Tsunami 2004: the villages of Birek and Seungko Mulat,Indonesia

The purpose of this study was to investigate the potential of imaging spectroscopy for the discrimination between eucalyptus species. High spectral reflectance signatures of 11 eucalyptus species were measured in the laboratory and significant differences at a number of wavelength positions were detected. There were differences in terms of absolute reflectance, depths of absorption features and the relative position of change in terms of the wavelength. The differences between species were more noticeable in the first derivative spectra when compared with the raw spectra. This was attributed to the ability of derivatives to remove the noise from raw reflectance spectra. The results also indicate the possibility of utilizing the common vegetation indices and ratios used in remote sensing for discriminating species and highlight the need to select spectral channels at pertinent positions where the differences are the greatest. This study has identified many of these positions in relation to some eucalyptus species. However, the study also shows that there is no single wavelength which will discriminate between all species and it also shows that even with hyperspectral data, issues with detailed level of mapping will still exist.     

基于卷积神经网络的逐时降水预报订正方法研究

应用2017—2018年5—9月福建省观测资料对华南区域中尺度模式(GTRAMS-3 km-RUC)预报进行站点检验,建立和训练基于卷积神经网络的逐时降水分级订正模型,并与频率匹配法进行2017—2018年测试集的对比试验和2019年数据集的模拟业务检验,探讨了试验过程中遇到的样本不均衡、特征变量选取以及模型过拟合问题。结果表明:模式对于15 mm·h-1以上降水的预报能力弱,各订正方法对原始预报均有不同程度的改进作用。从评估指标来看,基于卷积神经网络的订正方法比频率匹配法表现出优势,其中相关系数判别方案下的网络模型对强降水预报的订正效果显著优于其他方法;在输入特征变量选取方面,应用主成分分析方案的模型训练收敛速度比相关系数判别方案更快,最佳训练期有所提前,但也更早进入严重的过拟合状态,而相关系数判别方案能够使网络模型的训练拥有更长的提升期以达到更具“潜力”的状态;基于卷积神经网络的订正方法对减少分类降水预报的漏报率、晴雨和弱降水预报的空报率具有显著作用,其优化程度明显超过频率匹配法。     

碎屑金红石:沉积物源的一种指针

近年来,碎屑金红石的研究已成为沉积物源区分析的一个新前沿。金红石的地球化学组成,尤其是Cr,Nb,Zr等微量元素的含量,对其母岩的形成条件和所经历的地质过程都具有重要的指示意义,同时,碎屑金红石在沉积、成岩过程中表现出极高的稳定性,因而是物源分析的理想指针矿物。首先介绍金红石的矿物学和地球化学基本性质,分析不同来源的金红石典型特征,重点阐述碎屑金红石在物源分析中运用的5个方面:①金红石重矿物比值;②金红石矿物化学成分Cr-Nb判别图解;③金红石Zr含量温度计;④金红石的U-Pb和(U-Th)/He定年;⑤金红石Lu-Hf同位素。综合上述5个方面的物源分析研究,可以获取金红石的母岩类型、形成温度及后期所经历的热演化史等信息。碎屑金红石的物源研究处于起步和探索阶段,仍存在一些亟需解决的问题。     

苏门答腊(印度尼西亚)的火山岩及其地球化学-构造环境判别

本文介绍了苏门答腊(印度尼西亚)火山岩的时代、分布和产状。根据火山岩的岩石化学资料,应用PetroGraph和Minpet2.0岩浆岩地球化学作图软件对60多个中、新生代火山岩岩石化学分析数据进行处理,并对其地球化学-构造环境判别图解的解释,探讨新生代火山岩盆地及其中生代-古生代基底的火山岩形成构造环境。根据这些判别图,认为苏门答腊新生代火山岩盆地基底为大陆边缘裂谷(初始裂谷),并在渐新世以后转化为大陆边缘火山弧。高钾橄榄玄粗岩系列和埃达克岩与苏门答腊火山岩体系共生,显示该区具有寻找斑岩-低温热液型铜-金矿找矿远景。     

Statistical evaluation of tectonomagmatic discrimination diagrams for granitic rocks and proposal of new discriminant-function-based multi-dimensional diagrams for acid rocks

The four tectonic discrimination diagrams of Pearce et al. [Journal of Petrology, v. 25, p. 956–983] for granitic rocks were first evaluated using the literature cited by these authors as well as from our new database. The first diagram (Y?Nb) cannot discriminate volcanic-arc and collision settings. Both Y?Nb and Yb?Ta diagrams have an overlapping field for within-plate and ocean-ridge granitoids. The remaining two diagrams (Y?+?Nb?Rb and Yb?+?Ta?Rb) use a mobile element (Rb) in their y-axis. Although these diagrams successfully discriminate volcanic-arc and within-plate granites, they perform less well for collision tectonics. Besides, felsic or acid rocks are scarce in ocean-ridge settings, which limits the usefulness of these diagrams for this geological environment. Therefore, using an extensive database, we proposed a set of five new discriminant-function-based multi-dimensional diagrams for acid magmas from four tectonic settings (island arc, continental arc, continental rift, and collision). The very similar tectonic settings of island and continental arcs are discriminated for the first time. These diagrams are based on correct statistical treatment of compositional data, because they use natural logarithm transformation of major-element ratios and linear discriminant analysis (LDA). The use of discordant outlier-free samples prior to LDA improved the success rates by about 3–5%. Success rates of these diagrams as inferred from a testing set were between 76% and 88% for island arc, 60% and 92% for continental arc, and 72% and 84% for both continental rift and collision settings. Finally, application of these new diagrams to case studies not compiled in our initial database used for constructing these diagrams provided the following results: a collision setting for the Himalayas at about 30 Ma; an island arc setting for Quaternary acid rocks from geothermal boreholes in El Salvador; an island- or continental-arc setting for northern Italy at 35–52 Ma; a continental-arc setting for the Italy–Austria border at about 30 Ma; either a rift or a collision setting for northern Nigeria at about 164 Ma; a collision setting for central Nigeria at about 144 Ma and for the Cretaceous Masirah ophiolites of Oman; and an island arc setting for the Cretaceous Semail ophiolites of Oman. In spite of the relative mobility of major elements, these applications suggest utility of the new discrimination diagrams for all four tectonic settings.     

基于Excel的Q=f（S）及q=f（S）曲线判别

鉴于传统的手工方法或CAD绘制抽水试验过程中Q=f（S）及q=f（S）曲线中出现的效率低、精度不高的问题,利用Excel的计算、图表功能．以内蒙古鄂尔多斯某井田203孔8煤至17煤抽水试验资料为例,详细阐述了图表法和数值法绘制Q=f（S）及q=f（S）曲线的具体步骤及判别啦线是否正常的方法,为野外水文地质技术人员提供了一个很好的参考范本。     

双能CT成像基材料分解法的理论误差分析

双能X射线计算机断层成像技术(DECT)能够准确地重建物质的有效原子序数和电子密度信息,是一种有效的物质辨别技术.基材料分解法是求解DECT重建问题的主要方法之一.但目前应用此方法得到的重建结果误差较大,并且对于金属伪影抑制能力也较差.本文分析了DECT基材料分解法重建结果的误差来源和形成机制,阐释了其对金属伪影抑制作...     

基于PHC3.0数据集的北冰洋水团分析

基于PHC3.0极地科学中心水文气候数据集(简称PHC3.0数据集)的温度和盐度资料,使用聚类分析和Bayes判别分析的方法,对北纬70°以北海域的水团结构进行了分析,在北冰洋区域划分出4个水团:北冰洋表层水(ASW)、大西洋中层水(AIW)、太平洋水(PW)和北冰洋深层水(ADW)。北冰洋表层水(ASW)遍布于欧亚海盆和加拿大海盆,以低温低盐为特征。大西洋中层水(AIW)位于约200～900m深度,在北冰洋环极边界流的作用下,其影响可达到加拿大海盆。太平洋水(PW)受经白令海峡进入北冰洋的海水影响,相对高温低盐,夏季时影响显著。北冰洋深层水(ADW)在海盆中相当均匀,几乎没有季节变化,盐度约在34.95psu,温度在加拿大海盆约为-0.3℃,欧亚海盆约为-0.7℃。     

核爆炸与地震识别研究进展

综述了近年来核爆炸与天然地震识别研究的进展, 揭示了从频谱比、震级比到综合因素的概率方法的发展过程, 特别指出小当量核爆炸识别的重要性. 文章借助量子场论和相变理论分析讨论了地震波波长与动量的关系. 同时, 根据地壳介质的复杂性, 指出地震波传播过程中由于介质的非线性与弥散的联合作用, 导致产生孤波的可能性.