Prediction and projection of heatwaves

DIV Domeisen, EAB Eltahir, EM Fischer… - Nature Reviews Earth & …, 2023 - nature.com
Heatwaves constitute a major threat to human health and ecosystems. Projected increases
in heatwave frequency and severity thus lead to the need for prediction to enhance …

[HTML][HTML] State of wildfires 2023–2024

MW Jones, DI Kelley, CA Burton… - Earth System …, 2024 - essd.copernicus.org
Climate change contributes to the increased frequency and intensity of wildfires globally,
with significant impacts on society and the environment. However, our understanding of the …

Seasonal Arctic sea ice forecasting with probabilistic deep learning

TR Andersson, JS Hosking, M Pérez-Ortiz… - Nature …, 2021 - nature.com
Anthropogenic warming has led to an unprecedented year-round reduction in Arctic sea ice
extent. This has far-reaching consequences for indigenous and local communities, polar …

[HTML][HTML] Nonstationary weather and water extremes: a review of methods for their detection, attribution, and management

LJ Slater, B Anderson, M Buechel… - Hydrology and Earth …, 2021 - hess.copernicus.org
Hydroclimatic extremes such as intense rainfall, floods, droughts, heatwaves, and wind or
storms have devastating effects each year. One of the key challenges for society is …

Opportunities and challenges for machine learning in weather and climate modelling: hard, medium and soft AI

M Chantry, H Christensen… - … Transactions of the …, 2021 - royalsocietypublishing.org
In September 2019, a workshop was held to highlight the growing area of applying machine
learning techniques to improve weather and climate prediction. In this introductory piece, we …

Efficient daily solar radiation prediction with deep learning 4-phase convolutional neural network, dual stage stacked regression and support vector machine CNN …

S Ghimire, T Nguyen-Huy, RC Deo… - Sustainable Materials …, 2022 - Elsevier
Optimal utilisation of the sun's freely available energy to generate electricity requires efficient
predictive models of global solar radiation (GSR). These are necessary to provide solar …

Evaluation of snow depth and snow cover over the Tibetan Plateau in global reanalyses using in situ and satellite remote sensing observations

Y Orsolini, M Wegmann, E Dutra, B Liu… - The …, 2019 - tc.copernicus.org
The Tibetan Plateau (TP) region, often referred to as the Third Pole, is the world's highest
plateau and exerts a considerable influence on regional and global climate. The state of the …

Windows of opportunity for predicting seasonal climate extremes highlighted by the Pakistan floods of 2022

N Dunstone, DM Smith, SC Hardiman, P Davies… - Nature …, 2023 - nature.com
Skilful predictions of near-term climate extremes are key to a resilient society. However,
standard methods of analysing seasonal forecasts are not optimised to identify the rarer and …

[HTML][HTML] The 2019 Southern Hemisphere stratospheric polar vortex weakening and its impacts

EP Lim, HH Hendon, AH Butler… - Bulletin of the …, 2021 - journals.ametsoc.org
This study offers an overview of the low-frequency (ie, monthly to seasonal) evolution,
dynamics, predictability, and surface impacts of a rare Southern Hemisphere (SH) …

[HTML][HTML] MSWX: Global 3-Hourly 0.1 ° Bias-Corrected Meteorological Data Including Near-Real-Time Updates and Forecast Ensembles

HE Beck, AIJM Van Dijk, PR Larraondo… - Bulletin of the …, 2022 - journals.ametsoc.org
Abstract We present Multi-Source Weather (MSWX), a seamless global gridded near-surface
meteorological product featuring a high 3-hourly 0.1° resolution, near-real-time updates (∼ …