Retrieving volume FeO and TiO_2 abundances of lunar regolith with CE-2 CELMS data using BPNN method

The volume FeO and TiO_2 abundances(FTAs) of lunar regolith can be more important for understanding the geological evolution of the Moon compared to the optical and gamma-ray results. In this paper, the volume FTAs are retrieved with microwave sounder(CELMS) data from the Chang'E-2 satellite using the back propagation neural network(BPNN) method. Firstly, a three-layered BPNN network with five-dimensional input is constructed by taking nonlinearity into account. Then, the brightness temperature(TB) and surface slope are set as the inputs and the volume FTAs are set as the outputs of the BPNN network.Thereafter, the BPNN network is trained with the corresponding parameters collected from Apollo, Luna,and Surveyor missions. Finally, the volume FTAs are retrieved with the trained BPNN network using the four-channel TBderived from the CELMS data and the surface slope estimated from Lunar Orbiter Laser Altimeter(LOLA) data. The rationality of the retrieved FTAs is verified by comparing with the Clementine UV-VIS results and Lunar Prospector(LP) GRS results. The retrieved volume FTAs enable us to re-evaluate the geological features of the lunar surface. Several important results are as follows. Firstly, very-low-Ti(<1.5 wt.%) basalts are the most spatially abundant, and the surfaces with TiO_2> 5 wt.% constitute less than 10% of the maria. Also, two linear relationships occur between the FeO abundance(FA) and the TiO_2 abundance before and after the threshold, 16 wt.% for FA. Secondly, a new perspective on mare volcanism is derived with the volume FTAs in several important mare basins, although this conclusion should be verified with more sources of data. Thirdly, FTAs in the lunar regolith change with depth to the uppermost surface,and the change is complex over the lunar surface. Finally, the distribution of volume FTAs hints that the highlands crust is probably homogeneous, at least in terms of the microwave thermophysical parameters.     

Test area of the SAGE survey

Sky surveys represent one of the most important efforts to improve developments in astrophysics,especially when using new photometric bands. We are performing the Stellar Abundance and Galactic Evolution(SAGE) survey with a self-designed SAGE photometric system, which is composed of eight photometric bands. The project mainly aims to study the stellar atmospheric parameters of ～0.5 billion stars in ～12 000 deg2 of the northern sky, which mainly focuses on Galactic astronomy, as well as some aspects of extragalactic astronomy. This work introduces the detailed data reduction process of the test field NGC 6791, including the data reduction of single-exposure images and stacked multi-exposure images, and properties of the final catalog.     

无人海洋测绘技术体系构建

随着无人技术的快速发展,无人测绘的时代即将到来。本文分析了无人时代技术特征与海洋测绘发展机遇;讨论了无人海洋测绘新理念,构建了无人海洋测绘技术体系,论述了无人海洋测绘技术关键技术;展望了无人海洋测绘技术发展趋势,及其在海洋经济、海洋可持续发展中的应用前景。     

赣南合龙钨矿矿床地质、成岩成矿时代与成矿模式

合龙钨矿床位于南岭东西向构造岩浆带与北-北东向于山构造带交汇部位,是南岭东段于都-赣县矿集区的重要组成.合龙钨矿床是赣南地区近年在石英脉型钨矿勘查取得最重要突破的矿区,新发现钨多金属矿体达48条,新探明黑钨矿资源量3.5万余吨,WO3平均品位2.189％,深部具有大型以上资源潜力.合龙钨矿床以外带石英大脉型矿体与岩体内...     

江西大湖塘矿田两期岩浆作用与钨成矿的关系:来自锆石矿物地球化学的证据

大湖塘矿田是我国新发现的世界级钨多金属矿产资源基地,位于江南造山带中段,地处九岭山脉北部的武宁、修水、靖安三县交界区域,面积约500km2,储藏着近二百万吨WO3资源(伴生Cu和Mo).该区以晋宁期花岗岩类的大面积出露为特色,而燕山期花岗岩为全隐伏,前者作为矿田最主要的细脉-浸染型白钨矿的赋存载体,后者则在成岩时代上与...     

新疆柯坪大湾沟中、上奥陶统旋回地层学研究及其地质意义

通过对新疆柯坪地区中、上奥陶统萨尔干组和坎岭组高分辨率磁化率数据进行旋回地层学研究,识别出405kyr 长偏心率,111 kyr 短偏心率,38.6kyr、34.1 kyr 和31.0kyr 斜率,以及21.8kyr、20.2 kyr、18.5 kyr 和18.2 kyr岁差旋回,其中斜率信号突出.滤波结果显示萨尔干组...     

广州城区晚全新世环境变迁与人类活动

对广州市越秀区解放中路考古遗址剖面进行了年代学、岩性、硅藻和软体动物鉴定等研究,发现广州珠江北岸古城区南部在先秦时期为河道及河口湾湿地/洼地;因河流-河涌的淡水注入使河口盐度降低,故而沉积物中未见较高盐度的微体生物,仅发现了河口型咸水-半咸水硅藻;此时堆积的贝壳大多为淡水种,半咸水种少见,表明先秦(东周)时期,广州地区...     

三疣梭子蟹肌肉乳化病的病原及其致病性研究

为进一步搞清养殖梭子蟹肌肉乳化病的病原及其致病机理,找到有效的防治方法,2002-2004年在浙江省宁波、舟山等地养殖场,从濒死的梭子蟹体内分离出1205-11和1205-21两株菌。通过菌体形态、培养特性和生理生化反应,鉴定这2株菌分别为溶藻弧菌(Vibrio alginolyticus)和葡萄牙假丝酵母(Candida lusitaniae)。人工感染试验证实,这2株菌是梭子蟹肌肉乳化病的病原菌,葡萄牙假丝酵母为继发性感染病原,蟹体外部的损伤及蟹之间相互残伤可能是传染的主要途径。     

基于Android的移动气象信息服务系统设计与实现

为了丰富移动气象信息服务手段提升服务能力,使用Java,C#,VB,Delphi编程,开发了基于智能终端的移动气象信息服务系统。系统以用户体验为切入点结合智能终端特有的设备特性和移动应用软件特性提供创新型移动气象产品。该系统是一种集气象信息处理、发布和接收为一体的服务系统,用户可以通过该系统随时获取气象信息。介绍了系统的架构设计与客户端设计。详细阐述了采用Java技术在Android平台上研发移动客户端软件过程中所涉及问题的解决方法,包括手势控制、GIS服务、软件管理、系统稳定性和兼容性等问题的解决。     

雪宝顶流域钙华景观生态风险评价的研究探讨

景观生态风险评价能够有效地对区域景观格局进行优化并为风险防范提供理论基础.文献计量学分析表明,国内岩溶景观生态风险评价研究主要从"研究对象"、"评价模型"、"评价方法"和"评价指标"4个方面分析;而钙华作为特殊的岩溶体,目前对它的生态风险评价几乎未开展.文章从岩溶景观生态风险评价入手,基于模糊数学综合评判法和层次分析法...