基于多尺度空间体元的地学三维可视化研究
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摘要
真三维是当前三维可视化技术研究的重点和难点,特别是多源、异构、多尺度的地学数据特征对具有真三维数据结构的三维可视化模型提出了更高要求,模型不仅要满足复杂地质空间的三维展示要求,还应支持地质空间分析。地学三维可视化由两部分内容组成,即地质实体可视化与地质场可视化。地质实体可视化是指包含地层、岩体、地质构造的空间形态的可视化;地质场可视化是指密度、孔隙度、电阻率、视磁化强度等地质属性空间分布特征的三维可视化。长期以来,人们忽略了地质场的三维可视化研究,已有的各种三维模型不适合地质场的三维表达,不能满足地质勘探的业务需求。为此,本论文对地质实体可视化与地质场可视化的理论与技术进行了详细的研究。有效的与地质、地球物理专业相结合。
1.提出了基于多尺度空间体元(Multi-Scale Spatial Voxel Volume)的真三维可视化实体模型
地学三维可视化的核心内容是数据模型,针对面模型、实体模型、面体混合模型等经典三维可视化建模方法在地学应用中的不足,在综合研究地质实体建模与地质场建模的础上,本文提出了基于多尺度空间体元(Multi-Scale Spatial Voxel Volume,下文简称M-S SVV)的真三维可视化实体模型,完善了M-S SVV的理论模型及数学定义,探讨了基于M-S SVV模型的地学空间分析,研究了数据体切片、地层分析、虚拟钻孔、地学度量等空间分析技术,为复杂地质体、地质场三维模型的建立、展示及空间分析建立了基础,有效的解决了地学数据的多源异构、多尺度问题。
2.讨论了地质体与地质场的建模方法
基于M-S SVV模型,初步建立了地层、岩体等复杂地质体的三维可视化建模方法;初步建立了视密度、视磁化强度等地质场的三维可视化建模方法。详细论述了地层三维建模、地质场信息提取、体元构建、地质实体模拟算法等关键技术,实现了相关算法,开发了相关程序,通过理论模型和实测数据的建模实验,验证了M-S SVV模型对复杂地质体、地质场的表征能力及适应性。
3.探讨了基于多尺度长方体元的M-S SVV的三维可视化技术
研究基于OpenGL的三维可视化技术,制定了三维可视化方案,设计了可视化模式。通过对各种模型的分析研究,为了解决地学数据的多尺度空间表达问题,提出了以多尺度长方体方式实现M-S SVV三维可视化的方法,并建立了空间规则网格--多尺度长方体的混合模型,以增强三维效果。
4.开发了三维建模与可视化软件
设计开发了基于M-S SVV模型的三维建模与可视化软件,基本实现了复杂地质体、地质场的三维建模与可视化,并对三维环境中的交互空间剖切技术、动态虚拟钻孔技术、地层分析技术、体元化技术等关键技术进行了分析研究,使软件不但具备了传统的三维空间描述功能,更拥有了快速的三维建模、可视化及空间分析功能。
通过实际地质资料的三维建模与可视化的应用研究,表明M-S SVV模型对地学数据有良好的适应性,能很好的满足地学空间的多尺度表达及分析的需求,为地学数据的展示、分析提供了一种有效的方法,能够为地质、地球物理等专业分析及建模提供基本的服务。
Real 3D is the emphasis and difficulty of current 3D visualization research, especially the characteristics of geologic data which is multi-source,different structure, multi-scale put forward higher demands to 3D visualizing model which has real 3D data structure,and the model not only meets the demands of 3D display of complex geological space, but also supports geologic spatial analysis.Geological 3D visualization comprises two parts, that are geological entity visualization and geological field visualization. Geological entity visualization is that the visualization which contains the spatial shape of stratum, rock, and geological structure, and geological field visualization is that the visualization of spatial distributing characteristics of geological attributes, such as density, porosity, resistivity, view magnetization and so on. For a long time, people neglect the 3D visualization study of geological field, so all kinds of existent 3D models are not suitable for the 3D expression of geological field and can not meet the professional demands of geology and exploration. As a result, the paper did a detailed study on the theory and technology of geological entity visualization and geological field visualization, combining with geology and geophysics effectively.
1. Putting forward real 3D visualizing entity model based on Multi-Scale Spatial Voxel Volume (M-S SVV for short).
The key content of geological 3D visualization model is data model, aiming at resolving the deficiencies that facial model, entity model, mixed model, and other classic 3D visualization model methods encountered in the application of the geologic 3D visualization, and this paper proposed the real 3D visualizing entity model based on the M-S SVV, which perfected the theoretical model and the mathematical definition of M-S SVV, discussed geologic spatial analysis,and studied spatial analytical technology such as data cutting, geological layer analysis,virtual drilling and geological calculation, established the foundation for building, displaying,and spatial analysis of 3D model of complex geological body and geological field, and solved the problem about multi-source, different structure, multi-scale of geological data.
2. Discussing the modeling methods of geological body and geological field.
This paper established 3D visualization modeling method of complex geological body such as stratum, rock and geological field such as density and magnetic density preliminarily. And detailedly discussed 3D modeling of multilayer interface, information extraction of geological field, simulating algorithm of geological entity and other key technologies. At the same time, achieved correlative algorithm, developed correlative programs, and validated the expressive capability and adaptability of M-S SVV model to complex geological body and geological field.
3. Discussing 3D visualization technology of M-S SVV based on multi-scale cuboid.
This paper constituted programmes of 3D visualization, and designed visualizing mode based on OpenGL.At the same time, put forward the method achieving 3D visualization of M-S SVV in the form of multi-scale cuboid in order to solve the problem about multi-scale spatial expression of geological data, and established mixed model of spatial regular grid and multi-scale cuboid so as to enhance 3D effects, through analyzing and studying all kinds of models.
4. Developing the software of 3D modeling and visualization.
The 3D modeling software and 3D visualization software were developed, which basically achieved the 3D modeling of complex geological bodies and geological field. The paper also studied the interactive spatial cutting, virtual drilling, and the analysis of geological layers.
Finally, the method was used in the actual geological data, and the testing results showed the M-S SVV model had a good adaptability for the geologic data, meeting the demands of the M-S expression and analysis in geologic space well, supplied an effective way for the displaying and analyzing of the geologic data, even provided the basical services for the professional analysis and modeling of geology, geophysics and other disciplines.
1.提出了基于多尺度空间体元(Multi-Scale Spatial Voxel Volume)的真三维可视化实体模型
地学三维可视化的核心内容是数据模型,针对面模型、实体模型、面体混合模型等经典三维可视化建模方法在地学应用中的不足,在综合研究地质实体建模与地质场建模的础上,本文提出了基于多尺度空间体元(Multi-Scale Spatial Voxel Volume,下文简称M-S SVV)的真三维可视化实体模型,完善了M-S SVV的理论模型及数学定义,探讨了基于M-S SVV模型的地学空间分析,研究了数据体切片、地层分析、虚拟钻孔、地学度量等空间分析技术,为复杂地质体、地质场三维模型的建立、展示及空间分析建立了基础,有效的解决了地学数据的多源异构、多尺度问题。
2.讨论了地质体与地质场的建模方法
基于M-S SVV模型,初步建立了地层、岩体等复杂地质体的三维可视化建模方法;初步建立了视密度、视磁化强度等地质场的三维可视化建模方法。详细论述了地层三维建模、地质场信息提取、体元构建、地质实体模拟算法等关键技术,实现了相关算法,开发了相关程序,通过理论模型和实测数据的建模实验,验证了M-S SVV模型对复杂地质体、地质场的表征能力及适应性。
3.探讨了基于多尺度长方体元的M-S SVV的三维可视化技术
研究基于OpenGL的三维可视化技术,制定了三维可视化方案,设计了可视化模式。通过对各种模型的分析研究,为了解决地学数据的多尺度空间表达问题,提出了以多尺度长方体方式实现M-S SVV三维可视化的方法,并建立了空间规则网格--多尺度长方体的混合模型,以增强三维效果。
4.开发了三维建模与可视化软件
设计开发了基于M-S SVV模型的三维建模与可视化软件,基本实现了复杂地质体、地质场的三维建模与可视化,并对三维环境中的交互空间剖切技术、动态虚拟钻孔技术、地层分析技术、体元化技术等关键技术进行了分析研究,使软件不但具备了传统的三维空间描述功能,更拥有了快速的三维建模、可视化及空间分析功能。
通过实际地质资料的三维建模与可视化的应用研究,表明M-S SVV模型对地学数据有良好的适应性,能很好的满足地学空间的多尺度表达及分析的需求,为地学数据的展示、分析提供了一种有效的方法,能够为地质、地球物理等专业分析及建模提供基本的服务。
Real 3D is the emphasis and difficulty of current 3D visualization research, especially the characteristics of geologic data which is multi-source,different structure, multi-scale put forward higher demands to 3D visualizing model which has real 3D data structure,and the model not only meets the demands of 3D display of complex geological space, but also supports geologic spatial analysis.Geological 3D visualization comprises two parts, that are geological entity visualization and geological field visualization. Geological entity visualization is that the visualization which contains the spatial shape of stratum, rock, and geological structure, and geological field visualization is that the visualization of spatial distributing characteristics of geological attributes, such as density, porosity, resistivity, view magnetization and so on. For a long time, people neglect the 3D visualization study of geological field, so all kinds of existent 3D models are not suitable for the 3D expression of geological field and can not meet the professional demands of geology and exploration. As a result, the paper did a detailed study on the theory and technology of geological entity visualization and geological field visualization, combining with geology and geophysics effectively.
1. Putting forward real 3D visualizing entity model based on Multi-Scale Spatial Voxel Volume (M-S SVV for short).
The key content of geological 3D visualization model is data model, aiming at resolving the deficiencies that facial model, entity model, mixed model, and other classic 3D visualization model methods encountered in the application of the geologic 3D visualization, and this paper proposed the real 3D visualizing entity model based on the M-S SVV, which perfected the theoretical model and the mathematical definition of M-S SVV, discussed geologic spatial analysis,and studied spatial analytical technology such as data cutting, geological layer analysis,virtual drilling and geological calculation, established the foundation for building, displaying,and spatial analysis of 3D model of complex geological body and geological field, and solved the problem about multi-source, different structure, multi-scale of geological data.
2. Discussing the modeling methods of geological body and geological field.
This paper established 3D visualization modeling method of complex geological body such as stratum, rock and geological field such as density and magnetic density preliminarily. And detailedly discussed 3D modeling of multilayer interface, information extraction of geological field, simulating algorithm of geological entity and other key technologies. At the same time, achieved correlative algorithm, developed correlative programs, and validated the expressive capability and adaptability of M-S SVV model to complex geological body and geological field.
3. Discussing 3D visualization technology of M-S SVV based on multi-scale cuboid.
This paper constituted programmes of 3D visualization, and designed visualizing mode based on OpenGL.At the same time, put forward the method achieving 3D visualization of M-S SVV in the form of multi-scale cuboid in order to solve the problem about multi-scale spatial expression of geological data, and established mixed model of spatial regular grid and multi-scale cuboid so as to enhance 3D effects, through analyzing and studying all kinds of models.
4. Developing the software of 3D modeling and visualization.
The 3D modeling software and 3D visualization software were developed, which basically achieved the 3D modeling of complex geological bodies and geological field. The paper also studied the interactive spatial cutting, virtual drilling, and the analysis of geological layers.
Finally, the method was used in the actual geological data, and the testing results showed the M-S SVV model had a good adaptability for the geologic data, meeting the demands of the M-S expression and analysis in geologic space well, supplied an effective way for the displaying and analyzing of the geologic data, even provided the basical services for the professional analysis and modeling of geology, geophysics and other disciplines.
引文
[1] Houlding S W .3D Geolscience Modeling-Computer techniques for geological characterization [M]. Berlin Heidelberg: Springer-Verlag, 1994.
[2]夏炎.三维矢量结构地质模型及其微机可视化图形显示系统研究[D].中国矿业大学,北京,1997.
[3]李青元,曹代勇,高文泰.基于体划分的三维矢量结构GIS拓扑关系[A],遥感在中国.测绘出版社,1996:348-353.
[4]曹代勇,穆宣社,傅正辉等.为现代化矿井建设服务的地质构造定量研究技术[A].世纪之交煤矿地质学术论文集.西安:西安地图出版社,1999.147-152.
[5]曾新平,杨自安,刘碧虹,张普斌,邹林.地质体三维可视化建模的技术方法研究[J].矿产与地质.2005.2 (1),103-105.
[6]徐立明,牛新生.地质体三维可视化模拟的现状与展望[J].西南民族大学学报自然科学版.2006(1).151-154.
[7]唐泽圣等.三维数据场可视化[A].北京,清华大学出版社,1999.
[8]朱大培,牛文杰,杨钦,熊璋,陈其明.地质构造的三维可视化[J].北京航空航天大学学报.2001.827卷第4期.448-451.
[9]张剑秋.三维地质建模与可视化系统开发研究[D].南京:南京大学计算机系,1998.
[10] Jessell M. Three-dimensional geological modeling of potential field data [J] Computers & Geosciences, 2001, 27(4): 455-465.
[11] Ehlen J, Harmon R S.GeoComp99: GeoComputation and the geosciences[J]. Computer & Geosciences, 2001, 27(8):1-2.
[12] Marschallinger R, Johnson S E. Guest editorial [J]. Computer & Geosciences, 2001, 27(4): 1-2.
[13]武强,徐华.三维地质建模与可视化方法研究[J].中国科学D辑地球科学2004, 34 (1):54-60.
[14]吴立新,沙从术.真三维地学模拟系统与水利工程应用[J].南水北调与水利科技,2003,1(2):20-25.
[15]李清泉,李德仁.三维空间数据模型集成的概念框架研究[J].测绘学报,1998,27(4):325-329.
[16] Bitzerk. Two-dimensional simulation of clastic and carbonate sedimentation, consolidation, subsidence, fluidflow, heatflowand solute transport during the formation of sedimentary basins[J]. Computer & Geosciences1999, 25(4): 431-447.
[17] Hu Jinxing, Wu Lixin, Gao Weizhen. Application study on volume visualization technique of 3D geo-science modeling[J]. Journal of China Coal Society, 1999, 24(4): 345-349(in Chinese).
[18] Zhang Yu, Bai Shiwei. An approach of 3D stratum modeling based on tri-prism volume elements[J]. Journal of Image and Graphics, 2001, 6(3): 285-290(in Chinese).
[19] Zhang Yu, Wen Guoqiang. Application of 3Dvolume visualization in geology of civil engineering[J]. Chinese Journal of Rock Mechanics and Engineering, 2002,21(4): 563-567(in Chinese).
[20] Qi Anwen, Wu lixin. Analogicttri prism: A new 3D geology spatial modeling method[J]. Journal of China Coal Society, 2002, 27(2): 158-163(in Chinese).
[21] Huang Wenjing, Tang Long, Tang Zesheng. Volume rendering and 3D interaction techniques for visualization of geological data[J]. Journal of Engineering Graphics,1998, 3: 60-66(in Chinese).
[22] Yu Wanrui, Li Chunhua. A design of application system of geophysical visualization in scientific computing[J].Computing Techniques for Geophysical and Geochemical Exploration, 1998, 20(3): 222-225(in Chinese).
[23]徐青.随市景观三维建模与可视化技术的研究与应用[A].第四届全国虚拟现实与可视化学术会议论文集,466-471.
[24]郑贵洲,申永利.地质特征三维分析及三维地质模拟现状研究[J].地球科学进展.2004,19(2):218-223.
[25]东凯,方裕.空间数据库模型概念与结构研究[J].地理信息世界,2004;2(2):8-16.
[26]Han Jiawei, Kamber M. Data Mining Concepts and Techniques[A]. Mechanic industry publishment, 2001: 28-120.
[27]Turner A K. Preface.In: Turner A K, eds. Three-Dimensional Modeling with Geoscientific Information Systems[J]. NATO ASI Series 354. Dordrecht: Kluwer Academic Publishers, 1992: 3-5.
[28] Turner A K. AchieJements of the workshop[J].In: Turner A K, eds. Three-Dimensional Modeling with Geoscientific Information Systems. NATO ASI Series 354. Dordrecht: Kluwer Academic Publishers, 1992:7-10.
[29] Rhind D W. Spatial data handling in the geoscience[J]. In:TurnerA K, eds. Three-Dimensional Modeling with Geoscientific Information Systems, NATO ASI Series 354. Dordrecht: Kluwer Academic Publishers, 1992:13-27.
[30] Kelk, B., 3-D modelling with geoscientific information systems[J]. In: Turner A K, eds. Three-dimensional Modelling with geoscienfific Information Systems (ed.A.K.Turner), Dordrecht:Kluwer Academic Publishers, 1992:29-37.
[31] Fisher T R, Wales R Q. Three-dimensional solid model of geo-objects using non-uniform rational B-splines (NURBS) [J]. In: Turner A K, eds. Three-Dimensional Modeling with Geo-scientific Information Systems, NATO ASI Series 354. Dordrecht: Kluwer Academic Publishers, 1992: 85-105.
[32] Belcher R C, Paradis A. A mapping approach to three-dimensional modeling[J]. In: Turner A K, eds. Three-Dimensional Modeling with Geoscientific Information Systems, NATO ASI Series 354. Dordrecht: Kluwer Academic Publishers, 1992: 107-122.
[33] MallAt J L. GOCAD: a computer aided design program for geological applications[J]. In: Turner A K, eds. Three-Dimensional Modeling with Geoscientific Information Systems, NATO ASI Series 354. Dordrecht: Kluwer Academic Publishers, 1992: 123-141.
[34] Raper J F. Key 3D modelling concepts for geoscientific analysis[J]. In: Turner A K, eds. Three-Dimensional Modeling with Geoscientific Information Systems, NATO ASI Series 354. Dordrecht: Kluwer Academic Publishers, 1992: 215-232.
[35] Brunet P.3-D structures for the encoding of geometry and internal properties[J]. In: Turner A K, eds. Three-Dimensional Modeling with Geoscientific Information Systems, NATO ASI Series 354.Dordrecht: Kluwer Academic Publishers, 1992: 159-188.
[36] Houlding S W. The application of new 3-D computer modeling techniques to mining[J]. In: Turner A K, eds. Three-Dimensional Modeling with Geoscientific Information Systems, NATO ASI Series 354. Dordrecht: Kluwer Academic Publishers, 1992: 303-325.
[37] Turner A K. Applications of three-dimensional geoscientific mapping and modelingsystems to hydrogeological studies[J].In: Turner A K, eds. Three-Dimensional Modeling with Geoscientific Information Systems, NATO ASI Series 354. Dordrecht: Kluwer Academic Publishers, 1992: 327-364.
[38] Houlding S W. 3D geoscience modeling-computer techniques for geological characterization[J]. Berlin: Springer-Verlag, 1994: 1-309(40-42, 75-77).
[39]王纯祥,白世伟,贺怀建.三维地层可视化中地质建模研究[J].岩石力学与工程学报,2003;22(10):1722-1726.
[40]胡金星,吴立新,高卫贞等.三维地学模拟体视化技术的应用研究[J].煤炭学报,1999;24(4):345-349.
[41]武强,徐华.三维地质建模与可视化方法研究[J].中国科学(D辑,地球科学),2004;34(2):54-60.
[42]曹代勇,李青元,朱小弟,等.地质构造三维可视化模型探讨[J].地质与勘探.2001; 37(4):60-62.
[43]曹代勇,王占刚.三维地质模型可视化中直接三维交互的实现[J].中国矿业大学学报,2004;33(4):384-387.
[44]徐能雄,何满潮,景海河.岩体结构三维构模技术及其可视化系统研制[J].岩土工程学报,2004;26(3):373-377.
[45]刘柞秋,周翠英,赵旭升等.三维地层模型及可视化技术研究[J].中山大学学报(自然科学版),2003;42(4):21-23.
[46]吴健生.地质体三维可视化及空间数据探索[D].中国科学院地理科学与资源研究所,北京:2001.
[47]陈佩佩,叶勇,张守仁.矿山工程软件Surpac Vision在煤矿中的应用[J].煤炭科学技术,2002;30(3):4-6.
[48]陈爱兵,秦德先,张学书等.基于MICROMINE矿床三维立体模型的应用[J].地质与勘探,2004;40(5):77-80.
[49]李海华,张瑞新.应用Surpac软件进行露天矿采矿工程的可视化[J].中国矿业,2004;13(1):64-65,72.
[50]齐安文,吴立新等.一种新的三维地学空间构模方法一类三棱柱法[J].煤炭学报,2002;27(2):158-163.
[51]齐安文.基于类三棱柱的三维地质模拟与三维拓扑研究[D].中国矿业大学(北京校区),北京:2002.1-117.
[52]程朋根,龚健雅,史文中等.基于似三棱柱体的地质体三维建模与应用研究[J].武汉大学学报(信息科学版),2004;29(7):602-607.
[53]李魁星.三维地质空间信息系统总体设计及可视化研究[D].北京大学,北京:2000:1-86.
[54]万剑华.城市三维地理信息系统的建模研究[D].武汉:武汉大学,2001.
[55]朱大培.三维地质建模和带权曲面限定Delaunay三角化的研究与实现[D].北京航空航天大学,北京:2002:1-147.
[56]郭加树.空间数据仓的构建及应用[D].中国石油大学(华东),东营,2007:1-136.
[57]张娜.基于GIS的二维地质建模研究与实现[D].中国石油大学(华东),东营,2007:1-82.
[2]夏炎.三维矢量结构地质模型及其微机可视化图形显示系统研究[D].中国矿业大学,北京,1997.
[3]李青元,曹代勇,高文泰.基于体划分的三维矢量结构GIS拓扑关系[A],遥感在中国.测绘出版社,1996:348-353.
[4]曹代勇,穆宣社,傅正辉等.为现代化矿井建设服务的地质构造定量研究技术[A].世纪之交煤矿地质学术论文集.西安:西安地图出版社,1999.147-152.
[5]曾新平,杨自安,刘碧虹,张普斌,邹林.地质体三维可视化建模的技术方法研究[J].矿产与地质.2005.2 (1),103-105.
[6]徐立明,牛新生.地质体三维可视化模拟的现状与展望[J].西南民族大学学报自然科学版.2006(1).151-154.
[7]唐泽圣等.三维数据场可视化[A].北京,清华大学出版社,1999.
[8]朱大培,牛文杰,杨钦,熊璋,陈其明.地质构造的三维可视化[J].北京航空航天大学学报.2001.827卷第4期.448-451.
[9]张剑秋.三维地质建模与可视化系统开发研究[D].南京:南京大学计算机系,1998.
[10] Jessell M. Three-dimensional geological modeling of potential field data [J] Computers & Geosciences, 2001, 27(4): 455-465.
[11] Ehlen J, Harmon R S.GeoComp99: GeoComputation and the geosciences[J]. Computer & Geosciences, 2001, 27(8):1-2.
[12] Marschallinger R, Johnson S E. Guest editorial [J]. Computer & Geosciences, 2001, 27(4): 1-2.
[13]武强,徐华.三维地质建模与可视化方法研究[J].中国科学D辑地球科学2004, 34 (1):54-60.
[14]吴立新,沙从术.真三维地学模拟系统与水利工程应用[J].南水北调与水利科技,2003,1(2):20-25.
[15]李清泉,李德仁.三维空间数据模型集成的概念框架研究[J].测绘学报,1998,27(4):325-329.
[16] Bitzerk. Two-dimensional simulation of clastic and carbonate sedimentation, consolidation, subsidence, fluidflow, heatflowand solute transport during the formation of sedimentary basins[J]. Computer & Geosciences1999, 25(4): 431-447.
[17] Hu Jinxing, Wu Lixin, Gao Weizhen. Application study on volume visualization technique of 3D geo-science modeling[J]. Journal of China Coal Society, 1999, 24(4): 345-349(in Chinese).
[18] Zhang Yu, Bai Shiwei. An approach of 3D stratum modeling based on tri-prism volume elements[J]. Journal of Image and Graphics, 2001, 6(3): 285-290(in Chinese).
[19] Zhang Yu, Wen Guoqiang. Application of 3Dvolume visualization in geology of civil engineering[J]. Chinese Journal of Rock Mechanics and Engineering, 2002,21(4): 563-567(in Chinese).
[20] Qi Anwen, Wu lixin. Analogicttri prism: A new 3D geology spatial modeling method[J]. Journal of China Coal Society, 2002, 27(2): 158-163(in Chinese).
[21] Huang Wenjing, Tang Long, Tang Zesheng. Volume rendering and 3D interaction techniques for visualization of geological data[J]. Journal of Engineering Graphics,1998, 3: 60-66(in Chinese).
[22] Yu Wanrui, Li Chunhua. A design of application system of geophysical visualization in scientific computing[J].Computing Techniques for Geophysical and Geochemical Exploration, 1998, 20(3): 222-225(in Chinese).
[23]徐青.随市景观三维建模与可视化技术的研究与应用[A].第四届全国虚拟现实与可视化学术会议论文集,466-471.
[24]郑贵洲,申永利.地质特征三维分析及三维地质模拟现状研究[J].地球科学进展.2004,19(2):218-223.
[25]东凯,方裕.空间数据库模型概念与结构研究[J].地理信息世界,2004;2(2):8-16.
[26]Han Jiawei, Kamber M. Data Mining Concepts and Techniques[A]. Mechanic industry publishment, 2001: 28-120.
[27]Turner A K. Preface.In: Turner A K, eds. Three-Dimensional Modeling with Geoscientific Information Systems[J]. NATO ASI Series 354. Dordrecht: Kluwer Academic Publishers, 1992: 3-5.
[28] Turner A K. AchieJements of the workshop[J].In: Turner A K, eds. Three-Dimensional Modeling with Geoscientific Information Systems. NATO ASI Series 354. Dordrecht: Kluwer Academic Publishers, 1992:7-10.
[29] Rhind D W. Spatial data handling in the geoscience[J]. In:TurnerA K, eds. Three-Dimensional Modeling with Geoscientific Information Systems, NATO ASI Series 354. Dordrecht: Kluwer Academic Publishers, 1992:13-27.
[30] Kelk, B., 3-D modelling with geoscientific information systems[J]. In: Turner A K, eds. Three-dimensional Modelling with geoscienfific Information Systems (ed.A.K.Turner), Dordrecht:Kluwer Academic Publishers, 1992:29-37.
[31] Fisher T R, Wales R Q. Three-dimensional solid model of geo-objects using non-uniform rational B-splines (NURBS) [J]. In: Turner A K, eds. Three-Dimensional Modeling with Geo-scientific Information Systems, NATO ASI Series 354. Dordrecht: Kluwer Academic Publishers, 1992: 85-105.
[32] Belcher R C, Paradis A. A mapping approach to three-dimensional modeling[J]. In: Turner A K, eds. Three-Dimensional Modeling with Geoscientific Information Systems, NATO ASI Series 354. Dordrecht: Kluwer Academic Publishers, 1992: 107-122.
[33] MallAt J L. GOCAD: a computer aided design program for geological applications[J]. In: Turner A K, eds. Three-Dimensional Modeling with Geoscientific Information Systems, NATO ASI Series 354. Dordrecht: Kluwer Academic Publishers, 1992: 123-141.
[34] Raper J F. Key 3D modelling concepts for geoscientific analysis[J]. In: Turner A K, eds. Three-Dimensional Modeling with Geoscientific Information Systems, NATO ASI Series 354. Dordrecht: Kluwer Academic Publishers, 1992: 215-232.
[35] Brunet P.3-D structures for the encoding of geometry and internal properties[J]. In: Turner A K, eds. Three-Dimensional Modeling with Geoscientific Information Systems, NATO ASI Series 354.Dordrecht: Kluwer Academic Publishers, 1992: 159-188.
[36] Houlding S W. The application of new 3-D computer modeling techniques to mining[J]. In: Turner A K, eds. Three-Dimensional Modeling with Geoscientific Information Systems, NATO ASI Series 354. Dordrecht: Kluwer Academic Publishers, 1992: 303-325.
[37] Turner A K. Applications of three-dimensional geoscientific mapping and modelingsystems to hydrogeological studies[J].In: Turner A K, eds. Three-Dimensional Modeling with Geoscientific Information Systems, NATO ASI Series 354. Dordrecht: Kluwer Academic Publishers, 1992: 327-364.
[38] Houlding S W. 3D geoscience modeling-computer techniques for geological characterization[J]. Berlin: Springer-Verlag, 1994: 1-309(40-42, 75-77).
[39]王纯祥,白世伟,贺怀建.三维地层可视化中地质建模研究[J].岩石力学与工程学报,2003;22(10):1722-1726.
[40]胡金星,吴立新,高卫贞等.三维地学模拟体视化技术的应用研究[J].煤炭学报,1999;24(4):345-349.
[41]武强,徐华.三维地质建模与可视化方法研究[J].中国科学(D辑,地球科学),2004;34(2):54-60.
[42]曹代勇,李青元,朱小弟,等.地质构造三维可视化模型探讨[J].地质与勘探.2001; 37(4):60-62.
[43]曹代勇,王占刚.三维地质模型可视化中直接三维交互的实现[J].中国矿业大学学报,2004;33(4):384-387.
[44]徐能雄,何满潮,景海河.岩体结构三维构模技术及其可视化系统研制[J].岩土工程学报,2004;26(3):373-377.
[45]刘柞秋,周翠英,赵旭升等.三维地层模型及可视化技术研究[J].中山大学学报(自然科学版),2003;42(4):21-23.
[46]吴健生.地质体三维可视化及空间数据探索[D].中国科学院地理科学与资源研究所,北京:2001.
[47]陈佩佩,叶勇,张守仁.矿山工程软件Surpac Vision在煤矿中的应用[J].煤炭科学技术,2002;30(3):4-6.
[48]陈爱兵,秦德先,张学书等.基于MICROMINE矿床三维立体模型的应用[J].地质与勘探,2004;40(5):77-80.
[49]李海华,张瑞新.应用Surpac软件进行露天矿采矿工程的可视化[J].中国矿业,2004;13(1):64-65,72.
[50]齐安文,吴立新等.一种新的三维地学空间构模方法一类三棱柱法[J].煤炭学报,2002;27(2):158-163.
[51]齐安文.基于类三棱柱的三维地质模拟与三维拓扑研究[D].中国矿业大学(北京校区),北京:2002.1-117.
[52]程朋根,龚健雅,史文中等.基于似三棱柱体的地质体三维建模与应用研究[J].武汉大学学报(信息科学版),2004;29(7):602-607.
[53]李魁星.三维地质空间信息系统总体设计及可视化研究[D].北京大学,北京:2000:1-86.
[54]万剑华.城市三维地理信息系统的建模研究[D].武汉:武汉大学,2001.
[55]朱大培.三维地质建模和带权曲面限定Delaunay三角化的研究与实现[D].北京航空航天大学,北京:2002:1-147.
[56]郭加树.空间数据仓的构建及应用[D].中国石油大学(华东),东营,2007:1-136.
[57]张娜.基于GIS的二维地质建模研究与实现[D].中国石油大学(华东),东营,2007:1-82.
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