Artificial intelligence for climate prediction of extremes: State of the art, challenges, and future perspectives

S Materia, LP García, C van Straaten… - Wiley …, 2024 - Wiley Online Library
Extreme events such as heat waves and cold spells, droughts, heavy rain, and storms are
particularly challenging to predict accurately due to their rarity and chaotic nature, and …

Can southern Australian rainfall decline be explained? A review of possible drivers

RC McKay, G Boschat, I Rudeva… - Wiley …, 2023 - Wiley Online Library
Southern Australia's rainfall is highly variable and influenced by factors across scales from
synoptic weather to large‐scale circulation and remote climate modes of variability …

Atmospheric waves and global seismoacoustic observations of the January 2022 Hunga eruption, Tonga

RS Matoza, D Fee, JD Assink, AM Iezzi, DN Green… - Science, 2022 - science.org
The 15 January 2022 climactic eruption of Hunga volcano, Tonga, produced an explosion in
the atmosphere of a size that has not been documented in the modern geophysical record …

Natural gas savings in Germany during the 2022 energy crisis

O Ruhnau, C Stiewe, J Muessel, L Hirth - Nature Energy, 2023 - nature.com
Russia curbed its natural gas supply to Europe in 2021 and 2022, creating a grave energy
crisis. This Article empirically estimates the crisis response of natural gas consumers in …

Pangu-weather: A 3d high-resolution model for fast and accurate global weather forecast

K Bi, L **e, H Zhang, X Chen, X Gu, Q Tian - arxiv preprint arxiv …, 2022 - arxiv.org
In this paper, we present Pangu-Weather, a deep learning based system for fast and
accurate global weather forecast. For this purpose, we establish a data-driven environment …

Daily Local-Level Estimates of Ambient Wildfire Smoke PM2.5 for the Contiguous US

ML Childs, J Li, J Wen, S Heft-Neal… - Environmental …, 2022 - ACS Publications
Smoke from wildfires is a growing health risk across the US. Understanding the spatial and
temporal patterns of such exposure and its population health impacts requires separating …

Enhancing climate resilience in businesses: The role of artificial intelligence

S Singh, MK Goyal - Journal of Cleaner Production, 2023 - Elsevier
The abrupt rise in extreme weather events (floods, heat waves, droughts, etc.) due to
changing climate in the last decades has increased the level of threats to various sectors …

Generative emulation of weather forecast ensembles with diffusion models

L Li, R Carver, I Lopez-Gomez, F Sha, J Anderson - Science Advances, 2024 - science.org
Uncertainty quantification is crucial to decision-making. A prominent example is probabilistic
forecasting in numerical weather prediction. The dominant approach to representing …

Numerical simulation of atmospheric Lamb waves generated by the 2022 Hunga‐Tonga volcanic eruption

A Amores, S Monserrat, M Marcos… - Geophysical …, 2022 - Wiley Online Library
Abstract On 15 January 2022, around 4: 30 UTC the eruption of the Hunga‐Tonga volcano,
in the South Pacific Ocean, generated a violent underwater explosion. In addition to tsunami …

Substantial cooling effect from aerosol-induced increase in tropical marine cloud cover

Y Chen, J Haywood, Y Wang, F Malavelle… - Nature …, 2024 - nature.com
With global warming currently standing at approximately+ 1.2° C since pre-industrial times,
climate change is a pressing global issue. Marine cloud brightening is one proposed …