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Information Services of Big Remote Sensing Data

机译:大型遥感数据的信息服务

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With the rapid development of earth-observation technologies, different kinds of remote-sensing data are available, including SAR, multi-spectral optical data and hyper-spectral optical data. Remote sensing is already in an era of big data, which results in great challenges of information services. On the one hand, the potential value behind remote-sensing data has not yet been effectively mined for the thematic applications; on the other hand, for some emergency applications such as quick response of natural disasters (earthquake, forest fires, etc.), remotesensing data and its derived information should be instantly processed and provided. However, the traditional data service mode of remote sensing is unable to meet the needs of such kind of applications. This paper proposes a concept of information services for big remote sensing data based on the needs of remote-sensing applications. The challenges of a big remote sensing data service are first discussed, and then the concept, framework, and key technologies of information service for big remote sensing data are also addressed.
机译:随着地球观测技术的快速发展,可提供不同种类的遥感数据,包括SAR,多光谱光学数据和超光谱光学数据。遥感已经在大数据的时代,这导致信息服务的巨大挑战。一方面,尚未为主题应用有效地开采遥感数据背后的潜在值;另一方面,对于一些应急申请,例如自然灾害(地震,森林火灾等)的快速响应,应立即并提供遥感数据及其推导信息。但是,遥感的传统数据服务模式无法满足这种应用的需求。本文提出了基于遥感应用的需求的大型遥感数据的信息服务概念。首次讨论了大遥感数据服务的挑战,然后还寻址了大遥感数据的信息服务的概念,框架和关键技术。

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