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 …

Analysis, characterization, prediction, and attribution of extreme atmospheric events with machine learning and deep learning techniques: a review

S Salcedo-Sanz, J Pérez-Aracil, G Ascenso… - Theoretical and Applied …, 2024 - Springer
Atmospheric extreme events cause severe damage to human societies and ecosystems.
The frequency and intensity of extremes and other associated events are continuously …

Record-shattering 2023 Spring heatwave in western Mediterranean amplified by long-term drought

M Lemus-Canovas, D Insua-Costa, RM Trigo… - npj Climate and …, 2024 - nature.com
The western Mediterranean region experienced an exceptional and unprecedented early
heatwave in April 2023. By shattering historical temperature records, especially in the …

Role of atmospheric resonance and land–atmosphere feedbacks as a precursor to the June 2021 Pacific Northwest Heat Dome event

X Li, ME Mann, MF Wehner… - Proceedings of the …, 2024 - National Acad Sciences
We demonstrate an indirect, rather than direct, role of quasi-resonant amplification of
planetary waves in a summer weather extreme. We find that there was an interplay between …

Foundation models for weather and climate data understanding: A comprehensive survey

S Chen, G Long, J Jiang, D Liu, C Zhang - arxiv preprint arxiv:2312.03014, 2023 - arxiv.org
As artificial intelligence (AI) continues to rapidly evolve, the realm of Earth and atmospheric
sciences is increasingly adopting data-driven models, powered by progressive …

Global emergence of regional heatwave hotspots outpaces climate model simulations

K Kornhuber, S Bartusek, R Seager… - Proceedings of the …, 2024 - pnas.org
Multiple recent record-shattering weather events raise questions about the adequacy of
climate models to effectively predict and prepare for unprecedented climate impacts on …

Surfactant-Modified monoethanolamine for better foaming to enhance CO2 removal efficiency

Y Ge, Z Zhang, L Yang, F Liu, X Yang, K Liu - Chemical Engineering …, 2024 - Elsevier
This study investigated the foaming modification and reaction mechanism of
monoethanolamine (MEA) using surfactants, and systematically evaluated the performance …

Sketching the spatial disparities in heatwave trends by changing atmospheric teleconnections in the Northern Hemisphere

F Cai, C Liu, D Gerten, S Yang, T Zhang, K Li… - Nature …, 2024 - nature.com
Pronounced spatial disparities in heatwave trends are bound up with a diversity of
atmospheric signals with complex variations, including different phases and wavenumbers …

Preventing heat-related deaths: The urgent need for a global early warning system for heat

C Brimicombe, JD Runkle, C Tuholske… - PLOS …, 2024 - journals.plos.org
Heatwaves are the deadliest weather hazard and people and societies across the world
continue to suffer from heat-related impacts. Future climate projections show a troubling …

The influence of plant water stress on vegetation–atmosphere exchanges: implications for ozone modelling

T Emmerichs, YS Lu, D Taraborrelli - Biogeosciences, 2024 - bg.copernicus.org
Evapotranspiration is important for Earth's water and energy cycles as it strongly affects air
temperature, cloud cover, and precipitation. Leaf stomata are the conduit of transpiration …