计算机科学
灾害应对
遥感
社会化媒体
应急响应
背景(考古学)
数据科学
应急管理
万维网
地理
政治学
医学
考古
法学
医疗急救
作者
Jun Li,Zhi He,Javier Plaza,Shutao Li,Jinfen Chen,Henglin Wu,Yandong Wang,Yu Liu
出处
期刊:Proceedings of the IEEE
[Institute of Electrical and Electronics Engineers]
日期:2017-04-19
卷期号:105 (10): 1900-1912
被引量:55
标识
DOI:10.1109/jproc.2017.2684460
摘要
Remote sensing is a powerful technology for Earth observation (EO), and it plays an essential role in many applications, including environmental monitoring, precision agriculture, resource managing, urban characterization, disaster and emergency response, etc. However, due to limitations in the spectral, spatial, and temporal resolution of EO sensors, there are many situations in which remote sensing data cannot be fully exploited, particularly in the context of emergency response (i.e., applications in which real/near-real-time response is needed). Recently, with the rapid development and availability of social media data, new opportunities have become available to complement and fill the gaps in remote sensing data for emergency response. In this paper, we provide an overview on the integration of social media and remote sensing in time-critical applications. First, we revisit the most recent advances in the integration of social media and remote sensing data. Then, we describe several practical case studies and examples addressing the use of social media data to improve remote sensing data and/or techniques for emergency response.
科研通智能强力驱动
Strongly Powered by AbleSci AI