Accurately forecasting solar radiation distribution at both spatial and temporal dimensions simultaneously with fully-convolutional deep neural network model

Z Ruan, W Sun, Y Yuan, H Tan - Renewable and Sustainable Energy …, 2023 - Elsevier
Accurately forecasting solar radiation is of great significance to solar energy utilization. To
forecast the spatial and temporal distributions of solar radiation simultaneously, a deep …

Global hotspots for the occurrence of compound events

NN Ridder, AJ Pitman, S Westra, A Ukkola… - Nature …, 2020 - nature.com
Compound events (CEs) are weather and climate events that result from multiple hazards or
drivers with the potential to cause severe socio-economic impacts. Compared with isolated …

Using machine learning to analyze physical causes of climate change: A case study of US Midwest extreme precipitation

FV Davenport, NS Diffenbaugh - Geophysical Research Letters, 2021 - Wiley Online Library
While global warming has generally increased the occurrence of extreme precipitation, the
physical mechanisms by which climate change alters regional and local precipitation …

Towards advancing scientific knowledge of climate change impacts on short-duration rainfall extremes

HJ Fowler, H Ali, RP Allan, N Ban… - … of the Royal …, 2021 - royalsocietypublishing.org
A large number of recent studies have aimed at understanding short-duration rainfall
extremes, due to their impacts on flash floods, landslides and debris flows and potential for …

[PDF][PDF] Evaluation and projection of precipitation in Pakistan using the Coupled Model Intercomparison Project Phase 6 model simulations

A Abbas, S Ullah, W Ullah, M Waseem… - International Journal …, 2022 - drive.google.com
This study aimed to evaluate the performance of global climate models (GCMs) from the
family of the Coupled Model Intercomparison Project Phase 6 (CMIP6) in the historical …

Seasonal representation of extreme precipitation indices over the United States in CMIP6 present-day simulations

AA Akinsanola, GJ Kooperman… - Environmental …, 2020 - iopscience.iop.org
Realistically representing the present-day characteristics of extreme precipitation has been
a challenge for global climate models, which is due in part to deficiencies in model …

The climatic analysis of summer monsoon extreme precipitation events over West Africa in CMIP6 simulations

NAB Klutse, KA Quagraine, F Nkrumah… - Earth Systems and …, 2021 - Springer
We evaluate the capability of 21 models from the new state-of-the-art Coupled Model
Intercomparison Project, Phase 6 (CMIP6) in the representation of present-day precipitation …

A global climatological perspective on the importance of Rossby wave breaking and intense moisture transport for extreme precipitation events

AJ De Vries - Weather and Climate Dynamics Discussions, 2020 - wcd.copernicus.org
Extreme precipitation events (EPEs) cause frequently flooding with dramatic socioeconomic
impacts in many parts of the world. Previous studies considered two synoptic-scale …

Use-inspired, process-oriented GCM Selection: Prioritizing models for regional dynamical downscaling

N Goldenson, LR Leung, LO Mearns… - Bulletin of the …, 2023 - journals.ametsoc.org
Dynamical downscaling is a crucial process for providing regional climate information for
broad uses, using coarser-resolution global models to drive higher-resolution regional …

The multi‐scale interactions of atmospheric phenomenon in mean and extreme precipitation

AF Prein, PA Mooney, JM Done - Earth's Future, 2023 - Wiley Online Library
Climate change increases the frequency and intensity of extreme precipitation, which in
combination with rising population enhances exposure to major floods. An improved …