The direction of integration surveying and mapping geographic information and artificial intelligence 2.0

被引：0
|
作者：
Zhang G. [1 ,3 ]
Zhang R. [3 ]
Dai Q. [4 ]
Chen J. [5 ]
Pan Y. [1 ,2 ]
机构：
[1] Chinese Academy of Engineering, Beijing
[2] Zhejiang University, Hangzhou
[3] Nanjing Tech University, Nanjing
[4] Tsinghua University, Beijing
[5] National Geomatics Center of China, Ministry of National Resource of the People's Republic of China, Beijing
来源：
Cehui Xuebao/Acta Geodaetica et Cartographica Sinica | 2021年 / 50卷 / 08期
关键词：
Indoor and outdoor integrated intelligent navigation; Intelligent natural resource management; New generation artificial intelligence; Surveying and mapping geographic information;
D O I：
10.11947/j.AGCS.2021.20210200
中图分类号：
学科分类号：
摘要：
In the artificial intelligence (AI) 2.0 era, based on the analysis of the development status of surveying and mapping geographic information, the driving force of promoting surveying and mapping geographic information to the era of intelligence 2.0 is studied, and the key tasks of building the surveying and mapping geographic information 2.0 era are proposed. In terms of basic theories, it is proposed that the breakthroughs of theories should be made in the twin environment of spatiotemporal big data, the knowledge graph of spatiotemporal information, the true three-dimensional deep neural network, the dynamic prediction and reasoning of spatiotemporal big data, etc. In terms of key technologies, the methods are emphasized, integrating the five intelligent technologies containing big data intelligence, cross-media intelligence, crowd intelligence, hybrid-augmented intelligence and autonomous unmanned system with surveying and mapping geographic information. In terms of platform, the important role and construction method of software and hardware platform of intelligent surveying and mapping geographic information are emphasized. At the end, taking the intelligent monitoring of natural resources and indoor-outdoor integrated intelligent navigation as a typical case, the practical application of related theories, technologies and platforms in surveying and mapping geographic information industry is analyzed. Through the discussion of this paper, the connotation, key content and path of the surveying and mapping geographic information enabled by AI are clarified, providing a kind of thinking for surveying and mapping geographic information industry to move towards the new era of intelligence 2.0. © 2021, Surveying and Mapping Press. All right reserved.
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页码：1096 / 1108
页数：12
相关论文
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