Correlation analysis and partial least square modeling to quantify typical minerals with Chang＇E-3 visible and near-infrared imaging spectrometer＇s ground validation data

In 2013, Chang＇E-3 program will develop lunar mineral resources in-situ detection. A Visible and Near-infrared Imaging Spectrometer （VNIS） has been selected as one payload of CE-3 lunar rover to achieve this goal. It is critical and urgent to evaluate VNIS＇ spectrum data quality and validate quantification methods for mineral composition before its launch. Ground validation experiment of VNIS was carried out to complete the two goals, by simulating CE-3 lunar rover＇s detection environment on lunar surface in the laboratory. Based on the hyperspectral reflectance data derived, Correlation Analysis and Partial Least Square （CA-PLS） algorithm is applied to predict abundance of four lunar typical minerals （pyroxene, plagioclase, ilmenite and olivine） in their mixture. We firstly selected a set of VNIS＇ spectral parameters which highly correlated with minerals＇ abundance by correlation analysis （CA）, and then stepwise regression method was used to find out spectral parameters which make the largest contri- butions to the mineral contents. At last, functions were derived to link minerals＇ abundance and spectral parameters by partial least square （PLS） algorithm. Not considering the effect of maturity, agglutinate and Fe~, we found that there are wonderful correlations between these four minerals and VNIS＇ spectral parameters, e.g. the abundance of pyroxene correlates positively with the mixture＇s absorption depth, the value of absorption depth added as the in- creasing of pyroxene＇s abundance. But the abundance of plagioclase correlates negatively with the spectral parame- ters of band ratio, the value of band ratio would decrease when the abundance of plagioclase increased. Similar to plagioclase, the abundance of ilmenite and olivine has a negative correlation with the mixture＇s reflectance data, if the abundance of ilmenite or olivine increase, the reflectance values of the mixture will decrease. Through model validation, better estimates of pyroxene, plagioclase and ilmenite＇s abundances are given. It is concluded that VNIS has the capability to be applied on lunar minerals＇ identification, and CA-PLS algorithm has the potential to be used on lunar surface＇s in-situ detection for minerals＇ abundance prediction.     

鞍本地区EW向深大断裂地质特征

在“鞍本地区沉积变质型铁矿控矿条件及找矿模型研究”工作中,尝试在GIS平台上对鞍本地区进行区域地质、航磁、重力、化探、地热泉等资料进行综合分析,发现该区存在一条近EW向展布的航磁和重力水平一阶导数负值异常带,该带南北两侧的地磁场、重力场和地球化学场具有明显的差异.研究成果显示,这条EW向断裂带具有控岩、控矿作用.该断裂自新太古代以来一直有活动迹象,新太古代时,可能是火山喷发的重要通道,已知大型或特大型沉积变质型（鞍山式）铁矿床均分布在断裂北侧长约90 km、宽约20 km的带状区域内;元古宙—古生代时,断裂带对沉积环境具有明显的制约,断裂带两侧的沉积环境不尽相同;中生代时,一系列中酸性侵入岩沿该断裂侵入（局部为隐伏岩体）;新生代沿该断裂出露有一系列平行带状展布的地热泉.     

陆生植物氮同位素组成与气候环境变化研究进展

近年来,由于植物氮同位素组成(δ15N)记载了气候环境变化的信息,因而被广泛应用于全球变化研究中,成为古气候环境再造和了解现代气候环境变化信息的有力工具。然而,人们对气候环境引起的δ15N变化及其指示的气候环境意义并不完全清楚,这就有可能限制植物δ15N在古气候环境变化等领域研究中的应用。在概述植物氮同位素分馏和植物不同氮源的氮同位素分布的基础上,分析了温度、降水、大气CO2浓度和海拔高度等气候环境因子对陆生植物δ15N的影响以及它们的关系。指出了目前研究中存在的问题及其研究前景,认为在全球变化研究中利用植物氮同位素技术不仅可以重建古气候环境(如重建大气CO2浓度变化),揭示历史时期温度、降水的变化,而且还可以在一定的时间和空间上综合反映生态系统氮循环的特征。     

Research Progress in Responses of Modern Terrestrial Plant Carbon Isotope Composition to Climate Change

Global climate change has been one of the most concerned environmental problems in the world since the 1980s. Since stable carbon composition (¹³C) in plant tissues can record abundant information on climate changes, it has been widely used as an important climate proxy in global change studies and becomes a powerful tool for obtaining paleoclimate information, understanding paleoenvironment reconstruction and modern climate change, and predicting future climate trends. However, a lot of potential uncertainties have always involved in the reconstruction of paleoclimate and paleoenvironment by carbon isotope of the past period sediment or fossils. Among them, the most dominant uncertainty is due to our poor understanding of the relations between carbon isotope ratios of plants and climatic factors and the climatic and environmental significance indicated by modern plant ¹³C. This may limit the application of plant ¹³C in the study of climatic and environmental changes. Based on the Summary of plant ¹³C fractionation and carbon isotope distribution of different photosynthetic plants, the effects of environmental factors, e.g., temperature, precipitation, atmospheric CO₂ concentration, and altitude on terrestrial plant ¹³C and their relationships were reviewed in this paper, and the response mechanism of plant ¹³C to climate changes were also analyzed. Furthermore, the current existing problems and the future prospects in carbon isotope study were discussed. It is pointed out that strengthening some studies such as the response of C₄ plants ¹³C to climate environmental parameters, the transformation relation of different scale plant ¹³C, intersection and permeation of related disciplines, and various proxies and scientific method, will undoubtedly make us have a more accurate understanding of the climate history and eventually broaden the development of the field during the process of global change study by plant carbon isotope techniques.     

河北省主要气象灾害时空变化的统计分析

根据1984~2011年河北省气象灾害统计数据和河北省气候影响评价资料,分析了河北省气象灾害灾次和灾情的时空分布特征。研究表明:河北省主要的气象灾害有暴雨洪涝、旱灾、雹灾、风灾和雷灾等5类,5类气象灾害存在明显的时空分布特征。河北省暴雨洪涝主要集中在河北省西北部,灾次比最大值0.038;冰雹灾情主要集中在张家口、承德以及位于太行山东麓的保定西部地区,灾次比最大值为0.027;干旱灾情主要集中在邯郸以及沧州南部,灾次比最大值为0.036;大风灾情主要集中在河北中部,高值中心在唐山北部,灾次比最大值为0.030;雷电灾情主要集中在秦皇岛、张家口以及石家庄,灾次比最大值为0.034。河北省暴雨日数分布与暴雨洪涝灾情分布的不一致表明气象灾害灾情除与致灾因子有关外,还与承灾体脆弱性密切相关。     

国产单极化SAR数据在锰渣尾矿库自动化识别中的应用

为了挖掘国产单极化SAR数据在自动化识别尾矿库中的作用,辅助光学数据以提高锰渣尾矿库的识别精度,针对锰渣尾矿库及其在光学遥感图像中容易混淆的目标,从定性的角度分析了二者的散射特性以及在SAR图像中的差异特点;并开展锰渣尾矿库自动化识别研究;利用面向对象的方法对光学遥感图像进行分割;选取典型锰渣尾矿库及其易混淆目标,进行纹理特性计算。实验结果表明:可以通过纹理特征有效地建立锰渣尾矿库在雷达图像中的识别规则,为实现光学遥感数据和雷达数据相结合的计算机自动识别锰渣尾矿库提供基础。     

岷江上游流域环境脆弱性评价

以岷江上游流域TM遥感数据和地形数据为主要数据源,结合其他统计相关资料,尝试运用层次分析法(analytic hierarchy process,AHP)对复杂因素构成的脆弱性特征进行层次分解和重新构造,建立多目标要素的综合评价指标体系和模型。选取植被指数变化率、人口密度、地形起伏度、坡度及土壤类型5个要素作为评价指标因子,通过AHP确定各评价指标的权重,在Arc GIS平台下将各指标图层进行叠加分析,得出岷江上游区域环境脆弱性评价图,再根据环境脆弱性指数阈值分级,将研究区环境脆弱度分为5级。结果表明:岷江上游环境脆弱性表现较为强烈,自然因素和人文因素是造成该环境脆弱性的本质原因,该方法为岷江上游流域环境脆弱性模式和生态环境综合评价提供了一种定量分析的思路。     

CORS环境下GPS RTK测量时的坐标系统及相互转换

GPS定位技术已经被广泛地运用并发展成为一个真正的三维测量工具。GPS CORS系统是GPS的连续运行参考站,是在一个城市、一个地区、或一个国家范围内,根据要求按一定距离间隔,建立常年连续运行的若干个固定GNSS参考站,组成的网络系统。本文通过对GPSRTK测量中遇到的不同坐标系统的分析,阐明了不同坐标系统之间数据转换的本质。结合在生产中使用的GPSRTK设备,说明了WGS-84坐标系向地方坐标系转换的一般过程和注意事项;对GPSRTK测量中遇到的不同坐标系统,进行理论上和实践上的研究,达到了预期效果,掌握了中海达V8GNSS RTK接收机在GPSRTK测量中的使用问题。     

基于比例整体最小二乘的GPS高程拟合

针对GPS高程拟合过程中GPS基线观测量和水准高程观测量含有误差且残差中误差不相同的情况,在整体最小二乘(TLS)基础上引入比例因子λ来确定残差中误差的大小,即比例整体最小二乘(STLS)。实例计算表明,STLS比TLS和LS能够得到更好的估计参数,高程异常值拟合精度也相应提高。     

经典测量平差模型等价性分析

对经典平差模型进行了较深入的分析和比较,在数学推导的基础上,附有参数的条件平差都可以转换成其他模型。在某种意义上说,附有参数的条件平差也可作为概括模型。