一种移动视频与地理场景的融合方法     

赵维淞  钱建国  汤圣君  王伟玺  李晓明  郭晗 《测绘通报》2020,(12):11-16

快速准确地了解灾害现场状况是救灾过程中的重中之重。通常发生灾害都会使用无人机进行现场勘察，但是无人机视频难以与实际的地理场景关联起来，为此本文提出了一种移动视频与地理场景的融合方法。该方法首先采用具有仿射不变性的ASIFT算法检测特征点，将匹配后的特征点采用RANSAC算法进行迭代剔除噪点，计算视频与地理场景最优的透视变换矩阵模型参数；然后将计算得到的透视变换参数应用到视频数据，恢复视频角点坐标；最后通过内插得出所有视频帧的角点坐标，实现视频与DOM的精确融合。试验结果表明，对视频数据匹配的间隔帧越短，其整体融合精度越高，通过本文方法进行视频与地理场景融合的误差标准差低于10 m。  相似文献   

基于超像元词包特征和主动学习的高分遥感影像变化检测     

杨进一  徐伟铭  王成军  翁谦 《地球信息科学学报》2019,21(10):1594-1607

为解决高分辨率遥感影像变化检测中存在底层特征缺乏语义信息、像元级的检测结果存在“椒盐”现象以及监督分类中样本标注自动化程度较低,本文提出一种基于超像元词包特征和主动学习的变化检测方法。首先采用熵率分割算法获取叠加影像的超像元对象;其次提取两期影像像元点对间的邻近相关影像特征（相关度、斜率和截距）和顾及邻域的纹理变化强度特征（均值、方差、同质性和相异性）,经线性组合作为像元点对的底层特征;然后基于像元点对底层特征利用BOW模型构建超像元词包特征,并采用一种改进标注策略的主动学习方法从无标记样本池中优选信息量较大的样本,且自动标注样本类别;最后训练分类器模型完成变化检测。通过选用2组不同地区的GF-2影像和Worldview-Ⅱ影像作为数据源进行实验,实验结果中2组数据集的F1分数分别为0.8714、0.8554,正确率分别为0.9148、0.9022,漏检率分别为0.1681、0.1868,误检率分别为0.0852、0.0978。结果表明,该法能有效识别变化区域、提高变化检测精度。此外,传统主动学习方法与改进标注策略的主动学习方法的学习曲线对比显示,改进的标注策略可在较低精度损失下,有效提高样本标注自动化程度。  相似文献   

A sequential sparse polynomial chaos expansion using Bayesian regression for geotechnical reliability estimations     

Qiujing Pan  Xingru Qu  Leilei Liu  Daniel Dias 《国际地质力学数值与分析法杂志》2020,44(6):874-889

Polynomial chaos expansions (PCEs) have been widely employed to estimate failure probabilities in geotechnical engineering. However, PCEs suffer from two deficiencies: (a) PCE coefficients are solved by the least-square minimization method which easily causes overfitting issues; (b) building a high order PCE is often computationally expensive. In order to overcome the aforementioned drawbacks, the Bayesian regression technique is employed to evaluate PCE coefficients, which not only provides a sparse solution but also avoids overfitting. With the aid of the predictive means and variances given by Bayesian analysis, a learning function is proposed to sequentially select the most informative samples that are critical to build a PCE. This sequential learning scheme can highly enhance the computational efficiency of PCEs. Besides, importance sampling (IS) is incorporated into the sequential learning (SL)-PCEs to deal with geotechnical problems with small failure probabilities. The proposed method of SL-PCE-IS is applied to three illustrative examples, which shows that the improved PCE method is more effective and efficient than the common PCEs method, leading to accurate estimations of small failure probabilities using fewer training samples.  相似文献   

Geoprobe直推式土壤钻机在涌砂层中的应用          下载免费PDF全文

彭新明  周国庆  李安  佟雪健  郭永岩  薛洪林  白江伟 《探矿工程》2020,47(5):60-64

本文介绍了Geoprobe7822DT、Geoprobe 8040DT、Geoprobe 3230DT三种型号直推式土壤钻机的结构、主要特点和应用情况，并与其他类型功能相近的取样钻机的使用效果进行了对比，分析了Geoprobe直推式土壤钻机在涌砂层钻进中存在护壁功能不足、整体稳定性较差、钻杆易损等主要问题，并对直推式土壤钻机后续的改进和使用提出了建议。  相似文献   

Evolutionary biogeography on Ophiocordyceps sinensis:An indicator of molecular phylogeny to geochronological and ecological exchanges     

《地学前缘(英文版)》2020,11(3):807-820

The fungus Ophiocordyceps sinensis is endemic to the vast region of the Qinghai-Tibetan plateau(QTP).The unique and complex geographical environmental conditions have led to the "sky island" distribution structure of O.sinensis.Due to limited and unbalanced sample collections,the previous data on O.sinensis regarding its genetic diversity and spatial structure have been deemed insufficient.In this study,we analyzed the diversity and phylogeographic structures of O.sinensis using internally transcribed spacer region(ITS) and 5-locus datasets by a large-scale sampling.A total of 111 haplotypes of ITS sequences were identified from 948 samples data of the fungus O.sinensis,with representing high genetic diversity,and 8 phylogenetic clades were recognized in O.sinensis.Both the southeastern Tibet and the northwestern Yunnan were the centers of genetic diversity and genetic differentiation of the fungus,and they were inferred as the glacial refugia in the Quaternary.Three distribution patterns were identified to correspond to the 8 clades,including but not limited to the coexistence of widely and specific local distributive structures.It also revealed that the differentiation pattern of O.sinensis did not fit for the isolation-by-distance model.The differentiation into the 8 clades occurred between 1.56 Myr and6.62 Myr.The ancestor of O.sinensis most likely originated in the late Miocene(6.62 Myr) in the northwestern Yunnan,and the Scene A-C of the Qinghai-Tibetan movements may have played an important role in the differentiation of O.sinensis during the late Miocene-Pliocene periods.Our current results provide a much clearer and detailed understanding of the genetic diversity and geographical spatial distribution of the endemic alpine fungus O.sinensis.It also revealed that the geochronology resulting from paleogeology could be cross-examined with biomolecular clock at a finer scale.  相似文献   

多源高分辨率DOM批量快速制作方法研究   总被引：1，自引：0，他引：1  

张亚亚  马小计  周亦 《测绘通报》2019,(7):96-99,146

随着遥感数据在自然资源调查中的广泛应用，对多源高分辨率遥感影像“一张图”批量快速制作有了更高的需求。本文以广西壮族自治区北海市银海区作为试验区，利用Pixel Engine软件的“RS+GIS+Photoshop”算法，首先，针对多源高分辨率遥感卫星数据特点，制定相应的数据处理流程，自动化制作单景DOM；然后，以县级辖区为单位，批量快速制作县级辖区DOM；最后，从制作精度和速度两个方面，将该方法制作得到的DOM成果与人工处理成果进行对比，分析该方法的可行性，提出了一种快速、有效的多源高分辨率DOM制作方法。  相似文献   

基于SSW点云数据的矢量地图平面精度自动校验方法     

羌鑫林  李广伟  王留召  张伟红 《测绘通报》2019,(3):98-102

常规的矢量地图精度校验采用抽样与实地测量，外业工作量大，自动化程度低。针对这一问题，本文提出基于SSW激光点云数据的矢量地图平面精度自动校验方法。首先，使用车载激光扫描器获得道路两侧高精度点云数据，并对点云数据进行滤波、坐标转换和精度检验；其次，基于多特征识别算法，使用SWDY软件提取点云特征点线；最后，利用最近邻法搜索待检矢量图中的同类地物特征点线，并计算匹配点线对的中误差。以兴化城区为试验区，采用该方法检测该地区1：1000比例尺的矢量地图平面精度，试验结果显示，成功匹配了点云数据205个地物特征中的201个，矢量地图的总体中误差为0.26 m，且能够发现待检测矢量地图中的采集丢漏与明显错误。本文方法可以减少现有检测方法的野外实测工作量，增加检测样本数量，降低检测过程中的人为干扰因素，有效提升检测的可靠性与检测效率。  相似文献   

Establishment and application of an intelligent treating method for oil spill identification     

TAN Liju  ZHAO Ruxiang  YIN Xiaonan  ZHANG Haijiang  WANG Jiangtao 《海洋学报(英文版)》2018,37(11):116-122

In the identifying process of an oil spill accident, manual integral and artificial visual comparison are commonly used at present to determine the oil spill sources, these methods are time-consuming and easily affected by human factors. Therefore, it is difficult to achieve the purpose of rapid identification of an oil spill accident. In this paper, an intelligent method of automatic recognition, integration and calculation of diagnostic ratio of Gas Chromatography-Mass Spectrometer (GC/MS) spectrum are established. Firstly, four hundreds of samples collected around the world were analyzed using a standard method and Retention time locking technology (RTL) was applied to reduce the change of retention time of GC/MS spectrum. Secondly, the automatic identification, integration of n-alkanes, biomarker compounds, polycyclic aromatic hydrocarbons and calculation of the diagnostic ratios were realized by MATLAB software. Finally, a database of oil fingerprints were established and applied successfully in a spill oil accident. Based on the new method and database, we could acquire the diagnostic ratios of an oil sample and find out the suspected oil within a few minutes. This method and database can improve the efficiency in spilled oil identification.  相似文献   

盾构机轴线方位角解算原理研究     

薄志义  王坡  张楠 《北京测绘》2006,(3):18-21

以德国VMT公司的TMB制导系统SLS-T为例,主要解析了盾构机轴线方位角测量原理,并完整地推导了盾构机姿态参数公式。由于国外导向系统的核心原理不公开,因此本文的研究成果,为隧道施工工程技术人员深入理解激光导向系统原理以及开发国产的自动导向系统提供了理论基础。  相似文献   

基于自动气象站的深圳近10年城市气候变化特征研究:2011—2020年          下载免费PDF全文

何钰清  李磊  张丽  杨红龙 《热带气象学报》2022,38(6):870-879

利用广东省深圳市30个自动气象站观测数据对深圳市近10年的气候变化趋势进行了分析,结果表明:（1）深圳市2011—2020年的平均气温增长率约1.47 ℃/(10 a),比上一个10年显著增加,气候变暖并未停滞;（2）受城市化的影响,深圳市气温日较差在较大范围内呈减小趋势,但在少数地区却反常地呈现了上升趋势;（3）深圳的地面风速总体呈下降趋势,其中发达地区风速下降更快;（4）2011—2020年深圳市的平均相对湿度呈上升趋势,最高每年增长1.33%;（5）统计深圳各区不同时次的极端降雨量数据可以发现,未发展地区的极端降雨量增速较大,年总降水量的增长率也较高,增长率最高为42.41 mm/a,而其他地区的6 h以内的滑动降水量极大值均呈下降趋势;（6）利用多个自动气象站长时间序列数据,可以对深圳局地气候变化特征进行更加精细化的分析,这对国家基本站而言是一种有益的补充,有助于更加深刻地发掘城市化与气候变化的关系。   相似文献