Remote sensing big data computing: Challenges and opportunities
文献类型：期刊论文
| 作者 | Ma, Yan1; Wu, Haiping1; Wang, Lizhe1; Huang, Bormin1; Ranjan, Rajiv1; Zomaya, Albert1; Jie, Wei1 |
| 刊名 | FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF GRID COMPUTING AND ESCIENCE
 |
| 出版日期 | 2015 |
| 卷号 | 51页码:276-289 |
| 关键词 | Remote sensing data processing Big data Data-intensive computing |
| 通讯作者 | Wang, LZ (reprint author), Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Beijing, Peoples R China. |
| 英文摘要 | As we have entered an era of high resolution earth observation, the RS data are undergoing an explosive growth. The proliferation of data also give rise to the increasing complexity of RS data, like the diversity and higher dimensionality characteristic of the data. RS data are regarded as RS "Big Data". Fortunately, we are witness the coming technological leapfrogging. In this paper, we give a brief overview on the Big Data and data-intensive problems, including the analysis of RS Big Data, Big Data challenges, current techniques and works for processing RS Big Data. (C) 2014 Elsevier B.V. All rights reserved. |
| 研究领域[WOS] | Computer Science, Theory & Methods |
| 收录类别 | SCI ; EI |
| 语种 | 英语 |
| WOS记录号 | WOS:000357544500006 |
| 源URL | [http://ir.ceode.ac.cn/handle/183411/38103]  |
| 专题 | 遥感与数字地球研究所_SCI/EI期刊论文_期刊论文 |
| 作者单位 | 1.[Ma, Yan 2.Wang, Lizhe] Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Beijing, Peoples R China 3.[Wu, Haiping] Tsinghua Univ, Minist Educ, Key Lab Earth Syst Modeling, Beijing 100084, Peoples R China 4.[Wu, Haiping] Tsinghua Univ, Ctr Earth Syst Sci, Beijing 100084, Peoples R China 5.[Huang, Bormin] Univ Wisconsin Madison, Ctr Space Sci & Engn, Madison, WI USA 6.[Ranjan, Rajiv] CSIRO, Computat Informat, Canberra, ACT, Australia 7.[Zomaya, Albert] Univ Sydney, Sch Informat Technol, Sydney, NSW 2006, Australia 8.[Jie, Wei] West London Univ, Sch Comp & Technol, London, England |
| 推荐引用方式 GB/T 7714 | Ma, Yan,Wu, Haiping,Wang, Lizhe,et al. Remote sensing big data computing: Challenges and opportunities[J]. FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF GRID COMPUTING AND ESCIENCE,2015,51:276-289. |
| APA | Ma, Yan.,Wu, Haiping.,Wang, Lizhe.,Huang, Bormin.,Ranjan, Rajiv.,...&Jie, Wei.(2015).Remote sensing big data computing: Challenges and opportunities.FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF GRID COMPUTING AND ESCIENCE,51,276-289. |
| MLA | Ma, Yan,et al."Remote sensing big data computing: Challenges and opportunities".FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF GRID COMPUTING AND ESCIENCE 51(2015):276-289. |
入库方式： OAI收割
来源：遥感与数字地球研究所
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