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Prioritize environmental sustainability in use of AI and data science methods.
- Published in:
- Nature Geoscience, 2024, v. 17, n. 2, p. 106, doi. 10.1038/s41561-023-01369-y
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- Article
Downscaling precipitation over High Mountain Asia using Multi-Fidelity Gaussian Processes: Improved estimates from ERA5.
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- Hydrology & Earth System Sciences Discussions, 2023, p. 1, doi. 10.5194/egusphere-2023-2145
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- Article
Using probabilistic machine learning to better model temporal patterns in parameterizations: a case study with the Lorenz 96 model.
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- Geoscientific Model Development, 2023, v. 16, n. 15, p. 4501, doi. 10.5194/gmd-16-4501-2023
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- Article
Environmental sensor placement with convolutional Gaussian neural processes.
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- Environmental Data Science, 2023, v. 2, p. 1, doi. 10.1017/eds.2023.22
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Using Probabilistic Machine Learning to Better Model Temporal Patterns in Parameterizations: a case study with the Lorenz 96 model.
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- Geoscientific Model Development Discussions, 2022, p. 1, doi. 10.5194/egusphere-2022-912
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- Article
Convolutional conditional neural processes for local climate downscaling.
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- Geoscientific Model Development, 2022, v. 15, n. 1, p. 251, doi. 10.5194/gmd-15-251-2022
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- Article
Seasonal Arctic sea ice forecasting with probabilistic deep learning.
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- Nature Communications, 2021, v. 12, n. 1, p. 1, doi. 10.1038/s41467-021-25257-4
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Inhomogeneity of the Surface Air Temperature Record from Halley, Antarctica.
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- Journal of Climate, 2021, v. 34, n. 12, p. 4771, doi. 10.1175/JCLI-D-20-0748.1
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Convolutional conditional neural processes for local climate downscaling.
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- Geoscientific Model Development Discussions, 2021, p. 1, doi. 10.5194/gmd-2020-420P
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- Article
Polar stratospheric clouds initiated by mountain waves in a global chemistry–climate model: a missing piece in fully modelling polar stratospheric ozone depletion.
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- Atmospheric Chemistry & Physics, 2020, v. 20, n. 21, p. 12483, doi. 10.5194/acp-20-12483-2020
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- Article
Projecting ozone hole recovery using an ensemble of chemistry–climate models weighted by model performance and independence.
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- Atmospheric Chemistry & Physics, 2020, v. 20, n. 16, p. 9961, doi. 10.5194/acp-20-9961-2020
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- Article
PSCs initiated by mountain waves in a global chemistry-climate model: A missing piece in fully modelling polar stratospheric ozone depletion.
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- Atmospheric Chemistry & Physics Discussions, 2020, p. 1, doi. 10.5194/acp-2020-560
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- Article
The Impact of Changes in Tropical Sea Surface Temperatures over 1979–2012 on Northern Hemisphere High-Latitude Climate.
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- Journal of Climate, 2020, v. 33, n. 12, p. 5103, doi. 10.1175/JCLI-D-19-0456.1
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- Article
Projecting ozone hole recovery using an ensemble of chemistry-climate models weighted by model performance and independence.
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- Atmospheric Chemistry & Physics Discussions, 2020, p. 1, doi. 10.5194/acp-2020-86
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- Article
Bias Correction of High‐Resolution Regional Climate Model Precipitation Output Gives the Best Estimates of Precipitation in Himalayan Catchments.
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- Journal of Geophysical Research. Atmospheres, 2019, v. 124, n. 24, p. 14220, doi. 10.1029/2019JD030804
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The Dominant Role of Extreme Precipitation Events in Antarctic Snowfall Variability.
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- Geophysical Research Letters, 2019, v. 46, n. 6, p. 3502, doi. 10.1029/2018GL081517
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Summer Drivers of Atmospheric Variability Affecting Ice Shelf Thinning in the Amundsen Sea Embayment, West Antarctica.
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- Geophysical Research Letters, 2018, v. 45, n. 9, p. 4124, doi. 10.1029/2018GL077092
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The impact of tropical sea surface temperatures on recent circulation trends over north Canada and Greenland.
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- Geophysical Research Abstracts, 2018, v. 20, p. 4412
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Accumulation in coastal West Antarctic ice core records and the role of cyclone activity.
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- Geophysical Research Letters, 2017, v. 44, n. 17, p. 9084, doi. 10.1002/2017GL074722
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An Assessment of Recent and Future Temperature Change over the Sichuan Basin, China, Using CMIP5 Climate Models.
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- Journal of Climate, 2017, v. 30, n. 17, p. 6701, doi. 10.1175/JCLI-D-16-0536.1
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Unprecedented springtime retreat of Antarctic sea ice in 2016.
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- Geophysical Research Letters, 2017, v. 44, n. 13, p. 6868, doi. 10.1002/2017GL073656
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Variability and trends in the Southern Hemisphere high latitude, quasi-stationary planetary waves.
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- International Journal of Climatology, 2017, v. 37, n. 5, p. 2325, doi. 10.1002/joc.4848
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An assessment of the Polar Weather Research and Forecasting (WRF) model representation of near-surface meteorological variables over West Antarctica.
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- Journal of Geophysical Research. Atmospheres, 2016, v. 121, n. 4, p. 1532, doi. 10.1002/2015JD024037
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Future circulation changes off West Antarctica: Sensitivity of the Amundsen Sea Low to projected anthropogenic forcing.
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- Geophysical Research Letters, 2016, v. 43, n. 1, p. 367, doi. 10.1002/2015GL067143
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Sensitivity of tropical deep convection in global models: effects of horizontal resolution, surface constraints, and 3D atmospheric nudging.
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- Atmospheric Science Letters (John Wiley & Sons, Inc. ), 2015, v. 16, n. 2, p. 148, doi. 10.1002/asl2.540
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Orographic disturbances of surface winds over the shelf waters adjacent to South Georgia.
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- Atmospheric Science Letters (John Wiley & Sons, Inc. ), 2015, v. 16, n. 1, p. 50, doi. 10.1002/asl2.519
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Met Office Unified Model high-resolution simulations of a strong wind event in Antarctica.
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- Quarterly Journal of the Royal Meteorological Society, 2014, v. 140, n. 684, p. 2287, doi. 10.1002/qj.2296
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Temporal and spatial evolution of the Antarctic sea ice prior to the September 2012 record maximum extent.
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- Geophysical Research Letters, 2013, v. 40, n. 22, p. 5894, doi. 10.1002/2013GL058371
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The Influence of the Amundsen-Bellingshausen Seas Low on the Climate of West Antarctica and Its Representation in Coupled Climate Model Simulations.
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- Journal of Climate, 2013, v. 26, n. 17, p. 6633, doi. 10.1175/JCLI-D-12-00813.1
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The Amundsen Sea low.
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- International Journal of Climatology, 2013, v. 33, n. 7, p. 1818, doi. 10.1002/joc.3558
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An Initial Assessment of Antarctic Sea Ice Extent in the CMIP5 Models.
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- Journal of Climate, 2013, v. 26, n. 5, p. 1473, doi. 10.1175/JCLI-D-12-00068.1
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- Article
Strong Dynamical Modulation of the Cooling of the Polar Stratosphere Associated with the Antarctic Ozone Hole.
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- Journal of Climate, 2013, v. 26, n. 2, p. 662, doi. 10.1175/JCLI-D-12-00480.1
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Possible Dynamical Mechanisms for Southern Hemisphere Climate Change due to the Ozone Hole.
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- Journal of the Atmospheric Sciences, 2012, v. 69, n. 10, p. 2917, doi. 10.1175/JAS-D-11-0210.1
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