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1.
《International Journal of Digital Earth》2013,6(4):334-344
This paper presents a supervised polarimetric synthetic aperture radar (PolSAR) change detection method applied to specific land cover types. For each pixel of a PolSAR image, its target scattering vector can be modeled as having a complex multivariate normal distribution. Based on this assumption, the joint distribution of two corresponding vectors in a pair of PolSAR images is derived. Then, a generalized likelihood ratio test statistic for the equality of two likelihood functions of such joint distribution is considered and a maximum likelihood distance measure for specific land cover types is presented. Subsequently, the Kittler and Illingworth minimum error threshold segmentation method is applied to extract the specific changed areas. Experiments on two repeat-pass Radarsat-2 fully polarimetric images of Suzhou, China, demonstrate that the proposed change detection method gives a good performance in determining the specific changed areas in PolSAR images, especially the areas that have changed to water. 相似文献
2.
高分三号影像水体信息提取 总被引：4，自引：0，他引：4
国内外针对陆地水体信息提取、洪涝灾害快速响应方面具有较深入的研究，但是多采用发展较早、图像质量可靠的可见光影像及国外星载SAR影像。中国合成孔径雷达（SAR）卫星高分三号（GF-3）已获取了大量多极化、全极化SAR数据，为了将GF-3影像快速应用到环境保护、水资源管理等行业中，本研究分析了水体与其他目标具有的不同后向散射特性，将阈值分割法与马尔可夫随机场（MRF）相结合，发展了一种检测精度较高、自动化程度强的水体信息提取方法。该方法首先通过直方图统计的方法对不同成像模式、不同极化的GF-3影像进行后向散射强度分析，在阈值分割的研究基础上，比较了最大类间方差法（Otsu）和Kittler and Illingworth（KI）二值化法在水体-非水体分类中的效果。然后结合DEM和GF-3轨道参数排除因阴影现象产生的辐射失真对图像概率分布的影响，得到初始的水体信息分布图，再经过Fisher变换和马尔可夫随机场（MRF）的迭代运算，综合利用GF-3影像的多极化信息和空间上下文信息，以最大后验概率准则输出最终的水体分布图。利用了湖南省东北部不同成像模式的两景GF-3影像进行试验，在成像时间接近的光学影像中随机选择检验样点进行精度评价。实验结果表明，KI方法在GF-3水体提取应用中比Otsu方法具有更强的优势，剔除图像阴影区域后，自动化确定的阈值与目视解译阈值更加接近，通过MRF模型优化以后，实现了对水体信息的连贯提取，对图像噪声具有较强的抑制作用。本研究对水体目标的提取精度均达到了85%以上，实验结果精度优于基于光学影像的水体指数法，整个流程需要很少的人工经验参与，具有自动化程度强、检测精度高的优势。 相似文献
3.
对渤海湾西岸QG01钻孔12.7~17.4 m段沉积物进行了粒度测试、X射线衍射(XRD)和光释光(OSL)测年,分析了该段岩心的黏土矿物特征及其对古气候的响应。该段沉积物由砂质粉砂、粉砂质砂和黏土质粉砂组成,平均粒径介于4.11~7.79 Φ之间;黏土矿物以伊利石为主,其次为绿泥石和高岭石,蒙脱石含量最少。将伊利石结晶度(KI)和黏土矿物组合比值((伊利石+绿泥石)/(高岭石+蒙脱石))作为古气候替代指标,发现当KI与黏土矿物组合比值反映的气候变化趋势一致时,可反映气候变化特征;当KI与黏土矿物组合比值反映的气候变化趋势不一致时,沉积物来源发生改变,不能反映气候特征。 相似文献
4.
在三苯磷－甲基异丁基酮萃取火焰原子吸收法测定化探样品的痕量银方法的基础上,用碘化钾代替三苯磷作为配合剂测定微量银,结果表明在１５％的盐酸介质中,碘化钾溶液作配合剂,用ＭＩＢＫ溶液萃取效果甚佳,而且克服了三苯磷的有毒、成本高、不易保存、需现用现配等缺点。本法的检出限为０．０１０×１０＾－６,最佳测定范围０．０１５×１０＾－６￣５．０００×１０＾－６。 相似文献
5.
A. Eckart T. Bertram N. Mouawad T. Viehmann C. Straubmeier J. Zuther 《Astrophysics and Space Science》2003,286(1-2):269-276
VLTI interferometry will allow imaging of galactic and extragalactic sources with milliarcsecond angular resolution. For moderately
bright sources the spectral resolution will be of the order of 10000. These capabilities will allow detailed studies of solar
system objects, stars, proto-planetary systems and the detection of hot extra-solar planets. The observations of galactic
nuclei will allow unprecedented measurements of physical parameters in these systems. VLTI will be a prime instrument to study
the immediate environment of the massive black hole at the center of the Milky Way. With the exception of a few `self-referencing'
sources the observations of extragalactic nuclei will benefit from an extended capability for simultaneous measurements of
nearby reference sources for fringe tracking. With beam combination instruments like AMBER, MIDI, PRIMA, and GENIE the VLTI
will reach full maturity at a time when other interferometric instruments at different wavelengths will be fully operational.
Most important are ALMA (in the mm- and sub-mm-domain), LOFAR and SKA (in the radio meter to centimeter domain) and of course
VLB-networks in the radio, and other – at that time –well developed interferometers in the optical. A major scientific potential
of future scientific VLTI programs will lie in an efficient combination of these high angular resolution capabilities.
This revised version was published online in July 2006 with corrections to the Cover Date. 相似文献
6.
基于广义高斯模型的SAR幅度图像震害检测 总被引：1，自引：0，他引：1
本文以2008年5月12日汶川地震前后的星载ALOS 合成孔径雷达图像作为数据源, 利用广义高斯分布模型作为差异图像中变化类和未变化类的分布模型, 在假设变化和未变化像元服从广义高斯分布的条件下, 估计变化和未变化像元的概率密度参数, 采用KI算法计算最佳分割阈值并提取变化区域。 以都江堰地区为例, 自动检测这次地震导致的地表变化, 快速圈定一些变化差异较大的区域。 研究表明, 该变化检测算法能较准确地描述差异影像的分布, 能够在地震灾害提取中发挥作用。 相似文献
7.
8.
基于阈值分割与决策树的SAR影像水体信息提取 总被引：1，自引：0，他引：1
目前我国的GF-3 SAR数据可实现全天时全天候的对地观测,已服务于海洋、减灾、水利、气象等多个领域。改进了基于阈值分割法与决策树的GF-3 SAR影像水体信息提取方法,首先对GF-3 SAR影像进行基本处理;再采用KI二值化阈值分割法进行图像分割;然后通过构建知识决策树模型来提取水体信息,为了提高精度,采用GDEM数据进行地表建模,提取山体阴影;最后利用空间分析功能将地形建模阴影图与提取的水体范围进行匹配,去除山体阴影,进而获得水体信息的精确范围。通过混淆矩阵计算得到水体信息提取的总体精度为89.22%,Kappa系数为0.71,精度优于基于光学GF-2号影像的水体指数法提取结果。整个流程人工干预少,具有自动化更强、效率更高的优势。 相似文献
9.
Covadonga Brime Maria Cristina Perri Monica Pondrelli Claudia Spalletta Corrado Venturini 《International Journal of Earth Sciences》2008,97(6):1213-1229
Thermal evolution of the Palaeozoic–Triassic sequences of the Carnic Alps has been characterized by b cell dimension and Kübler Index (illite “crystallinity”) of K-white micas (KI), árkai Index (AI) of chlorites, clay mineral
assemblages and conodont Colour Alteration Index (CAI). Data indicate at least two metamorphic events, Variscan and Alpine.
In the older event high anchizonal conditions predominated although epizonal conditions were reached over wide areas. It was
characterized by low-intermediate pressure facies. The thermal peak was mainly due to an extensional regime during the Bashkirian.
A younger thermal overprint generated by Alpine orogeny was of lower grade, reaching high diagenetic–anchizonal conditions
characterized by high-pressure facies. Inverted metamorphic patterns are associated with middle to late Miocene thrusting.
Hydrothermal alteration in the northern part of the region can be linked with emplacement of Oligocene plutons and high heat
flow along the Periadratic lineament.
Electronic supplementary material The online version of this article (doi:) contains supplementary material, which is available to authorized users. 相似文献
10.
利用2003-2012年的地面填图和探空资料,统计常用对流参数满足指定阈值条件时广西6个探空站出现雷暴天气的概率（简称＂雷暴概率＂）。统计结果表明：整层比湿积分（IQ）、K指数（KI）和抬升指数（LI）与雷暴概率有显著的线性关系,当IQ、KI增大,或LI减小时,雷暴概率增大。对流有效位能（CAPE）在0-200J·kg-1之间增长时雷暴概率迅速增大,但超过200J·kg-1后雷暴概率增大不明显。根据统计结果,选取IQ、KI和LI作为预报因子,CAPE作为消空因子,定义了一个适用于广西雷暴天气的经验预报指标。用2013年资料做试报检验,结果表明该指标对6小时内的雷暴天气有较好的预报能力。 相似文献