羌塘盆地晚侏罗世夏里组磁学参数指示的沉积环境及其成盐意义

羌塘盆地位于青藏高原中部,是一个具有沉积钠盐、钾盐远景的蒸发岩盆地。最近在羌塘盆地上侏罗统夏里组中发现多处具有钾、钠异常的盐泉这一重要的找钾盐线索,然而目前对上侏罗统夏里组的古环境演变仍然不甚了解,限制了对晚侏罗世羌塘盆地的成盐(成钾)条件和可能的层位等重大科学问题的理解。因此本文以热磁分析为主,对羌塘盆地雁石坪地区上侏罗统夏里组沉积物进行高分辨率岩石磁学研究,并讨论其古环境意义。最后,根据成盐(成钾)理论,综合分析羌塘盆地上侏罗统夏里组成盐(成钾)的构造、气候和物源条件。κ-T曲线、磁滞回线和热退磁结果共同表明磁铁矿和赤铁矿是夏里组的主要载磁矿物;磁学参数分析表明夏里组上段赤铁矿含量相对增加,揭示夏里组上段形成于干旱气候环境;综合分析构造、气候和物源条件表明,羌塘盆地上侏罗统夏里组上段最为具备良好的成盐(成钾)条件。     

中亚地区阿姆河盆地查尔朱、布哈拉阶地构造特征及演化

阿姆河盆地是中亚地区重要的含油气盆地,位于阿姆河北岸的查尔朱阶地和布哈拉阶地为盆地的二级构造单元,其油气资源量占全盆地的一半。油气主要富集于阶地的局部背斜构造和生物礁圈闭中,这些圈闭与该区构造形成演化密不可分。利用常规地质资料,通过精细地层对比和地震资料解释,识别出两个关键界面:侏罗纪末的断拗转换面和早第三纪末的区域角度不整合面,并结合板块构造理论确定了构造变形时期。研究认为,侏罗纪以来两阶地经历了侏罗纪—白垩纪断陷—拗陷期和早第三纪抬升—改造期两个重要演化阶段,形成了上、中、下三大构造层。断陷—拗陷阶段的沉积控制了该区的构造格局;中构造层膏盐层的发育丰富了后期的构造样式。早第三纪—晚第三纪的构造运动使该区构造发生了强烈变革,形成了典型的逆断裂、走滑断裂带和不对称复合背斜构造带。     

A hierarchical indexing strategy for optimizing Apache Spark with HDFS to efficiently query big geospatial raster data

ABSTRACT

Earth observations and model simulations are generating big multidimensional array-based raster data. However, it is difficult to efficiently query these big raster data due to the inconsistency among the geospatial raster data model, distributed physical data storage model, and the data pipeline in distributed computing frameworks. To efficiently process big geospatial data, this paper proposes a three-layer hierarchical indexing strategy to optimize Apache Spark with Hadoop Distributed File System (HDFS) from the following aspects: (1) improve I/O efficiency by adopting the chunking data structure; (2) keep the workload balance and high data locality by building the global index (k-d tree); (3) enable Spark and HDFS to natively support geospatial raster data formats (e.g., HDF4, NetCDF4, GeoTiff) by building the local index (hash table); (4) index the in-memory data to further improve geospatial data queries; (5) develop a data repartition strategy to tune the query parallelism while keeping high data locality. The above strategies are implemented by developing the customized RDDs, and evaluated by comparing the performance with that of Spark SQL and SciSpark. The proposed indexing strategy can be applied to other distributed frameworks or cloud-based computing systems to natively support big geospatial data query with high efficiency.     

光学观测小波方法的比较研究

本文系统地分析国外几十年来用光学方法对海面微尺度波浪观测的研究方法和观测装置,从中比较各自的优缺点,对于今后在此方面的研究工作提供帮助。     

Sedimentary Conditions of Evaporites in the Late Jurassic Xiali Formation, Qiangtang Basin: Evidence from Geochemistry Records

The Qiangtang Basin (QB), located in the central Tibetan Plateau, is a Jurassic marine basin and one of the most important prospective salt resource belts in China. In recent decades, many outcrops of gypsiferous?bed have been found in the Jurassic marine strata in the basin. Salt springs with abnormally high sodium (Na+) contents had been identified in the Late Jurassic Xiali Formation (Fm.) in the basin in the last years. However, to date, no potash or halite deposits have been identified in the QB. Gypsum outcrops and salt springs are very important?signs in the investigation of halite and potash deposits. Therefore, the Xiali Fm. is?a potentially valuable layer to evaluate for the possible presence of halite and potash deposits in the basin. However,?few studies?have explored the formation?conditions of evaporites in the unit. Here, we present detailed geochemical records from the Yanshiping section related to the study of the formation?conditions of evaporites in the Xiali Fm. of the QB. Climate proxies based on the obviously increased anion concentrations of SO42? and Cl? and the significant correlation?coefficients of Ca2+-SO42? (R = 0.985) and Na+-Cl? (R = 0.8974) reveal that the upper member of the Xiali Fm. (the upper Xiali Fm.) formed under an arid climate and evolved into the sulfate phase or early chloride phase. Provenance proxies based on the obviously increased K+ and Na+ ion concentrations and the significant correlation?coefficient of Na+-Cl? (R = 0.8974) suggest that the upper Xiali Fm. featured optimal provenance conditions for the possible formation of halite deposits. The regression and the semi-closed tidal?flat environment in the upper Xiali Fm. were favorable for the formation of potash and halite deposits. The low Mg2+ /Ca2+ values (mean value = 1.82) and significant Na+-Cl? correlation?coefficient (R = 0.8974) also suggest that the upper Xiali Fm. is the layer most likely to contain potential halite deposits. In addition, the macroscopic correlations of tectonism, provenance, paleoclimate, saliferous strata and sedimentary?environment between the QB and the adjoining Amu Darya Basin in Central Asia reveal that the two basins shared similar geologic settings that were favorable for the formation of evaporites during the Late Jurassic. Therefore, the upper Xiali Fm. is a valuable layer to explore for halite deposit and may be potentially valuable in the future exploration for potash deposits in the QB.     

膨胀土-胶粉（ESR）强度特性室内试验研究

膨胀土是一种特殊的区域性黏土,在我国分布非常广泛,所引起的灾害问题也日益突出。为了提高资源的循环利用,减少膨胀土灾害潜在的影响,笔者进行一系列用废弃轮胎胶粉改良膨胀土的探索。主要是通过室内无侧限抗压强度试验,研究膨胀土及膨胀土 胶粉（expansive soil rubber,简称ESR）强度特性,进一步分析胶粉含量、含水率等因素对无侧限抗压强度的影响,根据试验结果总结出胶粉改良膨胀土无侧限抗压强度的最佳含量为20％,同时证明了废弃轮胎胶粉改良膨胀土具有良好的效果,从而为膨胀土改良开拓一个新的方法。     

MM5中尺度模式及其微物理过程

非静力平衡模式MM5，除掉了静力平衡假定，可以将模式格距减小到10km以下。由于在物理过程参数化、网格嵌套、资料四维同化等方面也有许多改进，大大改善了模式性能，扩展了其应用范围。应用MM5对我国中尺度天气系统的大量个例模拟研究及业务预报试验表明，MM5可以较好地模拟预报我国的中小尺度天气系统，适合制作乡镇短期天气要素预报。     

基于最小二乘拟合模型和PCA变换的影像融合

针对传统的PCA变换融合法,利用高空间分辨率影像与多光谱影像的线性相关特性,提出了一种基于最小二乘模型和PCA变换的影像融合方法,采用偏差指数、相关系数和信息熵三个指标,对融合结果进行了定量评价。试验结果表明,在提高了多光谱影像空间分辨率的同时,更好地保留了多光谱影像的光谱信息。     

A graph-based approach to detecting tourist movement patterns using social media data

ABSTRACT

Understanding the characteristics of tourist movement is essential for tourist behavior studies since the characteristics underpin how the tourist industry management selects strategies for attraction planning to commercial product development. However, conventional tourism research methods are not either scalable or cost-efficient to discover underlying movement patterns due to the massive datasets. With advances in information and communication technology, social media platforms provide big data sets generated by millions of people from different countries, all of which can be harvested cost efficiently. This paper introduces a graph-based method to detect tourist movement patterns from Twitter data. First, collected tweets with geo-tags are cleaned to filter those not published by tourists. Second, a DBSCAN-based clustering method is adapted to construct tourist graphs consisting of the tourist attraction vertices and edges. Third, network analytical methods (e.g. betweenness centrality, Markov clustering algorithm) are applied to detect tourist movement patterns, including popular attractions, centric attractions, and popular tour routes. New York City in the United States is selected to demonstrate the utility of the proposed methodology. The detected tourist movement patterns assist business and government activities whose mission is tour product planning, transportation, and development of both shopping and accommodation centers.     

珠江口盆地深水区白云凹陷气烟囱特征及成藏模式

以高分辨率三维地震资料为基础,结合地震属性,在珠江口盆地深水区白云凹陷识别出了大量的气烟囱现象。气烟囱可分为根部、过路区和顶部三个组成单元,各个单元具有不同的地震异常特征,主要通过同相轴的侧向变化,振幅、频率、连续性的局部增强和减弱,AVO响应以及它们的组合来识别。气烟囱根部是气体释压的初始部位,是气源供应区;过路区是流体泄压所经过的区带,在整个气烟囱结构的空间中占有主体地位;顶部常形成气藏。对白云凹陷建立了气烟囱顶部聚集和侧翼聚集两种气藏成藏模式,它们均由古近系文昌组—恩平组的河湖相沉积提供烃源。