空洞卷积U-Net的遥感影像道路提取方法     

林娜  张小青  王岚  冯丽蓉  王伟 《测绘科学》2021,46(9):109-114,156

针对从遥感影像上提取道路出现的细节特征丢失、提取结果模糊的问题,该文提出了一种基于空洞卷积U-Net的遥感影像道路提取算法:①以U-Net为基础网络,将低层细节特征与高层语义特征进行多特征融合,更好地还原道路目标细节;②为了进一步提高网络对道路细节特征的识别能力,在U-Net中引入空洞卷积模块,学习更多的语义信息来改善提取结果出现的模糊问题.在Massachusetts roads和高分辨率城市道路影像Cheng roads dataset数据集下的实验结果表明,在召回率、精度和F1-score指标分别达到了82.5％、86.7％、84.5％;93.2％、92.1％、92.6％.与基础的U-Net相比,该算法在解决细节特征丢失和提取结果模糊问题方面更具有应用价值.  相似文献   

交通限行对细颗粒物浓度及其谱分布的影响     

赵素平  余晔  殷代英  刘娜  何建军 《高原气象》2015,(3):777-785

采用电迁移率粒径谱仪SMPS 3936对颗粒物数浓度及其谱分布进行了实时监测,对2013年兰州市国际马拉松赛交通管制期间细颗粒物浓度及其谱分布特征开展研究,并通过多元对数正态分布拟合和主成分分析方法分别对数浓度谱特征及其影响因素进行了分析,以阐明2013年兰州国际马拉松赛期间交通管制对细颗粒物浓度及其谱特征的影响。气象条件相似的交通限行期间,交通限行日50~100 nm,100~200 nm和200~500 nm粒径段颗粒物数浓度均较正常周六有所降低,特别是50~200nm粒径段颗粒物表现最为显著,在此期间,交通限行日50~100 nm和100~200 nm粒径段平均颗粒物数浓度分别为2567.5±807.4 cm-3和1567.8±193.8 cm-3,分别较正常周六相应时段低60.2%和67.2%。交通限行对颗粒物数浓度的影响主要集中在107 nm为峰值粒径的积聚模态附近,而气象条件对10~300 nm粒径段颗粒物数浓度均有较显著的影响,最大影响在80 nm附近。  相似文献   

A DIAGNOSTIC ANALYSIS OF AIR TEMPERATURE ANOMALY MODE OVER CHINA IN 2009/2010 WINTER BASED ON GENERALIZED EQUILIBRIUM FEEDBACK ASSESSMENT (GEFA) METHOD     

江志红  吴燕珠  刘征宇  温娜  赵灿 《热带气象学报(英文版)》2015,21(2):121-130

By using the observed monthly mean data over 160 stations of China and NCAR/NCEP reanalysis data, the generalized equilibrium feedback assessment(GEFA) method, combined with the methods of EOF analysis, correlation and composite analysis, is used to explore the influence of different SST modes on a wintertime air temperature pattern in which it is cold in the northeast and warm in the southwest in China. The results show that the 2009/2010 winter air temperature oscillation mode between the northern and southern part of China is closely related to the corresponding sea surface temperature anomalies(SSTA) and its associated atmospheric circulation anomalies. Exhibiting warming in Northeast China and cooling in Southwest China, the mode is significantly forced by the El Nio mode and the North Atlantic SSTA mode, which have three poles. Under the influence of SSTA modes, the surface northerly flow transported cold air to North and Northeast China, resulting in low temperatures in the regions. Meanwhile, the mid-latitude westerlies intensify and the polar cold air stays in high latitudes and cannot affect the Southwest China, resulting in the warming there.  相似文献   

Concentrations and contamination trends of heavy metals in the sediment cores of Taihu Lake,East China,and their relationship with historical eutrophication   总被引：2，自引：0，他引：2  

Zhangdong Jin  Hangxin Cheng  Li Chen  Xiangdong Li  Guangwei Zhu  Guangmin Zhuang  Na Qian 《中国地球化学学报》2010,29(1):33-41

To assess the contamination trends and potential bio-availability of sediment-bound heavy metals, concentrations of heavy metals in acid-leaching fraction and in bulk sediments from the two typical bays (the Meiliang Bay and Xuhu Bay) of the Taihu Lake, East China, were studied. Pb and Zn showed elevated concentrations in the sediments from both areas, although sedimentation history and degree of pollution are different between the two bays. In the Meiliang Bay, both Pb and Zn pollutions started in the late 1970’s, the same time as the beginning of eutrophication of the lake, while the in the Xuhu Bay the metal contamination started since recent 10 years. The concentrations of acid-leachable Pb in the sediments from the Meiliang Bay are correlated with the historical eutrophication process. Before the eutrophication and heavy metal pollution, the chemical properties of the lake sediments were the same as the source compositions of the Xiashu loess. Both Pb and Zn in the sediments mainly occur in leachable forms by nitric or hydrochloric acid, whilst most of Cu is in residual fraction. The results indicate that both Pb and Zn may have higher mobility and bioavailability in water and biology than Cu.  相似文献   

二维地震在延边凉水煤田勘查中的应用     

李平  金秀芹  杨娜  刘莹  刘云鹏 《吉林地质》2010,29(2):98-100

二维地震勘探比较广泛应用于平原、丘陵等地区,但在地形比较复杂的山区应用比较少。延边凉水煤矿接替区位于吉林省长白山区,该区山高林密,地表施工条件较差,以往勘查资料较少。利用二维地震勘探方法查明了落差较大的断层和勘查区主要煤层的隐伏露头位置,确定煤层的赋存范围和构造形态,取得了一定的成果。  相似文献   

吹扫捕集-气相色谱/质谱法测定地下水中的挥发性有机物   总被引：2，自引：1，他引：1  

李丽君  汪寅夫  王娜  王海娇 《岩矿测试》2010,29(5):547-551

利用吹扫捕集-气相色谱/质谱联用技术,建立了适用于地下水中氯代烃、苯系物、氯代苯类等25种挥发性有机污染物的分析方法。采用选择离子监测与全扫描交替方式进行质谱定性,内标法定量,方法检出限为0.10～0.20μg/L,样品加标的平均回收率在83.9%～104.5%,相对标准偏差(RSD,n=7)在3.23%～10.1%。方法检出限低,精密度好,分析快速,适用于大批量地下水中挥发性有机物的分析。  相似文献   

http://www.sciencedirect.com/science/article/pii/S1674987110000058     

Junfeng Shen  Xuhui Shen  Qian Liu  Na Ying 《地学前缘(英文版)》2010,1(1):99-104

<正>The thermo-electric coefficients of twenty-six magnetite samples,formed either by magmatism or metamorphism,were tested by the thermo-electric instrument BHET—06.Results showed that the coefficient is of a constant value of about -0.05 mV/℃.It is emphasized that because every magnetite grain was tested randomly,the coefficient is independent of the crystallographic direction.This fact means the thermal voltage generated from a single magnetite crystal can be accumulated,and as a result a new thermo-electric field can arise when a gradient thermal field exists and is active within the earth's crust.Because magnetite is widespread in the earth's crust(generally appearing more in the middle-lower crust),there is more-than-random probability that the additional thermo-electric field can be generated when certain thermal conditions are fulfilled.We,therefore,used the thermo-electric effect of magnetite to study the mechanism responsible for the presence of abnormal geo-electric fields during earthquake formation and occurrence, because gradient thermal fields always exist before earthquakes.The possible presence of additional thermo-electric fields was calculated under theoretical seismological conditions,using the following calcu-lation formula:E= - 0.159(σ×△T×φ×ρ_2×[(h~2-2x~2)cosα+ 3hxsinα]/ρ_1(h~2 +x~2)~(5/2)).In the above formula,σis thermo-electric coefficient of magnetite,△T is the temperature difference acting on it,φis a sectional area on a block of magnetite vertically perpendicular to the direction of the thermal current.ρ_1 andρ_2 are the respective resistivities of magnetite and the crust,and h,α,and x,respectively,h is the depth of embedded magnetite block,αmeans the angle created by the horizontal line and ligature of the two poles of magnetite block,and x is the distance from observation point to projective center point of the magnetite block on earth surface.According to simulations calculated with this formula,additional thermo-electric field intensity may reach as high as n to n×10~2 mV/km.This field is strong enough to cause obvious anomalies in the background geo-electric field,and can be easy probed by earthquake monitoring equipment. Therefore,we hypothesize that geo-electric abnormalities which occur during earthquakes may be caused by the thermo-electric effect of magnetite.  相似文献   

Genetic variation of the small yellow croaker (Larimichthys polyactis) inferred from mitochondrial DNA provides novel insight into the fluctuation of resources     

Jian Zheng  Tianxiang Gao  Yunrong Yan  Na Song 《海洋学报(英文版)》2022,41(11):88-95

The small yellow croaker (Larimichthys polyactis) belongs to the family Sciaenidae, which is an offshore warm fish species and widely distributed in the western Pacific. In this study, the variation of genetic diversity and genetic differentiation among L. polyactis populations was analyzed by mitochondrial DNA control region. A total of 110 polymorphic sites were checked, which defined 134 haplotypes. High level of haplotype diversity (h=0.993±0.002) was detected in the examined range. Population genetic structure analyse (analysis of molecular variance, F_st) showed there were high gene flow among L. polyactis populations. The result showed that there were relatively high genetic diversity and low genetic differentiation among the Yellow Sea and the East China Sea populations, which can be attributed to diverse habitats, wide distribution range and high mutation rate of control region. Using phylogenetic methods, coalescent analyses (neutrality tests, mismatch distribution analysis, Bayesian skyline analyses) and molecular dating interpreted in conjunction with paleoclimatic and physiographic evidence, we inferred that the genetic make-up of extant populations of L. polyactis was shaped by Pleistocene environmental impacts on the historical demography of this species. Besides, relatively constant genetic diversity and larger effective population size were detected in recent L. polyactis population. The result showed that the fishing policy certainly, such as the summer closed fishing, played a role in protecting resources of L. polyactis. This study can offer a wealth of biological novelties which indicates genetic structure of L. polyactis population and provides the foundation for resources protection and policy setting.  相似文献   

基于微观视角的农村居民点发展评价与布局优化——以陕西省重点示范镇沙河子镇为例   总被引：1，自引：0，他引：1  

刘超  杨海娟  郑娜  张文莉  杨小刚 《地域研究与开发》2014,(6)

将生态位态势理论应用于农村居民点布局研究,从发展水平和发展潜力两方面选取指标分别作为发展"态"和发展"势"的评价因素,构建农村居民点发展评价模型,对居民点的发展实力划分等级。然后结合加权Voronoi图,明确各发展等级居民点的搬迁去向,从而实现全镇整治分区规划。沙河子镇农村居民点的发展实力可划分为高、中、低和不适宜发展4个等级;农村居民点整体发展较好,高、中发展实力级的居民点用地面积为304.07hm2,占全区的84.23%;具有明显的地形分异特征,其发展等级呈现由中部向南北两侧递减的趋势;全镇以农村居民点城镇化为整理重点,划分为城镇化区、优先发展区、改造发展区和控制发展区4种整治分区。结合生态位态势理论和加权Voronoi图的农村居民点合理布局研究具有较强的现实指导意义。  相似文献   

赣北芙蓉―周溪断面下蜀黄土粒度特征及其指示意义   总被引：1，自引：0，他引：1  

彭学敏  贾玉连  胡亚萍  邢娜  龙进  赖忠平 《热带地理》2014,(5)

赣北鄱阳湖地区沙山南部近南北向的芙蓉―周溪断面上,分布由FZ-01、FZ-02~FZ-05和FZ-06~FZ-12三部分组成的下蜀土剖面,粒度分析结果表明:1)下蜀黄土砂粒组分自北往南变化为27.29%、1.94%~7.23%和0.45%~7.27%;粉砂组分质量分数大,且存在差异变化,分别为68.23%、81.71%~87.20%和66.9%~79.39%;黏土组分自北向南质量分数增加,变化为4.48%、8.46%~16.35%和18.13%~32.07%,总体表现为砂黄土―黄土―黏黄土等相态的逐渐过渡;2)粒度三组分、粒度参数散点图等均表现为从北而南的阶段性系统渐变特征;3)各种粒度参数与距长江的远近,均服从对数函数变化关系。这些特征初步揭示研究区的下蜀黄土是风成的,并可能与同样是风成堆积的沙山的形成存在某种联系,属于区域性风沙-风尘堆积体系。  相似文献