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 …

Artificial Intelligence for Prediction of Climate Extremes: State of the art, challenges and future perspectives

S Materia, LP García, C van Straaten… - arXiv preprint arXiv …, 2023 - arxiv.org
Scientific and technological advances in numerical modelling have improved the quality of
climate predictions over recent decades, but predictive skill remains limited in many aspects …

[HTML][HTML] Drought-heatwave compound events are stronger in drylands

C Wang, Z Li, Y Chen, L Ouyang, Y Li, F Sun… - Weather and Climate …, 2023 - Elsevier
Climate change is exacerbating the occurrence of compound droughts and heatwaves
(CDHWs), which pose a serious threat to human health and socio-economic development …

Evaluation of future climatology and its uncertainty under SSP scenarios based on a bias processing procedure: A case study of the Lancang-Mekong River Basin

Z Sun, Y Liu, H Chen, J Zhang, J Jin, Z Bao… - Atmospheric …, 2024 - Elsevier
Abstract The Lancang-Mekong River is the most important international river in Southeast
Asia, and its water resources are invaluable for the survival of the inhabitants of the basin …

Spatial-temporal evolution and intrinsic drivers of compound drought and heatwave events in Mainland China

P Shi, Y Li, A Biswas, K Wei, M Hou - Science of The Total Environment, 2024 - Elsevier
Given the devastating effects and potential rising trends of compound drought and heatwave
(CDH) events under the specter of global warming, this study embarks on a comprehensive …

Increased stress from compound drought and heat events on vegetation

S Zhou, S Wu, J Gao, L Liu, D Li, R Yan… - Science of The Total …, 2024 - Elsevier
Compound drought and heat events (CDHEs), which are frequently occurring compound
extreme climate events, have garnered considerable attention because of their detrimental …

Record-breaking and unprecedented compound hot and dry summers in Europe under different emission scenarios

A Dosio, J Spinoni, M Migliavacca - Environmental Research …, 2023 - iopscience.iop.org
After analysing observed summer compound hot and dry (CHD) events over Europe from
1950 to 2022, we employ a large ensemble of high-resolution regional climate model …

Constraining decadal variability regionally improves near-term projections of hot, cold and dry extremes

P De Luca, C Delgado-Torres… - Environmental …, 2023 - iopscience.iop.org
Hot, cold and dry meteorological extremes are often linked with severe impacts on the public
health, agricultural, energy and environmental sectors. Skillful predictions of such extremes …

Frequency bias causes overestimation of climate change impacts on global flood occurrence

F Zhao, S Lange, B Goswami… - Geophysical Research …, 2024 - Wiley Online Library
The frequency change of 100‐year flood events is often determined by fitting extreme value
distributions to annual maximum discharge from a historical base period. This study …

Unravelling the spatiotemporal variation in the water levels of Poyang Lake with the variational mode decomposition model

M Gan, X Lai, Y Guo, Z Lu, Y Chen, S Pan… - Hydrological …, 2024 - Wiley Online Library
Poyang Lake is a dynamic floodplain lake system that exhibits complex water level
fluctuations and experiences significant regime changes over space and time, which …