Curve matching approaches to waveform classification: a case study using ICESat data

Light Detection and Ranging (LiDAR) waveforms are being increasingly used in many forest and urban applications, especially for ground feature classification. However, most studies relied on either discretizing waveforms to multiple returns or extracting shape metrics from waveforms. The direct use of the full waveform, which contains the most comprehensive and accurate information has been scarcely explored. We proposed to utilize the complete waveform to test its ability to differentiate between objects having distinct vertical structures using curve matching approaches. Two groups of curve matching approaches were developed by extending methods originally designed for pixel-based hyperspectral image classification and object-based high spatial image classification. The first group is based on measuring the curve similarity between an unknown waveform and a reference waveform, including curve root sum squared differential area (CRSSDA), curve angle mapper (CAM), and Kullback–Leibler (KL) divergence. The second group assesses the curve similarity between an unknown and reference cumulative distribution functions (CDFs) of their waveforms, including cumulative curve root sum squared differential area (CCRSSDA), cumulative curve angle mapper (CCAM), and Kolmogorov–Smirnov (KS) distance. When employed to classify open space, trees, and buildings using ICESat waveform data, KL provided the highest average classification accuracy (87%), closely followed by CCRSSDA and CCAM, and they all significantly outperformed KS, CRSSDA, and CAM based on 15 randomized sample sets.     

东海表层沉积物碎屑矿物组合分布特征及其物源环境指示

为进一步明确东海陆架区的沉积物物源及水动力环境,对研究区表层沉积物的碎屑矿物进行了鉴定分析。研究区共鉴定出49种重矿物、8种轻矿物。根据碎屑矿物的组合分布结合矿物形态特征,将东海陆架区划分为三个矿物区,内陆架矿物区、外陆架矿物区及虎皮礁矿物区。内陆架矿物区,动力分选是影响碎屑矿物分布的主要因素,物质来源相对单一,碎屑矿物主要来源于现代长江物质,闽浙沿岸近岸河流的输入,人类活动也对该区的矿物组成产生一定的影响;外陆架矿物区,重矿物分布的主控因素是长期的分选作用,主要是长江物质经后期改造形成,现代长江物质可从内陆架中北部扩散至124.5°E左右,此外外陆架东南部地形的变化也对碎屑矿物的分布起到一定控制作用;虎皮礁矿物区,有来自黄河、长江、火山物质的多重影响,且水动力环境相对复杂。     

早古生代古亚洲洋俯冲记录:来自东天山卡拉塔格高镁安山岩的年代学、地球化学证据

吐哈盆地南缘荒草坡群大柳沟组火山岩出露于大草滩断裂以北的彩霞山、土屋铜矿北和卡拉塔格地区。该组火山岩主要为基性、中酸性熔岩及火山碎屑岩组合。LA-ICP MS锆石U-Pb分析获得安山岩和英安岩的年龄分别为434.8±3.8Ma和438.4±4.9Ma,表明大柳沟组火山岩形成于早志留世。安山岩Si O2含量为54.35%~60.70%;Al2O3含量为11.8%~16.3%,Mg O含量为4.94%~8.27%,Ti O2含量为0.38%~0.52%,Na2O和K2O的含量分别为0.50%~3.83%和0.08%~1.26%,铝饱和指数(A/CNK)为0.77~1.37,低ΣREE(43×10-6~70×10-6),为具有亏损源区特征的高镁安山岩。英安岩较安山岩Si O2含量高(63.74%~75.35%),具有相似的Al2O3(12.3%~16.0%%)和Ti O2(0.32%~0.52%)含量;Na2O和K2O含量分别为2.01%~5.53%和0.16%~2.19%,ΣREE含量较安山岩略高(61×10-6~84×10-6),铝饱和指数(A/CNK)为0.77~5.74。安山岩和英安岩均轻重稀土分异明显,具有中等的Eu负异常;富集大离子亲石元素(LILE),亏损高场强元素(HFSE),具有明显的Nb-Ta-Ti负异常。相似的岩石地球化学特征表明安山岩和英安岩可能为同源岩浆,英安岩是安山质岩浆经过角闪石等矿物结晶分异作用形成的,安山岩的母岩岩浆很可能来自亏损大洋岩石圈地幔。基于该组岩石组合、地球化学特征和区域地质资料,推测研究区高镁安山岩可能形成于洋内弧环境,这表明东天山吐哈盆地南缘卡拉塔格地区在早古生代已经存在古亚洲洋的俯冲。     

Shale Gas Formation and Occurrence in China: An Overview of the Current Status and Future Potential

Shale gas is one of the most promising unconventional resources both in China and abroad. It is known as a form of self-contained source-reservoir system with large and continuous dimensions. Through years of considerable exploration efforts, China has identified three large shale gas fields in the Fuling, Changning and Weiyuan areas of the Sichuan Basin, and has announced more than 540 billion m~3 of proven shale gas reserves in marine shale systems. The geological theories for shale gas development have progressed rapidly in China as well. For example, the new depositional patterns have been introduced for deciphering the paleogeography and sedimentary systems of the Wufeng shale and Longmaxi shale in the Sichuan Basin. The shale gas storage mechanism has been widely accepted as differing from conventional natural gas in that it is adsorbed on organic matter or a mineral surface or occurs as free gas trapped in pores and fractures of the shale. Significant advances in the techniques of microstructural characterization have provided new insights on how gas molecules are stored in micro- and nano-scale porous shales. Furthermore, newly-developed concepts and practices in the petroleum industry, such as hydraulic fracturing, microseismic monitoring and multiwell horizontal drilling, have made the production of this unevenly distributed but promising unconventional natural gas a reality. China has 10–36 trillion m~3 of promising shale gas among the world's whole predicted technically recoverable reserves of 206.6 trillion m~3. China is on the way to achieving its goal of an annual yield of 30–50 billion m~3 by launching more trials within shale gas projects.     

安徽省休宁县清坑钼钨多金属矿床地质特征及成因探讨

休宁县清坑钼钨多金属矿床,位于江南地块中的江南古隆起带内部的白际岭岛弧带,五里亭—长陔NEE向构造岩浆带南侧。矿区绢云母石英片岩,总体走向北东,倾向南东,NE向断裂规模较大,具逆冲和斜向逆冲特点。成矿母岩为晚侏罗纪世黑云母二长花岗岩,同熔型。燕山时期,江南陆内造山带形成于壳―幔相互作用等深部过程,随着祁门深大断裂伸展、冲断等转变,岩石圈减薄发生减压熔融,基性岩浆底侵在壳幔边界并使下地壳局部熔融产生中酸性岩浆。岩浆演化分异,钼在岩浆热液中富集,最终演化为含矿热液。随着应力转变,矿质析出,沉淀成矿。     

澳大利亚地球探测计划研究进展

AuScope计划是澳大利亚2007年启动的新一轮的地球探测计划, 其目标是在澳大利亚建立一个从时间到空间, 从地壳到地核, 从地球空间到地质科学范畴内的世界级的研究架构, 包括数据采集、管理、建模和模拟等。在2007年启动以来, 澳大利亚NCRIS资助4280万美元, 其中1580万用来发展一个改进的地理空间参考系统, 2700万用于地球物理探测和地球化学分析。同时, 有超过7000万美元由合作投资者提供。头期赞助的计划项目已经于2011年6月完成。随后教育投资基金(Education Investment Fund)继续给予 2300万美元资助, 主要是建立一个新的澳大利亚地球物理观测系统(Australian Geophysical Observing System), 通过收集新的地表地球空间和深部探测和监测原始数据, 提供人们对澳大利亚现今地壳物理状态的更好理解认识。同时, 项目合作者后期将会在未来投入8200万美元来共同完成AGOS计划的完成。总之, AuScope计划已经超越了初期设想的研究目标, 同时在后期获得资助的AGOS研究中, 将进一步挖掘AuScope计划所获得的数据和成果认识, 并迎合我们对地球物理资源问题的解决, 研究区域主要集中于澳大利亚具有丰富资源的沉积盆地中。     

一幅新的第四纪地质及地貌图的编制——以宁夏与山东为例

为了更好地与生态环境及灾害地质紧密结合,第二代全国区域地质志编制项目规定第四纪地质及地貌图为必编图件之一。图件内容包括第四纪地质体的时代、成因类型、岩性和地貌成因形态组合类型、活动断裂及海侵范围等重要地质内容,同时,附第四纪地质-地貌典型剖面和重要的地貌景点。图件特点:(1)图件的地理底图是首次用数字高程模型(DEM)数据灰度图作背景;(2)第四纪地质内容与地貌成因形态类型同编为一幅图;(3)第四纪地质体的面色用成因类型色表示;(4)地貌部分划分了不同级别成因形态类型和有特色的微地貌景点。总之,图面有立体感,地形高差明显,层次分明,色彩鲜艳,是一幅崭新的图件,可供防灾治理和地质旅游参考应用。     

日本马氏贝珍珠化学组成的同步辐射X射线荧光光谱分析

采用同步辐射微区X射线荧光光谱技术,探测古铜色日本马氏贝珍珠剖面(珠核与珍珠层)的元素分布。测试结果表明,样品中主要含有Ca、Sr、Ba等3种碱土金属元素,Mn、Fe、Cu、Zn等4种3d过渡金属元素以及稀土元素,各元素在珍珠中表现出一定的空间分布规律:珠核表面稀土元素浓度最高,珍珠层和珠核的稀土元素浓度大致相当;Mn和Fe元素浓度自珠核浅表层向珠核表面有降低趋势;珍珠层内Mn和Fe元素浓度都出现大幅降低现象,且是在相同的圈层降低,显示其具有一定正相关性,推测二者大幅降低的圈层是平行层和棱柱层的分界,且Mn元素主要赋存于棱柱层;Ca与Sr、Ba元素的分布具有负相关性。     

西天山Muruntau金矿床地质和S-Pb同位素示踪

Muruntau金矿床位于乌兹别克斯坦卡拉库姆板块北缘,是世界规模最大的金矿床。赋矿地层为一套发生绿片岩相浅变质作用的含炭复理石建造。矿区主要经历了四期变形变质作用(D1-D4),矿体受构造控制明显,就位于桑格龙套-塔姆德套与穆龙套-道古兹套剪切带的构造交汇部位,金矿化主要产于次级韧脆性断裂中。对矿床的矿石硫化物及地层开展了系统S、Pb同位素研究,结果表明石英脉型及蚀变岩型矿石中硫化物的δ34S变化范围较大,集中于2.2‰~6.1‰,其中蚀变岩型矿石中毒砂样品δ34S值集中于2.2‰~4.6‰,含金石英脉中硫化物样品δ34S值集中于3.0‰~6.1‰,方解石-石英脉中硫化物样品δ34S值集中于3.5‰~4.0‰,表明矿石中硫主要来源于地层,可能有少量岩浆硫加入。2件黑色页岩中毒砂206Pb/~(204)Pb为19.906~20.378,~(207)Pb/~(204)Pb为15.730~15.750,208Pb/~(204)Pb为38.388~39.894;3件含金石英脉中黄铁矿206Pb/~(204)Pb为18.848~19.431,~(207)Pb/~(204)Pb为15.669~15.736,208Pb/~(204)Pb为38.346~38.879;2件方解石脉中毒砂206Pb/~(204)Pb为18.715~19.563,~(207)Pb/~(204)Pb为15.639~15.740,208Pb/~(204)Pb为38.640~39.295。6件地层岩石样品的铅同位素组成206Pb/~(204)Pb为19.416~20.600,~(207)Pb/~(204)Pb为15.675~15.746,208Pb/~(204)Pb为38.876~39.431。矿石铅与地层铅均落于上地壳与造山带之间,矿石铅显示较大的跨度,且与地层岩石铅具有部分重合,显示成矿物质具有双重来源,与赋矿地层及造山期变质流体均表现出密切成因联系。结合矿床地质特征总结分析,沉积地层的物质准备+多期构造运动驱动变质流体运移(D1-D4)+岩浆热液的后期叠加应该是Muruntau巨量金属富集的关键控制因素。