Three-dimensional Fusion of Spaceborne and Ground Radar Reflectivity Data Using a Neural Network–Based Approach

The spaceborne precipitation radar onboard the Tropical Rainfall Measuring Mission satellite(TRMM PR) can provide good measurement of the vertical structure of reflectivity, while ground radar(GR) has a relatively high horizontal resolution and greater sensitivity. Fusion of TRMM PR and GR reflectivity data may maximize the advantages from both instruments.In this paper, TRMM PR and GR reflectivity data are fused using a neural network(NN)–based approach. The main steps included are: quality control of TRMM PR and GR reflectivity data; spatiotemporal matchup; GR calibration bias correction;conversion of TRMM PR data from Ku to S band; fusion of TRMM PR and GR reflectivity data with an NN method;interpolation of reflectivity data that are below PR's sensitivity; blind areas compensation with a distance weighting–based merging approach; combination of three types of data: data with the NN method, data below PR's sensitivity and data within compensated blind areas. During the NN fusion step, the TRMM PR data are taken as targets of the training NNs, and gridded GR data after horizontal downsampling at different heights are used as the input. The trained NNs are then used to obtain 3D high-resolution reflectivity from the original GR gridded data. After 3 D fusion of the TRMM PR and GR reflectivity data, a more complete and finer-scale 3D radar reflectivity dataset incorporating characteristics from both the TRMM PR and GR observations can be obtained. The fused reflectivity data are evaluated based on a convective precipitation event through comparison with the high resolution TRMM PR and GR data with an interpolation algorithm.     

塔里木板块上元古界阿勒通沟组和黄羊沟组: 新识别的冰期和间冰期？

通过库鲁克塔格地区孜厄肯—厄格孜达坂一带实测地层剖面研究重新建立了阿勒通沟组和黄羊沟组的地层层序。阿勒通沟组含三层冰成杂砾岩,为冰川沉积与滨-浅海沉积交替发育,代表海相环境下的冰川沉积。黄羊沟组底部白云岩具负的δ¹³C同位素值,下部以火山岩、上部以细碎屑岩和碳酸盐岩为主,沉积环境具有向上变深的特征,代表了阿勒通沟冰期结束后温暖环境下的海平面上升。结合冰成杂砾岩的特征、“盖帽碳酸盐岩”的分布、碳同位素和化学蚀变指数方面的证据,可将两者分别确定为独立的冰期和间冰期,并分别沿用阿勒通沟冰期和黄羊沟间冰期的称呼。阿勒通沟冰期的划分使得库鲁克塔格地区晚元古代冰期达到四次。根据库鲁克塔格地区已有的同位素年龄,阿勒通沟冰期可能与Sturtian冰期对比,贝义西冰期可能与Kaigas冰期而不是与Sturtian冰期对比。     

城市贫困群体主观生活质量研究——以西安市典型社区为例

基于调查问卷和半结构式访谈的数据,以西安市典型社区贫困群体的主观生活质量为研究对象,分别采用语义差别法研究生活环境感知、熵权TOPSIS 法测算主观满意度、关联网络法分析生活感受特征。结果表明：① 贫困群体对生活环境感知存在局限性,感知能力较差,大多数人群感知结果偏向于正,形成主观感知与客观事实存在偏差的特征。② 贫困群体对生活质量感知较为敏感。就生活质量主观满意度而言,贫困群体主观满意度不高,离各指标的最优状态还相差甚远。4个典型地区贫困人群的主观满意度同处于中等偏低水平。就生活质量感受特征而言,贫困群体对其生活状况的感受整体上是消极的和负面的,生活的不满主要与工作状况、薪资水平密切相关,生活的满意感主要与邻里关系及交通条件等有关。③ 不同类型社区贫困群体感知差异显著,形成原因与典型社区的规划建设背景、所处地理位置、现有功能定位等因素有关。     

东亚夏季风活动与不同类型云的相关性研究

利用1998~2007年候平均卫星-台站融合降水资料以及ISCCP (International Satellite Cloud Climatology Project) D1云资料,分别定义了标准降水指数和两类云指数。降水指数大值区的移动能很好的表征东亚夏季风活动,两类云指数能分别反映某个区域深对流云(DC)、高积云(Ac)和积云(Cu)云量的集中变化特征。根据不同地区降水集中时段以及降水量等气候特征,结合中国气候区划(温度带及干湿区)及不同地域的地形特征,把中国大陆受东亚夏季风影响的地区划分为五个子区域。利用ISCCP D1云气候资料和降水资料,在候时间尺度上通过分析降水与不同云类、标准降水指数与两类云指数的相关性研究了东亚夏季风活动与不同类型云的对应关系。研究表明:ISCCP定义的深对流云(DC)、卷层云(Cs)与降水量在五个区显著正相关,表明东亚夏季风活动伴随有大量的对流云及云砧出现;高积云(Ac)、积云(Cu)的总云量与降水量在五个区显著负相关,表明夏季风活动增强时,Ac和Cu云量减少;层云(St)和层积云(Sc)与降水量在南方和北方分别呈显著的负相关和正相关,说明季风活动在南方伴随着对流云的显著增加,在北方则使层状云和对流云均有所增加;高层云(As)、卷云(Ci)和雨层云(Ns)与季风活动没有显著的相关性。     

湛江湾柱状沉积物n-alkanes和PAHs组合分子特征及其环境指示作用

本文对湛江湾湾内、湾口和湾外柱状沉积物n-alkanes和PAHs的空间分布、成分谱特征和排放源进行调查分析。结果表明:(1)n-alkanes和PAHs的空间分布一致,浓度水平由高到低依次为:湾内、湾口、湾外,垂直变化不明显;(2)n-alkanes和PAHs的成分谱和L/H、CPI、Ant/(Ant+Phe)、Flu/(Flu+Pyr)、BaA/(BaA+Chry)、IP/(IP+BghiP)等特征参数比值以及主成分分析结果表明C₂₅～C₃₅高碳数n-alkanes的高等植物贡献具有绝对优势,C₁₄～C₂₄中低碳数的n-alkanes和PAHs则有共同的石油、化石燃料燃烧和生物质燃烧等人为源;(3)C₁₄～C₂₄中低碳n-alkanes与PAHs的源解析结果相同,其线性相关系数在0.67以上,表明两者具有较好的相关性,但两者之间的定量关系还需进一步的研究。本研究表明n-alkanes和PAHs对人为源的指示具有一致性,两者具有良好的相关性,能够较好地反映城市的社会经济状况,在进一步的研究中可以建立两者之间的定量关系并形成新的参数,提高人为源解析结果的准确性,深入反映人类活动对海洋环境的影响。     

Study on Global Performances and Mooring-Induced Damping of A Semi-Submersible

The harsh environmental conditions bring strong nonlinearities to the hydrodynamic performances of the offshore floating platforms, which challenge the reliable prediction of the platform coupled with the mooring system. The present study investigates a typical semi-submersible under both the operational and the survival conditions through numerical and experimental methods. The motion responses, the mooring line tensions, and the wave loads on the longitudinal mid-section are investigated by both the fully non-linearly coupled numerical simulation and the physical experiment. Particularly, in the physical model test, the wave loads distributed on the semi-submersible’s mid-section were measured by dividing the model into two parts, namely the port and the starboard parts, which were rigidly connected by three six-component force transducers. It is concluded that both the numerical and physical model can have good prediction of the semi-submersible’s global responses. In addition, an improved numerical approach is proposed for the estimation of the mooring-induced damping, and is validated by both the experimental and the published results. The characteristics of the mooring-induced damping are further summarized in various sea states, including the operational and the survival environments. In order to obtain the better prediction of the system response in deep water, the mooring-induced damping of the truncated mooring lines applied in the physical experiment are compensated by comparing with those in full length. Furthermore, the upstream taut and the downstream slack mooring lines are classified and investigated to obtain the different mooring line damping performances in the comparative study.     

海洋硫酸多糖916氧化降解条件的正交实验法优化

以分子量为考查指标,采用正交实验法研究了海洋硫酸多糖916的氧化降解最佳条件。考察了H2O2浓度、原料用量和反应时间对降解后分子量的影响。结果表明,最佳降解条件为体系中H2O2浓度为3%,原料用量为2%,反应时间为3h。该法简单易行,操作简便,所用试剂廉价易得,是一种简单有效的降解方法。     

Effects of Coal Gangue Content on Water Movement and Solute Transport in a China Loess Plateau Soil

The mining industry has grown strongly in China in recent decades, resulting in large amounts of coal gangues, which cause water and soil pollution, soil erosion, and various other environmental problems. They are often used in reclamation projects in attempts to restore land damaged by mining, hence they are frequently present (in widely varying proportions) in the topsoil in areas around mines. Their presence can strongly affect key soil variables, including its bulk density, structure, water retention, water movement, and solute transport rates. In the study presented here, the effects of gangue contents on infiltration, saturated hydraulic conductivity, and solute transport parameters of a Chinese Loess plateau soil were examined. The results show that infiltration rates and saturated hydraulic conductivity decreased with increasing gangue content. The Peck–Watson equation modeled these relationships well, but Bouwer–Rice equations provided poorer matches with the acquired data. Cumulative infiltration over time was described well by both the Philip equation and Kostiakov equation. Both the simplified convection–dispersion equation and a two‐region model described the solute transport processes well. In addition, the dispersion increased, while both the Peclet number and mobile water fraction decreased, with increases in gangue contents.     

丽江干河坝冰-岩碎屑流地貌、沉积特征与成因机制分析

2004年3月12日,云南省丽江市玉龙雪山南坡发生了较大规模的冰-岩碎屑流型高速远程滑坡。位于斜坡顶部（高程为4 337~5 350 m）的岩体和冰川块体沿着高陡岩壁向下滑动,在峡谷地形控制下于干河坝内形成体积约11.2×10⁶ m³的滑坡堆积体。本文通过遥感影像分析和现场调查,对干河坝冰-岩碎屑流的地貌与堆积特征进行了详细研究,初步阐释了干河坝冰-岩碎屑流发生的成因机制和运动过程。研究结果表明,节理裂隙发育、源区冻融作用加剧和历史地震效应是此次地震的诱发因素。地形的坡度变化特征、滑体表面“乘船石”结构及内部岩屑的定向排列表明滑坡的运动过程可分为碰撞破碎阶段和扩散堆积阶段。滑坡堆积区广泛分布的“冰川乳坑”和冰水沉积物暗示堆积体底部松散沉积物减阻或是干河坝冰-岩碎屑流具有远程效应的有利因素。深入理解干河坝冰-岩碎屑流的地貌特征及运动学过程,对揭示高速远程滑坡的超强运动机理具有重要的理论意义,同时对我国西部高寒山区大型滑坡灾害的预测预警亦具有现实意义。     

基于HEC-RAS及GIS的川西叠溪古滑坡堰塞湖溃决洪水重建

青藏高原东南缘岷江上游地区地质环境条件十分复杂,滑坡堵江灾害及堰塞湖溃决事件频发,重建其灾害演化过程对于地区性防灾减灾和风险控制具有重要指导意义。以川西岷江上游叠溪古滑坡堰塞湖为研究对象,首先利用高精度DEM和ArcGIS软件重建了叠溪古堰塞湖的原始规模,其原始最大湖水面积为1.1×10⁷ m²,相应的湖容量为2.9×10⁹ m³;然后采用经验公式法和HEC-RAS一维水力学模型重建叠溪古堰塞湖溃决洪水的水力学特征。计算结果表明,HEC-RAS模拟的最大溃决洪水洪峰流量为73 060 m³/s,与经验公式法计算结果(74 500~76 800 m³/s,平均值76 000 m³/s)非常接近,误差小于5%。对应的最大洪水深度和流速分别为70.1 m和16.78 m/s,模拟河段的洪水淹没范围约为6.08 km²。综合误差分析推测的溃决洪峰流量误差范围为69 000~81 000 m³/s。叠溪古滑坡堰塞湖溃决洪水在世界范围内是十分罕见的,其最直接的影响是在下游数公里范围的河谷内形成大量带状或台阶状的溃坝堆积体和巨砾石堆积“阶地”,且这种影响仍延续至今,这与前人关于高能洪水水文特征和沉积特征的研究认识高度一致,证明本研究成果是非常可靠的。此外,本研究还表明,HEC-RAS一维水力模型可用于高山峡谷地区古滑坡堰塞湖溃决洪水重建研究,可为青藏高原东南缘岷江上游古环境重建和地貌演化提供参考。