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

Cai Liu  Hong-Yan Sun  Zhi-Guo Meng  Yong-Chun Zheng  Yu Lu  Zhan-Chuan Cai  Jin-Song Ping  Alexander Gusev  Shuo Hu 《天文和天体物理学研究(英文版)》2019,(5)

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.  相似文献   

强壮箭虫对温度、盐度的耐受性研究   总被引：7，自引：0，他引：7  

刘青  曲晗  张硕 《海洋湖沼通报》2007,(1):111-116

研究强壮箭虫对突变温度、突变盐度和渐变温度、渐变盐度的耐受性.结果表明:水温由15℃突变到1℃时,存活率为75%;水温由15℃突变为30℃时,存活率仅为5%.求得24h急性半致死温度上限为27.2℃.水温从20℃逐渐上升至25、30、35℃,存活率分别为85 %、10 %、0 %;水温从20℃逐渐下降至15、10、5℃,其存活率分别为 100 %、95 %和80 %.盐度从31突变为20、40,箭虫的存活率均为100%,随着盐度突变幅度的增大,强壮箭虫的存活率呈降低趋势.求得24h急性半致死盐度上限为45,24h急性半致死盐度下限为13.3.盐度逐渐从31上升到46、 52,其存活率由90%下降到0%;盐度逐渐从31降到13、6,其存活率由95%下降到0%.求得间隔12h半致死渐变盐度上限为48.7,半致死渐变盐度下限为9.3.根据实验结果,强壮箭虫应属喜冷广温种和近岸广盐种.  相似文献   

水下滑翔机器人运动分析与载体设计   总被引：4，自引：0，他引：4  

张奇峰  俞建成  唐元贵  李硕  张艾群 《海洋工程》2006,24(1):74-78,85

水下滑翔机器人是一种新型水下机器人,具有噪声低、航行距离远、续航时间长、成本低等特点。分析了水下滑翔机器人的驱动机理和运动实现,给出了水下滑翔机器人典型运动的仿真结果,并以正在设计的一水下滑翔机试验样机为研究对象,描述了样机的整体结构布局,详细研究了浮力调节机构、俯仰调节机构和横滚调节机构的实现方法,并就样机中各执行机构的设计实现进行了论述。  相似文献   

基于非线性测度函数的改进属性识别模型在水质综合评价中的应用   总被引：2，自引：0，他引：2       下载免费PDF全文

张礼兵  金菊良  程吉林  王硕 《水科学进展》2008,19(3):422-427

线性测度函数的传统属性识别模型,对水质评价标准随机抽样的评价结果存在较大误差。为增加其对实测样本评价的可信度,提出了基于非线性属性测度函数的改进属性识别模型。均匀随机和正交设计两种抽样的评价试验显示,改进属性识别模型评价结果准确度明显好于传统模型,说明指标的属性测度函数对属性识别模型的综合评价结果有重要影响。太原市地下水水质的综合评价实例说明,由于非线性测度函数比线性测度函数能更好地描述评价指标的实际隶属度,故改进的属性识别模型具有更高的评价可信度,在水质综合评价中具有更广泛的适用性。  相似文献   

Helium-argon isotopic tracing for the Pb-Zn-Ag polymetallic ore deposits in the central-south segment of the Da Hinggan Ling Range     

Baode Wang  Shuyin Niu  Aiqun Sun  Huabin Hu  Yaming Liu  Lijun Guo  Shuo Wang 《中国地球化学学报》2008,27(3):235-241

In recent years big strides have been made in the exploration of ores in the central-south segment of the Da Hinggan Ling Range, though some debates still exist on the metallogenesis and sources of ore-forming materials. Pyrite and other sulfides in direct relation to the Pb-Zn-Ag ore deposits were chosen for the He and Ar isotopic analysis of ore-forming fluids, and the first He and Ar isotope data have been obtained from the study region. ^3He/^4He ratios in 14 samples collected from 7 mining districts are 2.17×10^-6-12.52×10^-6, averaging 6.86×10^-6 and their R/Ra ratios are 1.56-9.01 Ra, averaging 4.37 Ra. By projecting the data points onto the ^3He-^4He concentrations diagram, all the points fall near the mantle helium area. The calculated mantle-source helium ratios are within the range of 19.58%-76.96%, with an average of 49.52%. Argon isotopic characteristics are close to those of mantle source, indicating that the ore-forming material was transport upwards via the multi-stage evolution of mantle plume and concentrated as ores in the favorable loci of mantle branch structures.  相似文献   

地下水土石油类污染修复技术途径   总被引：1，自引：1，他引：0  

齐硕  张蕾  张耀为 《世界地质》2008,27(3)

石油工业在开采、加工、运输、储备过程中石油及其初加工产品泄漏,进入环境造成污染。本文根据国内外现有异位修复技术和原位修复技术研究成果,提出“加强场地调查,有效控制污染源,阻断污染途径,同时开展受污染地下水土修复,优化组合多种修复技术方法”路线,表明可修复地下水土石油类有机污染。  相似文献   

小波变换在遥感图像上矿区空间定位方面的分析与应用——以鄂东南铁矿矿区为例     

梁俊  刘朔  蒋金龙  高剑锋 《测绘与空间地理信息》2008,31(6)

随着社会的发展,人们对自然地物的影响越来越显著,大量地改变了地表的状况,在遥感图像上则表现为灰度值变化剧烈,其中的纹理信息发生改变.在频率域上说,人工改变的区域部分的高频成分比其他区域部分要丰富很多,小波变换能够有效地将其中的高频信息提取出来,用假彩色分割图将其中的异常值明显地表示出来.湖北大冶的铁山矿区分布着六大露天矿区,地表开挖范围广,影响程度大,以该地区为例,分析小波变换在遥感图像上矿区空间定位方面的应用.使用本文介绍的方法处理效果比较明显.矿区位置的确定还需要参考断层分布信息,这意味着使用小波变换进行处理的方法具有一定的局限性.  相似文献   

青藏高原北缘昆仑-羊湖地区构造演化特征     

戴传固  李硕  边申武 《贵州地质》2006,23(1):1-4

昆仑—羊湖地区位于青藏高原北缘昆仑山脉中段之南侧,区內发育古生代以来地层和几克里阔勒蛇绿岩、阿克苏库勒蛇绿岩、奥依亚依拉克花岗岩带、昆仑花岗岩带,经历了祁秦昆(原特提斯)洋的形成和发展阶段；南昆仑洋的形成和发展阶段；金沙江(古特提斯)洋的形成和发展阶段、陆內造山及隆升阶段。  相似文献   

Synthesis of accelerations of the 1976 Tangshan earthquake(M_S 7.8)in near-and far-field by using semi-empirical method     

罗奇峰  胡聿贤 《地震学报(英文版)》1997,(3)

Ｓｙｎｔｈｅｓｉｓｏｆａｃｃｅｌｅｒａｔｉｏｎｓｏｆｔｈｅ１９７６Ｔａｎｇｓｈａｎｅａｒｔｈｑｕａｋｅ（ＭＳ７．８）ｉｎｎｅａｒａｎｄｆａｒｆｉｅｌｄｂｙｕｓｉｎｇｓｅｍｉｅｍｐｉｒｉｃａｌｍｅｔｈｏｄＱＩＦＥＮＧＬＵＯ１）（罗奇峰）ＹＵ?..  相似文献   

海洋自主航行器多海湾区域完全遍历路径规划     

苗润龙  庞硕  姜大鹏  董早鹏 《测绘学报》2019,48(2):256-264

海洋自主航行器在对海底地形测绘和水文信息搜集过程中,简单锯齿形完全遍历路径规划算法对多海湾海底地形探测易出现重复区域和遗漏区域的问题。本文提出了遗漏海湾和重复海湾及其进入点、退出点和门户的路径规划环境表达概念,并将其应用在基于行为的锯齿形完全遍历路径规划改进算法中,有效地减少了海洋自主航行器全覆盖地形测绘的重复区域和遗漏区域。在网格化定常流场海域内,对某一阻力特性已知的自主水下机器人进行了完全遍历路径规划仿真,验证了基于重复和遗漏海湾搜索行为的完全遍历路径规划算法的遍历性和不重复性,并降低了区域全覆盖地形测绘任务的耗能。最终,通过小型无人艇湖试验证了算法在完全遍历路径规划中的节能性和实用性。  相似文献