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Detrending methods for fluctuation analysis in hydrology: amendments and comparisons of methodologies 下载免费PDF全文
Detrending is a key step in the study of the scaling behaviors using Detrended Fluctuation Analysis (DFA) to explore the long‐range correlation of hydrological series. However, the irregular periodicity and various trends within hydrological series as a result of integrated influences of human activities such as construction of water reservoirs and human withdrawal of freshwater and climate changes such as alterations of precipitation changes in both space and time make difficult the selection of detrending methods. In this study, we attempt to address the detrending problem due to the important theoretical and practical merits of detrending in DFA‐based scaling analysis. In this case, with focus on the irregularity of the periodic trends, a modified DFA, varying parameter DFA (VPDFA), and its combination with adaptive detrending algorithm (ADA) are employed to eliminate the influences of irregular cycles on DFA‐based scaling results. The results indicate that, for streamflow series with no more than 20 cycles, VPDFA is recommended; otherwise, the combined method has to be employed. Comparison study indicates that the scaling behavior of the detrended observed streamflow series by average removed method, when compared to those by DFA, VPDFA, and ADA, is the one of the periodic residues around the averaged annual cycle for the entire series rather than that excluding all annual cycles. However, although the result by VPDFA for short observed streamflow record can well correspond to that for numerically simulated series, the scaling behavior obtained by combined method analyzing long record looks strange and is different from that by numerical analysis. We attribute this difference to the complicated hydrological structure and the possible hydrological alternation due to the increasing integrated impacts of human activities and human activities with the extending record. How to include the most of the important factors into the detrending procedure is still a challenging task for further study in the analysis of the scaling behavior of hydrological processes. Copyright © 2012 John Wiley & Sons, Ltd. 相似文献
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从理论上对瞬变电磁系统的接收装置频率特性进行分析,得出了瞬变信号在早期发生畸变的根本原因,揭示出接收装置在发射电流关断期间和电流关断后对一次场和二次场的影响关系,给出基于导电球体模型下接收装置的谐振频率与最小取样时间的关系图,进而讨论了接收装置对浅层目标体探测的影响.当瞬变电磁测量系统在电流关断开始时刻记录全程瞬变响应和发射电流波形时,如果接收装置的位置和谐振频率已知,就可以通过数值计算方法从根本上剔除接收装置对早期瞬变信号的影响,即使接收装置存在过渡过程,也同样可以实现近地表浅层的探测,从而缩短瞬变电磁法的浅层勘探盲区,提高近地表的探测分辨率和精度. 相似文献
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遥感影像中薄云的去除方法研究 总被引:7,自引:0,他引:7
薄云去除是遥感图像处理中一个常见的问题。目前,针对遥感影像薄云去除问题国内外学者提出了不少方法,本文在分析薄云去除难点的基础上介绍了几种薄云去除方法的原理并讨论了每种方法的适用范围。 相似文献
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高炮、火箭和飞机催化扩散规律和作业设计的研究 总被引:1,自引:0,他引:1
文章基于扩散计算的解析解,提出了针对高炮、火箭和飞机等不同催化方式的点源、多线源和移动点源的数值计算方案,分别研究了不同催化方式催化剂扩散规律和有效范围,并利用卫星捕获的一次飞机播云实例检验了计算方案,同时研究了实现目标区充分催化的作业设计等问题。主要结论有:高炮做为点源催化,单个高炮作业,达到有效催化浓度的范围半径约只有0.5 km,应当采用多炮弹密集作业,比较有利于浓度和催化范围的维持,提高炮弹成核率能够很大程度地提高高炮作业效果;火箭和飞机作为线源催化,1 h内达到有效催化浓度的宽度分别为7和6.6 km,此宽度可作为多线播撒作业飞行间距设计的参考依据;飞机单线播撒达不到充分催化的要求,而耕作式播撒,在风速作用下,扩散区域会分散或重叠。根据风速大小设计的"8"字形来回播撒飞行路线,可使目标区得到充分播撒。在扩散计算方案研究基础上研发的各类催化扩散计算和作业设计软件系统,可方便准确地计算飞机、高炮和火箭实际作业时催化剂在云中扩散的范围、浓度及其随时间的演变,并可针对不同目标区进行充分播撒催化的作业设计,结果直观简明,为催化扩散计算的实际业务应用和作业设计提供了帮助。 相似文献
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