The Potential of Deep Learning Object Detection in Citizen-Driven Snail Host Monitoring to Map Putative Disease Transmission Sites by Kin Ho Chan, Julius Tumusiime, Liesbet Jacobs, Tine Huyse

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Adapting to change: exploring the distribution dynamics of the alien and potentially invasive aphid species Cinara curvipes (Hemiptera: Aphididae) in the context of global warming by K. Wieczorek, A. Bugaj-Nawrocka, B. Borowiak-Sobkowiak, A. Endrestøl, H. P. Ravn, W. Solarz, R. Durak

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Au-delà des conflits de mémoire : transitions numériques vers une écriture participative du patrimoine culturel de l’Indiaocéanie by Nathalie Noël, Jean-François Rebeyrotte, Camila Arêas

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Crowd-Sourced Buildings Data Collection and Remote Training: New Opportunities to Engage Students in Seismic Risk Reduction by Antonella Peresan, Chiara Scaini, Carla Barnaba

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Slow and diverse: Upslope expansion of tree species since 1854 in the Bavarian Alps (Germany) detected by citizen science by Sabine Rösler, Michelangelo Olleck, Karl H. Mellert, Jörg Ewald

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New Evidence for the Contemporary Presence of Juvenile White Sharks (<i>Carcharodon carcharias</i>) in the Adriatic Sea by Patrick L. Jambura, Pero Ugarković, Mišo Pavičić, Ilija Ćetković, Simone Niedermüller, Jürgen Kriwet, Julia Türtscher

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GLOBE Observer: A Case Study in Advancing Earth System Knowledge with AI-Powered Citizen Science by Peder V. Nelson, Russanne Low, Holli Kohl, David Overoye, Di Yang, Xiao Huang, Sriram Chellappan, Farhat Binte Azam, Ryan M. Carney, Monika Falk, Joan Garriga, Larisa Schelkin, Rebecca Boger, Theresa Schwerin

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Children's environmental citizen science: Stakeholders' experiences and perceptions by Catherine Wilson, Sarah Mills, Paul J. Wood

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Harnessing the Power of Citizen Science for Agroecological Transitions: The Case of the One Million Voices of Agroecology Initiative and Digital Platform by Lisa Elena Fuchs, Lily Cannell van Dien, Maria Rosa ‘Rosy’ Mondardini, Ma Estrella ‘Esther’ Penunia, Irish Baguilat, Sergio Iván Larrea Macías, Marcelo Soares Souza, Eduardo Fernandes Formighieri, Murilo Gelain Gonçalves, Rodrigo B. Westphalen, Vitória Pimentel, Fabio Ricci, Daria Levina, Matthias Geck

Subjects: “…citizen science…”
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Understanding Confusion: A Case Study of Training a Machine Model to Predict and Interpret Consensus From Volunteer Labels by Ramanakumar Sankar, Kameswara Mantha, Cooper Nesmith, Lucy Fortson, Shawn Brueshaber, Candice Hansen-Koharcheck, Glenn Orton

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Citizen science platforms can effectively support early detection of invasive alien species according to species traits by Pablo González‐Moreno, Ana A. Anđelković, Tim Adriaens, Christophe Botella, Jakovos Demetriou, Rita Bastos, Sandro Bertolino, Celia López‐Cañizares, Franz Essl, Živa Fišer, Milka Glavendekić, Marc Herremans, Philip E. Hulme, Viola Jani, Dimitra Katsada, Periklis Kleitou, Nicola La Porta, Katharina Lapin, Marta López‐Darias, Vanessa Lozano, Angeliki F. Martinou, Damiano Oldoni, Esra Per, Stephanie Rorke, Helen E. Roy, Karl‐Manfred Schweinzer, Kristijn Swinnen, Elena Tricarico, Joana R. Vicente, Maarten de Groot, Michael J. O. Pocock

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Culturally relevant science teaching: possible connection of socio-cultural knowledge with present science curriculum of Nepal by Kamal Prasad Koirala, Bishnu Bahadur Khatri

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Making Hidden Sustainable Urban Planning and Landscape Knowledge Visual and Multisensorial by Carlos J. L. Balsas

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Optimizing the frequency of question items for bird species in quiz-style online training by Yui Ogawa, Keita Fukasawa, Akira Yoshioka, Nao Kumada, Akio Takenaka, Takashi Kamijo

Subjects: “…Citizen science…”
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Engaging publics in science: a practical typology by Heather Douglas, Megan K. Halpern, Eleanor Louson

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Artificial Intelligence and the Future of Citizen Science by Lucy Fortson, Kevin Crowston, Laure Kloetzer, Marisa Ponti

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The Feasibility and Acceptability of a Community Science Approach to Explore Infant Formula Preparation Safety in the Home by Sara Jones, Jonie Cooper, Abbie Dolling, Tara McNamara, Susan Dvorak, Vicky Sibson, Amy Brown, Emma Yhnell, Phyll Buchanan, Sharon Breward, Rebecca Ellis, Aimee Grant

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Impact of Chatbots on User Experience and Data Quality on Citizen Science Platforms by Akasha-Leonie Kessel, Soror Sahri, Sven Groppe, Jinghua Groppe, Hanieh Khorashadizadeh, Marc Pignal, Eva Perez Pimparé, Régine Vignes-Lebbe

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‘Will my fingerprint be enough?’: secondary school students struggle to purchase a healthy, tasty and sustainable meal on the UK free school meal allowance by Sundus Mahdi, Annie Connolly, Bob Doherty, Maria Bryant

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Assessing tick attachments to humans with citizen science data: spatio-temporal mapping in Switzerland from 2015 to 2021 using spatialMaxent by Lisa Bald, Nils Ratnaweera, Tomislav Hengl, Patrick Laube, Jürg Grunder, Werner Tischhauser, Netra Bhandari, Dirk Zeuss

Subjects: “…Citizen science…”
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