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1.
林伟  谢洪  张金山 《现代地质》2013,27(3):733-737
基于经验模态分解(EMD)方法,对云南东川蒋家沟泥石流1965年至2004年40年的年输沙量时间序列进行多时间尺度分析,该时间序列分解成3个本征模函数(IMF)分量和趋势项(Res)分量。分析表明:蒋家沟泥石流的年输沙量存在多尺度的周期性波动,分别是2~4 a、6~10 a和17~21 a的准周期。通过对各IMF分量和Res趋势项分析发现,自1985年之后,波动的振幅开始变大,表明蒋家沟泥石流的年输沙量变化很大。降雨对蒋家沟泥石流的年输沙量及周期性波动有一定程度的影响。人类活动改变环境的同时,也为蒋家沟泥石流提供固体物质来源,这使得蒋家沟泥石流的年输沙量周期性波动变得更加复杂。  相似文献   

2.
为了评估三峡水库蓄水对长江感潮河段水文水动力特性的影响,建立了具有预测功能的水动力模型。考虑径流与潮流之间的相互作用,模型在只有上边界流量过程的条件下可以给出下边界的潮位过程。在此基础上应用一维河网非恒定流数学模型,对三峡水库蓄水前后长江近河口段大通—徐六泾的水流运动进行了10年的数值模拟。统计分析结果表明,水库调蓄作用对感潮河段各站的潮位累积频率及水文水动力因素的年内过程变化影响甚大。  相似文献   

3.
李佳  曲田  牟时宇  陶思铭  胡义明 《水文》2023,43(1):47-51+56
径流预报对于防洪、发电和生态调度等具有重要意义。以大渡河丹巴以上流域为研究区域,采用黏菌优化算法(SMA)对长短期记忆神经网络(LSTM)的隐藏层输出维度进行优化,构建SMA-LSTM模型对未来10日径流过程进行预报,以探讨深度学习方法对流域径流预报的适用性。基于2012—2017年的日降雨量和日流量资料,构建了预见期为10天的逐日径流SMA-LSTM预报模型,以2018—2019年的资料进行模型验证;采用最大1日径流量相对误差和10日总径流量相对误差作为SMA-LSTM模型精度的评价指标,并与未优化的LSTM模型和新安江模型结果进行对比。结果表明:SMA-LSTM模型具有较高的模拟和预报精度,无论是在率定期还是验证期,两种指标均控制在±10%以内,且两种指标的绝对值平均都不超过7%;整体而言,SMA-LSTM模型精度更高,预报的径流过程与实测过程更为贴近。研究成果可供流域径流预报实际工作参考。  相似文献   

4.
全球气象模型及新兴人工智能模型为流域水文预报提供了日、次季节、季节等不同时间尺度的海量气象预报数据。与此同时,基于气象预报开展水文预报,涉及到数据获取、模型构建、评估检验等技术问题。本文以全球气象预报相关的研究计划为切入点,调研现有的1 d至2周小时尺度中短期天气预报、1~60 d次季节尺度气象预报、1~12个月季节尺度气象预报以及新兴的人工智能气象预报;梳理气象预报驱动下流域水文预报模型方法,阐述气象预报订正、水文模型设置和预报评估检验等技术环节。基于全球气象预报生成实时和回顾性流域水文预报,定量检验不同预见期下预报精度以评估相关模型方法的预报性能,为水利工程预报-调度实践应用打下坚实的基础。  相似文献   

5.
BP神经网络洪水预报模型在洪水预报系统中的应用   总被引:2,自引:2,他引:0       下载免费PDF全文
胡健伟  周玉良  金菊良 《水文》2015,35(1):20-25
采用相关分析法,在区域降水、观测断面流量(或水位)因子中识别出影响预报断面径流过程的主要变量,在多个观测断面的数据均为流量情况下,采用基于时延组合的合成流量为影响预报断面径流过程的变量,采用自相关分析法,识别出影响预报断面径流过程的前期流量(或水位),以这些变量为BP神经网络模型的输入,以预报断面的流量(或水位)为模型的输出,在BP神经网络隐层节点数自动优选的基础上,构建了基于BP神经网络的洪水预报模型。将模型载入中国洪水预报系统中,应用结果表明:模型在历史洪水训练样本具有一定代表性的情况下,可获得较高的预报精度。  相似文献   

6.
李春红  王玉华  王建平  任立良 《水文》2011,31(1):31-34,80
对2008年三峡水库入库洪水特点进行分析,并针对场次洪水和连续自动预报两种方式进行预报误差统计,两种方式预报结果都表明2008年实时联机水文预报精度达到水文情报预报规范的甲级标准,同时发现未来降雨对三峡水库入库预报精度影响较大,部分场次洪水结合(不结合)未来降雨的预报精度差别很大,且随着预见期增长,预报误差也加大。  相似文献   

7.
实时校正中的旁侧入流反演方法   总被引:2,自引:0,他引:2       下载免费PDF全文
在水文与水动力学相结合的预报模型中,对于水文模型计算有误差,造成水动力学区间旁侧入流与实际不吻合情况,依据水量平衡原理,对旁侧入流进行反演校正。采用四点线性隐格式求解圣维南方程组,结合卡尔曼滤波技术建立以水位、流量作为综合状态量的卡尔曼滤波状态空间方程。采用反问题的思想把校正后的水位、流量不平衡量反馈到旁侧入流中,修正原有的区间来水量,进而修正预报期的旁侧入流。选择长江干流寸滩至万县河段,以及长江下游大通至镇江段进行演算,分别采用三峡水库135m蓄水阶段的水文资料和1998年水文资料进行6h洪水预报,结果表明旁侧入流反演校正方法是可行的。  相似文献   

8.
基于多模式降水集成的陆气耦合洪水预报   总被引:2,自引:1,他引:1  
针对基于单模式陆气耦合模型在洪水预报中存在的不确定性问题,利用三种数值天气预报模式MC2、GEM与T213开展基于多模式降水集成的陆气耦合洪水预报研究。通过淮河流域2007~2009年3场暴雨洪水验证表明:基于多模式降水集成的陆气耦合洪水预报可以有效地减小不确定性、提高精度和稳定性;但基于多模式降水集成的陆气耦合洪水预报对小尺度局地强降水仍存在较大的不确定性,今后需对此展开进一步的研究,以给出更加稳定、可靠的洪水预报结果。  相似文献   

9.
统计降尺度法对未来区域气候变化情景预估的研究进展   总被引:65,自引:5,他引:65  
由于迄今为止大部分的海气耦合气候模式(AOGCM)的空间分辨率还较低,很难对区域尺度的气候变化情景做合理的预测,降尺度法已广泛用于弥补AOGCM在这方面的不足。简要介绍了3种常用的降尺度法:动力降尺度法、统计降尺度法和统计与动力相结合的降尺度法;系统论述了统计降尺度方法的理论和应用的研究进展,其中包括:统计降尺度法的基本假设,统计降尺度法的优缺点,以及常用的3种统计降尺度法;还论述了用统计降尺度法预估未来气候情景的一般步骤,以及方差放大技术在统计降尺度中的应用;同时还强调了统计降尺度方法和动力降尺度方法比较研究在统计降尺度研究中的重要性;最后指出统计与动力相结合的降尺度方法将成为降尺度技术的重要发展方向。  相似文献   

10.
探地雷达(GPR)噪声信号通常具有非稳态、非线性特征,为去除这些噪声提高GPR图像解译的准确性,对利用HHT方法去噪进行了研究。首先阐述HHT的基本理论,然后通过对探地雷达数值模拟信号中噪声的去除验证基于HHT方法的可行性,最后将该方法用于探地雷达隧道地质超前预报的数据处理中。通过研究表明:该方法可以用于探地雷达信号的去噪,通过Hilbert变换得到三特征参数图像与EMD分解后合成图像进行对比验证,从而达到提高GPR信号解译精度的目的。  相似文献   

11.
International unity is becoming ever stronger in this country owing to an increasing similarity in the development of the cultural environment. This comprises the provision of all the country's republics with a sufficient number of schools, theatres, and other institutions and cultural information media in accordance with the needs of the population. An important part is played by the rise in ‘the general educational level, as well as the level of professional qualifications and skills. Among all the Soviet nations and nationalities, this rise being more rapid among formerly backward peoples. Prominent among the factors of internationalization is the progressive development of the nationalities’ cultural resources, while professional culture is being increasingly brought within the reach of the masses.The implementation of the nationalities policy promotes the all-round development of all Soviet nations and nationalities, their drawing together, the upsurge of the individual capabilities of every Soviet citizen.  相似文献   

12.
The Global Stratotype Section and Point (GSSP) for the base of the Silurian System was defined in 1985. Since that time, a number of researchers have suggested that this section has serious deficiencies for use as a GSSP. As a result, in 2000, the Subcommission on Silurian Stratigraphy (SSS) proposed undertaking a formal restu@ of this GSSP, which was subsequently approved by the International Commission of Stratigraphy (ICS). The result of this restudy was the formal proposal that the current GSSP, at 1.6 m above the base of the Birkhill Shale, at Dob's Linn, Scotland, should be maintained as the same locality and stratigraphic level, but the bios- tratigraphical definition of the boundary should be revised. The previously defined, basal Silurian grapto- lite zone, the Parakidograptus acuminatus Zone, should be subdivided into a lower Akidograptus ascensus Zone and a higher E acuminatus Zone. The base of the A. ascensus Zone, marked by the first appearance of A. ascensus, should be regarded as the biostratigraphic mark for the base of the Silurian. This proposal has now been formally approved by the SSS and ICS, and ratified by International Union of Geological Sciences. This is the first GSSP to undergo formal restudy and redefini- tion, and the proposal also included a recommended procedure for restudy of GSSPs.  相似文献   

13.
It is known from observations that the center of mass of the Moon does not coincide with the geometric center of its figure, and the line connecting these two centers is not aligned with the direction toward the center of the Earth, instead deviating toward the Southeast. This stationary deviation of the axis of the inertia ellipsoid of the Moon to the South of the direction toward the Earth is analyzed. A system of five linear differential equations describing the physical libration of the Moon in latitude is considered, and these equations are derived using a new vector method taking into account perturbations from the Earth and partly from the Sun. The characteristic equation of this system is obtained, and all five oscillation frequencies are found. Special attention is paid to the fifth (zero) frequency, for which the solution of the latitude libration equations are stationary and represents a previously unknown additional motion of the rotational axis of theMoon in a cone with a small opening angle. In contrast to the astronomical precession of the Earth, the rotation of the angular-velocity vector is in the positive direction (counter-clockwise), with the period T 3 = 27.32 days. On this basis, this phenomenon has been named “quasi-precession.” This quasi-precession leads to a stationary inclination of the major axis of the inertia ellipsoid of theMoon to the South (for an observer on Earth), making it possible to explain one component of the observed deviation of the center of mass of the Moon from the direction toward the Earth. The opening angle of the quasiprecession cone is approximately 0.834″.  相似文献   

14.
东濮凹陷北部沙三中亚段广泛发育盐岩和烃源岩,这两个看似不能共存的物质却在这里互层共生。该时期研究区沉积特征为多盐韵律与多层烃源岩互层共生、连续沉积,单个盐韵律厚度从几米到十几米,烃源岩有机质丰度高、类型好。平面上,两者在湖盆沉积沉降中心共生;垂向上,高有机质丰度、好干酪根类型与高盐度地层具有较好的对应关系。因而成为恢复古气候和古环境的重要研究对象。通过岩石学、古生物学以及Sr/Ba、B/Ga、(V+Ni+Mn)、Fe/Mn、Sr/Cu、Mg/Ca、V/(V+Ni)、稀土元素含量和氯同位素等方法对凹陷北部沙三中亚段的沉积环境进行研究。结果表明,凹陷北部沙三中亚段为深水沉积的还原环境,古盐度较高,达到半咸水-咸水沉积;微量元素和孢粉化石特征表明研究区沙三中亚段为温暖潮湿的环境。  相似文献   

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17.
Important tendencies in development of the world mineral-resources sector at the beginning of the 21st century were an increase in production and consumption of mineral materials differentiated by types of metals and nonmetallic mineral raw materials, by countries and regions, as well as the concentration of the production of mineral raw materials in a small number of countries, and a reduction in industrial reserves of minerals in the world economy, even at the current stage of their extraction. These tendencies should be taken into account in working out a strategy for development of the Russian mineral raw-material base.  相似文献   

18.
Taking the example of W Sudan, an analysis of the climatic incidents leading to the two recent famine disasters is made. On this natural background, the human side is investigated. Focus is directed towards the fragile economic structure of the famine-prone population groups. An early-warning system for famine in the Sahelian Zone is proposed taking grain production and storage, livestock development and the relationship between the prices of livestock and grain as major indicators.  相似文献   

19.
郯庐断裂南段研究进展与断裂性质讨论   总被引:13,自引:3,他引:13  
据1:5万区域地质调查和专题研究资料,就郯庐断裂带是否南延与消失的原因,其与大别—苏鲁造山带交截形成的假位错效应,以及与中新生代沉积盆地形成演化的关系等作了新的阐述。在此基础上,讨论了郯庐断裂带是否为巨大的左行平移断层或转换断层。认为郯庐断裂带可能是在“古郯庐带”的基础上于早侏罗世重新活动、白垩纪强烈活动的地堑型枢纽断裂带。  相似文献   

20.
In order to characterise the influence of the heavyrains on the observed landslides during the 1996–1997hydrological cycle, rainfall records for the last 100years are analysed from 104 stations in easternAndalusia. Regarding the amounts of rain recordedbetween October 1996 and March 1997 in the 104stations studied, 31 presented new all-time records;15 presented values that were 80–100% of thepre-1995 record; 49 stations, 80–50%; and 9stations, < 50%. A map has been devised of thesusceptibility of the materials through which thesouth-eastern Andalusian road network crosses,together with an inventory of the damage caused byinstability phenomena on banks and cuttings of theroad network during the winter of 1996–1997. Therelationships between the rainfall during the studyperiod, the damage caused to the road network and thesusceptibility of the materials affected are analysed.The results indicate that there is a clearcorrespondence between the rainfall recorded and thesusceptibility of the materials with the inventorieddamage. It is concluded that the widespread seriousdamage caused in early 1997 to the roads andsurrounding areas in the Alpujarra region and thecoast of the Province of Granada was mainly caused bythe extraordinarily heavy rains. However, considerablyless damage was observed where the susceptibility ofthe terrain is low, thus highlighting the extremeusefulness of terrain-susceptibility maps for riskprevention and territorial planning.  相似文献   

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