Big Earth Data: a new challenge and opportunity for Digital Earth's development

被引:85
|
作者
Guo, Huadong [1 ,2 ]
Liu, Zhen [1 ,2 ]
Jiang, Hao [1 ,2 ]
Wang, Changlin [1 ,2 ]
Liu, Jie [1 ,2 ]
Liang, Dong [1 ]
机构
[1] Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Beijing, Peoples R China
[2] Int Soc Digital Earth, Beijing, Peoples R China
关键词
Digital Earth; Big Earth Data; data-intensive science; knowledge discovery; global change; FRAMEWORK; CLOUD;
D O I
10.1080/17538947.2016.1264490
中图分类号
P9 [自然地理学];
学科分类号
0705 ; 070501 ;
摘要
Digital Earth has seen great progress during the last 19 years. When it entered into the era of big data, Digital Earth developed into a new stage, namely one characterized by Big Earth Data', confronting new challenges and opportunities. In this paper we give an overview of the development of Digital Earth by summarizing research achievements and marking the milestones of Digital Earth's development. Then, the opportunities and challenges that Big Earth Data faces are discussed. As a data-intensive scientific research approach, Big Earth Data provides a new vision and methodology to Earth sciences, and the paper identifies the advantages of Big Earth Data to scientific research, especially in knowledge discovery and global change research. We believe that Big Earth Data will advance and promote the development of Digital Earth.
引用
收藏
页码:1 / 12
页数:12
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