MUMUCD: A Multimodal Multiclass Change Detection Dataset.

Federico Serva

Federico Serva Alessandro Sebastianelli Bertrand Le Saux Federico Ricciuti MUMUCD: A Multimodal Multiclass Change Detection Dataset. 1-5 2025 22 IEEE Geosci. Remote. Sens. Lett. https://doi.org/10.1109/LGRS.2025.3585797 db/journals/lgrs/lgrs22.html#ServaSSR25 streams/journals/lgrs

Luca Di Liberto Francesco Colao Federico Serva Alessandro Bracci Francesco Cairo Marcel Snels Polar Stratospheric Cloud Observations at Concordia Station by Remotely Controlled Lidar Observatory. 2228 2024 June 16 Remote. Sens. 12 https://doi.org/10.3390/rs16122228 db/journals/remotesensing/remotesensing16.html#LibertoCSBCS24

Gabriele Meoni Roberto Del Prete Federico Serva Alix De Beussche Olivier Colin Nicolas Longépé Unlocking the Use of Raw Multispectral Earth Observation Imagery for Onboard Artificial Intelligence. 12521-12537 2024 17 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. https://doi.org/10.1109/JSTARS.2024.3418891 db/journals/staeors/staeors17.html#MeoniPSBCL24 streams/journals/staeors

Patrick Ebel 0002 Brandon Victor Peter Naylor Gabriele Meoni Federico Serva Rochelle Schneider Implicit Assimilation of Sparse In Situ Data for Dense & Global Storm Surge Forecasting. 471-480 2024 CVPR Workshops https://doi.org/10.1109/CVPRW63382.2024.00052 conf/cvpr/2024w db/conf/cvpr/cvprw2024.html#0002VNMSS22

Patrick Ebel 0002 Brandon Victor Peter Naylor Gabriele Meoni Federico Serva Rochelle Schneider Implicit Assimilation of Sparse In Situ Data for Dense & Global Storm Surge Forecasting. 2024 abs/2404.05758 CoRR https://doi.org/10.48550/arXiv.2404.05758 db/journals/corr/corr2404.html#abs-2404-05758

Kai Jeggle Mikolaj Czerkawski Federico Serva Bertrand Le Saux David Neubauer Ulrike Lohmann IceCloudNet: 3D reconstruction of cloud ice from Meteosat SEVIRI. 2024 abs/2410.04135 CoRR https://doi.org/10.48550/arXiv.2410.04135 db/journals/corr/corr2410.html#abs-2410-04135 streams/journals/corr

Gabriele Meoni Roberto Del Prete Federico Serva Alix De Beussche Olivier Colin Nicolas Longépé THRawS: A Novel Dataset for Thermal Hotspots Detection in Raw Sentinel-2 Data. 2023 abs/2305.11891 CoRR https://doi.org/10.48550/arXiv.2305.11891 db/journals/corr/corr2305.html#abs-2305-11891

Kai Jeggle Mikolaj Czerkawski Federico Serva Bertrand Le Saux David Neubauer Ulrike Lohmann IceCloudNet: Cirrus and mixed-phase cloud prediction from SEVIRI input learned from sparse supervision. 2023 abs/2310.03499 CoRR https://doi.org/10.48550/arXiv.2310.03499 db/journals/corr/corr2310.html#abs-2310-03499

Juan Francisco Amieva A. Austoni Maria A. Brovelli Luigi Ansalone Peter Naylor Federico Serva Bertrand Le Saux Deep-Learning-based Change Detection with Spaceborne Hyperspectral PRISMA data. 2023 abs/2310.13627 CoRR https://doi.org/10.48550/arXiv.2310.13627 db/journals/corr/corr2310.html#abs-2310-13627

Carlo Lacagnina Francisco Doblas-Reyes Gilles Larnicol Carlo Buontempo André Obregón Montserrat Costa-Surós Daniel San Martín Pierre-Antoine Bretonnière Suraj D. Polade Vanya Romanova Davide Putero Federico Serva Alba Llabrés-Brustenga Antonio Pérez Davide Cavaliere Olivier Membrive Christian Steger Núria Pérez-Zanón Paolo Cristofanelli Fabio Madonna Marco Rosoldi Aku Riihelä Markel García Díez Quality Management Framework for Climate Datasets. 10 2022 21 Data Sci. J. https://doi.org/10.5334/dsj-2022-010 https://www.wikidata.org/entity/Q114105624 db/journals/datascience/datascience21.html#LacagninaDLBOCM22

Aleksandra Gruca Federico Serva Llorenç Lliso Pilar Rípodas Xavier Calbet Pedro Herruzo Jirí Pihrt Rudolf Raevskiy Petr Simánek Matej Choma Yang Li Haiyu Dong Yury Belousov 0001 Sergey Polezhaev Brian Pulfer Minseok Seo Doyi Kim Seungheon Shin Eunbin Kim Sewoong Ahn Yeji Choi Jinyoung Park 0001 Minseok Son Seungju Cho Inyoung Lee Changick Kim Taehyeon Kim 0001 Shinhwan Kang Hyeonjeong Shin Deukryeol Yoon Seongha Eom Kijung Shin Se-Young Yun Bertrand Le Saux Michael K. Kopp 0001 Sepp Hochreiter David P. Kreil Weather4cast at NeurIPS 2022: Super-Resolution Rain Movie Prediction under Spatio-temporal Shifts. 292-313 2021 NeurIPS (Competition and Demos) https://proceedings.mlr.press/v220/gruca22a.html https://neurips.cc/virtual/2022/competition/50099 conf/nips/2022demo db/conf/nips/demo2022.html#GrucaSLRCHPRSCLDBPPSKSKACPSCLKKKSYESYS21 Sewoong Ahn Juan Francisco Amieva Luigi Ansalone A. Austoni Yury Belousov 0001 Alix De Beussche Alessandro Bracci Pierre-Antoine Bretonnière Maria A. Brovelli Carlo Buontempo Francesco Cairo Xavier Calbet Davide Cavaliere Seungju Cho Yeji Choi Matej Choma Francesco Colao Olivier Colin Montserrat Costa-Surós Paolo Cristofanelli Mikolaj Czerkawski Markel García Díez Francisco Doblas-Reyes Haiyu Dong Patrick Ebel 0002 Seongha Eom Aleksandra Gruca Pedro Herruzo Sepp Hochreiter Kai Jeggle Shinhwan Kang Changick Kim Doyi Kim Eunbin Kim Taehyeon Kim 0001 Michael Kopp 0001Michael K. Kopp 0001 David P. Kreil Carlo Lacagnina Gilles Larnicol Inyoung Lee Yang Li Luca Di Liberto Alba Llabrés-Brustenga Llorenç Lliso Ulrike Lohmann Nicolas Longépé Fabio Madonna Daniel San Martín Olivier Membrive Gabriele Meoni Peter Naylor David Neubauer André Obregón Jinyoung Park 0001 Antonio Pérez Núria Pérez-Zanón Jirí Pihrt Suraj D. Polade Sergey Polezhaev Roberto Del Prete Brian Pulfer Davide Putero Rudolf Raevskiy Federico Ricciuti Aku Riihelä Pilar Rípodas Vanya Romanova Marco Rosoldi Bertrand Le Saux Rochelle Schneider Alessandro Sebastianelli Minseok Seo Hyeonjeong Shin Kijung Shin Seungheon Shin Petr Simánek Marcel Snels Minseok Son Christian Steger Brandon Victor Deukryeol Yoon Se-Young Yun