Aerosol Type Identification Using PARASOL Multichannel Polarized Data

PARASOL （Polarization ＆ Anisotropy of Reflectances for Atmospheric Sciences coupled with Ob- servations from a Lidar） multi-channel and mul- ti-directional polarized data for different aerosol types were compared. The PARASOL polarized radiance data at 490 nm, 670 nm, and 865 nm increased with aerosol optical thickness （AOT） for fine-mode aerosols; however, the polarized radiances at 490 nm and 670 nm decreased as AOT increased for coarse dust aerosols. Thus, the vari- ation of the polarized radiance with AOT can be used to identify fine or coarse particle-dominated aerosols. Polar- ized radiances at three wavelengths for fine- and coarse-mode aerosols were analyzed and fitted by linear regression. The slope of the line for 670 nm and 490 nm wavelength pairs is less than 0.35 for dust aerosols. However, the value for fine-mode aerosols is greater than 0.60. The Support Vector Machine method （SVM） based on 12 vector features was used to discriminate clear sky, coarse dust aerosols, fine-mode aerosols, and cloud. Two cases were given and validated by AErosol RObotic NETwork （AERONET） measurements, MODIS （Mod- erate Resolution Imaging Spectroradiometer） FMF （Fine Mode Fraction at 550 nm） images, PARASOL RGB （Red Green Blue） images, and CALIOP （Cloud-Aerosol Lidar with Orthogonal Polarization） VFM （Vertical Feature Mask） data.     

基于ROMS模型数值研究南海温跃层的季节变化

On the basis of the regional ocean modeling system （ROMS）, the seasonal variations of the thermocline in the South China Sea （SCS） were numerically investigated. The simulated hydrodynamics are in accordance with previous studies： the circulation pattern in the SCS is cyclonic in winter and anticyclonic in summer, and such a change is mostly driven by the monsoon winds. The errors between the modeled temperature profiles and the observations obtained by cruises are quite small in the upper layers of the ocean, indicating that the ocean status is reasonably simulated. On the basis of the shapes of the vertical temperature profiles, five thermocline types （shallow thermocline, deep thermocline, hybrid thermocline, double thermocline, and multiple thermocline） are defined herein. In winter, when the northeasterly monsoon prevails, most shallow shelf seas in the northwest of the SCS are well mixed, and there is no obvious thermocline. The deep region generally has a deep thermocline, and the hybrid or double thermocline often occurs in the areas near the cold eddy in the south of the SCS. In summer, when the southwesterly monsoon prevails, the shelf sea area with a shallow thermocline greatly expands. The distribution of different thermocline types shows a relationship with ocean bathymetry： from shallow to deep waters, the thermocline types generally change from shallow or hybrid to deep thermocline, and the double or multiple thermocline usually occurs in the steep regions. The seasonal variations of the three major thermocline characteristics （the upper bound depth, thickness, and intensity） are also discussed. Since the SCS is also an area where tropical cyclones frequently occur, the response of thermocline to a typhoon process in a short time scale is also analyzed.     

Ecological indicators showing the succession of macrofauna communities in Sonneratia apetala artificial mangrove wetlands on Qi’ao Island at Zhuhai, South China

The Sonneratia apetala artificial mangroves in the intertidal zone of Da Wei Bay at Qi’ao Island of Zhu-hai, South China were chosen as the macrofauna succession plots while bare tidal flats of the same size were established as control plots in surrounding interference-free areas. Conventional change indicators of community structure, such as biomass and biodiversity, and indicators, such as exergy and specific exergy, which reflect the information change of overall communities, were used to analyze the succession of macro-fauna communities inS. apetala artificial mangroves. The similarities and differences in variation tendency of the different ecological indicators and their reflected ecological principles were compared. The results showed that from D-1 to D-1275 after plantingS. apetala, the biomass of the macrofauna communities first increased, which was then followed by an increase in the network relationship between the macrofauna communities （analysis of the Pielou evenness index and Shannon-Wiener diversity index）. The system in-formation （specific exergy） increased the slowest. Between D-1460 and D-2370 after plantingS. apetala, there was a decrease in biomass, network structure, and system information in the succession plots. After the decrease in the system information （the specific exergy）, there was a decline in the network relationships （Pielou evenness index and Shannon-Wiener diversity index）. Biomass was the last indicator to decrease. The similarities and differences among the different ecological indicators varied during the succession pro-cess, which reflected the relativity and differences among the indicators. This study suggested that, although the species diversity index can be an effective indicator of two types of changes （network structure and system information）, it was quite clear that species diversity measurement was not suitable for expressing the changes in biomass during the succession process. While exergy and specific exergy can provide useful information     

基于Moodle的变形监测技术网络课程开发及应用

为提高网络在线教学效果,适应疫情期间线上教学需求,本文基于Moodle开源在线教育平台构建了广泛适应的变形监测网络在线课程资源库。简述了Moodle在线课程建设的过程、方法及应注意的问题,重点讨论了试题库、案例库及线上线下交流模块的开发步骤。根据双一流建设与工程认证的OBE教学理念,对变形监测技术网络课程教学建设应遵循的基本原则、问题及毕业要求达成值评价方法进行了探讨。研究表明,网络在线课程的应用,促进了教学资源的共享和师生交流,降低了教师上课的劳动强度,提高了学生学习的积极性。通过合理制定课程目标,有效评价毕业要求的达成情况和持续改进教学手段,对提高变形监测技术课程教学效果有积极意义。     

基于GPU和UNITY的嵌入式图像实时传输方法

智能化无人矿山对作业现场环境的可视化要求较高,现有的可视化方法仍存在诸多问题:数据采集方式单一,存在监控盲区;数据传输线缆布设困难且易被损坏,传输延时较高;表现形式不够全面立体,并且不能用于VR/AR、SLAM、机器人定位避障等应用场景。为了满足智能矿山建设的可视化需求,本文结合当前传感技术、矿用机器人以及5G技术的发展,探讨了从数据采集、服务器部署到接收显示的详细步骤。针对全景及深度影像这类新型三维数据,提出一种基于GPU和UNITY的嵌入式视频实时传输方法,包括实时编码、异步传输、轻量级的嵌入式流媒体系统、利用UNITY实时处理以及元数据的同步传输。借助UNITY平台,将三维可视化任务从CPU转移至GPU,仿真实验表明,最高渲染帧率为60 fps时,GPU占用率在35%以下。最后,以全景和深度传感器为例进行了测试,对数据编码、位移贴图、纹理纠正进行有效性验证,并从延迟、帧率、CPU占用率3个方面评估性能。结果表明,所提关键技术均可有效提高运行效率、减少资源占用,相比FFplay延时更低。全景影像的可视化代替了视角固定的传统监控,深度数据为智能矿山巡检机器人定位及避障提供实时数据源,传输方法整体向下兼容。不仅解决传统方法视角单一、布线困难的问题,而且考虑到了智能矿山建设过程中的新需求。     

数字航空摄影三维重建理论与技术发展综述

航空摄影测量作为摄影测量学最重要的分支之一,近年来得到了长足的发展。倾斜航空摄影和无人机摄影测量等多种新作业模式的出现,给传统航空摄影测量带来新的挑战的同时也催生出了诸多新的解决方案。此外,人工智能领域计算机视觉技术和深度学习技术中的新理论、新方法不断融入航空摄影测量中,推动航空摄影测量向智能化、自动化方向发展。当代航空摄影测量学已经是多种传感器融合、多种数据采集方式结合、传统摄影测量和人工智能技术交叉的产物。三维重建是航空摄影测量的核心问题之一。本文阐述了当代航空摄影三维重建技术的发展趋势和存在的问题,着重从航空影像的同名连接点自动提取与匹配、区域网平差、密集匹配和单体化建模4个方面对当前的研究现状进行了总结讨论,给出了当前国内外主流的航空影像摄影测量处理框架。     

隧道区滑坡防治方案研究

分析滑坡区隧道的主要病害特征和滑坡与隧道病害的相互关系。对隧道区的滑坡防治进行系统的分析与研究,针对性地提出了安全、经济的防治方案,为今后隧道区的滑坡防治方案提供参考。     

吉尔吉斯马克马尔金矿床地质特征及其意义

马克马尔大型金矿床位于吉尔吉斯中天山造山带,属中-酸性侵入体接触交代型金矿床。新疆是中-酸性侵入岩分布广泛地区,目前已发现多处金矿床或矿点分布于中-酸性侵入体内或外接触带。新疆具备这类金矿床的成矿条件和找矿远景,并已找到多纳拉萨依等多个该类型金矿,但目前该类型金矿产地不多,规模不大,笔者通过对马克马尔接触交代型金矿床地质特征的总结,以期对新疆地区该类型金矿床的查找有所帮助。     

大宗急缺矿产和战略性新兴产业矿产调查工程进展与主要成果

钾盐是关乎国计民生的大宗急缺矿产; 稀有金属、稀土金属、稀散金属、萤石、晶质石墨、金刚石等矿产是国内外公认的战略性新兴矿产。根据国家建设的需求,2015年中国地质调查局设立了“大宗急缺矿产和战略性新兴产业矿产调查工程”。该工程以查明重要矿种的资源潜力,取得找矿突破为目标,以矿调为手段,以“五位一体”为部署原则,进行了全国重点地区大型资源基地和重要矿集区相关矿种的成矿规律和找矿方法创新研究,同时开展了矿产资源的综合利用研究。经过3年的努力已取得了一批找矿成果,丰富了成矿理论,创新了找矿方法,支撑了赣南、闽西等革命老区脱贫攻坚,带动了川西等地区的经济发展,对保障国家农业安全和战略性新兴产业顺利发展发挥了积极作用。概要介绍了在钾盐找矿、华南“三稀”金属矿产调查、川西大型锂矿资源基地建设、新疆奇台超大型晶质石墨矿找矿等方面取得的新进展; 介绍了在华南、华北、中西部等主要成矿带“三稀”矿产、晶质石墨、萤石等关键矿种成矿规律研究、成矿模式构建、资源潜力评价、重点靶区优选、技术方法组合等方面取得的成果; 介绍了在公益性基础性调查研究中所起到的示范引领作用。钾盐“二层楼”成矿模式和锂矿“五层楼+地下室层脉组合”成矿理论和找矿模型得以完善,新发现靶区40处,矿产地14处,大型资源基地2处,新增KCl资源量3.5亿t,伟晶岩型锂资源量31.75万t,铍资源量1.6万t,石墨资源量7 378万t,脉石英56万t,萤石1 159万t,金刚石资源量2.29万克拉,新增重稀土资源量12万t,含磷锂铝石岩体型锂资源量38万t。该工程取得的进展与成果对保障国家资源安全和战略性新兴产业的顺利发展具有重要的现实意义。     

新疆博格达东缘色皮口地区晚石炭世裂谷火山岩地球化学、锆石U-Pb年代学及Hf同位素研究

新疆色皮口地区位于博格达造山带东段北部,区域内的上石炭统柳树沟组火山岩为玄武岩-玄武安山岩、角斑岩-石英角斑岩和流纹岩,组成双峰式火山岩建造。岩石SiO 2含量为48.07%~77.62%,赖特碱度率(AR)为1.35~4.7,Na2O+K2O含量为3.74%~9.02%,K2O/Na2O值为0.04~1.04,为低钾高钠钙碱性-碱性岩石。玄武岩、玄武安山岩TiO 2=0.86%~1.7%,较高的Al、低Mg,以及低K2O/TiO 2和K2O/P2O5比值(分别为0.13~1.81、0.36~6.00),反映了在岩浆演化过程中发生了不明显的分离结晶作用。玄武岩、玄武安山岩、角斑岩不相容元素K、Rb、Th、Ba强富集,高场强元素Nb、Ta、Zr、Hf无富集,Ti亏损不明显,玄武岩(Th/Nb)N值为1.36~6.55,Nb/La值为0.29~0.44,具有较低的Nb/Zr比值(0.03~0.05)。由玄武岩到石英角斑岩,稀土元素组成略右倾平行曲线簇,倾斜度(轻重稀土分异度)略增大,铕负异常趋于明显(δEu=0.81~1.17)。流纹岩不相容元素K、Rb、Th、Ba富集,高场强元素Nb、Ta、Zr、Hf富集,流纹岩稀土总量增高,轻重稀土分异增大,明显铕负异常(δEu=0.27~0.50),显示后期较强的岩浆分异作用。石英角斑岩的锆石LA-ICP-MS U-Pb定年结果为314.9±1.2Ma(n=16,MSWD=0.4,Th/U比值在0.56~1.21之间),这表明石英角斑岩形成时代为晚石炭世。石英角斑岩中锆石的176Hf/177Hf比值均分布在0.282897~0.283097之间,并具有较高的正εHf值(11~18),平均值为14,Hf的模式年龄tDM2介于180~628Ma。所有锆石的176Hf/177Hf比值和εHf值位于亏损地幔演化线与下地壳之间,并靠近亏损地幔演化线。上述特点反映晚石炭世火山岩形成于板内裂谷环境,下部玄武岩与角斑岩-石英角斑岩具有同源特征,暗示岩浆源区来源于亏损地幔,并受地壳混染。