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A Scientometric Visualization Analysis for Night-Time Light Remote Sensing Research from 1991 to 2016

机译:1991年至2016年夜间光遥感研究的科学计量学可视化分析

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In this paper, we conducted a scientometric analysis based on the Night-Time Light (NTL) remote sensing related literature datasets retrieved from Science Citation Index Expanded and Social Science Citation Index in Web of Science core collection database. Using the methods of bibliometric and Social Network Analysis (SNA), we drew several conclusions: (1) NTL related studies have become a research hotspot, especially after 2011 when the second generation of NTL satellites, the Suomi National Polar-orbiting Partnership (S-NPP) Satellite with the Visible Infrared Imaging Radiometer Suite (VIIRS) sensor was on board. In the same period, the open-access policy of the long historical dataset of the first generation satellite Defense Meteorological Satellite Program’s Operational Linescan System (DMSP/OLS) started. (2) Most related studies are conducted by authors from USA and China, and the USA takes the lead in the field. We identified the biggest research communities constructed by co-authorships and the related important authors and topics by SNA. (3) By the visualization and analysis of the topic evolution using the co-word and co-cited reference networks, we can clearly see that: the research topics change from hardware oriented studies to more real-world applications; and from the first generation of the satellite DMSP/OLS to the second generation of satellite S-NPP. Although the Day Night Band (DNB) of the S-NPP exhibits higher spatial and radiometric resolution and better calibration conditions than the first generation DMSP/OLS, the longer historical datasets in DMSP/OLS are still important in long-term and large-scale human activity analysis. (4) In line with the intuitive knowledge, the NTL remote sensing related studies display stronger connections (such as interpretive frame, context, and academic purpose) to the social sciences than the general remote sensing discipline. The citation trajectories are visualized based on the dual-maps, thus the research preferences for combining the environmental, ecological, economic, and political science disciplines are clearly exhibited. Overall, the picture of the NTL remote sensing research is presented from the scientist-level, topic-level, and discipline-level interactions. Based on these analyses, we also discuss the possible trends in the future work, such as combining NTL studies with social science research and social media data.
机译:在本文中,我们基于Web of Science核心馆藏数据库中扩展的《科学引文索引》和《社会科学引文索引》检索的夜光(NTL)遥感相关文献数据集,进行了科学计量分析。使用文献计量学和社会网络分析(SNA)的方法,我们得出了以下结论:(1)NTL相关研究已成为研究热点,尤其是在2011年第二代NTL卫星Suomi国家极地轨道伙伴关系(S) -NPP)装有可见红外成像辐射计套件(VIIRS)传感器的卫星。在同一时期,第一代卫星防卫气象卫星计划的作战线扫描系统(DMSP / OLS)的悠久历史数据集的开放访问政策开始实施。 (2)大多数相关研究是由美国和中国的作者进行的,美国是该领域的领导者。我们确定了由共同作者构建的最大研究社区,以及SNA的相关重要作者和主题。 (3)通过使用共同词和共同引用的参考网络对主题演化进行可视化和分析,我们可以清楚地看到:研究主题从面向硬件的研究转变为更实际的应用;从第一代卫星DMSP / OLS到第二代卫星S-NPP。尽管S-NPP的昼夜波段(DNB)具有比第一代DMSP / OLS更高的空间和辐射分辨率以及更好的校准条件,但DMSP / OLS中较长的历史数据集对于长期和大规模而言仍然很重要人类活动分析。 (4)根据直觉知识,NTL遥感相关的研究与社会科学之间的联系比一般的遥感学科更紧密(例如解释框架,语境和学术目的)。引用轨迹基于双图可视化,因此清晰展示了结合环境,生态,经济和政治学学科的研究偏好。总体而言,NTL遥感研究的图景是从科学家级别,主题级别和学科级别的交互关系中呈现的。基于这些分析,我们还讨论了未来工作的可能趋势,例如将NTL研究与社会科学研究和社会媒体数据相结合。

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