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A"messenger zone hypothesis"based on the visual three-dimensional spatial distribution of motoneurons innervating deep limb muscles
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作者 Chen Huang Shen Wang +3 位作者 Jin Deng Xinyi Gu Shuhang Guo Xiaofeng Yin 《Neural Regeneration Research》 SCIE CAS CSCD 2024年第7期1559-1567,共9页
Coordinated contraction of skeletal muscles relies on selective connections between the muscles and multiple classes of the spinal motoneuro ns.Howeve r,current research on the spatial location of the spinal motoneuro... Coordinated contraction of skeletal muscles relies on selective connections between the muscles and multiple classes of the spinal motoneuro ns.Howeve r,current research on the spatial location of the spinal motoneurons innervating differe nt muscles is limited.In this study,we investigated the spatial distribution and relative position of different motoneurons that control the deep muscles of the mouse hindlimbs,which were innervated by the obturator nerve,femoral nerve,inferior gluteal nerve,deep pe roneal nerve,and tibial nerve.Locations were visualized by combining a multiplex retrograde tracking technique compatible with three-dimensional imaging of solvent-cleared o rgans(3DISCO)and 3-D imaging technology based on lightsheet fluorescence microscopy(LSFM).Additionally,we propose the hypothesis that"messenger zones"exist as interlaced areas between the motoneuron pools that dominate the synergistic or antagonist muscle groups.We hypothesize that these interlaced neurons may participate in muscle coordination as messenger neurons.Analysis revealed the precise mutual positional relationships among the many motoneurons that innervate different deep muscles of the mouse.Not only do these findings update and supplement our knowledge regarding the overall spatial layout of spinal motoneurons that control mouse limb muscles,but they also provide insights into the mechanisms through which muscle activity is coordinated and the architecture of motor circuits. 展开更多
关键词 3-d imaging MOTONEURONS multiple retrograde tracing muscle coordination skeletal muscle spatial distribution optical tissue clearing
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Large-scale spatial data visualization method based on augmented reality
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作者 Xiaoning QIAO Wenming XIE +4 位作者 Xiaodong PENG Guangyun LI Dalin LI Yingyi GUO Jingyi REN 《虚拟现实与智能硬件(中英文)》 EI 2024年第2期132-147,共16页
Background A task assigned to space exploration satellites involves detecting the physical environment within a certain space.However,space detection data are complex and abstract.These data are not conducive for rese... Background A task assigned to space exploration satellites involves detecting the physical environment within a certain space.However,space detection data are complex and abstract.These data are not conducive for researchers'visual perceptions of the evolution and interaction of events in the space environment.Methods A time-series dynamic data sampling method for large-scale space was proposed for sample detection data in space and time,and the corresponding relationships between data location features and other attribute features were established.A tone-mapping method based on statistical histogram equalization was proposed and applied to the final attribute feature data.The visualization process is optimized for rendering by merging materials,reducing the number of patches,and performing other operations.Results The results of sampling,feature extraction,and uniform visualization of the detection data of complex types,long duration spans,and uneven spatial distributions were obtained.The real-time visualization of large-scale spatial structures using augmented reality devices,particularly low-performance devices,was also investigated.Conclusions The proposed visualization system can reconstruct the three-dimensional structure of a large-scale space,express the structure and changes in the spatial environment using augmented reality,and assist in intuitively discovering spatial environmental events and evolutionary rules. 展开更多
关键词 Large-scale spatial data analysis Visual analysis technology Augmented reality 3D reconstruction Space environment
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A Semantic-Sensitive Approach to Indoor and Outdoor 3D Data Organization
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作者 Youchen Wei 《Journal of World Architecture》 2024年第1期1-6,共6页
Building model data organization is often programmed to solve a specific problem,resulting in the inability to organize indoor and outdoor 3D scenes in an integrated manner.In this paper,existing building spatial data... Building model data organization is often programmed to solve a specific problem,resulting in the inability to organize indoor and outdoor 3D scenes in an integrated manner.In this paper,existing building spatial data models are studied,and the characteristics of building information modeling standards(IFC),city geographic modeling language(CityGML),indoor modeling language(IndoorGML),and other models are compared and analyzed.CityGML and IndoorGML models face challenges in satisfying diverse application scenarios and requirements due to limitations in their expression capabilities.It is proposed to combine the semantic information of the model objects to effectively partition and organize the indoor and outdoor spatial 3D model data and to construct the indoor and outdoor data organization mechanism of“chunk-layer-subobject-entrances-area-detail object.”This method is verified by proposing a 3D data organization method for indoor and outdoor space and constructing a 3D visualization system based on it. 展开更多
关键词 Integrated data organization Indoor and outdoor 3D data models Semantic models spatial segmentation
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Unified Data Model of Urban Air Pollution Dispersion and 3D Spatial City Model:Groundwork Assessment towards Sustainable Urban Development for Malaysia 被引量:2
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作者 Uznir Ujang Francois Anton Alias Abdul Rahman 《Journal of Environmental Protection》 2013年第7期701-712,共12页
Understanding the behavior of urban air pollution is important en route for sustainable urban development (SUD). Malaysia is on its mission to be a developed country by year 2020 comprehends dealing with air pollution... Understanding the behavior of urban air pollution is important en route for sustainable urban development (SUD). Malaysia is on its mission to be a developed country by year 2020 comprehends dealing with air pollution is one of the indicators headed towards it. At present monitoring and managing air pollution in urban areas encompasses sophisticated air quality modeling and data acquisition. However, rapid developments in major cities cause difficulties in acquiring the city geometries. The existing method in acquiring city geometries data via ground or space measurement inspection such as field survey, photogrammetry, laser scanning, remote sensing or using architectural plans appears not to be practical because of its cost and efforts. Moreover, air monitoring stations deployed are intended for regional to global scale model whereby it is not accurate for urban areas with typical resolution of less than 2 km. Furthermore in urban areas, the pollutant dispersion movements are trapped between buildings initiating it to move vertically causing visualization complications which imply the limitations of existing visualization scheme that is based on two-dimensional (2D) framework. Therefore this paper aims is to perform groundwork assessment and discuss on the current scenario in Malaysia in the aspect of current policies towards SUD, air quality monitoring stations, scale model and detail discussion on air pollution dispersion model used called the Operational Street Pollution Model (OSPM). This research proposed the implementation of three-dimensional (3D) spatial city model as a new physical data input for OSPM. The five Level of Details (LOD) of 3D spatial city model shows the scale applicability for the dispersion model implementtation. Subsequently 3D spatial city model data commonly available on the web, by having a unified data model shows the advantages in easy data acquisition, 3D visualization of air pollution dispersion and improves visual analysis of air quality monitoring in urban areas. 展开更多
关键词 3D spatial City Model Urban Air Dispersion Model Unified data Model Sustainable Urban Development CITYGML 3D Visualization 3D GIS
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ACQUIREMENT AND COMPUTER PROCESSING OF 3-D SURFACE SHAPE DATA
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作者 Shi Jinfa Liang Xichang( Vehicle Engineering College, Chongqing University Beijing Iusitute of Technology) 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 1996年第3期199-204,共1页
The laser scanning and CCD image-transmitting measurement method and principle on acquiring 3-D curved surface shape data are discussed. Computer processing technique of 3-D curved surface shape(be called“ 3 - D surf... The laser scanning and CCD image-transmitting measurement method and principle on acquiring 3-D curved surface shape data are discussed. Computer processing technique of 3-D curved surface shape(be called“ 3 - D surface shape”for short) data is analysed. This technique in- cludes these concrete methods and principles such as data smoothing, fitting, reconstructing ,elimi- nating and so on. The example and result about computer processing of 3- D surface shape data are given . 展开更多
关键词 Laser scanning CCD image-transmitting 3-d surface shape data Processing
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Seismic data analysis based on spatial subsets 被引量:2
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作者 蔡希玲 刘学伟 +2 位作者 李虹 钱宇明 吕英梅 《Applied Geophysics》 SCIE CSCD 2009年第4期384-392,395,共10页
There are some limitations when we apply conventional methods to analyze the massive amounts of seismic data acquired with high-density spatial sampling since processors usually obtain the properties of raw data from ... There are some limitations when we apply conventional methods to analyze the massive amounts of seismic data acquired with high-density spatial sampling since processors usually obtain the properties of raw data from common shot gathers or other datasets located at certain points or along lines. We propose a novel method in this paper to observe seismic data on time slices from spatial subsets. The composition of a spatial subset and the unique character of orthogonal or oblique subsets are described and pre-stack subsets are shown by 3D visualization. In seismic data processing, spatial subsets can be used for the following aspects: (1) to check the trace distribution uniformity and regularity; (2) to observe the main features of ground-roll and linear noise; (3) to find abnormal traces from slices of datasets; and (4) to QC the results of pre-stack noise attenuation. The field data application shows that seismic data analysis in spatial subsets is an effective method that may lead to a better discrimination among various wavefields and help us obtain more information. 展开更多
关键词 spatial subset 3D visualization high density sampling noise attenuation data analysis
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Inversion of gravity gradient data based on spatial gradient weighting
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作者 JIANG DanDan YU Ping +1 位作者 LIN Song GAO Xiuhe 《Global Geology》 2018年第4期245-251,共7页
Compared with traditional gravity measurement data,gravity gradient tensor data contain more high frequency information,which can be used to understand the earth's interior structure,mineral resources distribution... Compared with traditional gravity measurement data,gravity gradient tensor data contain more high frequency information,which can be used to understand the earth's interior structure,mineral resources distribution etc. In this study,the authors present an algorithm for inverting gravity gradiometer data to recover the three-dimensional( 3-D) distributions of density. Spatial gradient weighting was used to constrain the extent of the body horizontally and vertically. A more accurate inversion result can be obtained by combining the prior information into the weighting function and applying it in inversion. This method was tested on synthetic models and the inverted results showed that the resolution was significantly improved. Moreover,the algorithm was applied to the inversion of empirical data from a salt dome located in Texas,USA,which demonstrated the validity of the proposed method. 展开更多
关键词 GRAVITY GRADIENT data spatial GRADIENT weighting 3-d INVERSION
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长三角城市群城市空间形态对PM_(2.5)与O_(3)污染空间异质性特征的影响研究
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作者 叶深 王鹏 +2 位作者 黄祎 折远洋 丁明军 《生态环境学报》 CSCD 北大核心 2023年第10期1771-1784,共14页
城市空间形态作为城市建设用地扩张及社会经济空间结构聚合体反映了城市化进程,探究城市空间形态及PM_(2.5)与O_(3)污染对区域大气环境治理具有重要意义。基于“十三五”规划期间长三角城市群空气质量监测站及气象站观测数据、中国土地... 城市空间形态作为城市建设用地扩张及社会经济空间结构聚合体反映了城市化进程,探究城市空间形态及PM_(2.5)与O_(3)污染对区域大气环境治理具有重要意义。基于“十三五”规划期间长三角城市群空气质量监测站及气象站观测数据、中国土地覆盖数据(China Land Cover dataset)、人口密度及夜间灯光遥感影像从城市空间格局指数(城市建设用地紧凑度、城市建设用地边缘密度、城市建设用地斑块密度等)及城市空间结构指数(城市夜间平均夜光遥感指数、城市人口密度、城市通勤度等)角度计算城市空间形态指数,并运用地理探测器解析PM_(2.5)与O_(3)污染空间异质性特征。结果表明,1)2020年长三角城市群城市PM_(2.5)年均质量浓度值较2016年下降15.9%,而MDA8 O_(3)年均质量浓度值增长9.94%;PM_(2.5)与O_(3)季节质量浓度时空分异特征显著,其相关性系数体现出“自东南沿海向西北内陆递减”的特征。2)长三角城市群的城市空间形态指数时空分异特征强于气象要素。除2019-2020年交通通勤度和城市建设用地紧凑度分别出现短暂44.8%和5.86%下降外,其余指数均逐年上升;长三角城市群城市空间形态指数受空间异质性影响整体呈“北高、中部次之、南低”的特征。3)城市建设用地紧凑度是长三角城市群城市PM_(2.5)与O_(3)污染的最主要城市空间格局影响因子,对PM_(2.5)质量浓度值、MDA8 O_(3)质量浓度值及PM_(2.5)与O_(3)浓度相关性解释率分别为0.259、0.419和0.258。研究结果揭示长三角城市群城市的主要空间形态指数将增强城市PM_(2.5)与O_(3)污染空间异质性特征,为探明城市化扩张背景下大气污染物的空间演化规律提供了新思路。 展开更多
关键词 长三角城市群 城市空间形态 多源数据 PM_(2.5)与O_(3)污染物 地理探测器 空间异质性
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3D Spatial Information Intended for SDI: A Literature Review, Problem and Evaluation
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作者 Mehrdad Jafari Salim 《Journal of Geographic Information System》 2017年第5期535-545,共11页
In this paper, first we are going to discuss briefly the importance of 3D information, and its application because of the Increasing demand for detailed information about real world objects and phenomena including alt... In this paper, first we are going to discuss briefly the importance of 3D information, and its application because of the Increasing demand for detailed information about real world objects and phenomena including altimetry and planimetry data (X, Y, Z), then we will explain in short the available methods for 3D measurement. It’s important to note that the Information collection by itself cannot define and sufficiently provide all the necessary actions to be taken in order to get them accessible and useful for users. The data management and establishment of a proper and reliable DBMS and finally a GIS system at the same time are vital crucial in the course of 3D application that will be discussed throughout the paper. The existing drawbacks and elements needed to be considered for the cartographic presentation are the key issues in three-dimensional world visualization. The elaboration on the 3D information and its knowledge transfer to the users in a SDI framework as well as the requirement recognition of beneficiary organizations will be the next step in this paper and the most probable problems will be studied in this stage. At the final stage, we’ll come up with conclusion, warnings and recommendation. 展开更多
关键词 3D GEOGRAPHIC Information System spatial data INFRASTRUCTURE Digital ELEVATION Model VISUALIZATION
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基于空间插值的不规则海洋地质样品测试分析数据聚类算法研究
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作者 邵长高 严镔 陈秋 《热带海洋学报》 CAS CSCD 北大核心 2024年第2期166-172,共7页
海洋地质调查中获取大量海洋沉积物柱状样样品测试分析数据,样品测试分析目的不同导致柱状样数据采样深度不同,由此造成地质取样数据在三维空间上呈现不规则散点状分布。传统聚类算法无法在三维空间上对此类不规则散点数据进行聚类分析... 海洋地质调查中获取大量海洋沉积物柱状样样品测试分析数据,样品测试分析目的不同导致柱状样数据采样深度不同,由此造成地质取样数据在三维空间上呈现不规则散点状分布。传统聚类算法无法在三维空间上对此类不规则散点数据进行聚类分析。对此,文章设计了一种基于空间插值的不规则地质样品测试分析数据聚类算法,有效地将三维样品测试分析散点数据降为二维数据后进行聚类分析,本算法较好地解决了地质体中试验测试数据的不均衡性问题,为海洋地质大数据分析提供了基础技术方法。 展开更多
关键词 地质取样 实验测试 聚类算法 空间插值 三维
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三维位置定义(3D-LD)系统模型研究 被引量:5
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作者 马丰宁 雷鑫 高宏 《计算机工程与应用》 CSCD 北大核心 2008年第21期41-45,51,共6页
对以建筑物为三维背景空间的物体对象的3维位置定义(3D-LD)管理进行了深入分析,研究了3D-LD数据特征,分析了3D-LD关键要素模型的生成方法,给出了3D-LD三维场景的两种组织方式,并最终给出适合当前软件编程技术的系统实现方法。
关键词 3维位置定义(3D—LD) 空间数据 地理信息系统 管理信息系统
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3维空间数据采集方法探讨 被引量:2
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作者 李全 《测绘与空间地理信息》 2004年第5期54-56,65,共4页
通过对地形3维空间数据在真实世界的位置表现研究,并借鉴国外已经开展的3维空间数据采集与应用的经验,以及对国内现行的国标分类代码与图式进行分析与研究,确定3维空间数据获取所需的核心要素的内容及采集方法。将3维地形要素分为几大类... 通过对地形3维空间数据在真实世界的位置表现研究,并借鉴国外已经开展的3维空间数据采集与应用的经验,以及对国内现行的国标分类代码与图式进行分析与研究,确定3维空间数据获取所需的核心要素的内容及采集方法。将3维地形要素分为几大类,对每一大类里面各要素的可获取性进行了详细的分析。同时为了兼顾出图的需要,对所需的2维地物要素采集进行了分析。 展开更多
关键词 3维空间数据 数据采集 国标分类代码 城市模型
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Characteristics of Rainfall Erosivity Based on Tropical Rainfall Measuring Mission Data in Tibet, China 被引量:7
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作者 FAN Jian-rong CHEN Yang +1 位作者 YAN Dong GUO Fen-fen 《Journal of Mountain Science》 SCIE CSCD 2013年第6期1008-1017,共10页
Rainfall erosivity in Tibet from 2000 to 2OlO was estimated based on simplified erosion prediction model using daily rainfall data derived from the Tropical Rainfall Measurement Misssion (TRMM) 3B42 rainfall measure... Rainfall erosivity in Tibet from 2000 to 2OlO was estimated based on simplified erosion prediction model using daily rainfall data derived from the Tropical Rainfall Measurement Misssion (TRMM) 3B42 rainfall measurement algorithm. Semi- monthly erosive rainfall and rainfall erosivity were validated using weather station data. The spatial distribution of annual rainfall erosivity as well as its seasonal and annual variation in Tibet was also examined. Results showed that TRMM 3B42 data could serve as an alternative data source to estimate rainfall erosivity in the area where only data from sparsely distributed weather stations are available. The spatial distribution of rainfall erosivity in Tibet generally resembles the distribution of multi-year average of annual rainfall. Annual rainfall erosivity in Tibet decreased from the southeast to the northwest. The concentration degree of rainfall erosivity shows an increasing trend from the southeast to the northwest. High rainfall erosivity accompanies low rainfall erosivity concentration degree and vice versa. Rainfall erosivity increased in the middle and western Tibet and decreased in the southeastern Tibet during the 11 years of this study. 展开更多
关键词 Rainfall erosivity TRMM 3B42 data TIBET Temporal distribution spatial distribution
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AN INTEGRATED DATA MODEL IN THREE DIMENSIONAL GIS 被引量:2
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作者 Gong Jianya Xia Zongguo 《Geo-Spatial Information Science》 1999年第1期1-8,15,共9页
The current GIS can only deal with 2-D or 2.5-D information on the earth surface. A new 3-D data structure and data model need to be designed for the 3-D GIS. This paper analyzes diverse 3-D spatial phenomena from min... The current GIS can only deal with 2-D or 2.5-D information on the earth surface. A new 3-D data structure and data model need to be designed for the 3-D GIS. This paper analyzes diverse 3-D spatial phenomena from mine to geology and their complicated relations, and proposes several new kinds of spatial objects including cross-section, column body and digital surface model to represent some special spatial phenomena like tunnels and irregular surfaces of an ore body. An integrated data structure including vector, raster and object-oriented data models is used to represent various 3-D spatial objects and their relations. The integrated data structure and object-oriented data model can be used as bases to design and realize a 3-D geographic information system. 展开更多
关键词 3-d GEOGRAPHIC INFORMATION system OBJECT-ORIENTED data model VECTOR RASTER
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A Preliminary Review on Three-Dimensional City Model 被引量:2
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作者 ZHOU Qiming Department of Geography ,Hong Kong Baptist University,KowloonTong HongKong. ZHANG Wenjiang 《Geo-Spatial Information Science》 2004年第2期79-88,共10页
In this paper a review on current research on 3DCM is presented, and an alternative approach by integrating the concepts and techniques of object\|oriented method and Computer Aided Design (CAD) is suggested. Through ... In this paper a review on current research on 3DCM is presented, and an alternative approach by integrating the concepts and techniques of object\|oriented method and Computer Aided Design (CAD) is suggested. Through the approach urban spatial entities as objects are extracted, which are represented with primary 3D elements (node, edge, face and body) and their combinations. In the light of the concept of object, the method supports the multiple representation of Level of Details (LOD). More importantly, topological relationships between objects are described so that 3D topological operations can be implemented. 展开更多
关键词 spatial data model urban GIS 3D city model object-oriented GIS
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浅谈可视化3维GIS 被引量:2
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作者 孙杭 孙芳 《测绘与空间地理信息》 2009年第4期131-132,共2页
根据目前3维GIS的相关发展情况,从3维可视化的表现形式、数据组织、关键技术等,简要介绍了3维GIS可视化技术。
关键词 3维地理信息系统 3维空间数据获取 3维建模 可视化
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Missing Data Imputations for Upper Air Temperature at 24 Standard Pressure Levels over Pakistan Collected from Aqua Satellite 被引量:4
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作者 Muhammad Usman Saleem Sajid Rashid Ahmed 《Journal of Data Analysis and Information Processing》 2016年第3期132-146,共16页
This research was an effort to select best imputation method for missing upper air temperature data over 24 standard pressure levels. We have implemented four imputation techniques like inverse distance weighting, Bil... This research was an effort to select best imputation method for missing upper air temperature data over 24 standard pressure levels. We have implemented four imputation techniques like inverse distance weighting, Bilinear, Natural and Nearest interpolation for missing data imputations. Performance indicators for these techniques were the root mean square error (RMSE), absolute mean error (AME), correlation coefficient and coefficient of determination ( R<sup>2</sup> ) adopted in this research. We randomly make 30% of total samples (total samples was 324) predictable from 70% remaining data. Although four interpolation methods seem good (producing <1 RMSE, AME) for imputations of air temperature data, but bilinear method was the most accurate with least errors for missing data imputations. RMSE for bilinear method remains <0.01 on all pressure levels except 1000 hPa where this value was 0.6. The low value of AME (<0.1) came at all pressure levels through bilinear imputations. Very strong correlation (>0.99) found between actual and predicted air temperature data through this method. The high value of the coefficient of determination (0.99) through bilinear interpolation method, tells us best fit to the surface. We have also found similar results for imputation with natural interpolation method in this research, but after investigating scatter plots over each month, imputations with this method seem to little obtuse in certain months than bilinear method. 展开更多
关键词 Missing data Imputations spatial Interpolation AQUA Satellite Upper Level Air Temperature AIRX3STML
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TWO NEW RECOGNITION METHODS FOR SPATIAL PLANAR POLYGONS
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作者 Cheng Yu (Department of Engineering ,NUAA 29 Yudao Street ,Nanjing 210016 .P.R.China) 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI 1994年第1期79-84,共6页
Two new recognition methods for the spatial planar POlygon using perspective invariants are presented. The corss-ratio (R c) of a vetex and the co-base area rotio (RA) of a edge in a spatial planar polygon are propose... Two new recognition methods for the spatial planar POlygon using perspective invariants are presented. The corss-ratio (R c) of a vetex and the co-base area rotio (RA) of a edge in a spatial planar polygon are proposed and used as the invariant primitive of the recognition eigenvector. The second distance error decision rule (SD EDR) estimating the relative error of RA is introduced also too. The mthods could recognize a spatial planar polygon with an arbitrary orientation through only a single perspective view. Experimental examples are gievn. 展开更多
关键词 pattern RECOGNITION perspective PROJECTION INVARIANTS 3-d RECOGNITION spatial PLANAR POLYGON
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Numerical modeling calculation for the spatial distribution characteristics of horizontal field transfer functions
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作者 龚绍京 陈化然 《Acta Seismologica Sinica(English Edition)》 EI CSCD 2001年第6期676-684,共9页
Applying 3-dimension finite difference method, the distribution characteristics of horizontal field transfer functions for rectangular conductor have been computed, and the law of distribution for Re-part and Im-part ... Applying 3-dimension finite difference method, the distribution characteristics of horizontal field transfer functions for rectangular conductor have been computed, and the law of distribution for Re-part and Im-part has been given. The influences of source field period, the conductivity, the buried depth and the length of the conductor on the transfer functions were studied. The extrema of transfer functions appear at the center, the four corners and around the edges of conductor, and move with the edges. This feature demonstrates that around the edges are best places for transfer functions' observation. 展开更多
关键词 numerical modeling 3-d finite difference method horizontal field transfer function spatial distribution characteristics
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Study on 3D Geological Model of Highway Tunnels Modeling Method
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作者 Kun ZHENG Fang ZHOU +1 位作者 Pei LIU Peng KAN 《Journal of Geographic Information System》 2010年第1期6-10,共5页
Geology is the base for highways and tunnels construction. With the fast development of national highway construction, highway tunnel construction project are more and more complex. The completeness and accuracy are e... Geology is the base for highways and tunnels construction. With the fast development of national highway construction, highway tunnel construction project are more and more complex. The completeness and accuracy are essential for the planning, design and construction of projects, while the ground information is quite poor in systematic, reliable and timely aspects. Therefore, the development of underground road tunnels, and the implementation of informationized spatial information management is urgent for highway construction. 3D geological tunnel model is intuitive, high efficient and convenience which greatly facilitates the maintenance and security of highway tunnels construction and it will be the trend for the future highway tunnel development. 展开更多
关键词 ORIENTED structure SEMANTIC TOPOLOGY RULE base 3D spatial data model
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