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Data Quality and Participant Engagement in Citizen Science: Comparing Two Approaches for Monitoring Pollinators in France and South Korea

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/(sici)1098-237x(200003)84:2<265::aid-sce7>3.0.co;2-5openalex-snapshot

Thinking scientifically during participation in a citizen-science project

inferredcites →https://doi.org/10.1002/ece3.2009openalex-snapshot

Functional homogenization of flower visitor communities with urbanization

inferredcites →https://doi.org/10.1002/fee.1795openalex-snapshot

Fostering close encounters of the entomological kind

inferredcites →https://doi.org/10.1007/978-3-319-27288-7_9openalex-snapshot

Involving Citizen Scientists in Biodiversity Observation

inferredcites →https://doi.org/10.1007/s10980-015-0299-9openalex-snapshot

Butterfly assemblages in residential gardens are driven by species’ habitat preference and mobility

inferredcites →https://doi.org/10.1007/s11252-018-0759-5openalex-snapshot

Floral morphology as the main driver of flower-feeding insect occurrences in the Paris region

inferredcites →https://doi.org/10.1016/j.actao.2011.05.003openalex-snapshot

French citizens monitoring ordinary birds provide tools for conservation and ecological sciences

inferredcites →https://doi.org/10.1016/j.biocon.2013.07.037openalex-snapshot

Statistical solutions for error and bias in global citizen science datasets

inferredcites →https://doi.org/10.1016/j.biocon.2014.10.021openalex-snapshot

Global change and local solutions: Tapping the unrealized potential of citizen science for biodiversity research

inferredcites →https://doi.org/10.1016/j.biocon.2014.11.045openalex-snapshot

Contrasting impacts of pesticides on butterflies and bumblebees in private gardens in France

inferredcites →https://doi.org/10.1016/j.biocon.2015.07.029openalex-snapshot

Butterfly citizen scientists in the United States increase their engagement in conservation

inferredcites →https://doi.org/10.1016/j.biocon.2016.08.020openalex-snapshot

Why watch bees? Motivations of citizen science volunteers in the Great Pollinator Project

inferredcites →https://doi.org/10.1016/j.biocon.2016.09.004openalex-snapshot

Contribution of citizen science towards international biodiversity monitoring

inferredcites →https://doi.org/10.1016/j.biocon.2018.07.008openalex-snapshot

Routine experiences of nature in cities can increase personal commitment toward biodiversity conservation

inferredcites →https://doi.org/10.1016/j.chb.2016.12.074openalex-snapshot

An investigation of player motivations in Eyewire, a gamified citizen science project

inferredcites →https://doi.org/10.1016/j.ecoinf.2014.07.009openalex-snapshot

Spatiotemporal distributions and habitat characteristics of the endangered treefrog, Hyla suweonensis, in relation to sympatric H. japonica

inferredcites →https://doi.org/10.1016/j.scitotenv.2018.07.310openalex-snapshot

Domestic gardens as favorable pollinator habitats in impervious landscapes

inferredcites →https://doi.org/10.1016/j.tree.2010.01.007openalex-snapshot

Global pollinator declines: trends, impacts and drivers

inferredcites →https://doi.org/10.1016/s0006-3207(02)00374-9openalex-snapshot

Validating mammal monitoring methods and assessing the performance of volunteers in wildlife conservation—“Sed quis custodiet ipsos custodies ?”

inferredcites →https://doi.org/10.1038/s41598-017-10581-xopenalex-snapshot

Utilization of photographs taken by citizens for estimating bumblebee distributions

inferredcites →https://doi.org/10.1080/09640560701402034openalex-snapshot

Identifying the motivations of environmental volunteers

inferredcites →https://doi.org/10.1089/eco.2009.0030openalex-snapshot

Conservation Volunteers' Connection to Nature

inferredcites →https://doi.org/10.1093/biosci/biv011openalex-snapshot

A Citizen Army for Science: Quantifying the Contributions of Citizen Scientists to our Understanding of Monarch Butterfly Biology

inferredcites →https://doi.org/10.1093/biosci/biw089openalex-snapshot

The Citizen Science Opportunity for Researchers and Agencies

inferredcites →https://doi.org/10.1109/esciencew.2011.23openalex-snapshot

Going Beyond Citizen Data Collection with Mapster: A Mobile+Cloud Real-Time Citizen Science Experiment

inferredcites →https://doi.org/10.1109/esciencew.2011.27openalex-snapshot

Mechanisms for Data Quality and Validation in Citizen Science

inferredcites →https://doi.org/10.1111/cobi.12481openalex-snapshot

Influence of volunteer and project characteristics on data quality of biological surveys

inferredcites →https://doi.org/10.1111/j.1472-4642.2009.00615.xopenalex-snapshot

Beyond scarcity: citizen science programmes as useful tools for conservation biogeography

inferredcites →https://doi.org/10.1111/j.1523-1739.2006.00569.xopenalex-snapshot

Preparing Students for Conservation Careers through Project‐Based Learning

inferredcites →https://doi.org/10.1111/j.1600-0706.2010.18644.xopenalex-snapshot

How many flowering plants are pollinated by animals?

inferredcites →https://doi.org/10.1145/2583008.2583011openalex-snapshot

Using gamification to inspire new citizen science volunteers

inferredcites →https://doi.org/10.1146/annurev-ecolsys-102209-144636openalex-snapshot

Citizen Science as an Ecological Research Tool: Challenges and Benefits

inferredcites →https://doi.org/10.1177/0963662515602406openalex-snapshot

Citizen science on a smartphone: Participants’ motivations and learning

inferredcites →https://doi.org/10.1179/030801808x260031openalex-snapshot

Enhancing citizen contributions to biodiversity science and public policy

inferredcites →https://doi.org/10.1371/journal.pone.0045822openalex-snapshot

The Whereabouts of Flower Visitors: Contrasting Land-Use Preferences Revealed by a Country-Wide Survey Based on Citizen Science

inferredcites →https://doi.org/10.15346/hc.v1i2.12openalex-snapshot

Finding Volunteers' Engagement Profiles in Human Computation for Citizen Science Projects

inferredcites →https://doi.org/10.1641/b580303openalex-snapshot

Citizen Science: Can Volunteers Do Real Research?

inferredcites →https://doi.org/10.1890/110294openalex-snapshot

The future of citizen science: emerging technologies and shifting paradigms

inferredcites →https://doi.org/10.5334/cstp.109openalex-snapshot

Patterns of Participation and Motivation in Folding@home: The Contribution of Hardware Enthusiasts and Overclockers

inferredcites →https://doi.org/10.5334/cstp.6openalex-snapshot

Strategies Employed by Citizen Science Programs to Increase the Credibility of Their Data

inferredcites →https://doi.org/10.5334/cstp.8openalex-snapshot

Recruiting and Retaining Participants in Citizen Science: What Can Be Learned from the Volunteering Literature?

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.4674588openalex-extracted

inferred← citeshttps://doi.org/10.1002/ppp3.70084openalex-snapshot

Understanding Pollination in Urban Food Production: The Importance of Data Validation and Participant Feedback for Citizen Science Project Design

inferred← citeshttps://doi.org/10.1007/978-3-031-76742-5_9openalex-snapshot

Citizen Science: Theory and Applications

inferred← citeshttps://doi.org/10.1016/j.apsoil.2025.106329openalex-snapshot

Reliability of earthworm data from citizen science: Lessons from 7 years of a French national monitoring protocol

inferred← citeshttps://doi.org/10.1016/j.baae.2021.02.014openalex-snapshot

Research agenda on biodiversity and ecosystem functions and services in European cities

inferred← citeshttps://doi.org/10.1016/j.biocon.2022.109807openalex-snapshot

Science learning in biodiversity citizen science: Inputs from the analysis of online social interactions within a contributory project for pollinators' monitoring

inferred← citeshttps://doi.org/10.1016/j.biocon.2024.110711openalex-snapshot

Citizen Science: Exploring the underlying dimensions of citizen engagement and value co-creation through the lens of marketing

inferred← citeshttps://doi.org/10.1016/j.cois.2020.04.001openalex-snapshot

Human dimensions of insect pollinator conservation

inferred← citeshttps://doi.org/10.1016/j.scitotenv.2020.139263openalex-snapshot

Any despot at my table? Competition among native and introduced bird species at garden birdfeeders in winter

inferred← citeshttps://doi.org/10.1017/qpb.2022.16openalex-snapshot

Citizen science: How to extend reciprocal benefits from the project community to the broader socio-ecological system

inferred← citeshttps://doi.org/10.1017/qpb.2022.16.pr1openalex-snapshot

Author comment: Citizen science: How to extend reciprocal benefits from the project community to the broader socio-ecological system — R0/PR1

inferred← citeshttps://doi.org/10.1017/qpb.2022.16.pr10openalex-snapshot

Author comment: Citizen science: How to extend reciprocal benefits from the project community to the broader socio-ecological system — R2/PR10

inferred← citeshttps://doi.org/10.1017/qpb.2022.16.pr11openalex-snapshot

Review: Citizen science: How to extend reciprocal benefits from the project community to the broader socio-ecological system — R2/PR11

inferred← citeshttps://doi.org/10.1017/qpb.2022.16.pr12openalex-snapshot

Recommendation: Citizen science: How to extend reciprocal benefits from the project community to the broader socio-ecological system — R2/PR12

inferred← citeshttps://doi.org/10.1017/qpb.2022.16.pr13openalex-snapshot

Decision: Citizen science: How to extend reciprocal benefits from the project community to the broader socio-ecological system — R2/PR13

inferred← citeshttps://doi.org/10.1017/qpb.2022.16.pr2openalex-snapshot

Review: Citizen science: How to extend reciprocal benefits from the project community to the broader socio-ecological system — R0/PR2

inferred← citeshttps://doi.org/10.1017/qpb.2022.16.pr3openalex-snapshot

Review: Citizen science: How to extend reciprocal benefits from the project community to the broader socio-ecological system — R0/PR3

inferred← citeshttps://doi.org/10.1017/qpb.2022.16.pr4openalex-snapshot

Recommendation: Citizen science: How to extend reciprocal benefits from the project community to the broader socio-ecological system — R0/PR4

inferred← citeshttps://doi.org/10.1017/qpb.2022.16.pr5openalex-snapshot

Decision: Citizen science: How to extend reciprocal benefits from the project community to the broader socio-ecological system — R0/PR5

inferred← citeshttps://doi.org/10.1017/qpb.2022.16.pr6openalex-snapshot

Author comment: Citizen science: How to extend reciprocal benefits from the project community to the broader socio-ecological system — R1/PR6

inferred← citeshttps://doi.org/10.1017/qpb.2022.16.pr7openalex-snapshot

Review: Citizen science: How to extend reciprocal benefits from the project community to the broader socio-ecological system — R1/PR7

inferred← citeshttps://doi.org/10.1017/qpb.2022.16.pr8openalex-snapshot

Recommendation: Citizen science: How to extend reciprocal benefits from the project community to the broader socio-ecological system — R1/PR8

inferred← citeshttps://doi.org/10.1017/qpb.2022.16.pr9openalex-snapshot

Decision: Citizen science: How to extend reciprocal benefits from the project community to the broader socio-ecological system — R1/PR9

inferred← citeshttps://doi.org/10.1038/s41598-021-95029-zopenalex-snapshot

Citizens and scientists collect comparable oceanographic data: measurements of ocean transparency from the Secchi Disk study and science programmes

inferred← citeshttps://doi.org/10.1038/s43586-022-00144-4openalex-snapshot

Citizen science in environmental and ecological sciences

inferred← citeshttps://doi.org/10.1039/c9em00571dopenalex-snapshot

Participatory science for coastal water quality: freshwater plume mapping and volunteer retention in a randomized informational intervention

inferred← citeshttps://doi.org/10.1080/23299460.2021.2019970openalex-snapshot

Online data sharing with virtual social interactions favor scientific and educational successes in a biodiversity citizen science project

inferred← citeshttps://doi.org/10.1108/ajim-10-2021-0292openalex-snapshot

Thousands of examining eyes: credibility, authority and validity in biodiversity citizen science data production

inferred← citeshttps://doi.org/10.1109/icassp49660.2025.10890677openalex-snapshot

Multimodal and Multiple Prompts for Biology

inferred← citeshttps://doi.org/10.1109/iccv51701.2025.00203openalex-snapshot

DALIP: Distribution Alignment-Based Language-Image Pre-Training for Domain-Specific Data

inferred← citeshttps://doi.org/10.1145/3491102.3517541openalex-snapshot

Barriers to Expertise in Citizen Science Games

inferred← citeshttps://doi.org/10.1371/journal.pone.0236042openalex-snapshot

Dispersal patterns of an introduced wild bee, Megachile sculpturalis Smith, 1853 (Hymenoptera: Megachilidae) in European alpine countries

inferred← citeshttps://doi.org/10.17760/d20560789openalex-snapshot

Identifying problems in onboarding design for expertise-centric citizen science games

inferred← citeshttps://doi.org/10.22323/2.20060201openalex-snapshot

Onto new horizons: insights from the WeObserve project to strengthen the awareness, acceptability and sustainability of Citizen Observatories in Europe

inferred← citeshttps://doi.org/10.3389/fenvs.2023.1105682openalex-snapshot

Why do people participate in app-based environment-focused citizen science projects?

inferred← citeshttps://doi.org/10.3389/frwa.2021.656770openalex-snapshot

Monitoring of Suspended Sediments in a Tropical Forested Landscape With Citizen Science

inferred← citeshttps://doi.org/10.3390/ani12111469openalex-snapshot

Towards Ecological Management and Sustainable Urban Planning in Seoul, South Korea: Mapping Wild Pollinator Habitat Preferences and Corridors Using Citizen Science Data

inferred← citeshttps://doi.org/10.3390/ani14121716openalex-snapshot

Utilizing Geographical Distribution Statistical Data to Improve Zero-Shot Species Recognition

inferred← citeshttps://doi.org/10.3390/ijerph17124420openalex-snapshot

Environmental Quality Perceptions and Health: A Cross-Sectional Study of Citizens of Kaunas, Lithuania

inferred← citeshttps://doi.org/10.3390/land13081252openalex-snapshot

Data Quality of National Monitoring Schemes: Filling the Gap between Specialists and the General Public

inferred← citeshttps://doi.org/10.3390/su17115042openalex-snapshot

Citizen Science for Soil Monitoring and Protection in Europe: Insights from the PREPSOIL Project Under the European Soil Mission

inferred← citeshttps://doi.org/10.3897/rio.9.e96476openalex-snapshot

Open Citizen Science: fostering open knowledge with participation

inferred← citeshttps://doi.org/10.5334/cstp.632openalex-snapshot

Citizen Science-Based Monitoring of Cavity-Nesting Wild Bees and Wasps – Benefits for Volunteers, Insects, and Ecological Science

inferred← citeshttps://doi.org/10.5334/cstp.676openalex-snapshot

Advantages and Drawbacks of Open-Ended, Use-Agnostic Citizen Science Data Collection: A Case Study

inferred← citeshttps://doi.org/10.70675/9f57d770z3466z4d39z8cfez9826045d155dopenalex-snapshot

Modularity in deep learning

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