Acta Geodaetica et Cartographica Sinica ›› 2021, Vol. 50 ›› Issue (8): 995-1005.doi: 10.11947/j.AGCS.2021.20210235
• Smart Surveying and Mapping • Next Articles
CHEN Jun1, LIU Wanzeng1, WU Hao1, LI Songnian2, YAN Li3
Received:
2021-05-05
Revised:
2021-05-17
Published:
2021-08-24
Supported by:
CLC Number:
CHEN Jun, LIU Wanzeng, WU Hao, LI Songnian, YAN Li. Smart surveying and mapping: fundamental issues and research agenda[J]. Acta Geodaetica et Cartographica Sinica, 2021, 50(8): 995-1005.
[1] 王之卓. 当代测绘学科的发展[J]. 测绘学报, 1998, 27(4):283-286. WANG Zhizhuo. Development of surveying and mapping[J]. Acta Geodaetica et Cartographica Sinica, 1998, 27(4):283-286. [2] 宁津生, 王正涛. 从测绘学向地理空间信息学演变历程[J]. 测绘学报, 2017, 46(10):1213-1218. DOI:10.11947/j.AGCS.2017.20170375. NING Jinsheng, WANG Zhengtao. Progresses from surveying and mapping to geomatics[J]. Acta Geodaetica et Cartographica Sinica, 2017, 46(10):1213-1218. DOI:10.11947/j.AGCS.2017.20170375. [3] GAGNON P, COLEMAN D J. Geomatics an integrated, systemic approach to meet the needs for spatial information[J]. CISM Journal, 1990, 44(4):377-382. [4] 陈军. 论数字化地理空间基础框架的建设与应用[J]. 测绘工程, 2002, 11(3):1-6. CHEN Jun. Discussing the development and application of digital geo-spatial framework[J]. Engineering of Surveying and Mapping, 2002, 11(3):1-6. [5] 陈军, 李志林, 蒋捷, 等. 基础地理数据库的持续更新问题[J]. 地理信息世界, 2004, 2(5):1-5. CHEN Jun, LI Zhilin, JIANG Jie, et al. Key issues of continuous updating of geo-spatial databases[J]. Geomatics World, 2004, 2(5):1-5. [6] 王之卓. 全数字化自动测图系统的研究方案(讨论稿)[J]. 武汉测绘科技大学学报, 1998, 23(4):287-293. WANG Zhizhuo. Research program of fully digital automatic mapping system (a discussion paper)[J]. Journal of Wuhan Technical University of Surveying and Mapping, 1998, 23(4):287-293. [7] 张祖勋, 林宗坚. 摄影测量测图的全数字化道路[J]. 武汉大学学报(信息科学版), 1985(3):13-18. ZHANG Zuxun, LIN Zongjian. A digital way for photogrammetric mapping[J]. Geomatics and Information Science of Wuhan University, 1985(3):13-18. [8] 刘先林. 数控测图仪的DEM国际试验结果[J]. 武汉测绘学院学报, 1985(3):25-32. LIU Xianlin. A report on the participation of a DEM international experiment by the use of a home-made computer controlled digital mapping system[J]. Journal of Wuhan Technical University of Surveying and Mapping, 1985(3):25-32. [9] 潘正风. 大比例尺数字测图[M]. 北京:测绘出版社, 1996. PAN Zhengfeng. Large-scale digital mapping[M]. Beijing:Surveying and Mapping Press, 1996. [10] 林宗坚. "4D"技术及其应用[J]. 测绘工程, 1997, 6(3):1-5. LIN Zongjian. The technology of DEM, DOQ, DRG, DLG and its application[J]. Engineering of Surveying and Mapping, 1997, 6(3):1-5. [11] 李德仁. 论RS, GPS与GIS集成的定义, 理论与关键技术[J]. 遥感学报, 1997, 1(1):64-68. LI Deren. On definition, theory and key technics of the integration of GPS, RS and GIS[J]. Journal of Remote Sensing, 1997, 1(1):64-68. [12] 陈俊勇. 面向数字中国建设中国的现代测绘基准——对我国"十五"大地测量工作的思考和建议[J]. 测绘通报, 2001(3):1-3. CHEN Junyong. Digital China-oriented construction of China's modern geodatic datum[J]. Bulletin of Surveying and Mapping, 2001(3):1-3. [13] 张祖勋. 从数字摄影测量工作站(DPW)到数字摄影测量网格(DPGrid)[J]. 武汉大学学报(信息科学版), 2007, 32(7):565-571. ZHANG Zuxun. From digital photogrammetry workstation (DPW) to digital photogrammetry grid (DPGrid)[J]. Geomatics and Information Science of Wuhan University, 2007, 32(7):565-571. [14] WOLF P R. Surveying and mapping:history, current status, and future projections[J]. Journal of Surveying Engineering, 2002, 128(3):79-107. [15] OLALEYE J B, ABIODUN O E, OLUSINA J O, et al. Surveyors and the challenges of digital surveying and mapping technology[J]. Surveying and Land Information Science, 2011, 71(1):3-11. [16] 杨凯. 建立我国数字化测绘技术体系的有关问题[M]. 测绘遥感信息工程国家重点实验室年报(1990-1991). 武汉. 1992. YANG Kai. Some issues related to the establishment of China's digital surveying and mapping technology system[M]. Annual Report of State Key Laborary of Information Engineering in Surveying, Mapping and Remote Sensing (1990-1991). Wuhan. 1992. [17] 李德仁. 从测绘学到地球空间信息智能服务科学[J]. 测绘学报, 2017, 46(10):1207-1212. DOI:10.11947/j.AGCS.2017.20170263. LI Deren. From geomatics to geospatial intelligent service science[J]. Acta Geodaetica et Cartographica Sinica, 2017, 46(10):1207-1212. DOI:10.11947/j.AGCS.2017.20170263. [18] 刘经南, 高柯夫. 智能时代测绘与位置服务领域的挑战与机遇[J]. 武汉大学学报(信息科学版), 2017, 42(11):1506-1517. LIU Jingnan, GAO Kefu. Challenges and opportunities for mapping and surveying and location based service in the age of intelligence[J]. Geomatics and Information Science of Wuhan University, 2017, 42(11):1506-1517. [19] 陈军, 刘万增, 武昊, 等. 基础地理知识服务的基本问题与研究方向[J]. 武汉大学学报(信息科学版), 2019, 44(1):38-47. CHEN Jun, LIU Wanzeng, WU Hao, et al. Basic issues and research agenda of geospatial knowledge service[J]. Geomatics and Information Science of Wuhan University, 2019, 44(1):38-47. [20] 王家耀. 时空大数据时代的地图学[J]. 测绘学报, 2017, 46(10):1226-1237. DOI:10.11947/j.AGCS.2017.20170308. WANG Jiayao. Cartography in the age of spatio-temporal big data[J]. Acta Geodaetica et Cartographica Sinica, 2017, 46(10):1226-1237. DOI:10.11947/j.AGCS.2017.20170308. [21] 宁津生. 测绘科学与技术转型升级发展战略研究[J]. 武汉大学学报(信息科学版), 2019, 44(1):1-9. NING Jinsheng. Research on the development strategy of surveying and mapping science and technology transformation and upgrading[J]. Geomatics and Information Science of Wuhan University, 2019, 44(1):1-9. [22] BROUWER T, KOEVA M, VAN OOSTEROM P, et al. Smart surveyors:developments and trends from the FIG working week 2020[M]. GIM International, 2020. [23] 王之卓. 摄影测量原理[M]. 武汉:武汉大学出版社, 2007. WANG Zhizhuo. The Principles of photogrammetry[M]. Wuhan:Wuhan University Press, 2007. [24] 宁津生, 邱卫根, 陶本藻. 地球重力场模型理论[M]. 武汉:武汉测绘科技大学出版社, 1990. NING Jinsheng, QIU Weigen, TAO Benzao. The theory of gravity field model of the earth[M]. Wuhan:Wuhan Technical University of Surveying and Mapping Press, 1990. [25] 周忠谟, 易杰军. GPS卫星测量原理与应用[M]. 北京:测绘出版社, 1992. ZHOU Zhongmo, YI Jiejun. Principles and applications of GPS satellite surveying[M]. Beijing:Surveying and Mapping Press, 1992. [26] 杨元喜. 抗差估计理论及其应用[M]. 北京:八一出版社, 1993. YANG Yuanxi. The theory of robust estimation and its applications[M]. Beijing:Bayi Press, 1993. [27] 边馥苓. 地理信息系统原理和方法[M]. 北京:测绘出版社, 1996. BIAN Fuling. Principles and methods of geographic information system[M]. Beijing:Surveying and Mapping Press, 1996. [28] 张祖勋, 张剑清. 数字摄影测量学[M]. 武汉:武汉大学出版社, 1997. ZHANG Zuxun, ZHANG Jianqing. Digital photogrammetry[M]. Wuhan:Wuhan University Press, 1997. [29] 刘经南, 陈俊勇, 张燕平. 广域差分GPS原理和方法[M]. 北京:测绘出版社, 1999. LIU Jingnan, CHEN Junyong, ZHANG Yanping. Principles and methods of wide area differential GPS[M]. Beijing:Surveying and Mapping Press, 1999. [30] 郭仁忠. 空间分析[M]. 2版. 北京:高等教育出版社, 2001. GUO Renzhong. Spacial analysis[M]. 2rd ed. Beijing:Higher Education Press, 2001. [31] 陈军. Voronoi动态空间数据模型[M]. 北京:测绘出版社, 2002. CHEN Jun. Voronoi dynamic spatial data model[M]. Beijing:Surveying and Mapping Press, 2002. [32] 李建成, 陈俊勇, 宁津生, 等. 地球重力场逼近理论与中国2000似大地水准面的确定[M]. 武汉:武汉大学出版社, 2003. LI Jiancheng, CHEN Junyong, NING Jinsheng, et al. The Earth's gravitational field approximation theory and the determination of China 2000 Quasi-geoid[M]. Wuhan:Wuhan University Press, 2003. [33] 李志林, 朱庆. 数字高程模型[M]. 2版. 武汉:武汉大学出版社, 2003. LI Zhilin, ZHU Qing. Digital elevation model[M]. 2nd ed. Wuhan:Wuhan University Press, 2003. [34] 吴立新, 史文中. 地理信息系统原理与算法[M]. 北京:科学出版社, 2003. WU Lixin, SHI Wenzhong. Principles and algorithms of geoinformation system[M]. Beijing:Science Press, 2003. [35] 潘正风, 程效军, 王腾军, 等. 数字测图原理与方法[M]. 武汉:武汉大学出版社, 2004. PAN Zhengfeng, CHENG Xiaojun, WANG Tengjun, et al. Principles and methods of digital mapping[M]. Wuhan:Wuhan University Press, 2004. [36] 杨元喜. 自适应动态导航定位[M]. 北京:测绘出版社, 2006. YANG Yuanxi. Adaptive navigation and kinematic positioning[M]. Beijing:Surveying and Mapping Press, 2006. [37] 王家耀, 李志林, 武芳. 数字地图综合进展[M]. 北京:科学出版社, 2011. WAO Jiayao, LI Zhilin, WU Fang. Advances in digital map generalization[M]. Beijing:Science Press, 2011. [38] 陈军, 陈晋, 廖安平. 全球地表覆盖遥感制图[M]. 北京:科学出版社, 2016. CHEN Jun, CHEN Jin, LIAO Anping. Remote sensing mapping of global land cover[M]. Beijing:Science Press, 2016. [39] LINDER W. Digital photogrammetry:theory and applications[M]. Berlin:Springer Science & Business Media, 2013. [40] PUENTE I, GONZÁLEZ-JORGE H, MARTÍNEZ-SÁNCHEZ J, et al. Review of mobile mapping and surveying technologies[J]. Measurement, 2013, 46(7):2127-2145. [41] 刘建军, 陈军, 王东华, 等. 等高线邻接关系的表达及应用研究[J]. 测绘学报, 2004, 33(2):174-178. LIU Jianjun, CHEN Jun, WANG Donghua, et al. The study of description and application of contour adjacency relationship[J]. Acta Geodaetica et Cartographica Sinica, 2004, 33(2):174-178. [42] CHEN Jun, LIU Wanze, LI Zhilin, et al. Detection of spatial conflicts between rivers and contours in digital map updating[J]. International Journal of Geographical Information Science, 2007, 21(10):1093-1114. [43] 刘万增, 陈军, 邓喀中, 等. 数据库更新中河流与山谷线一致性检测[J]. 中国图象图形学报, 2008, 13(5):1003-1008. LIU Wanzeng, CHEN Jun, DENG Kazhong, et al. Detecting the spatial inconsistency between the updated rivers and valleys[J]. Journal of Image and Graphics, 2008, 13(5):1003-1008. [44] 刘万增, 陈军, 邓喀中, 等. 线线空间关系描述的拓扑链模型[J]. 中国矿业大学学报, 2010, 39(1):75-79. LIU Wanzeng, CHEN Jun, DENG Kazhong, et al. A topology chain model for describing line-line spatial relations[J]. Journal of China University of Mining & Technology, 2010, 39(1):75-79. [45] 陈军, 王东华, 商瑶玲, 等. 国家1:50000数据库更新工程总体设计研究与技术创新[J]. 测绘学报, 2010, 39(1):7-10. CHEN Jun, WANG Donghua, SHANG Yaoling, et al. Master design and technical development for national 1:50000 topographic database updating engineering in China[J]. Acta Geodaetica et Cartographica Sinica, 2010, 39(1):7-10. [46] 陈军, 王东华, 商瑶玲, 等. 国家基础地理信息更新技术体系与工程应用[J]. 中国科技成果, 2015(2):68-69. CHEN Jun, WANG Donghua, SHANG Yaoling, et al. The technology system for updating of national fundamental geographic information and its engineering application in China[J]. China Science and Technology Achievements, 2015(2):68-69. [47] 任加新, 刘万增, 李志林, 等. 利用卷积神经网络进行"问题地图"智能检测[J]. 武汉大学学报(信息科学版), 2021, 46(4):570-577. REN Jiaxin, LIU Wanzeng, LI Zhilin, et al. Intelligent detection of "Problematic Map" using convolutional neural network[J]. Geomatics and Information Science of Wuhan University, 2021, 46(4):570-577. [48] GARDNER H. Multiple intelligences[M]. Minnesota Center for Arts Education, 1992. [49] 汪镭, 康琦, 吴启迪. 自然计算——人工智能的有效实施模式[J]. 系统工程理论与实践, 2007, 27(5):126-134. WANG Lei, KANG Qi, WU Qidi. Nature-inspired computation:effective realization of artificial intelligence[J]. Systems Engineering-Theory & Practice, 2007, 27(5):126-134. [50] 康琦, 安静, 汪镭, 等. 自然计算的研究综述[J]. 电子学报, 2012, 40(3):548-558. KANG Qi, AN Jing, WANG Lei, et al. Nature-inspired computation:a survey[J]. Acta Electronica Sinica, 2012, 40(3):548-558. [51] 钟义信. 人工智能:概念·方法·机遇[J]. 科学通报, 2017, 62(22):2473-2479. ZHONG Yixin. Artificial intelligence:concept, approach and opportunity[J]. Chinese Science Bulletin, 2017, 62(22):2473-2479. [52] 周济, 周艳红, 王柏村, 等. 面向新一代智能制造的人-信息-物理系统(HCPS)[J]. Engineering, 2019, 5(4):71-97. ZHOU Ji, ZHOU Yanhong, WANG Baicun, et al. Human-Cyber-Physical Systems (HCPSs) in the context of new-generation intelligent manufacturing[J]. Engineering, 2019, 5(4):71-97. [53] 骆剑承, 吴田军, 夏列钢. 遥感图谱认知理论与计算[J]. 地球信息科学学报, 2016, 18(5):578-589. LUO Jiancheng, WU Tianjun, XIA Liegang. The theory and calculation of spatial-spectral cognition of remote Sensing[J]. Journal of Geo-information Science, 2016, 18(5):578-589. [54] 王国胤, 李帅, 杨洁. 知识与数据双向驱动的多粒度认知计算[J]. 西北大学学报(自然科学版), 2018, 48(4):488-500. WANG Guoyin, LI Shuai, YANG Jie. A multi-granularity cognitive computing model bidirectionally driven by knowledge and data[J]. Journal of Northwest University(Natural Science Edition), 2018, 48(4):488-500. [55] LI Zhilin, OPENSHAW S. A natural principle for the objective generalization of digital maps[J]. Cartography and Geographic Information Systems, 1993, 20(1):19-29. [56] LI Zhilin, SU Bo. Algebraic models for feature displacement in the generalization of digital map data using morphological techniques[J]. Cartographica:The International Journal for Geographic Information and Geovisualization, 1995, 32(3):39-56. [57] LI Zhilin. Algorithmic foundation of multi-scale spatial representation[M]. Boca Raton:CRC Press, 2006. [58] 陈军. DTM在改善遥感影象分类精度中的应用[J]. 武汉大学学报(信息科学版), 1984, 9(1):69-81. CHEN Jun. The application of DTM in improving classification accuracy of remote sensing imagery[J]. Geomatics and Information Science of Wuhan University, 1984, 9(1):69-81. [59] 李小文, 王锦地, 胡宝新, 等. 先验知识在遥感反演中的作用[J]. 中国科学(D辑), 1998, 28(1):67-72. LI Xiaowen, WANG Jindi, HU Baoxin, et al. Role of prior knowledge in remote sensing inversion[J]. Science in China (Series D:Earth Sciences), 1998, 28(1):67-72. [60] 陈军, 陈晋, 廖安平, 等. 全球30m地表覆盖遥感制图的总体技术[J]. 测绘学报, 2014, 43(6):551-557. DOI:10.13485/jc.nki1.1-20892.0140.089. CHEN Jun, CHEN Jin, LIAO Anping, et al. Concepts and key techniques for 30m global land cover mapping[J]. Acta Geodaetica et Cartographica Sinica, 2014, 43(6):551-557. DOI:10.13485/jc.nki1.1-20892.0140.089. [61] HAN Gang, CHEN Jun, HE Chaoying, et al. A web-based system for supporting global land cover data production[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 2015, 103:66-80. [62] 张委伟, 陈军, 廖安平, 等. 顾及多元知识的GlobeLand30检核优化模型[J]. 中国科学(地球科学), 2016, 46(9):1149-1161. ZHANG Weiwei, CHEN Jun, LIAO Anping, et al. Geospatial knowledge-based verification and improvement of GlobeLand30[J]. Science China Earth Sciences, 2016, 59(9):1709-1719. [63] 龚健雅, 季顺平. 摄影测量与深度学习[J]. 测绘学报, 2018, 47(6):693-704. DOI:10.11947/j.AGCS.2018.20170640. GONG Jianya, JI Shunping. Photogrammetry and deep learning[J]. Acta Geodaetica et Cartographica Sinica, 2018, 47(6):693-704. DOI:10.11947/j.AGCS.2018.20170640. [64] BUDJAČ R, NIKMON M, SCHREIBER P, et al. Automated machine learning overview[J]. Research Papers Faculty of Materials Science and Technology Slovak University of Technology, 2019, 27(45):107-112. [65] 程学旗, 梅宏, 赵伟, 等. 数据科学与计算智能:内涵, 范式与机遇[J]. 中国科学院院刊, 2020, 35(12):1470-1481. CHENG Xueqi, MEI Hong, ZHAO Wei, et al. Data science and computing intelligence:concept, paradigm, and opportunities[J]. Bulletin of Chinese Academy of Sciences, 2020, 35(12):1470-1481. [66] KENNEDY J. Swarm intelligence[M]//ZOMAYA A Y. Handbook of Nature-Inspired and Innovative Computing. Boston:Springer, 2006:187-219. [67] 周晓光, 赵肄江. 众源地理数据的质量问题与研究进展[J]. 地理信息世界, 2020, 27(1):1-7. ZHOU Xiaoguang, ZHAO Yijiang. Issues and advances of crowdsourcing geographic data quality[J]. Geomatics World, 2020, 27(1):1-7. [68] 陈军, 张俊, 张委伟, 等. 地表覆盖遥感产品更新完善的研究动向[J]. 遥感学报, 2016, 20(5):991-1001. CHEN Jun, ZHANG Jun, ZHANG Weiwei, et al. Continous updating and refinement of land cover data product[J]. Journal of Remote Sensing, 2016, 20(5):991-1001. [69] 龚健雅, 张翔, 向隆刚, 等. 智慧城市综合感知与智能决策的进展及应用[J]. 测绘学报, 2019, 48(12):1482-1497. DOI:10.11947/j.AGCS.2019.20190464. GONG Jianya, ZHANG Xiang, XIANG Longgang, et al. Progress and applications for integrated sensing and intelligent decision in smart city[J]. Acta Geodaetica et Cartographica Sinica, 2019, 48(12):1482-1497. DOI:10.11947/j.AGCS.2019.20190464. [70] 涂伟, 曹劲舟, 高琦丽, 等. 融合多源时空大数据感知城市动态[J]. 武汉大学学报(信息科学版), 2020, 45(12):1875-1883. TU Wei, CAO Jinzhou, GAO Qili, et al. Sensing urban dynamics by fusing multi-sourced spatiotemporal big data[J]. Geomatics and Information Science of Wuhan University, 2020, 45(12):1875-1883. [71] 刘瑜, 康朝贵, 王法辉. 大数据驱动的人类移动模式和模型研究[J]. 武汉大学学报(信息科学版), 2014, 39(6):660-666. LIU Yu, KANG Chaogui, WANG Fahui. Towards big data-driven human mobility patterns and models[J]. Geomatics and Information Science of Wuhan University, 2014, 39(6):660-666. [72] 王家耀, 谢明霞. 地理国情与复杂系统[J]. 测绘学报, 2016, 45(1):1-8. DOI:10.11947/j.AGCS.2016.20150350. WANG Jiayao, XIE Mingxia. Geographical national condition and complex system[J]. Acta Geodaetica et Cartographica Sinica, 2016, 45(1):1-8. DOI:10.11947/j.AGCS.2016.20150350. [73] 郭仁忠, 罗婷文. 土地资源智能管控[J]. 科学通报, 2019, 64(21):2166-2171. GUO Renzhong, LUO Tingwen. Intelligent management and control for land resources[J]. Chinese Science Bulletin, 2019, 64(21):2166-2171. [74] 杨宇, 李小云, 董雯, 等. 中国人地关系综合评价的理论模型与实证[J]. 地理学报, 2019, 74(6):1063-1078. YANG Yu, LI Xiaoyun, DONG Wen, et al. Comprehensive evaluation on China's man-land relationship:theoretical model and empirical study[J]. Acta Geographica Sinica, 2019, 74(6):1063-1078. [75] 刘建军, 陈军, 张俊, 等. 智能化时代下的地理信息动态监测[J]. 武汉大学学报(信息科学版), 2019, 44(1):92-96. LIU Jianjun, CHEN Jun, ZHANG Jun, et al. Geographic information dynamic monitoring in intelligent era[J]. Geomatics and Information Science of Wuhan University, 2019, 44(1):92-96. [76] 李建成. 数字改变世界[J]. 中国建设信息化, 2019(23):44-45. LI Jiancheng. Digital change the world[J]. Informatization of China Construction, 2019(23):44-45. [77] 闫利, 李建成. 测绘类专业的"新工科"建设思考[J]. 测绘通报, 2020(12):148-154. DOI:10.13474/j.cnki.11-2246.2020.0411. YAN Li, LI Jiancheng. The emerging engineering education construction for surveying and mapping specialty[J]. Bulletin of Surveying and Mapping, 2020(12):148-154. DOI:10.13474/j.cnki.11-2246.2020.0411. [78] 刘经南, 郭文飞, 郭迟, 等. 智能时代泛在测绘的再思考[J]. 测绘学报, 2020, 49(4):403-414. DOI:10.11947/j.AGCS.2020.20190539. LIU Jingnan, GUO Wenfei, GUO Chi, et al. Rethinking ubiquitous mapping in the intelligent age[J]. Acta Geodaetica et Cartographica Sinica, 2020, 49(4):403-414. DOI:10.11947/j.AGCS.2020.20190539. [79] 郭仁忠, 林浩嘉, 贺彪, 等. 面向智慧城市的GIS框架[J]. 武汉大学学报(信息科学版), 2020, 45(12):1829-1835. GUO Renzhong, LIN Haojia, HE Biao, et al. GIS framework for smart cities[J]. Geomatics and Information Science of Wuhan University, 2020, 45(12):1829-1835. [80] 虞崇胜. 知识体系的形成须遵循其发展规律[J]. 探索与争鸣, 2020(9):14-16. YU Chongsheng. The formation of the knowledge system should follow the rules of its development[J]. Exploration and free views, 2020(9):14-16. [81] 张兵. 遥感大数据时代与智能信息提取[J]. 武汉大学学报(信息科学版), 2018, 43(12):1861-1871. ZHANG Bing. Remotely sensed big data era and intelligent information extraction[J]. Geomatics and Information Science of Wuhan University, 2018, 43(12):1861-1871. [82] 魏东升, 周晓光. 遥感影像变化检测样本自动抽样[J]. 遥感学报, 2019, 23(3):464-475. WEI Dongsheng, ZHOU Xiaoguang. Automatic sampling of remote sensing image change detection samples based on prior information of vector data[J]. Journal of Remote Sensing, 2019, 23(3):464-475. [83] XING Huaqiao, CHEN Jun, WU Hao, et al. A service relation model for web-based land cover change detection[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 2017, 132:20-32. [84] 邢华桥. 面向地表覆盖变化检测的服务关系模型与方法研究[J]. 测绘学报, 2018, 47(9):1291. DOI:10.11947/j.AGCS.2018.20170523. XING Huaqiao. Modeling and methods of service relation for land cover change detection[J]. Acta Geodaetica et Cartographica Sinica, 2018, 47(9):1291. DOI:10.11947/j.AGCS.2018.20170523. [85] 陈军, 武昊, 李松年, 等. 面向大数据时代的地表覆盖动态服务计算[J]. 测绘科学技术学报, 2013, 30(4):369-374. CHEN Jun, WU Hao, LI Songnian, et al. Services oriented dynamic computing for land cover big data[J]. Journal of Geomatics Science and Technology, 2013, 30(4):369-374. [86] 陈军, 武昊, 李松年. 全球地表覆盖领域服务计算的研究进展——以GlobeLand 30为例[J]. 测绘学报, 2017, 46(10):1526-1533. DOI:10.11947/j.AGCS.2017.20170411. CHEN Jun, WU Hao, LI Songnian. Research progress of global land domain service computing:take GlobeLand 30 as an example[J]. Acta Geodaetica et Cartographica Sinica, 2017, 46(10):1526-1533. DOI:10.11947/j.AGCS.2017.20170411. [87] 邢华桥, 侯东阳, 于明洋, 等. 基于约束规则的变化检测处理服务链动态生成[J]. 地理与地理信息科学, 2019, 35(4):9-14. XING Huaqiao, HOU Dongyang, YU Mingyang, et al. Constraint rule-based service chain dynamic generation for land cover change detection[J]. Geography and Geo-Information Science, 2019, 35(4):9-14. [88] CHEN Jun, LI Songnian, WU Hao, et al. Towards a collaborative global land cover information service[J]. International Journal of Digital Earth, 2017, 10(4):356-370. [89] 侯东阳, 武昊, 陈军. 时空数据Web搜索的研究进展[J]. 地理信息世界, 2020, 27(4):1-12, 21. HOU Dongyang, WU Hao, CHEN Jun. Research progress on searching spatiotemporal data from web[J]. Geomatics World, 2020, 27(4):1-12, 21. [90] 杨元喜. 综合PNT体系及其关键技术[J]. 测绘学报, 2016, 45(5):505-510. DOI:10.11947/j.AGCS.2016.20160127. YANG Yuanxi. Concepts of comprehensive PNT and related key technologies[J]. Acta Geodaetica et Cartographica Sinica, 2016, 45(5):505-510. DOI:10.11947/j.AGCS.2016.20160127. [91] 杨军, 曹筵东, 孙光才, 等. 基于多卫星分布式数据处理系统的高分三号卫星数据实时处理方法(英文)[J]. 中南大学学报, 2020, 27(3):842-852. YANG Jun, Cao Yandong, SUN Guangcai, et al. GF-3 data real-time processing method based on multi-satellite distributed data processing system[J]. Journal of Central South University, 2020, 27(3):842-852. [92] 张永军, 张祖勋, 龚健雅. 天空地多源遥感数据的广义摄影测量学[J]. 测绘学报, 2021, 50(1):1-11. DOI:10.11947/j.AGCS.2021.20200245. ZHANG Yongjun, ZHANG Zuxun, GONG Jianya. Generalized photogrammetry of spaceborne, airborne and terrestrial multi-source remote sensing datasets[J]. Acta Geodaetica et Cartographica Sinica, 2021, 50(1):1-11. DOI:10.11947/j.AGCS.2021.20200245. [93] 付东杰, 肖寒, 苏奋振, 等. 遥感云计算平台发展及地球科学应用[J]. 遥感学报, 2021, 25(1):220-230. FU Dongjie, XIAO Han, SU Fenzhen, et al. Remote sensing cloud computing platform development and earth science application[J]. Journal of Remote Sensing, 2021, 25(1):220-230. [94] 苏奋振, 吴文周, 张宇, 等. 从地理信息系统到智能地理系统[J]. 地球信息科学学报, 2020, 22(1):2-10. SU Fenzhen, WU Wenzhou, ZHANG Yu, et al. From geographic information system to intelligent geographic system[J]. Journal of Geo-Information Science, 2020, 22(1):2-10. [95] 熊伟. 人工智能对测绘科技若干领域发展的影响研究[J]. 武汉大学学报(信息科学版), 2019, 44(1):101-105,138. XIONG Wei. Influence of artificial intelligence on the development of some fields of surveying and mapping technology[J]. Geomatics and Information Science of Wuhan University, 2019, 44(1):101-105, 138. [96] 高井祥, 王坚, 李增科. 智能背景下测绘科技发展的几点思考[J]. 武汉大学学报(信息科学版), 2019, 44(1):55-61. GAO Jingxiang, WANG Jian, LI Zengke. Challenges for the development of surveying and mapping technology in the age of intelligence[J]. Geomatics and Information Science of Wuhan University, 2019, 44(1):55-61. [97] 申家双, 葛忠孝, 陈长林. 我国海洋测绘研究进展[J]. 海洋测绘, 2018, 38(4):1-10, 21. SHEN Jiashuang, GE Zhongxiao, CHEN Changlin. Research progress of China's hydrographic surveying and charting[J]. Hydrographic Surveying and Charting, 2018, 38(4):1-10, 21. [98] DOLD J, GROOPMAN J. The future of geospatial intelligence[J]. Geo-spatial Information Science, 2017, 20(2):151-162. [99] 宋关福, 卢浩, 王晨亮, 等. 人工智能GIS软件技术体系初探[J]. 地球信息科学学报, 2020, 22(1):76-87. SONG Guanfu, LU Hao, WANG Chenliang, et al. A tentative study on system of software technology for artificial intelligence GIS[J]. Journal of Geo-Information Science, 2020, 22(1):76-87. [100] BURCH T. Yes, you can use your smartphone[J]. GPS World, 2019, 30(5):28-35. |
[1] | CHEN Ruizhi, QIAN Long, NIU Xiaoguang, XU Shihao, CHEN Liang, QIU Chao. Fusing acoustic ranges and inertial sensors using a data and model dual-driven approach [J]. Acta Geodaetica et Cartographica Sinica, 2022, 51(7): 1160-1171. |
[2] | TANG Xinming, WANG Hongyan. Establishment and application of China civil optical satellite surveying and mapping products [J]. Acta Geodaetica et Cartographica Sinica, 2022, 51(7): 1386-1397. |
[3] | YANG Bisheng, CHEN Chi, DONG Zhen. 3D geospatial information extraction of urban objects for smart surveying and mapping [J]. Acta Geodaetica et Cartographica Sinica, 2022, 51(7): 1476-1484. |
[4] | LIU Jingnan, LUO Yarong, GUO Chi, GAO Kefu. PNT intelligence and intelligent PNT [J]. Acta Geodaetica et Cartographica Sinica, 2022, 51(6): 811-828. |
[5] | YANG Yuanxi, REN Xia, WANG Jianrong. Development of integrated and intelligent surveying and mapping satellite project with corresponding key technology [J]. Acta Geodaetica et Cartographica Sinica, 2022, 51(6): 854-861. |
[6] | GUO Huadong, WU Wenjin, ZHANG Ke, LI Xinwu. New generation SAR for Earth environment observation [J]. Acta Geodaetica et Cartographica Sinica, 2022, 51(6): 862-872. |
[7] | WANG Mi, WU Qianyu. Key problems of remote sensing images intelligent service for constellation [J]. Acta Geodaetica et Cartographica Sinica, 2022, 51(6): 1008-1016. |
[8] | ZHU Qing, ZHANG Liguo, DING Yulin, HU Han, GE Xuming, LIU Mingwei, WANG Wei. From real 3D modeling to digital twin modeling [J]. Acta Geodaetica et Cartographica Sinica, 2022, 51(6): 1040-1049. |
[9] | LI Junsheng, GAO Min, ZHANG Bing, ZHANG Fangfang, WANG Shenglei, YIN Ziyao, XIE Ya. Smartphone photo based water quality monitoring algorithm and application [J]. Acta Geodaetica et Cartographica Sinica, 2022, 51(4): 568-576. |
[10] | HAO Tong, WANG Xiaofeng, FENG Tiantian, LU Ping, QIAO Gang, XIE Huan, LI Rongxing. Intelligent and multi-scale surveying of key areas and processes of the Earth system [J]. Acta Geodaetica et Cartographica Sinica, 2021, 50(8): 1084-1095. |
[11] | ZHANG Guangyun, ZHANG Rongting, DAI Qionghai, CHEN Jun, PAN Yunhe. The direction of integration surveying and mapping geographic information and artificial intelligence 2.0 [J]. Acta Geodaetica et Cartographica Sinica, 2021, 50(8): 1096-1108. |
[12] | LI Tao, TANG Xinming, GAO Xiaoming, CHEN Qianfu, ZHANG Xiang. Analysis and outlook of the operational topographic surveying and mapping capability of the SAR satellites [J]. Acta Geodaetica et Cartographica Sinica, 2021, 50(7): 891-904. |
[13] | PENG Zihan, GAO Chengfa, LIU Yongsheng, ZHANG Ruicheng, SHANG Rui. Variational mode decomposition method for estimation of GNSS data quality from a smartphone [J]. Acta Geodaetica et Cartographica Sinica, 2021, 50(4): 475-486. |
[14] | CHEN Ruizhi, GUO Guangyi, YE Feng, QIAN Long, XU Shihao, LI Zheng. Tightly-coupled integration of acoustic signal and MEMS sensors on smartphones for indoor positioning [J]. Acta Geodaetica et Cartographica Sinica, 2021, 50(2): 143-152. |
[15] | LI Deren, HONG Yong, WANG Mi, TANG Luliang, CHEN Liang. What can surveying and remote sensing do for intelligent driving? [J]. Acta Geodaetica et Cartographica Sinica, 2021, 50(11): 1421-1431. |
Viewed | ||||||
Full text |
|
|||||
Abstract |
|
|||||