in 26 journals in the GIScience community. Only the journals included in the Science Citation Index (SCI), Science Citation Index Expanded (SCIE), Social Sciences Citation Index (SSCI), and Emerging Sources Citation Index (ESCI) are included. The four indices are among the core collections of Web of Science according to Clarivate Analytics (http://mjl.clarivate.com/). The journals focus more on remote sensing and photogrammetry (e.g., ISPRS Journal of Photogrammetry and Remote Sensing) are not included because this review focuses on publications upon GIS.The keyword 'VGI' instead of 'volunteered geographic information' is used for the search of articles about volunteered geographic information (VGI). Thus, articles in which the term 'volunteered geographic information' is unabbreviated (a lowfrequency term) are not included in this review, which are considered of minor relevance to VGI. Other terms related to VGI (e.g., user-generated content, social media, and neogeography) are not used as keywords for the literature search, as this review focuses on VGI as the primary perspective or point of research. The keyword 'VGI' serves as a central point ('seed') for us to identify other terms (perspectives) related to VGI from articles involving the term 'VGI'. Except for GIScience & Remote Sensing and Journal of Geographical Systems, all the remaining 24 journals have returned articles involving the term 'VGI'. Only research articles and review articles are retrieved. Other contributions such as commentaries, editorials, project reports, or communications are excluded. Articles in which 'VGI' is not the abbreviation of 'volunteered geographic information' are ignored. This results in 374 articles.From these 374 articles, we have further manually removed 28 articles in which VGI plays a minor role, e.g., VGI is briefly mentioned in the discussion (Frazier et al. (2018) or is a related topic rather than the focus (Brovelli et al. (2015). The article filtering process results in 346 articles (326 research articles and 20 review articles) in which VGI is the main topic of exploration or at least is used as a source of data. Each of the 20 review articles is about a sub-topic of VGI, such as VGI quality assessment methods (Senaratne et al. 2017) and VGI for natural hazards (Klonner et al. 2016); none provides a comprehensive review and is thus treated as the input in the analysis of this review.