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@inproceedings{DBLP:conf/ci/0006L20, author = {Taehee Lee and Charles E. Lawrence}, editor = {Duncan Watson{-}Parris and Anastase Alexandre Charantonis}, title = {A Gaussian process state-space model for atmospheric {CO2} and sea surface temperature index reconstruction from boron isotope and planktonic {\(\delta\)}18O proxies}, booktitle = {{CI} 2020: 10th International Conference on Climate Informatics, Virtual Event, Oxford, UK, September 23-25, 2020}, pages = {44--51}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3429309.3429316}, doi = {10.1145/3429309.3429316}, timestamp = {Tue, 19 Jan 2021 18:46:42 +0100}, biburl = {https://dblp.org/rec/conf/ci/0006L20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ci/AmatoGHK20, author = {Federico Amato and Fabian Guignard and Vincent Humphrey and Mikhail F. Kanevski}, editor = {Duncan Watson{-}Parris and Anastase Alexandre Charantonis}, title = {Spatio-temporal evolution of global surface temperature distributions}, booktitle = {{CI} 2020: 10th International Conference on Climate Informatics, Virtual Event, Oxford, UK, September 23-25, 2020}, pages = {37--43}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3429309.3429315}, doi = {10.1145/3429309.3429315}, timestamp = {Wed, 03 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ci/AmatoGHK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ci/Bano-Medina20, author = {Jorge Ba{\~{n}}o{-}Medina}, editor = {Duncan Watson{-}Parris and Anastase Alexandre Charantonis}, title = {Understanding Deep Learning Decisions in Statistical Downscaling Models}, booktitle = {{CI} 2020: 10th International Conference on Climate Informatics, Virtual Event, Oxford, UK, September 23-25, 2020}, pages = {79--85}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3429309.3429321}, doi = {10.1145/3429309.3429321}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ci/Bano-Medina20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ci/BeauchampFUBC20, author = {Maxime Beauchamp and Ronan Fablet and Cl{\'{e}}ment Ubelmann and Maxime Ballarotta and Bertrand Chapron}, editor = {Duncan Watson{-}Parris and Anastase Alexandre Charantonis}, title = {Data-driven and learning-based interpolations of along-track Nadir and wide-swath {SWOT} altimetry observations}, booktitle = {{CI} 2020: 10th International Conference on Climate Informatics, Virtual Event, Oxford, UK, September 23-25, 2020}, pages = {22--29}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3429309.3429313}, doi = {10.1145/3429309.3429313}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ci/BeauchampFUBC20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ci/ChattopadhyayMH20, author = {Ashesh Chattopadhyay and Mustafa Mustafa and Pedram Hassanzadeh and Karthik Kashinath}, editor = {Duncan Watson{-}Parris and Anastase Alexandre Charantonis}, title = {Deep spatial transformers for autoregressive data-driven forecasting of geophysical turbulence}, booktitle = {{CI} 2020: 10th International Conference on Climate Informatics, Virtual Event, Oxford, UK, September 23-25, 2020}, pages = {106--112}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3429309.3429325}, doi = {10.1145/3429309.3429325}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ci/ChattopadhyayMH20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ci/GroenkeMM20, author = {Brian Groenke and Luke Madaus and Claire Monteleoni}, editor = {Duncan Watson{-}Parris and Anastase Alexandre Charantonis}, title = {ClimAlign: Unsupervised statistical downscaling of climate variables via normalizing flows}, booktitle = {{CI} 2020: 10th International Conference on Climate Informatics, Virtual Event, Oxford, UK, September 23-25, 2020}, pages = {60--66}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3429309.3429318}, doi = {10.1145/3429309.3429318}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ci/GroenkeMM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ci/HouranyMFTC20, author = {Roy El Hourany and Carlos Mejia and Ghaleb Faour and Sylvie Thiria and Michel Cr{\'{e}}pon}, editor = {Duncan Watson{-}Parris and Anastase Alexandre Charantonis}, title = {A Neural-based Bio-regionalization of the Mediterranean Sea using Satellite and Argo-Float Records}, booktitle = {{CI} 2020: 10th International Conference on Climate Informatics, Virtual Event, Oxford, UK, September 23-25, 2020}, pages = {120--127}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3429309.3429327}, doi = {10.1145/3429309.3429327}, timestamp = {Fri, 04 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ci/HouranyMFTC20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ci/JonesLCW20, author = {William K. Jones and Redouane Lguensat and Anastase Alexandre Charantonis and Duncan Watson{-}Parris}, editor = {Duncan Watson{-}Parris and Anastase Alexandre Charantonis}, title = {The 2020 Climate Informatics Hackathon: Generating Nighttime Satellite Imagery from Infrared Observations}, booktitle = {{CI} 2020: 10th International Conference on Climate Informatics, Virtual Event, Oxford, UK, September 23-25, 2020}, pages = {134--138}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3429309.3429329}, doi = {10.1145/3429309.3429329}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ci/JonesLCW20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ci/KimSO20, author = {Grace E. Kim and Moritz Steller and Sarah Olson}, editor = {Duncan Watson{-}Parris and Anastase Alexandre Charantonis}, title = {Modeling watershed nutrient concentrations with AutoML}, booktitle = {{CI} 2020: 10th International Conference on Climate Informatics, Virtual Event, Oxford, UK, September 23-25, 2020}, pages = {86--90}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3429309.3429322}, doi = {10.1145/3429309.3429322}, timestamp = {Tue, 19 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ci/KimSO20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ci/LepetitBMV20, author = {Pierre Lepetit and Laurent Barthes and C{\'{e}}cile Mallet and Nicolas Viltard}, editor = {Duncan Watson{-}Parris and Anastase Alexandre Charantonis}, title = {Learning to compare visibility on webcam images}, booktitle = {{CI} 2020: 10th International Conference on Climate Informatics, Virtual Event, Oxford, UK, September 23-25, 2020}, pages = {91--97}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3429309.3429323}, doi = {10.1145/3429309.3429323}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ci/LepetitBMV20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ci/Mitra20, author = {Adway Mitra}, editor = {Duncan Watson{-}Parris and Anastase Alexandre Charantonis}, title = {A Hybrid Deep Generative Approach to Simulate Spatial Patterns of Daily Temperature and Rainfall}, booktitle = {{CI} 2020: 10th International Conference on Climate Informatics, Virtual Event, Oxford, UK, September 23-25, 2020}, pages = {1--7}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3429309.3429310}, doi = {10.1145/3429309.3429310}, timestamp = {Tue, 19 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ci/Mitra20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ci/MooersTMPB20, author = {Griffin Mooers and Jens Tuyls and Stephan Mandt and Mike Pritchard and Tom G. Beucler}, editor = {Duncan Watson{-}Parris and Anastase Alexandre Charantonis}, title = {Generative Modeling of Atmospheric Convection}, booktitle = {{CI} 2020: 10th International Conference on Climate Informatics, Virtual Event, Oxford, UK, September 23-25, 2020}, pages = {98--105}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3429309.3429324}, doi = {10.1145/3429309.3429324}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ci/MooersTMPB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ci/NoorbakhshCR20, author = {Mohammad Noorbakhsh and Colm Connaughton and Francisco Aparecido Rodrigues}, editor = {Duncan Watson{-}Parris and Anastase Alexandre Charantonis}, title = {Discovering Causal Factors of Drought in Ethiopia}, booktitle = {{CI} 2020: 10th International Conference on Climate Informatics, Virtual Event, Oxford, UK, September 23-25, 2020}, pages = {72--78}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3429309.3429320}, doi = {10.1145/3429309.3429320}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ci/NoorbakhshCR20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ci/OliveiraZKLB20, author = {Julianna C. Oliveira and Eduardo Zorita and Vimal Koul and Thomas Ludwig and Johanna Baehr}, editor = {Duncan Watson{-}Parris and Anastase Alexandre Charantonis}, title = {Forecast opportunities for European summer climate ensemble predictions using Self-Organising Maps}, booktitle = {{CI} 2020: 10th International Conference on Climate Informatics, Virtual Event, Oxford, UK, September 23-25, 2020}, pages = {67--71}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3429309.3429319}, doi = {10.1145/3429309.3429319}, timestamp = {Fri, 22 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ci/OliveiraZKLB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ci/SahaNM20, author = {Moumita Saha and Ravi S. Nanjundiah and Claire Monteleoni}, editor = {Duncan Watson{-}Parris and Anastase Alexandre Charantonis}, title = {CNN-Based Forecasting of Intraseasonal Mean and Active/Break Spells for Indian Summer Monsoon}, booktitle = {{CI} 2020: 10th International Conference on Climate Informatics, Virtual Event, Oxford, UK, September 23-25, 2020}, pages = {15--21}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3429309.3429312}, doi = {10.1145/3429309.3429312}, timestamp = {Tue, 19 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ci/SahaNM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ci/SheltonP020, author = {Jacquelyn Shelton and Przemyslaw Polewski and Wei Yao}, editor = {Duncan Watson{-}Parris and Anastase Alexandre Charantonis}, title = {U-net for learning and inference of dense representation of multiple air pollutants from satellite imagery}, booktitle = {{CI} 2020: 10th International Conference on Climate Informatics, Virtual Event, Oxford, UK, September 23-25, 2020}, pages = {128--133}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3429309.3429328}, doi = {10.1145/3429309.3429328}, timestamp = {Tue, 19 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ci/SheltonP020.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ci/SinhaGKDKECM20, author = {Saumya Sinha and Sophie Giffard{-}Roisin and Fatima Karbou and Michael Deschatres and Anna Karas and Nicolas Eckert and C{\'{e}}cile Col{\'{e}}ou and Claire Monteleoni}, editor = {Duncan Watson{-}Parris and Anastase Alexandre Charantonis}, title = {Variational Autoencoder Anomaly-Detection of Avalanche Deposits in Satellite {SAR} Imagery}, booktitle = {{CI} 2020: 10th International Conference on Climate Informatics, Virtual Event, Oxford, UK, September 23-25, 2020}, pages = {113--119}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3429309.3429326}, doi = {10.1145/3429309.3429326}, timestamp = {Tue, 19 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ci/SinhaGKDKECM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ci/VignottoSLF20, author = {Edoardo Vignotto and Sebastian Sippel and Flavio Lehner and Erich Fischer}, editor = {Duncan Watson{-}Parris and Anastase Alexandre Charantonis}, title = {Towards dynamical adjustment of the full temperature distribution}, booktitle = {{CI} 2020: 10th International Conference on Climate Informatics, Virtual Event, Oxford, UK, September 23-25, 2020}, pages = {52--59}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3429309.3429317}, doi = {10.1145/3429309.3429317}, timestamp = {Tue, 19 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ci/VignottoSLF20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ci/ViltardLMBM20, author = {Nicolas Viltard and Pierre Lepetit and C{\'{e}}cile Mallet and Laurent Barth{\`{e}}s and Audrey Martini}, editor = {Duncan Watson{-}Parris and Anastase Alexandre Charantonis}, title = {Retrieving Rain rates from space borne microwave sensors using U-nets}, booktitle = {{CI} 2020: 10th International Conference on Climate Informatics, Virtual Event, Oxford, UK, September 23-25, 2020}, pages = {30--36}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3429309.3429314}, doi = {10.1145/3429309.3429314}, timestamp = {Wed, 20 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ci/ViltardLMBM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ci/YadavG20, author = {Nishant Yadav and Auroop R. Ganguly}, editor = {Duncan Watson{-}Parris and Anastase Alexandre Charantonis}, title = {A Deep Learning Approach to Short-Term Quantitative Precipitation Forecasting}, booktitle = {{CI} 2020: 10th International Conference on Climate Informatics, Virtual Event, Oxford, UK, September 23-25, 2020}, pages = {8--14}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3429309.3429311}, doi = {10.1145/3429309.3429311}, timestamp = {Tue, 19 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ci/YadavG20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/ci/2020, editor = {Duncan Watson{-}Parris and Anastase Alexandre Charantonis}, title = {{CI} 2020: 10th International Conference on Climate Informatics, Virtual Event, Oxford, UK, September 23-25, 2020}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3429309}, doi = {10.1145/3429309}, isbn = {978-1-4503-8848-1}, timestamp = {Tue, 19 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ci/2020.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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