Pushing the frontiers in climate modelling and analysis with machine learning
Climate modelling and analysis are facing new demands to enhance projections and
climate information. Here we argue that now is the time to push the frontiers of machine …
climate information. Here we argue that now is the time to push the frontiers of machine …
Future atmospheric rivers and impacts on precipitation: Overview of the ARTMIP Tier 2 high‐resolution global warming experiment
Atmospheric rivers (ARs) are long, narrow synoptic scale weather features important for
Earth's hydrological cycle typically transporting water vapor poleward, delivering …
Earth's hydrological cycle typically transporting water vapor poleward, delivering …
Sea level rise from West Antarctic mass loss significantly modified by large snowfall anomalies
Mass loss from the West Antarctic Ice Sheet is dominated by glaciers draining into the
Amundsen Sea Embayment (ASE), yet the impact of anomalous precipitation on the mass …
Amundsen Sea Embayment (ASE), yet the impact of anomalous precipitation on the mass …
[HTML][HTML] The extraordinary March 2022 East Antarctica “heat” wave. Part I: observations and meteorological drivers
The Extraordinary March 2022 East Antarctica “Heat” Wave. Part I: Observations and
Meteorological Drivers in: Journal of Climate Volume 37 Issue 3 (2024) Jump to Content …
Meteorological Drivers in: Journal of Climate Volume 37 Issue 3 (2024) Jump to Content …
An overview of ARTMIP's Tier 2 Reanalysis Intercomparison: Uncertainty in the detection of atmospheric rivers and their associated precipitation
Atmospheric rivers, or long but narrow regions of enhanced water vapor transport, are an
important component of the hydrologic cycle as they are responsible for much of the …
important component of the hydrologic cycle as they are responsible for much of the …
[HTML][HTML] Where does the link between atmospheric moisture transport and extreme precipitation matter?
L Gimeno-Sotelo, L Gimeno - Weather and Climate Extremes, 2023 - Elsevier
Atmospheric moisture transport is the primary component of the atmospheric branch of the
water cycle, and its anomalies strongly influence drought and precipitation extremes. We …
water cycle, and its anomalies strongly influence drought and precipitation extremes. We …
Improving CMIP6 atmospheric river precipitation estimation by cycle‐consistent generative adversarial networks
Y Tian, Y Zhao, J Li, H Xu, C Zhang… - Journal of …, 2024 - Wiley Online Library
Given the important role of Atmospheric River precipitation (ARP) in the global hydrological
cycle, accurate representation of ARP is significant. However, general circulation models …
cycle, accurate representation of ARP is significant. However, general circulation models …
[HTML][HTML] Increased amplitude of atmospheric rivers and associated extreme precipitation in ultra-high-resolution greenhouse warming simulations
AB Nellikkattil, JY Lee, B Guan… - … Earth & Environment, 2023 - nature.com
Atmospheric rivers play an integral role in the global water cycle, but predicting their future
changes remains uncertain due to inter-model and inter-detection-method differences …
changes remains uncertain due to inter-model and inter-detection-method differences …
Evaluating uncertainty and modes of variability for Antarctic atmospheric rivers
CA Shields, JD Wille… - Geophysical …, 2022 - Wiley Online Library
Antarctic atmospheric rivers (ARs) are driven by their synoptic environments and lead to
profound and varying impacts along the coastlines and over the continent. The definition …
profound and varying impacts along the coastlines and over the continent. The definition …
A review of recent and emerging machine learning applications for climate variability and weather phenomena
Climate variability and weather phenomena can cause extremes and pose significant risk to
society and ecosystems, making continued advances in our physical understanding of such …
society and ecosystems, making continued advances in our physical understanding of such …