期刊
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION
卷 10, 期 11, 页码 -出版社
MDPI
DOI: 10.3390/ijgi10110741
关键词
geospatial capacity building; citizen science; volunteered geographic information; crowdsourcing; participatory GIS
This article introduces the importance of citizen science and geospatial capacity building, emphasizing their roles and advantages in geospatial data-related work, and points out future research directions, including data quality, ontology studies, development of tools based on machine learning and artificial intelligence, and open science and open data practices.
This article introduces the Special Issue on Citizen Science and Geospatial Capacity Building and briefly evaluates the future trends in this field. This Special Issue was initiated for emphasizing the importance of citizen science (CitSci) and volunteered geographic information (VGI) in various stages of geodata collection, processing, analysis and visualization; and for demonstrating the capabilities and advantages of both approaches. The topic falls well within the main focus areas of ISPRS Commission V on Education and Outreach. The articles collected in the issue have shown the enormously wide application fields of geospatial technologies, and the need of CitSci and VGI support for efficient information extraction and synthesizing. They also pointed out various problems encountered during these processes. The needs and future research directions in this subject can broadly be categorized as; (a) data quality issues especially in the light of big data; (b) ontology studies for geospatial data suited for diverse user backgrounds, data integration, and sharing; (c) development of machine learning and artificial intelligence based online tools for pattern recognition and object identification using existing repositories of CitSci and VGI projects; and (d) open science and open data practices for increasing the efficiency, decreasing the redundancy, and acknowledgement of all stakeholders.
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