Investigating the Use of Street-Level Imagery and Deep Learning to Produce In-Situ Crop Type Information by Fernando Orduna-Cabrera, Marcial Sandoval-Gastelum, Ian McCallum, Linda See, Steffen Fritz, Santosh Karanam, Tobias Sturn, Valeria Javalera-Rincon, Felix F. Gonzalez-Navarro

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New directions in mapping the Earth’s surface with citizen science and generative AI by Linda See, Qingqing Chen, Andrew Crooks, Juan Carlos Laso Bayas, Dilek Fraisl, Steffen Fritz, Ivelina Georgieva, Gerid Hager, Martin Hofer, Myroslava Lesiv, Žiga Malek, Milutin Milenković, Inian Moorthy, Fernando Orduña-Cabrera, Katya Pérez-Guzmán, Dmitry Schepaschenko, Maria Shchepashchenko, Jan Steinhauser, Ian McCallum

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A decentralized approach to model national and global food and land use systems by Aline Mosnier, Valeria Javalera-Rincon, Sarah K Jones, Robbie Andrew, Zhaohai Bai, Justin Baker, Shyam Basnet, Rizaldi Boer, John Chavarro, Wanderson Costa, Anne Sophie Daloz, Fabrice A DeClerck, Maria Diaz, Clara Douzal, Andrew Chiah Howe Fan, Ingo Fetzer, Federico Frank, Charlotte E Gonzalez-Abraham, A H F Habiburrachman, Gito Immanuel, Paula A Harrison, Dative Imanirareba, Chandan Jha, Xinpeng Jin, Ranjan Kumar Ghosh, Nicholas Leach, Heikki Lehtonen, Hermann Lotze-Campen, Wai Sern Low, Raymundo Marcos-Martinez, Gordon Carlos McCord, Kiflu Gedefe Molla, Adrian Monjeau, Javier Navarro-Garcia, Rudolf Neubauer, Michael Obersteiner, Marcela Olguín, Fernando Orduña-Cabrera, Andres Pena, Katya Pérez-Guzmán, Vladimir Potashnikov, Janne Rämö, Fernando M Ramos, Livia Rasche, René Reyes Gallardo, Guido Schmidt-Traub, Odirilwe Selomane, Vartika Singh, Alison Smith, Aline C Soterroni, Frank Sperling, Jan Steinhauser, Miodrag Stevanovic, Anton Strokov, Marcus Thomson, Bob van Oort, Yiorgos Vittis, Chris Wade, Nurul L Winarni, Firew Bekele Woldeyes, Grace C Wu, Hisham Zerriffi

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