Nature Reviews Methods Primers · 2022 · 465 citations · 153 references
Public HealthEnvironmental SciencesEnvironmental Impact AssessmentScience AssessmentScience CommunicationCitizen ScienceCitizen Science ParticipationData SharingEnvironmental Data ManagementParticipatory Data CollectionPublic Engagement With ScienceCitizen Science Data CollectionCitizen Science For BiodiversityCitizen Scientist RetentionData Quality AssuranceEnvironmental Data SharingLand Cover AssessmentMarine Pollution AssessmentResearch Participant Engagement
Citizen science, where non‑professional participants collect data to advance research, is increasingly recognized in environmental and ecological sciences. The paper presents contributory citizen science as a valuable method, outlines its full life cycle, discusses participant engagement, data quality, bias correction, and considers its limitations and future applications. The authors describe how to design, implement, evaluate, and manage citizen science projects, address engagement, retention, data quality, bias, ethics, and data sharing, and illustrate diverse applications from biodiversity to marine pollution within an open‑science framework.
Citizen science is an increasingly acknowledged approach applied in many scientific domains, and particularly within the environmental and ecological sciences, in which non-professional participants contribute to data collection to advance scientific research. We present contributory citizen science as a valuable method to scientists and practitioners within the environmental and ecological sciences, focusing on the full life cycle of citizen science practice, from design to implementation, evaluation and data management. We highlight key issues in citizen science and how to address them, such as participant engagement and retention, data quality assurance and bias correction, as well as ethical considerations regarding data sharing. We also provide a range of examples to illustrate the diversity of applications, from biodiversity research and land cover assessment to forest health monitoring and marine pollution. The aspects of reproducibility and data sharing are considered, placing citizen science within an encompassing open science perspective. Finally, we discuss its limitations and challenges and present an outlook for the application of citizen science in multiple science domains. Contributory citizen science is a method in which non-professional participants contribute to data collection in whole or in part to advance scientific research. This Primer outlines the use of citizen science in the environmental and ecological sciences, discussing participant engagement, data quality assurance and bias correction.
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The FAIR Guiding Principles for scientific data management and stewardship
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