Climate policy implications of nonlinear decline of Arctic land permafrost and other cryosphere elements G Yumashev, Dmitry Hope, Chris Schaefer, Kevin Riemann-Campe, Kathrin ... Nature Communications 10 (1), 1900, 2019 | 116* | 2019 |
Stratospheric ozone change and related climate impacts over 1850–2100 as modelled by the ACCMIP ensemble F Iglesias-Suarez, PJ Young, O Wild Atmospheric Chemistry and Physics 16 (1), 343-363, 2016 | 45 | 2016 |
Natural halogens buffer tropospheric ozone in a changing climate F Iglesias-Suarez, A Badia, RP Fernandez, CA Cuevas, DE Kinnison, ... Nature Climate Change 10 (2), 147-154, 2020 | 44 | 2020 |
Key drivers of ozone change and its radiative forcing over the 21st century F Iglesias-Suarez, DE Kinnison, A Rap, O Wild, PJ Young Atmospheric Chemistry and Physics Discussion, 1-39, 2017 | 40 | 2017 |
Reactive halogens increase the global methane lifetime and radiative forcing in the 21st century Q Li, RP Fernandez, R Hossaini, F Iglesias-Suarez, CA Cuevas, EC Apel, ... Nature Communications 13 (1), 2768, 2022 | 24 | 2022 |
Deep learning based cloud cover parameterization for ICON A Grundner, T Beucler, P Gentine, F Iglesias‐Suarez, MA Giorgetta, ... Journal of Advances in Modeling Earth Systems 14 (12), e2021MS002959, 2022 | 16 | 2022 |
Seasonal impact of biogenic very short-lived bromocarbons on lowermost stratospheric ozone between 60 N and 60 S during the 21st century JA Barrera, RP Fernandez, F Iglesias-Suarez, CA Cuevas, JF Lamarque, ... Atmospheric Chemistry and Physics 20 (13), 8083-8102, 2020 | 13 | 2020 |
Non‐Linear Dimensionality Reduction With a Variational Encoder Decoder to Understand Convective Processes in Climate Models G Behrens, T Beucler, P Gentine, F Iglesias‐Suarez, M Pritchard, V Eyring Journal of Advances in Modeling Earth Systems 14 (8), e2022MS003130, 2022 | 12 | 2022 |
Natural short-lived halogens exert an indirect cooling effect on climate A Saiz-Lopez, RP Fernandez, Q Li, CA Cuevas, X Fu, DE Kinnison, ... Nature 618 (7967), 967-973, 2023 | 11 | 2023 |
The role of natural halogens in global tropospheric ozone chemistry and budget under different 21st century climate scenarios A Badia, F Iglesias‐Suarez, RP Fernandez, CA Cuevas, DE Kinnison, ... Journal of Geophysical Research: Atmospheres 126 (20), e2021JD034859, 2021 | 11 | 2021 |
Very short-lived halogens amplify ozone depletion trends in the tropical lower stratosphere J Villamayor, F Iglesias-Suarez, CA Cuevas, RP Fernandez, Q Li, ... Nature Climate Change 13 (6), 554-560, 2023 | 7 | 2023 |
Tropical stratospheric circulation and ozone coupled to pacific multi‐decadal variability F Iglesias‐Suarez, O Wild, DE Kinnison, RR Garcia, DR Marsh, ... Geophysical Research Letters 48 (11), e2020GL092162, 2021 | 7 | 2021 |
Causally‐informed deep learning to improve climate models and projections F Iglesias‐Suarez, P Gentine, B Solino‐Fernandez, T Beucler, M Pritchard, ... Journal of Geophysical Research: Atmospheres 129 (4), e2023JD039202, 2024 | 6 | 2024 |
ClimSim: An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators S Yu, WM Hannah, L Peng, MA Bhouri, R Gupta, J Lin, B Lütjens, JC Will, ... arXiv preprint arXiv:2306.08754, 2023 | 5 | 2023 |
ClimSim: A large multi-scale dataset for hybrid physics-ML climate emulation S Yu, W Hannah, L Peng, J Lin, MA Bhouri, R Gupta, B Lütjens, JC Will, ... Advances in Neural Information Processing Systems 36, 2024 | 3 | 2024 |
G. Whiteman (2019) D Yumashev, C Hope, K Schaefer, K Riemann-Campe, F Iglesias-Suarez, ... Climate policy implications of nonlinear decline of arctic land permafrost …, 1900 | 3 | 1900 |
Climate policy implications of nonlinear decline of Arctic land permafrost, snow and sea ice. D Yumashev, C Hope, K Schaefer, K Riemann-Kampe, ... Geophysical Research Abstracts 21, 2019 | 2 | 2019 |
Machine Learning-Based Causally Informed Atmospheric Parametrizations for Climate Models V Eyring, A Grundner, F Iglesias-Suarez, T Beucler, P Gentine, GA Marco, ... AGU Fall Meeting Abstracts 2022, NG16A-03, 2022 | 1 | 2022 |
Climate-Invariant, Causally Consistent Neural Networks as Robust Emulators of Subgrid Processes across Climates T Beucler, F Iglesias-Suarez, V Eyring, M Pritchard, J Runge, P Gentine EGU General Assembly Conference Abstracts, EGU22-722, 2022 | 1 | 2022 |
Improving Atmospheric Processes in Earth System Models with Deep Learning Ensembles and Stochastic Parameterizations G Behrens, T Beucler, F Iglesias-Suarez, S Yu, P Gentine, M Pritchard, ... arXiv preprint arXiv:2402.03079, 2024 | | 2024 |