基于Polar1DMLP模型的CCTA冠脉管腔分割方法研究          下载免费PDF全文

申云鹏  高雨枫  章品正  於文雪  周寿军  李宝生  朱健  陈阳 《CT理论与应用研究》2020,29(6):631-642

冠状动脉数字图像造影（CCTA）是一种有效的无创评估冠脉血管狭窄等病变情况的成像技术，对CCTA的自动筛查评估依赖于冠脉管腔的高精度分割。为探索能够分割出高质量的冠脉官腔的算法，本文进行基于深度学习的端到端分割实验以及基于中心线先验信息结合CCTA灰度特征的冠脉管腔分割实验，其中基于深度学习回归方法的Polar1DMLP模型能够结合中心线先验信息得到较好的分割效果。基于公开数据集Coronary Artery Stenoses Detection and Quantification Evaluation Framework中的78组冠脉截段数据进行训练与验证，在16段数据的验证集上得到MSD （mean surface distance）为0.169 mm，DICE为0.796。结果表明本文提出的以中心线为导向信息的Polar1DMLP模型能够较好地整合血管CCTA灰度特征，回归出较为准确的冠脉血管内壁管腔轮廓半径，得到较为平滑的冠脉管腔表面模型，本方法有着较大的潜力以及拓展空间。   相似文献   

A synthesis of iron deposits in the eastern Tianshan,NW China     

《地学前缘(英文版)》2020,11(4):1271-1287

The northern Xinjiang region is one of the most significant iron metallogenic provinces in China.Iron deposits are found mainly within three regions:the Altay,western Tianshan,and eastern Tianshan orogenic belts.Previous studies have elaborated on the genesis of Fe deposits in the Altay orogenic belt and western Tianshan.However,the geological characteristics and mineralization history of iron deposits in the eastern Tianshan are still poorly understood.In this paper I describe the geological characteristics of iron deposits in the eastern Tianshan,and discuss their genetic types as well as metallogenic-tectonic settings,Iron deposits are preferentially distributed in central and southern parts of the eastern Tianshan.The known iron deposits in the eastern Tianshan show characteristics of magmatic Fe-Ti-V(e.g.,Weiya and Niumaoquan),sedimentary-metamorphic type(e.g.,Tianhu),and iron skarn(e.g.,Hongyuntan).In addition to the abovementioned iron deposits,many iron deposits in the eastern Tianshan are hosted in submarine volcanic rocks with well-developed skarn mineral assemblages.Their geological characteristics and magnetite compositions suggest that they may belong to distal skarns.SIMS zircon U-Pb analyses suggest that the Fe-Ti oxide ores from Niumaoquan and Weiya deposits were formed at 307.7±1.3 Ma and 242.7±1.9 Ma,respectively.Combined with available isotopic age data,the timing of Fe mineralization in the eastern Tianshan can be divided into four broad intervals:Early Ordovician-Early Silurian(476-438 Ma),Carboniferous(335-303 Ma),Early Permian(295-282 Ma),and Triassic(ca.243 Ma).Each of these episodes corresponds to a period of subduction,post-collision,and intraplate tectonics during the Paleozoic and Mesozoic time.  相似文献   

冕洞与太阳风高速流关系的统计研究:到达时间、持续时间和峰值强度          下载免费PDF全文

卜萱  罗冰显  刘四清  龚建村  曹勇  王宏 《地球物理学报》2019,62(2):462-472

冕洞是太阳风高速流的源区.当冕洞出现在中低纬区域时,太阳风高速流会扫过地球并引发地球空间环境扰动,如地磁暴和高能电子暴等.在太阳活动周下降年和低年,这种类型的扰动占据主导地位.因此,冕洞高速流的到达时间、峰值时间、峰值强度和持续时间等,是空间天气预报的重要内容.本文基于2010年5月到2016年12月的SDO/AIA太阳极紫外图像以及1AU处ACE和WIND卫星的太阳风观测数据,确定了160个冕洞-太阳风高速流事件,定量计算了他们的特征参数,包括冕洞与太阳风高速流的开始时间、峰值时间、峰值强度和结束时间,分析了各个特征参数的分布规律,对冕洞-高速流之间的关系进行了统计研究,并提出了一种新的预报方法,为基于冕洞成像观测的太阳风高速流的精准预报提供了依据.  相似文献   

基于参考台的盲源分离法在抑制地磁场近场噪音中的应用研究   总被引：2，自引：0，他引：2       下载免费PDF全文

周媛媛  常莹  陈浩  周勇  马永辉  谢成良  何展翔  服部克巳  韩鹏 《地球物理学报》2019,62(2):572-586

随着城市建设的不断发展,地磁场观测受到的人文干扰越来越严重.汽车、地铁、高铁等产生的近场噪音造成了地磁脉动等空间场源信号难以被精确观测,严重影响了地磁观测资料的实际使用价值.因此抑制这些近场噪音、提取空间场源信号具有科学意义和应用价值.本研究将远场参考法和盲源信号分离法相结合,提出了一种能有效分离空间场源信号和近场噪音的方法.首先,基于仿真分析,我们准确分离了不同特征的源信号,阐明了此方法的有效性.然后,我们将该方法应用于日本千叶地区受电车干扰较为严重的实际磁场观测数据,并选用数据质量较高的KAK国际基准台作为远场参考,实现了地磁脉动和电车干扰信号的分离,并在此基础上对观测台站的近场噪音进行了抑制.这些结果表明基于参考台的盲源信号分离法在抑制近场噪音、提取地磁场信号中是有效的,可能在电磁法勘探中具有潜在的应用价值.  相似文献   

The Impact of Urbanization on Groundwater Quantity,Quality,Hydrothermal Changes and Its Countermeasures     

Wanbin Huang  Chunhua Yan  Xiaonan Zhang  Guoyu Qiu 《地球科学进展》2020,35(5):497-512

Groundwater, as a drinking water source for nearly one third of the world’s urban population, plays a strategic role in the development of urbanization. The object of this study is urban areas with the largest demand for water resources, the heaviest load of groundwater pollution and the most intense development of underground projects. This study sorted out the eco-hydrological problems such as the variation of the groundwater hydrological process, the groundwater pollution, and the urban heat island of groundwater in urban areas under the background of urbanization. Furthermore, the mechanism of changes in the quantity, quality and heat of groundwater was also systematically analyzed, and the intrinsic interaction among these three factors was revealed. The study showed that changes in land use and land cover caused by the urbanization are the main reasons for the variation of groundwater hydrological process. The pollution load of urbanization construction and domestic production waste has aggravated the deterioration of groundwater quality. The increase in vertical heat flux caused by urbanization gives rise to the warming of groundwater. By summarizing the eco-hydrological problems and causes of groundwater in urbanized areas, several suggestions were proposed: \mathrm{①} Establishing the evaluation method and system of urban groundwater resources; \mathrm{②} Speeding up the technological breakthroughs of groundwater pollution control; \mathrm{③} Improving the regional control strategies for groundwater pollution; \mathrm{④} Optimizing the allocation of groundwater resources. This study will provide the theoretical basis and technical support for ensuring urban water safety, building ecological civilized cities and further promoting the sustainable development of economy and society.  相似文献   

2017年四川九寨沟MS7.0地震及余震定位研究     

徐旭  徐锦承  张伟 《中国地震》2020,36(2):324-332

采用特定震源台站校正定位方法对九寨沟M_S7.0地震及其余震进行了精定位研究，结果显示九寨沟地震主震深度为19km左右，余震主要分布于5~15km深度范围；与单事件定位方法相比，其余震展布和断层的线性特征更吻合，更具有平面特征；与双差定位法相比，精定位事件覆盖范围更广。精定位结果显示，断层整体为虎牙断裂西北向的延伸，根据余震分布和特定震源区的校正项分布，认为此发震断层应分南、北两段；余震区长度为40km左右，西北段宽度为10km左右，东南段宽度为6.5km左右。  相似文献   

Poynting and polarization vectors based wavefield decomposition and their application on elastic reverse time migration in 2D transversely isotropic media     

Yongming Lu  Qiancheng Liu  Jianfeng Zhang  Kai Yang  Hui Sun 《Geophysical Prospecting》2019,67(5):1296-1311

With the progress in computational power and seismic acquisition, elastic reverse time migration is becoming increasingly feasible and helpful in characterizing the physical properties of subsurface structures. To achieve high-resolution seismic imaging using elastic reverse time migration, it is necessary to separate the compressional (P-wave) and shear (S-wave) waves for both isotropic and anisotropic media. In elastic isotropic media, the conventional method for wave-mode separation is to use the divergence and curl operators. However, in anisotropic media, the polarization direction of P waves is not exactly parallel to the direction of wave propagation. Also, the polarization direction of S-waves is not totally perpendicular to the direction of wave propagation. For this reason, the conventional divergence and curl operators show poor performance in anisotropic media. Moreover, conventional methods only perform well in the space domain of regular grids, and they are not suitable for elastic numerical simulation algorithms based on non-regular grids. Besides, these methods distort the original wavefield by taking spatial derivatives. In this case, a new anisotropic wave-mode separation scheme is developed using Poynting vectors. This scheme can be performed in the angle domain by constructing the relationship between group and polarization angles of different wave modes. Also, it is performed pointwise, independent of adjacent space points, suitable for parallel computing. Moreover, there is no need to correct the changes in phase and amplitude caused by the derivative operators. By using this scheme, the anisotropic elastic reverse time migration is more efficiently performed on the unstructured mesh. The effectiveness of our scheme is verified by several numerical examples.  相似文献   

汶川地震前的b值变化   总被引：1，自引：1，他引：0       下载免费PDF全文

史海霞  孟令媛  张雪梅  常莹  杨振涛  谢蔚云  服部克巳  韩鹏 《地球物理学报》2018,61(5):1874-1882

Gutenberg-Richter定理给出了地震频度随震级的分布特征.大量研究表明频度-震级关系的斜率（b值）在大地震孕育的过程中会出现减小.为了考察b值在汶川地震孕育过程中的时间演化特征，本文尝试基于破裂断层选取研究区域，考察了2000年1月至2008年4月间，汶川地震（M_S8.0）破裂区的地震活动性，并对该区域b值的变化进行了探讨.结果表明，在2005年中至2006年底，地震月频度及季度频度有一个较明显的下降.b值从2002年始至地震前呈现出一个长期趋势性减小；在地震前约半年，出现快速、显著的下降.b值的这一时间变化特征与其他研究者报道的日本东北M_W9.0级地震前的b值变化特征具有很高相似性，可能反映了大地震准备过程中的应力变化.以上结果有益于认识和理解大地震孕育演化过程，同时也表明b值在中长期地震灾害评估中具有潜在价值.  相似文献   

沿107.6°E南北向剖面鄂尔多斯地块及周缘地区地壳结构          下载免费PDF全文

陈洁  陈永顺  郭震  杨挺 《地球物理学报》2020,63(7):2592-2604

鄂尔多斯地块紧邻青藏高原东北缘,位于华北克拉通的西部,在我国中生代、新生代以来东部地区的构造活动中起到了重要作用.对鄂尔多斯及其周缘地区的研究可以提供有关华北克拉通的形成、演化和破坏过程的重要信息.本文选取了纵贯鄂尔多斯的107.6°E附近南北剖面上的44个流动地震台站进行分析,采用接收函数方法,进行Kirchhoff偏移成像,并且结合在该区域内前人的地震面波频散进行联合反演,获得剖面下方的地壳内部精细结构.研究结果显示:(1)莫霍面在鄂尔多斯北部较平缓,约45km深;在鄂尔多斯南部有所加深,达到50km;其北边的河套盆地的地壳厚度约为50km;南边的渭河盆地到秦岭地区及四川盆地的地壳厚度从约为40km增厚到47～50km.(2)河套盆地下方存在大规模的低速异常,最深可达25km,反映了其显著的拉张构造和沉积历史.(3)秦岭造山带下方的低速异常对应于其主要为长英质的地壳组分,可能是由于中生代的拆沉作用导致的地壳下部基性岩石层的缺失.(4)以38°N为界的鄂尔多斯地块,南北部地壳速度结构存在差异,可能表明了这两部分经历的构造历史不同.  相似文献   

利用松弛标记法进行空间场景匹配          下载免费PDF全文

张丁文  陈占龙  谢忠 《武汉大学学报(信息科学版)》2018,43(5):752-758

相似性度量是地理学中的关键组成部分,被广泛应用于空间检索、空间信息整合及空间数据挖掘中。因为空间场景中实体个数的差异及空间对象间的关系难以精确相等,若执行空间场景的完全精确匹配,可能会使得检索结果为空。顾及尺度差异,从空间场景中进行空间语义理解,建立了多尺度空间场景的形式化描述模型,并提取场景中稳定的特征构建空间场景特征矩阵。建立场景间的初始匹配概率矩阵后,基于松弛标记法迭代更新概率矩阵,直到矩阵收敛于一全局最小值并确定匹配的实体对,从而进行空间场景相似性评估。采用武汉居民地域数据进行场景匹配实验,并对不同邻域搜索半径下的匹配时间及精确度进行对比与分析,实验结果表明,基于松弛标记法的空间场景匹配方法具有较高的精确度。  相似文献