A-FPN算法及其在遥感图像船舶检测中的应用     

于野  艾华  贺小军  于树海  钟兴  朱瑞飞 《遥感学报》2020,24(2):107-115

光学遥感图像船舶检测主要面临两个挑战:光学遥感图像背景复杂,船舶检测易受海浪、云雾及陆地建筑等多方面干扰;遥感图像分辨率低,船舶目标小,对于其分类与定位带来很大困难;针对上述问题,在FPN的基础上,提出一种融入显著性特征的卷积神经网络模型A-FPN (Attention-Based Feature Pyramid Networks)。首先,利用卷积提取图像特征金字塔;然后,利用顶层金字塔逐级构建显著特征层,抑制背景信息,通过金字塔顶层的细粒度特征提高浅层特征的表达能力,构建自上而下的多级显著特征映射结构;最后利用Softmax分类器进行多层级船舶检测。A-FPN模型利用显著性机制引导不同感受下的特征进行融合,提高了模型的分辨能力,对遥感图像处理领域具有重要应用价值。实验阶段,利用公开的遥感目标检测数据集NWPU VHR-10中的船舶样本进行测试,准确率为92.8%,表明A-FPN模型适用于遥感图像船舶检测。  相似文献   

Biostratigraphic and detrital zircon age constraints on the basement of the Himalayan Foreland Basin: Implications for a Proterozoic link to the Lesser Himalaya and cratonic India          下载免费PDF全文

Shuhai Xiao  Qing Tang  Nigel C. Hughes  N. Ryan McKenzie  Paul M. Myrow 《地学学报》2016,28(6):419-426

The Himalayan Foreland Basin in the Ganga Valley is key to assessing the pre‐collision relationship between cratonic India and the Himalaya – the world's largest mountain chain. The subsurface Ganga Supergroup, representing the sedimentary basement of the Ganga Valley, has been interpreted as a northern extension of the Proterozoic Vindhyan Supergroup in cratonic India. This interpretation is contentious because the depositional age of the Ganga Supergroup is not resolved: whereas the lower Ganga Supergroup is widely regarded as Proterozoic, the upper Ganga Supergroup has been variously inferred to include Neoproterozoic, lower Palaeozoic, or Cretaceous strata. Here, we integrate biostratigraphic and detrital zircon data from drill cores to show that the entire Ganga Supergroup is likely Proterozoic and can be correlated with Proterozoic successions on the northern Indian craton and in the Lesser Himalaya. This helps redefine the first‐order stratigraphic architecture and indicates broad depositional continuity along the northern Indian margin during the Proterozoic.  相似文献   

High Precision Time Domain Forward Modeling for Crosshole Electromagnetic Tomography     

林树海  赵立英 《中国地质大学学报(英文版)》2007,18(4):320-325

To improve the resolution of crosshole electromagnetic tomography, high precision of forward modeling is necessary. A pseudo-spectral time domain (PSTD) forward modeling was used to simulate electromagnetic wave propagation between two boreholes. The PSTD algorithm is based on the finite difference time domain (FDTD) method and uses the fast Fourier transform (FFT) algorithm for spatial derivatives in Maxwell's equations. Besides having the strongpoint of the FDTD method, the calculation precision of the PSTD algorithm is higher than that of the FDTD method under the same calculation condition. The forward modeling using the PSTD method will play an important role in enhancing the resolution of crosshole electromagnetic tomography.  相似文献   

干旱区梨园不同覆盖条件下土壤环境因子综合性评价研究          下载免费PDF全文

曹刚  毕淑海  赵明新  曹素芳  王玮  牛济军  李红旭 《干旱区地理》2022,45(3):890-900

在干旱沿黄灌区开展不同覆盖材料配合滴灌的灌溉保墒方式下,进一步研究了不同覆盖方式对梨园全生育期的土壤理化性状和养分含量变化影响,分析了土壤温度、水分、pH等和矿质营养元素间的相互关系,对覆盖后的土壤质量进行了综合性评价。试验处理分为无覆盖对照（T1）、园艺地布覆盖（T2）、玉米秸秆覆盖（T3）和黑地膜覆盖（T4）4个处理;试验设计为随机区组设计,每个处理小区均为167株梨树（约占地667 m²）,重复3次;各小区土样分0~20 cm、20~40 cm、40~60 cm土层取样。结果表明：（1） 园艺地布和黑地膜覆盖处理有一定的增温效应,而玉米秸秆覆盖有较好的降温和稳温效应,且增墒效应明显,土壤含水率比其他3种处理显著提高了1.0%~2.7%。（2） 相较无覆盖处理,黑地膜覆盖可提升表层土壤pH,并加速表层土壤有机质的分解,有机质含量较无覆盖处理下降33.1%;玉米秸秆覆盖可显著降低各土层的土壤pH,降低范围为1.8%~4.6%,并促进0~20 cm土层有机质的提升,土壤有机质含量增加12.2%;园艺地布覆盖下0~40 cm土层内土壤有机质含量和全盐量均有降低。（3） 黑地膜覆盖下0~20 cm和20~40 cm土层的碱解氮含量分别为73.00 mg·g^-1和64.53 mg·g^-1,均显著地高于无覆盖处理,无覆盖条件下土壤碱解氮在深层（40~60 cm土层）积累较多,显著地高于玉米秸秆和黑地膜覆盖;各处理0~20 cm和20~40 cm土层速效磷含量差异显著,大小顺序均为T4>T3>T2>T1,玉米秸秆覆盖可提升土壤速效钾和速效铁的含量。（4） 进行主成分分析表明不同覆盖方式对梨园浅层土壤环境因子的影响要明显大于深层土壤,在0~40 cm土层内各覆盖处理效果均好于无覆盖处理,其中玉米秸秆覆盖在0~20 cm和20~40 cm土层综合得分分别为1.189和0.326,覆盖效果最佳。  相似文献   

省市县一体化农村土地承包管理系统构建研究     

倪慧珠  傅月波  万术海  冯柏栋 《测绘工程》2018,(3):72-76

针对农村土地承包经营权确权登记成果海量数据需要实现信息化、动态化、网络化管理的需要,为满足省市县农经业务的互联互通,文中研究基于政务云平台的农村土地承包管理信息系统的实现。基于矢量栅格一体化切片的农经权地图服务框架,实现省市县地块与权属成果的集成展现、快速检索;采用多种地图渲染方式,实现多样化的地类显示,提供多入口多渠道的"以人查地,以地查人"的查询方式实现调查成果的综合展示;基于政务云业务权限控制策略,建立省、市、县三级农经权业务监管体系。系统通过在浙江省12个试点县市的试运行,能满足集成展现地块及业务成果、快速检索农经权属信息、高效办理日常业务的需求,实现省、市、县成果管理及业务办理的互联互通,为农经权业务管理提供高效支撑平台。  相似文献   

微动法在划分岩溶塌陷隐患区域中的应用     

梁东辉  徐虎  谭磊  刘福达  江树海 《地质论评》2023,69(Z1):481-482

  相似文献   

Extinctions, Morphological Gaps, Major Transitions, Stem Groups, and the Origin of Major Clades, with a Focus on Early Animals     

XIAO Shuhai 《《地质学报》英文版》2022,96(6):1821-1829

Systematic extinctions can leave major morphological gaps between living crown-group clades. Such morphological gaps would be perceived, from a neontological point of view, as major evolutionary transitions. In order to fill these morphological gaps and to map the evolutionary steps toward major evolutionary transitions, we need to integrate extinct stem-group taxa in phylogenetic studies. However, the recognition of stem group has not been widely adopted in the study of early animal fossils, despite that all fossils are stem groups at one level or another. Part of the difficulty is that stem groups may not have all features that collectively diagnose the respective crown group, and they can have unique (autapomorphic) features, making them tantalizingly similar to and frustratingly different from the crown group (e.g., stem-group eukaryotes can be prokaryotic and stem-group animals can be protistan). The need to embrace stem groups and to implement the PhyloCode, in order to achieve phylogenetic clarity and to offer key paleontological insights into the origin and early animal evolution, is illustrated in debates on several controversial Ediacaran and Cambrian fossils.  相似文献   

Quantitative evaluation of the biostratigraphic distribution of acanthomorphic acritarchs in the Ediacaran Doushantuo Formation in the Yangtze Gorges area, South China   总被引：2，自引：0，他引：2  

Kathleen A. McFadden  Shuhai Xiao  Chuanming Zhou  Micha&#x; Kowalewski 《Precambrian Research》2009,173(1-4):170

Doushantuo acanthomorphic acritarchs are large morphologically complex organic-walled microfossils broadly constrained between the 635 Ma Nantuo glaciation and the 551 Ma Miaohe Biota. They are potential biostratigraphic tools for subdivision and correlation of the Ediacaran System in South China. However, major variations in sedimentary facies and stratigraphic thickness present challenges in understanding the spatial and temporal distribution of these acritarchs. Further, the distribution of acritarchs in the Doushantuo Formation is associated with the presence of early diagenetic chert and phosphate, implying a certain degree of preservational bias and/or environmental control. The purpose of this paper is to document the stratigraphic distribution of Doushantuo acritarchs and to quantitatively evaluate their biostratigraphic significance and possible taphonomic–environmental biases, based on high-resolution paleontological data from six sections over 100 km in the Yangtze Gorges area, South China.A total of 1082 acritarch fossils were recorded from 84 chert horizons in the six sections of the study area. These chert horizons are not uniformly distributed throughout the Doushantuo Formation, thus the presence/absence of early diagenetic chert does play a role in controlling the distribution of acritarchs. The sampled chert horizons can be grouped into two stratigraphic intervals in the lower and upper Doushantuo Formation, respectively, based on regional stratigraphic correlation. Quantitative analysis shows that the two intervals are distinct taxonomically and largely independent of taphonomic or facies controls. Thus, the two intervals can be regarded as assemblage biozones. The lower biozone (biozone 1) is numerically dominated by Tianzhushania spinosa (n = 587; 68.3%) and Meghystrichosphaeridium magnificum (n = 74; 8.6%), whereas the upper biozone (biozone 2) is dominated by Ericiasphaera rigida (n = 104; 47.1%) and Tianzhushania spinosa (n = 34; 14.1%). The three most common genera, Meghystrichosphaeridium, Tianzhushania, and Ericiasphaera, have been identified in all sections. Correspondence analysis (CA), detrended correspondence analysis (DCA), discriminant analysis (DA), and pairwise comparisons of samples (Spearman rank coefficient and Jaccard–Chao index), all consistently support biostratigraphic zonations. Thus, the distribution of the Doushantuo acanthomorphs is primarily controlled by biostratigraphic position of samples, with facies and taphonomic differences playing a secondary role. Our case study suggests that acanthomorphic acritarchs can offer a viable tool for regional correlation of the Ediacaran System.  相似文献   

并行电法在大坝爆破振动评价中的应用   总被引：1，自引：0，他引：1  

谭磊  江晓益  江树 《地质论评》2019,65(Z1):27-29

正钻爆法是硬质岩地区隧道施工的重要工艺,但爆破振动对周围建筑物的破坏损伤也越成为不容忽视的问题(邓成发等,2012)。对爆破振动的安全评估的方法较多,包括有限元的数值模拟分析、构建相似物理模型以及现场的爆破振动监测等技术手段。其中,原位质点振动仪的速度或加速度的动态采集及分析为施工爆破的控制提供重要的依据,但不能反映结构体内部的应力状态和特性,无法揭示建筑物爆破前后的破坏机理。  相似文献   

Water quality evaluation in Tidal River reaches of Liaohe River Estuary, China using a revised QUAL2K model     

Hanfeng Ye  Shuhai Guo  Fengmei Li  Gang Li 《中国地理科学(英文版)》2013,23(3):301-311

Rivers in the Liaohe River Estuary area have been seriously polluted by discharges of wastewater containing petroleum pollutants and nutrients. In this paper, The Enhanced Stream Water Quality Model (QUAL2K) and its revised model as well as One-dimensional Tide Mean Model (1D model) were applied to predict and assess the water quality of the tidal river reach of the Liaohe River Estuary. Dissolved oxygen (DO), biochemical oxygen demand (BOD₅), ammonia nitrogen (NH₃-N) and total phosphorus (TP) were chosen as water quality indices in the two model simulations. The modelled results show that the major reasons for degraded rivers remain petroleum and non-point source pollution. Tidal water also has a critical effect on the variation of water quality. The sensitivity analysis identifies that flow rate, point load and diffuse load are the most sensitive parameters for the four water quality indices in the revised QUAL2K simulation. Uncertainty analysis based on a Monte Carlo simulation gives the probability distribution of the four water quality indices at two locations (6.50 km and 44.84 km from the river mouth). The statistical outcomes indicate that the observed data fall within the 90% confidence intervals at all sites measured, and show that the revised QUAL2K gives better results in simulating the water quality of a tidal river.  相似文献