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New directions in mapping the Earth's surface with citizen science and generative AI.

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Title: New directions in mapping the Earth's surface with citizen science and generative AI.
Authors: See L; Novel Data Ecosystems for Sustainability (NODES) Research Group, International Institute for Applied Systems Analysis (IIASA), Laxenburg, Lower Austria 2361, Austria., Chen Q; Department of Geography, University at Buffalo, The State University of New York, Buffalo, NY 14261, USA., Crooks A; Department of Geography, University at Buffalo, The State University of New York, Buffalo, NY 14261, USA., Laso Bayas JC; Novel Data Ecosystems for Sustainability (NODES) Research Group, International Institute for Applied Systems Analysis (IIASA), Laxenburg, Lower Austria 2361, Austria., Fraisl D; Novel Data Ecosystems for Sustainability (NODES) Research Group, International Institute for Applied Systems Analysis (IIASA), Laxenburg, Lower Austria 2361, Austria., Fritz S; Novel Data Ecosystems for Sustainability (NODES) Research Group, International Institute for Applied Systems Analysis (IIASA), Laxenburg, Lower Austria 2361, Austria., Georgieva I; Novel Data Ecosystems for Sustainability (NODES) Research Group, International Institute for Applied Systems Analysis (IIASA), Laxenburg, Lower Austria 2361, Austria., Hager G; Novel Data Ecosystems for Sustainability (NODES) Research Group, International Institute for Applied Systems Analysis (IIASA), Laxenburg, Lower Austria 2361, Austria., Hofer M; Novel Data Ecosystems for Sustainability (NODES) Research Group, International Institute for Applied Systems Analysis (IIASA), Laxenburg, Lower Austria 2361, Austria., Lesiv M; Novel Data Ecosystems for Sustainability (NODES) Research Group, International Institute for Applied Systems Analysis (IIASA), Laxenburg, Lower Austria 2361, Austria., Malek Ž; Novel Data Ecosystems for Sustainability (NODES) Research Group, International Institute for Applied Systems Analysis (IIASA), Laxenburg, Lower Austria 2361, Austria.; Department of Landscape Architecture, Biotechnical Faculty, University of Ljubljana, Jamnikarjeva 101, 1000 Ljubljana, Slovenia., Milenković M; Novel Data Ecosystems for Sustainability (NODES) Research Group, International Institute for Applied Systems Analysis (IIASA), Laxenburg, Lower Austria 2361, Austria., Moorthy I; Novel Data Ecosystems for Sustainability (NODES) Research Group, International Institute for Applied Systems Analysis (IIASA), Laxenburg, Lower Austria 2361, Austria., Orduña-Cabrera F; Novel Data Ecosystems for Sustainability (NODES) Research Group, International Institute for Applied Systems Analysis (IIASA), Laxenburg, Lower Austria 2361, Austria., Pérez-Guzmán K; Novel Data Ecosystems for Sustainability (NODES) Research Group, International Institute for Applied Systems Analysis (IIASA), Laxenburg, Lower Austria 2361, Austria., Schepaschenko D; Novel Data Ecosystems for Sustainability (NODES) Research Group, International Institute for Applied Systems Analysis (IIASA), Laxenburg, Lower Austria 2361, Austria., Shchepashchenko M; Novel Data Ecosystems for Sustainability (NODES) Research Group, International Institute for Applied Systems Analysis (IIASA), Laxenburg, Lower Austria 2361, Austria., Steinhauser J; Novel Data Ecosystems for Sustainability (NODES) Research Group, International Institute for Applied Systems Analysis (IIASA), Laxenburg, Lower Austria 2361, Austria., McCallum I; Novel Data Ecosystems for Sustainability (NODES) Research Group, International Institute for Applied Systems Analysis (IIASA), Laxenburg, Lower Austria 2361, Austria.
Source: IScience [iScience] 2025 Jan 30; Vol. 28 (3), pp. 111919. Date of Electronic Publication: 2025 Jan 30 (Print Publication: 2025).
Publication Type: Journal Article; Review
Journal Info: Publisher: Cell Press Country of Publication: United States NLM ID: 101724038 Publication Model: eCollection Cited Medium: Internet ISSN: 2589-0042 (Electronic) Linking ISSN: 25890042 NLM ISO Abbreviation: iScience Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: New directions in mapping the Earth's surface with citizen science and generative AI.
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  Data: <searchLink fieldCode="AU" term="%22See+L%22">See L</searchLink>; Novel Data Ecosystems for Sustainability (NODES) Research Group, International Institute for Applied Systems Analysis (IIASA), Laxenburg, Lower Austria 2361, Austria.<br /><searchLink fieldCode="AU" term="%22Chen+Q%22">Chen Q</searchLink>; Department of Geography, University at Buffalo, The State University of New York, Buffalo, NY 14261, USA.<br /><searchLink fieldCode="AU" term="%22Crooks+A%22">Crooks A</searchLink>; Department of Geography, University at Buffalo, The State University of New York, Buffalo, NY 14261, USA.<br /><searchLink fieldCode="AU" term="%22Laso+Bayas+JC%22">Laso Bayas JC</searchLink>; Novel Data Ecosystems for Sustainability (NODES) Research Group, International Institute for Applied Systems Analysis (IIASA), Laxenburg, Lower Austria 2361, Austria.<br /><searchLink fieldCode="AU" term="%22Fraisl+D%22">Fraisl D</searchLink>; Novel Data Ecosystems for Sustainability (NODES) Research Group, International Institute for Applied Systems Analysis (IIASA), Laxenburg, Lower Austria 2361, Austria.<br /><searchLink fieldCode="AU" term="%22Fritz+S%22">Fritz S</searchLink>; Novel Data Ecosystems for Sustainability (NODES) Research Group, International Institute for Applied Systems Analysis (IIASA), Laxenburg, Lower Austria 2361, Austria.<br /><searchLink fieldCode="AU" term="%22Georgieva+I%22">Georgieva I</searchLink>; Novel Data Ecosystems for Sustainability (NODES) Research Group, International Institute for Applied Systems Analysis (IIASA), Laxenburg, Lower Austria 2361, Austria.<br /><searchLink fieldCode="AU" term="%22Hager+G%22">Hager G</searchLink>; Novel Data Ecosystems for Sustainability (NODES) Research Group, International Institute for Applied Systems Analysis (IIASA), Laxenburg, Lower Austria 2361, Austria.<br /><searchLink fieldCode="AU" term="%22Hofer+M%22">Hofer M</searchLink>; Novel Data Ecosystems for Sustainability (NODES) Research Group, International Institute for Applied Systems Analysis (IIASA), Laxenburg, Lower Austria 2361, Austria.<br /><searchLink fieldCode="AU" term="%22Lesiv+M%22">Lesiv M</searchLink>; Novel Data Ecosystems for Sustainability (NODES) Research Group, International Institute for Applied Systems Analysis (IIASA), Laxenburg, Lower Austria 2361, Austria.<br /><searchLink fieldCode="AU" term="%22Malek+Ž%22">Malek Ž</searchLink>; Novel Data Ecosystems for Sustainability (NODES) Research Group, International Institute for Applied Systems Analysis (IIASA), Laxenburg, Lower Austria 2361, Austria.; Department of Landscape Architecture, Biotechnical Faculty, University of Ljubljana, Jamnikarjeva 101, 1000 Ljubljana, Slovenia.<br /><searchLink fieldCode="AU" term="%22Milenković+M%22">Milenković M</searchLink>; Novel Data Ecosystems for Sustainability (NODES) Research Group, International Institute for Applied Systems Analysis (IIASA), Laxenburg, Lower Austria 2361, Austria.<br /><searchLink fieldCode="AU" term="%22Moorthy+I%22">Moorthy I</searchLink>; Novel Data Ecosystems for Sustainability (NODES) Research Group, International Institute for Applied Systems Analysis (IIASA), Laxenburg, Lower Austria 2361, Austria.<br /><searchLink fieldCode="AU" term="%22Orduña-Cabrera+F%22">Orduña-Cabrera F</searchLink>; Novel Data Ecosystems for Sustainability (NODES) Research Group, International Institute for Applied Systems Analysis (IIASA), Laxenburg, Lower Austria 2361, Austria.<br /><searchLink fieldCode="AU" term="%22Pérez-Guzmán+K%22">Pérez-Guzmán K</searchLink>; Novel Data Ecosystems for Sustainability (NODES) Research Group, International Institute for Applied Systems Analysis (IIASA), Laxenburg, Lower Austria 2361, Austria.<br /><searchLink fieldCode="AU" term="%22Schepaschenko+D%22">Schepaschenko D</searchLink>; Novel Data Ecosystems for Sustainability (NODES) Research Group, International Institute for Applied Systems Analysis (IIASA), Laxenburg, Lower Austria 2361, Austria.<br /><searchLink fieldCode="AU" term="%22Shchepashchenko+M%22">Shchepashchenko M</searchLink>; Novel Data Ecosystems for Sustainability (NODES) Research Group, International Institute for Applied Systems Analysis (IIASA), Laxenburg, Lower Austria 2361, Austria.<br /><searchLink fieldCode="AU" term="%22Steinhauser+J%22">Steinhauser J</searchLink>; Novel Data Ecosystems for Sustainability (NODES) Research Group, International Institute for Applied Systems Analysis (IIASA), Laxenburg, Lower Austria 2361, Austria.<br /><searchLink fieldCode="AU" term="%22McCallum+I%22">McCallum I</searchLink>; Novel Data Ecosystems for Sustainability (NODES) Research Group, International Institute for Applied Systems Analysis (IIASA), Laxenburg, Lower Austria 2361, Austria.
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  Data: <searchLink fieldCode="JN" term="%22101724038%22">IScience</searchLink> [iScience] 2025 Jan 30; Vol. 28 (3), pp. 111919. <i>Date of Electronic Publication: </i>2025 Jan 30 (<i>Print Publication: </i>2025).
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Cell+Press%22">Cell Press </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>101724038 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Internet <i>ISSN: </i>2589-0042 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2225890042%22">25890042 </searchLink><i>NLM ISO Abbreviation: </i>iScience <i>Subsets: </i>PubMed not MEDLINE
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