GSTDTAP  > 气候变化
DOI10.1016/j.gloenvcha.2019.02.003
Passive crowdsourcing of social media in environmental research: A systematic map
Ghermandi, Andrea; Sinclair, Michael
2019-03-01
发表期刊GLOBAL ENVIRONMENTAL CHANGE-HUMAN AND POLICY DIMENSIONS
ISSN0959-3780
EISSN1872-9495
出版年2019
卷号55页码:36-47
文章类型Article
语种英语
国家Israel
英文摘要

The analysis of data from social media and social networking sites may be instrumental in achieving a better understanding of human-environment interactions and in shaping future conservation and environmental management. In this study, we systematically map the application of social media data in environmental research. The quantitative review of 169 studies reveals that most studies focus on the analysis of people's behavior and perceptions of the environment, followed by environmental monitoring and applications in environmental planning and governance. The literature testifies to a very rapid growth in the field, with Twitter (52 studies) and Flickr (34 studies) being most frequently used as data sources. A growing number of studies combine data from multiple sites and jointly investigates multiple types of media. A broader, more qualitative review of the insights provided by the investigated studies suggests that while social media data offer unprecedented opportunities in terms of data volume, scale of analysis, and real-time monitoring, researchers are only starting to cope with the challenges of data's heterogeneity and noise levels, potential biases, ethics of data acquisition and use, and uncertainty about future data availability. Critical areas for the development of the field include integration of different types of information in data mashups, development of quality assurance procedures and ethical codes, improved integration with existing methods, and assurance of long-term, free and easy-to-access provision of public social media data for future environmental researchers.


英文关键词Crowdsourcing Social media Flickr Twitter Volunteered geographic information New spatial media
领域气候变化
收录类别SCI-E ; SSCI
WOS记录号WOS:000463982000004
WOS关键词CULTURAL ECOSYSTEM SERVICES ; VOLUNTEERED GEOGRAPHIC INFORMATION ; GEO-TAGGED PHOTOS ; SPATIAL-PATTERNS ; CLIMATE-CHANGE ; BIG DATA ; NETWORK ANALYSIS ; TWITTER DATA ; CONSERVATION ; YOUTUBE
WOS类目Environmental Sciences ; Environmental Studies ; Geography
WOS研究方向Environmental Sciences & Ecology ; Geography
引用统计
文献类型期刊论文
条目标识符http://119.78.100.173/C666/handle/2XK7JSWQ/181539
专题气候变化
作者单位Univ Haifa, Fac Management, Dept Nat Resources & Environm Management, 199 Aba Khoushy Ave, IL-3498838 Haifa, Israel
推荐引用方式
GB/T 7714
Ghermandi, Andrea,Sinclair, Michael. Passive crowdsourcing of social media in environmental research: A systematic map[J]. GLOBAL ENVIRONMENTAL CHANGE-HUMAN AND POLICY DIMENSIONS,2019,55:36-47.
APA Ghermandi, Andrea,&Sinclair, Michael.(2019).Passive crowdsourcing of social media in environmental research: A systematic map.GLOBAL ENVIRONMENTAL CHANGE-HUMAN AND POLICY DIMENSIONS,55,36-47.
MLA Ghermandi, Andrea,et al."Passive crowdsourcing of social media in environmental research: A systematic map".GLOBAL ENVIRONMENTAL CHANGE-HUMAN AND POLICY DIMENSIONS 55(2019):36-47.
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