CloudSEN12+: The largest dataset of expert-labeled pixels for cloud and cloud shadow detection in Sentinel-2.

Autor: Aybar C; Image Processing Laboratory, University of Valencia, 46980 Valencia, Spain.; High Mountain Ecosystem Research Group, National University of San Marcos, 15081 Lima, Peru.; Centro de Competencias del Agua (CCA), Lima, Peru., Bautista L; High Mountain Ecosystem Research Group, National University of San Marcos, 15081 Lima, Peru.; Laboratory of Ecotoxicology, Faculty of Sciences and Philosophy, Universidad Peruana Cayetano Heredia, 15102 Lima, Peru., Montero D; Remote Sensing Centre for Earth System Research (RSC4Earth), Leipzig University, 04103 Leipzig, Germany.; German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, 04103 Leipzig, Germany., Contreras J; High Mountain Ecosystem Research Group, National University of San Marcos, 15081 Lima, Peru.; Laboratory of Ecotoxicology, Faculty of Sciences and Philosophy, Universidad Peruana Cayetano Heredia, 15102 Lima, Peru., Ayala D; Universidad Nacional Agraria La Molina, 15024 Lima, Peru., Prudencio F; High Mountain Ecosystem Research Group, National University of San Marcos, 15081 Lima, Peru.; Laboratory of Ecotoxicology, Faculty of Sciences and Philosophy, Universidad Peruana Cayetano Heredia, 15102 Lima, Peru., Loja J; High Mountain Ecosystem Research Group, National University of San Marcos, 15081 Lima, Peru., Ysuhuaylas L; High Mountain Ecosystem Research Group, National University of San Marcos, 15081 Lima, Peru., Herrera F; High Mountain Ecosystem Research Group, National University of San Marcos, 15081 Lima, Peru., Gonzales K; High Mountain Ecosystem Research Group, National University of San Marcos, 15081 Lima, Peru., Valladares J; Universidad Nacional Federico Villarreal, 15082 Lima, Peru., Flores LA; High Mountain Ecosystem Research Group, National University of San Marcos, 15081 Lima, Peru., Mamani E; High Mountain Ecosystem Research Group, National University of San Marcos, 15081 Lima, Peru., Quiñonez M; Universidad Nacional Santiago Antúnez de Mayolo, 02002 Huaraz, Peru., Fajardo R; Universidad Nacional Agraria de la Selva, 10131 Tingo María, Peru., Espinoza W; High Mountain Ecosystem Research Group, National University of San Marcos, 15081 Lima, Peru., Limas A; High Mountain Ecosystem Research Group, National University of San Marcos, 15081 Lima, Peru., Yali R; Department of Cartographic and Land Engineering, Universidad de Salamanca, 05003 Ávila, Spain., Alcántara A; High Mountain Ecosystem Research Group, National University of San Marcos, 15081 Lima, Peru., Leyva M; Centro de Competencias del Agua (CCA), Lima, Peru.; Laboratory of Ecotoxicology, Faculty of Sciences and Philosophy, Universidad Peruana Cayetano Heredia, 15102 Lima, Peru., Loayza-Muro R; Centro de Competencias del Agua (CCA), Lima, Peru.; Laboratory of Ecotoxicology, Faculty of Sciences and Philosophy, Universidad Peruana Cayetano Heredia, 15102 Lima, Peru., Willems B; Centro de Competencias del Agua (CCA), Lima, Peru.; Laboratory of Ecotoxicology, Faculty of Sciences and Philosophy, Universidad Peruana Cayetano Heredia, 15102 Lima, Peru., Mateo-García G; Image Processing Laboratory, University of Valencia, 46980 Valencia, Spain., Gómez-Chova L; Image Processing Laboratory, University of Valencia, 46980 Valencia, Spain.

Publikováno v: Data in brief [Data Brief] 2024 Aug 19; Vol. 56, pp. 110852. Date of Electronic Publication: 2024 Aug 19 (Print Publication: 2024).

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CloudSEN12, a global dataset for semantic understanding of cloud and cloud shadow in Sentinel-2.

Autor: Aybar C; Image Processing Laboratory, University of Valencia, 46980, Valencia, Spain. csaybar@gmail.com.; Department of Geoinformatics - Z_GIS, University of Salzburg, 5020, Salzburg, Austria. csaybar@gmail.com.; High Mountain Ecosystem Research Group, National University of San Marcos, 15081, Lima, Peru. csaybar@gmail.com., Ysuhuaylas L; High Mountain Ecosystem Research Group, National University of San Marcos, 15081, Lima, Peru., Loja J; High Mountain Ecosystem Research Group, National University of San Marcos, 15081, Lima, Peru., Gonzales K; High Mountain Ecosystem Research Group, National University of San Marcos, 15081, Lima, Peru., Herrera F; High Mountain Ecosystem Research Group, National University of San Marcos, 15081, Lima, Peru., Bautista L; High Mountain Ecosystem Research Group, National University of San Marcos, 15081, Lima, Peru., Yali R; Research Group on Artificial Intelligence, Pontifical Catholic University of Peru, 15088, Lima, Peru., Flores A; High Mountain Ecosystem Research Group, National University of San Marcos, 15081, Lima, Peru., Diaz L; High Mountain Ecosystem Research Group, National University of San Marcos, 15081, Lima, Peru., Cuenca N; High Mountain Ecosystem Research Group, National University of San Marcos, 15081, Lima, Peru., Espinoza W; High Mountain Ecosystem Research Group, National University of San Marcos, 15081, Lima, Peru., Prudencio F; Sub-directorate of Atmospheric and Hydrospheric Sciences, Geophysical Institute of Peru, 15012, Lima, Peru., Llactayo V; High Mountain Ecosystem Research Group, National University of San Marcos, 15081, Lima, Peru., Montero D; Remote Sensing Centre for Earth Systems Research (RSC4Earth), Leipzig University, 04103, Leipzig, Germany., Sudmanns M; Department of Geoinformatics - Z_GIS, University of Salzburg, 5020, Salzburg, Austria., Tiede D; Department of Geoinformatics - Z_GIS, University of Salzburg, 5020, Salzburg, Austria., Mateo-García G; Image Processing Laboratory, University of Valencia, 46980, Valencia, Spain., Gómez-Chova L; Image Processing Laboratory, University of Valencia, 46980, Valencia, Spain.

Publikováno v: Scientific data [Sci Data] 2022 Dec 24; Vol. 9 (1), pp. 782. Date of Electronic Publication: 2022 Dec 24.

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Deep Learning-Based Cloud Detection for Optical Remote Sensing Images: A Survey.

Autor: Wang, Zhengxin^1,2 (AUTHOR) zx.wang5@siat.ac.cn, Zhao, Longlong^1,3 (AUTHOR) ll.zhao@siat.ac.cn, Meng, Jintao¹ (AUTHOR) jt.meng@siat.ac.cn, Han, Yu^1,3 (AUTHOR) yu.han@siat.ac.cn, Li, Xiaoli^1,3 (AUTHOR) xl.li2@siat.ac.cn, Jiang, Ruixia^1,4 (AUTHOR) rx.jiang1@siat.ac.cn, Chen, Jinsong^1,3 (AUTHOR) js.chen@siat.ac.cn, Li, Hongzhong^1,3 (AUTHOR) hz.li@siat.ac.cn

Publikováno v: Remote Sensing. Dec2024, Vol. 16 Issue 23, p4583. 31p.