Translated from Latin as read the paper group. On a weekly basis our science team reads and reviews anything from Challenges design choices for global weather and climate models based on machine learning to DiffEqFlux.jl - A Julia Library for Neural Differential Equations .
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Talk:
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Authors: Ted
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Lead by: Maxime Rischards
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Notes: Summary and discussion
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Authors: Karoliina Pulkkinen, Sabine Undorf, Frida Bender, Per Wikman-Svahn, Francisco Doblas-Reyes, Clare Flynn, Gabriele C. Hegerl, Aiden Jönsson, Gah-Kai Leung, Joe Roussos, Theodore G. Shepherd and Erica Thompson
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Lead by: Chloé Prod'Homme
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Notes: Summary and discussion
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Authors: Amir AghaKouchak , Laurie S. Huning , Felicia Chiang , Mojtaba Sadegh , Farshid Vahedifard , Omid Mazdiyasni , Hamed Moftakhari & Iman Mallakpour
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Lead by: Laura Zamboni
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Notes: Summary and discussion
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Paper: The Global Wind Atlas: An EUDP project carried out by DTU Wind Energy
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Authors: Badger, Jake; Hahmann, Andrea ; Larsén, Xiaoli Guo; Badger, Merete; Kelly, Mark; Olsen, Bjarke T.; Mortensen, Niels G.
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Lead by: Amit Kushwaha
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Notes: Summary and discussion
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Authors: Simon Dietz and Nicholas Stern
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Presenter: Tim DuBois
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Paper: A review of drought concepts
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Authors: Ashok K. Mishra and Vijay P. Singh.
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Presenter: Owen van Eer
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Paper: [The use of the multi-model ensemble in probabilistic climate projections](The use of the multi-model ensemble in probabilistic climate projections)
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Authors: Claudia Tebaldi and Reto Knutti.
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Presenter: Laura Zamboni
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Paper: Downscaling probability of long heatwaves based on seasonal mean daily maximum temperatures
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Authors: Rasmus E. Benestad, Bob van Oort, Flavio Justino, Frode Stordal, Kajsa M. Parding, Abdelkader Mezghani, Helene B. Erlandsen, Jana Sillmann, and Milton E. Pereira-Flores.
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Presenter: Ramani Lachyan and Lukas Scholtes
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Authors: Alberto Viglione, Ralf Merz, José Luis Salinas, and Günter Blöschl.
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Presenter: Maxime Rischard
Paper: Quantifying CO2 emissions from individual power plants from space
Authors: [Ray Nassar], [Timothy G. Hill], [Chris A. McLinden], [Debra Wunch], [Dylan B.A. Jones], [David Crisp]
Paper: Estimating power plant CO2 emission using OCO-2 XCO2 and high resolution WRF-Chem simulations
Authors: [Zheng Tao], [Ray Nassar], [Martin Baxter]
Presenter: Maxim Chernetskiy
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Authors: Annalisa Cherchi, Andrea F. Carril, Claudio G. Menéndez, and Laura Zamboni
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Presenter: Laura Zamboni
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Paper: Trend analysis of climate time series: A review of methods
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Authors: Manfred Mudelsee
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Presenter: Lukas Scholtes
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Paper: Continuous Spatial Process Models for Spatial Extreme Values
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Authors: Huiyan Sang and Alan E. Gelfand
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Presenter: Maxime Rischard
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Paper: ClimAlign: Unsupervised statistical downscaling of climate variables via normalizing flows
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Authors: Brian Groenke, Luke Madaus and Claire Monteleoni
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Presenter: Jev Gamper
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Paper: Use of climate information for decision making and impacts research: state of our understanding
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Authors: Rao Kotamarthi, Linda Mearns, Kartherine Hayhoe, Christopher L. Castro and Donald Wuebbles
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Presenter: Laura P. Zamboni
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Paper: The increasing likelihood of temperatures above 30 to 40 °C in the United Kingdom
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Authors: Nikolas Christidis, Mark McCarthy and Peter Stott
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Presenter: Owen van Eer
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Authors: Zvika Ben-Haim, Vladimir Anisimov, Aaron Yonas, Varun Gulshan, Yusef Shaf, Stephan Hoyer, and Sella Nevo
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Presenter: Maxim Chernetskiy
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Authors: H. C. Winsemius, L. P. H. Van Beek, B. Jongman, P. J. Ward, and A. Bouwman
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Presenter: Owen van Eer
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Paper: The Potential Predictability of Fire Danger Provided by Numerical Weather Prediction
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Authors: Francesca DI GIUSEPPE, Florian Pappenberger, Fredrik Wetterhall, Blazej Krzeminski, Andrea Camia, Giorgio Libertá, Jesus San Miguel
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Presenter: Ramani Lachyan
- Paper: Causal Bayesian Optimisation
- Authors: Virginia Aglietti, Xiaoyu Lu, Andrei Paleyes, Javier Gonzalez
- Presenter: Virginia Aglietti
- Paper: A Review of the Applications of Remote Sensing in Fire Ecology
- Authors: David M. Szpakowski, Jennifer L. R. Jensen
- Presenter: Maxim Chernetskiy
- Paper: Efficient multiclass ROC approximation by decompoistion via confusion matrix pertrubation analysis
- Authors: Thomas C. W. Landgrebe, Robert P. W. Duin
- Presenter: Jev Gamper
- Paper: Towards a continuous approach of functional-structural plant growth
- Authors: Zhongping Li. et al
- Presenter: Maud Lemercier
- Paper: 25 years of the WOFOST cropping systems model
- Authors: de Wit, et al.
- Presenters: Ramani Lachyan, Lukas Scholtes
- Paper: Challenges and design choices for global weather and climate models based on machine learning
- Authors: Peter D. Dueben, Peter Bauer
- Presenter: Jev Gamper
- Paper: DiffEqFlux.jl - A Julia Library for Neural Differential Equations
- Authors: Chris Rackauckas, Mike Innes, Yingbo Ma, Jesse Bettencourt, Lyndon White, Vaibhav Dixit
- Presenter: Maxime Rischard
- Paper: MCYFS Forecasting Methodology, Performance of the MARS-crop yield forecasting system for the EuropeanUnion: Assessing accuracy, in-season, and year-to-year improvements from1993 to 2015
- Authors: Marijn Van Der Velde, Luigi Nisini
- Presenters: Ramani Lachyan, Lukas Scholtes
- Paper: FORCE—Landsat + Sentinel-2 Analysis Ready Data and Beyond
- Autors: David Frantz
- Presenters: Micheal Griffiths
- Paper: The Ethics of AI Ethics
- Authors: Thilo Hagendorff
- Presenter: Agnes Schim van der Loeff
- Paper: Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks
- Authors: Jun-Yan Zhu, Taesung Park, Phillip Isola, Alexei A. Efros
- Presenter: Michael Zotov
- Paper: Image masking for crop yield forecasting using AVHRR NDVI time series imagery
- Authors: Jude H. Kastens, Terry L. Kastens, Dietrich L.A. Kastens, Kevin P. Prince, Edward A. Martinko, Re-Yang Lee
- Presenter: Owen van Eer
- Paper: Improving Subseasonal Forecasting in the Western U.S. with Machine Learning
- Authors: Jessica Hwang, Paulo Orenstein, Judah Cohen, Karl Pfeiffer, Lester Mackey
- Presenter: Jev Gamper
