列失去了一致性。本文针对非一致性年径流序列,提出基于希尔伯特-黄变换的水资源评价方法,可以推求过去、现状和未来各个时期变化环境下的地表水资源量。该方法假设非一致性年径流序列由相对一致的随机性成分和非一致的确定性成分两部分组成,采用希尔伯特-黄变换的EMD分解方法提取趋势成分,并对确定性趋势成分进行拟合计算;根据时间序列分析的分解与合成理论,对年径流序列的随机性成分进行提取,采用有约束加权适线法对其进行频率计算;将确定性的预测值和随机性的设计值进行合成,以得到过去、现状和未来不同时期年径流合成序列的频率分布。对海河区的永定河册田水库以上三级区进行了实例验证,结果表明该区年径流量序列趋势变异显著;多年平均地表水资源量在过去(1956年以前)、现状(2000年)和未来(2015年)三个时期的评价结果分别为:44.12mm、26.88mm、26.79mm,未来和现状与过去相比分别减小约39.08%和39.28%,这种情形对该区域水资源的开发利用极为不利。

英文摘要:

Owing to the effects of changing climate and frequent human activities, the annual runoff series used for water resource assessment have lost their consistency. To consider this inconsistency, this paper proposes an assessment method of water resources using the Hilbert-Huang transformation for calculation of surface water resources under changing environments in the past, present and future, based on an assumption that inconsistent annual runoff series can be decomposed into a relatively consistent random component and an inconsistent deterministic component. In this method, first the tendency component of an annual runoff series is identified and tested with a correlation coefficient testing method, and the deterministic trend component is fitted. Second, the random component of this series is extracted by the theory of decomposition and composition of time series, and its frequency is calculated using a constrained and weighted fitting method. Last, the deterministic forecasting value and stochastic design value are synthesized so that the past, present and future frequency distributions of the series are obtained. Assessment was calculated in a case study of the third regionalization, located upstream of the Cetian reservoir on the Yongding River in the first regionalization of the Hai River. The results show that this region was featured with a significant alteration in its annual runoffseries, and that its long-term average surface water resources in the past (before 1956), present (2000) and future (2010) were 44. 12mm, 26. 88mm and 26.79ram, respectively. Relative to the past, the resources decrease by 39.08% and 39.28% in the future and present respectively. This is a situation unfavorable to the development and utilization of water resources in the region.

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期刊信息
  • 《水力发电学报》
  • 北大核心期刊(2011版)
  • 主管单位:中国科学技术协会
  • 主办单位:中国水力发电工程学会
  • 主编:李庆斌
  • 地址:北京清华大学新水利馆211室
  • 邮编:100084
  • 邮箱:
  • 电话:010-62783813
  • 国际标准刊号:ISSN:1003-1243
  • 国内统一刊号:ISSN:11-2241/TV
  • 邮发代号:
  • 获奖情况:
  • 优秀学术期刊三等奖
  • 国内外数据库收录:
  • 荷兰文摘与引文数据库,美国剑桥科学文摘,日本日本科学技术振兴机构数据库,中国中国科技核心期刊,中国北大核心期刊(2004版),中国北大核心期刊(2008版),中国北大核心期刊(2011版),中国北大核心期刊(2014版),中国北大核心期刊(2000版)
  • 被引量:12057