
测绘学报 ›› 2025, Vol. 54 ›› Issue (4): 650-660.doi: 10.11947/j.AGCS.2025.20240422
刘纪平1(
), 周婷婷2(
), 刘坡1, 徐胜华1, 王勇1, 翟亮1, 王琢璐3, 祁俊杰3, 马梦赫3
收稿日期:2024-10-14
出版日期:2025-05-30
发布日期:2025-05-30
通讯作者:
周婷婷
E-mail:liujip@casm.ac.cn;1182638905@qq.com
作者简介:刘纪平(1967—),男,博士,研究员,研究方向为时空大数据分析与挖掘、政府地理信息服务、应急地理信息服务、实景三维中国等。 E-mail:liujip@casm.ac.cn
基金资助:
Jiping LIU1(
), Tingting ZHOU2(
), Po LIU1, Shenghua XU1, Yong WANG1, Liang ZHAI1, Zhuolu WANG3, Junjie QI3, Menghe MA3
Received:2024-10-14
Online:2025-05-30
Published:2025-05-30
Contact:
Tingting ZHOU
E-mail:liujip@casm.ac.cn;1182638905@qq.com
About author:LIU Jiping (1967—), male, PhD, researcher, majors in spatio-temporal big data analysis and mining, geospatial big data for e-government, government geographic information services, emergency geographic information services, real scene 3D reconstruction of China, et al. E-mail: liujip@casm.ac.cn
Supported by:摘要:
地理实体建模作为实景三维中国建设的核心任务和关键内容,是对现实世界中的几何空间及其关联的属性、关系进行抽象和数字化并建立实景三维模型的过程。从实景三维中国建设与应用视角对地理实体建模技术和方法进行了深入思考和总结:分二维平面、三维表面、实景三维3个阶段梳理了地理实体建模的发展演进过程;阐述了实景三维地理实体建模的内涵与外延,并回顾了地理实体建模的研究进展,包括地理实体几何建模、属性建模、关系建模和时序建模;以地理实体时序管理、时空关联技术应用为例,介绍了实景三维地理实体建模应用情况;围绕地理实体跨域协同交互融合建模、全空间一体化统一建模、多粒度全景化关联建模、自适应智能化时序建模等方向,对实景三维地理建模技术进行了展望。
中图分类号:
刘纪平, 周婷婷, 刘坡, 徐胜华, 王勇, 翟亮, 王琢璐, 祁俊杰, 马梦赫. 实景三维地理实体建模的思考与实践[J]. 测绘学报, 2025, 54(4): 650-660.
Jiping LIU, Tingting ZHOU, Po LIU, Shenghua XU, Yong WANG, Liang ZHAI, Zhuolu WANG, Junjie QI, Menghe MA. Reflections and practices in 3D realistic geospatial scene geographic entity modeling[J]. Acta Geodaetica et Cartographica Sinica, 2025, 54(4): 650-660.
| [1] | 朱庆. 三维GIS及其在智慧城市中的应用[J]. 地球信息科学学报, 2014, 16(2): 151-157. |
| ZHU Qing. Full three-dimensional GIS and its key roles in smart city[J]. Journal of Geo-information Science, 2014, 16(2): 151-157. | |
| [2] | 王明爽, 卢廷军. 面向智慧城市的数字孪生实景三维建模方法研究[J]. 测绘与空间地理信息, 2024, 47(8): 89-92, 96. |
| WANG Mingshuang, LU Tingjun. Research on realistic 3D modelling method of digital twin oriented smart city construction[J]. Geomatics & Spatial Information Technology, 2024, 47(8): 89-92, 96. | |
| [3] | 张周平, 黄嫚, 张春奎, 等. 实景三维地理实体数据建设关键技术研究与实践[J]. 测绘科学, 2024, 49(6): 161-168. |
| ZHANG Zhouping, HUANG Man, ZHANG Chunkui, et al. Research and practice on the construction for construction of 3D real scene geo-entity data[J]. Science of Surveying and Mapping, 2024, 49(6): 161-168. | |
| [4] | 陈军, 刘建军, 田海波. 实景三维中国建设的基本定位与技术路径[J]. 武汉大学学报(信息科学版), 2022, 47(10): 1568-1575. |
| CHEN Jun, LIU Jianjun, TIAN Haibo. Basic directions and technological path for building 3D realistic geospatial scene in China[J]. Geomatics and Information Science of Wuhan University, 2022, 47(10): 1568-1575. | |
| [5] |
朱庆, 张利国, 丁雨淋, 等. 从实景三维建模到数字孪生建模[J]. 测绘学报, 2022, 51(6): 1040-1049. DOI:.
doi: 10.11947/j.AGCS.2022.20210640 |
|
ZHU Qing, ZHANG Liguo, DING Yulin, et al. From real 3D modeling to digital twin modeling[J]. Acta Geodaetica et Cartographica Sinica, 2022, 51(6): 1040-1049. DOI:.
doi: 10.11947/j.AGCS.2022.20210640 |
|
| [6] | 龚健雅, 夏宗国. 矢量与栅格集成的三维数据模型[J]. 武汉测绘科技大学学报, 1997, 22(1): 7-15. |
| GONG Jianya, XIA Zongguo. An integrated data model in three dimensional GIS[J]. Journal of Wuhan Technical University of Surveying and Mapping, 1997, 22(1): 7-15. | |
| [7] | KAVOURAS M, MASRY S E. An information system for geosciences: design considerations[EB/OL]. [2024-05-20]. https://cartogis.org/docs/proceedings/archive/auto-carto-8/pdf/an-information-system-for-geosciences-design-considerations.pdf. |
| [8] | COUCLELIS H. People manipulate objects (but cultivate fields): beyond the raster-vector debate in GIS[C]//Proceedings of 1992 Theories and Methods of Spatio-temporal Reasoning in Geographic Space. Berlin: Springer, 1992: 65-77. |
| [9] | 边馥苓, 傅仲良, 胡自锋. 面向目标的栅格矢量一体化三维数据模型[J]. 武汉测绘科技大学学报, 2000, 25(4): 294-298. |
| BIAN Fuling, FU Zhongliang, HU Zifeng. An object-oriented integrative 3D data model[J]. Journal of Wuhan Technical University of Surveying and Mapping, 2000, 25(4): 294-298. | |
| [10] | SEQUEIRA V, GONCALVES J G M. 3D reality modelling: photo-realistic 3D models of real world scenes[C]//Proceedings of 2002 International Symposium on 3D Data Processing Visualization and Transmission. Padua: IEEE, 2022: 776-783. |
| [11] | MAO Bo, BAN Yifang, LAUMERT B. Dynamic online 3D visualization framework for real-time energy simulation based on 3D tiles[J]. ISPRS International Journal of Geo-Information, 2020, 9(3): 166. |
| [12] | LE H V, TAKASU A. G-HBase: a high performance geographical database based on HBase[J]. IEICE Transactions on Information and Systems, 2018, E101-D(4): 1053-1065. |
| [13] | 傅伯杰. 地理学:从知识、科学到决策[J]. 地理学报, 2017, 72(11): 1923-1932. |
| FU Bojie. Geography: from knowledge, science to decision making support[J]. Acta Geographica Sinica, 2017, 72(11): 1923-1932. | |
| [14] | 王卷乐, 李凯, 严欣荣, 等. 地理要素分类机器学习方法发展与前景[J]. 遥感学报, 2023, 27(8): 1757-1768. |
| WANG Juanle, LI Kai, YAN Xinrong, et al. Development and prospects of machine learning methods in geographic elements classification[J]. National Remote Sensing Bulletin, 2023, 27(8): 1757-1768. | |
| [15] | YUAN M. Representing complex geographic phenomena in GIS[J]. Cartography and Geographic Information Science, 2001, 28(2): 83-96. |
| [16] | 闾国年, 俞肇元, 周良辰, 等. 地理实体分类与编码体系的构建[J]. 现代测绘, 2019, 42(1): 1-6. |
| LÜ Guonian, YU Zhaoyuan, ZHOU Liangchen, et al. Construction of geographical entity classification and coding system[J]. Modern Surveying and Mapping, 2019, 42(1): 1-6. | |
| [17] | 燕琴, 翟亮, 刘坡. 实景三维中国建设关键技术研究综述[J]. 测绘科学, 2023, 48(7): 1-9. |
| YAN Qin, ZHAI Liang, LIU Po. Review on the key technologies of 3D real scene construction in China[J]. Science of Surveying and Mapping, 2023, 48(7): 1-9. | |
| [18] | 陈旻, 闾国年, 周成虎, 等. 面向新时代地理学特征研究的地理建模与模拟系统发展及构建思考[J]. 中国科学:地球科学, 2021, 51(10): 1664-1680. |
| CHEN Min, LÜ Guonian, ZHOU Chenghu, et al. Geographic modeling and simulation systems for geographic research in the new era: some thoughts on their development and construction[J]. Science China (Earth Sciences), 2021, 64(8): 1207-1223. | |
| [19] | 舒振宇, 杨思鹏, 辛士庆, 等. 基于分层学习的三维模型兴趣点提取算法[J]. 计算机辅助设计与图形学学报, 2020, 32(2): 222-232. |
| SHU Zhenyu, YANG Sipeng, XIN Shiqing, et al. Detecting 3D points of interest using hierarchical training strategy[J]. Journal of Computer-Aided Design & Computer Graphics, 2020, 32(2): 222-232. | |
| [20] | 何慧, 杜国政. 基于车载激光扫描点云数据的道路边线提取方法研究[J]. 测绘与空间地理信息, 2024, 47(7): 207-210, 214. |
| HE Hui, DU Guozheng. Research on road edge extraction method based on vehicle-borne laser scanning point cloud data[J]. Geomatics & Spatial Information Technology, 2024, 47(7): 207-210, 214. | |
| [21] | SHEN Tao, ZHANG Huabin, HUO Liang, et al. Spatial data fusion model design and research for an underground pipeline in urban environment scene modeling[J]. Applied Sciences, 2024, 14(15): 6760. |
| [22] | 宋素素. 无人机遥感城市地块高精度DEM建模方法研究[D]. 淮南: 安徽理工大学, 2021. |
| SONG Susu. Research on modeling method of high-precision DEM for urban plots by UAV remote sensing[D]. Huainan: Anhui University of Science & Technology, 2021. | |
| [23] | 杨永林, 刘东, 刘洋, 等. 实景三维建模中的建筑物mesh模型立面修整[J]. 测绘通报, 2023(10): 154-157. |
| YANG Yonglin, LIU Dong, LIU Yang, et al. Building mesh model facade trimming in real 3D modeling[J]. Bulletin of Surveying and Mapping, 2023(10): 154-157. | |
| [24] | 史与正, 陈梦华, 黄煜, 等. 实景三维模型的建筑物单体模型框架搭建[J]. 测绘通报, 2023(6): 161-166. |
| SHI Yuzheng, CHEN Menghua, HUANG Yu, et al. The construction of building monomer model framework based on real scene 3D model[J]. Bulletin of Surveying and Mapping, 2023(6): 161-166. | |
| [25] | YANG Yongquan, KONG Dehui, CAO Min, et al. GEUKE: a geographic entities uniformly explicit knowledge embedding model[J]. Transactions in GIS, 2024, 28(5): 1313-1325. |
| [26] | GAO Xueyao, LI Kaipeng, ZHANG Chunxiang, et al. 3D model classification based on Bayesian classifier with AdaBoost[J]. Discrete Dynamics in Nature and Society, 2021, 2021: 2154762. |
| [27] | MA Rui, CHEN Jiayu, YANG Chendi, et al. OSMsc: a framework for semantic 3D city modeling using OpenStreetMap[J]. International Journal of Geographical Information Science, 2024, 38(1): 1-26. |
| [28] | WENG Zhengping, HE Zhenwen, WU Chonglong. Fast modeling method for three-dimensional entity of mass underground spatial data[C]//Proceedings of 2010 International Conference on Geoinformatics. Beijing: IEEE, 2010: 1-4. |
| [29] | LEE J, KWAN M P. A combinatorial data model for representing topological relations among 3D geographical features in micro-spatial environments[J]. International Journal of Geographical Information Science, 2005, 19(10): 1039-1056. |
| [30] | 刘晰, 耿丽丽, 刘建川, 等. 基础地理实体关系设计与试验[J]. 测绘科学, 2023, 48(3): 30-39. |
| LIU Xi, GENG Lili, LIU Jianchuan, et al. Design and experiment of fundamental geo-entity relationship[J]. Science of Surveying and Mapping, 2023, 48(3): 30-39. | |
| [31] | GONG Qi, GUO Ning, XIONG Wei, et al. A spatio-temporal data model of geographic entities[C]//Proceedings of 2018 International Conference on Geoinformatics. Kunming: IEEE, 2018: 1-6. |
| [32] | ZHANG Jincheng, WILLIS A R. Bridging formal shape models and deep learning: a novel fusion for understanding 3D objects[J]. Sensors, 2024, 24(12): 3874. |
| [33] | CHAU V T N, CHITTAYASOTHORN S. A conceptual schema-based temporal meta database schemas generation technique for 3D objects[J]. Knowledge and Information Systems, 2010, 24(1): 113-147. |
| [34] | JAILLOT V, SERVIGNE S, GESQUIÈRE G. Delivering time-evolving 3D city models for web visualization[J]. International Journal of Geographical Information Science, 2020, 34(10): 2030-2052. |
| [35] | ZHANG Kai, CHEN Mengyuan, FENG Shaokai, et al. Effects of coal mining disturbance on spatial and temporal distribution of soil water content in Northwest China: based on 3D EBK model[J]. Hydrological Processes, 2024, 38(9): e15277. |
| [36] | WANG Aili, WANG Shunsheng, LIU Tengfei, et al. Spatial-temporal evolution analysis and deep learning inversion of water- carbon-three-dimensional ecological footprint of urban agglomeration in the middle reaches of the Yangtze River[J]. Desalination and Water Treatment, 2023, 290: 193-200. |
| [37] | QIU Yuxuan, XU Suchen, XIAO Wu, et al. Urban concrete forest: China's 3D urban expansion over the last three decades[J]. Journal of Urban Planning and Development, 2024, 150(1): 04024003. |
| [38] | HE Hongmei, ZHOU Di, SHENG Min, et al. Hierarchical cross-domain satellite resource management: an intelligent collaboration perspective[J]. IEEE Transactions on Communications, 2023, 71(4): 2201-2215. |
| [39] | LI Yuejin, CHEN Shengpeng, HWANG K, et al. Spatio-temporal data fusion techniques for modeling digital twin city[J/OL]. Geo-spatial Information Science, 2024: 1-24[2024-05-20]. https://doi.org/10.1080/10095020.2024.2350175. |
| [40] | 何开全, 彭文, 陈贵花, 等. 二三维海陆一体综合信息平台设计与实现[J]. 测绘地理信息, 2022, 47(1): 47-50. |
| HE Kaiquan, PENG Wen, CHEN Guihua, et al. Design and implementation of 2D and 3D sea-land integrated information platform[J]. Journal of Geomatics, 2022, 47(1): 47-50. | |
| [41] | 马茂鑫, 张健钦, 崔晓琛, 等. 一种面向道路养护的多粒度时空对象模型研究[J]. 测绘科学, 2023, 48(10): 206-215. |
| MA Maoxin, ZHANG Jianqin, CUI Xiaochen, et al. Research on multi-granularity spatio-temporal object model for road maintenance[J]. Science of Surveying and Mapping, 2023, 48(10): 206-215. | |
| [42] | GAUTIER C, DELANOY J, GESQUIERE G. Representation of urban geometry evolution through space-time cube[C]//Proceedings of 2023 International Conference Information Visualisation. Tampere: IEEE, 2023: 414-419. |
| [43] | STANCZAK A, MOORE A B. An artistic perspective on individual space-time flows[J]. International Journal of Cartography, 2024, 10(2): 229-246. |
| [1] | 季顺平, 刘瑾, 高建, 龚健雅. 多视影像深度学习密集匹配三维重建智能框架[J]. 测绘学报, 2025, 54(9): 1633-1646. |
| [2] | 林浩嘉, 郭仁忠, 贺彪, 蒯希, 马丁, 李程鹏. 视觉感知导向的实景三维建筑场景LOD自适应可视化[J]. 测绘学报, 2025, 54(6): 1054-1070. |
| [3] | 王庆栋, 王腾飞, 张力. 面向实景三维的点云跨模态对比掩码自编码预训练方法[J]. 测绘学报, 2025, 54(4): 675-687. |
| [4] | 陈军, 田海波, 高崟, 张元杰, 刘万增, 武昊, 张宏伟, 黄蔚, 刘建军. 实景三维中国的总体架构与主体技术[J]. 测绘学报, 2025, 54(4): 636-649. |
| [5] | 赵学胜, 谢文澜, 孙文彬. 空间格网互操作的研究进展与关键问题[J]. 测绘学报, 2025, 54(10): 1727-1740. |
| [6] | 马威, 涂强, 潘建平, 赵立都, 涂伟, 李清泉. 桥梁实景三维高斯辐射场建模[J]. 测绘学报, 2024, 53(9): 1694-1705. |
| [7] | 魏东, 刘欣怡, 张永军. 多视影像三维线云重建技术及其智能化发展展望[J]. 测绘学报, 2024, 53(6): 1025-1036. |
| [8] | 肖腾, 王鑫, 梅熙, 叶志伟, 颜青松, 邓非. 摄影测量局部场景稳健合并的并行式运动恢复结构方法[J]. 测绘学报, 2024, 53(2): 332-343. |
| [9] | 王大力, 童晓冲, 孟丽, 雷毅, 郭从洲, 张有为. 文本中空间信息的结构化建模与语义定位[J]. 测绘学报, 2023, 52(8): 1398-1410. |
| [10] | 蒋萌, 杨春成, 尚海滨, 秦志龙, 王泽凡. 地理实体与重叠空间关系联合抽取的改进CasRel模型法[J]. 测绘学报, 2023, 52(8): 1387-1397. |
| [11] | 凌朝阳, 李锐, 吴华意, 李江, 桂志鹏. 语义驱动的地理实体关联网络构建与知识服务[J]. 测绘学报, 2023, 52(3): 478-489. |
| [12] | 张荣庭, 张广运, 尹继豪. 复杂城市动态图卷积网络三维场景语义分割法[J]. 测绘学报, 2023, 52(10): 1703-1713. |
| [13] | 朱庆, 张利国, 丁雨淋, 胡翰, 葛旭明, 刘铭崴, 王玮. 从实景三维建模到数字孪生建模[J]. 测绘学报, 2022, 51(6): 1040-1049. |
| [14] | 李清泉, 黄惠, 姜三, 胡庆武, 于文率. 优视摄影测量方法及精度分析[J]. 测绘学报, 2022, 51(6): 996-1007. |
| [15] | 李德仁. 展望5G/6G时代的地球空间信息技术[J]. 测绘学报, 2019, 48(12): 1475-1481. |
| 阅读次数 | ||||||
|
全文 |
|
|||||
|
摘要 |
|
|||||