ABSTRACT Sørlige Nordsjø II (SNII) is a planned large‐scale offshore wind farm in the Southern Norwegian North Sea near the Danish border, with phased development targeting a total installed capacity of up to 3 GW. For projects of this scale, site assessments are typically performed using computationally efficient analytical models.
Mostafa Bakhoday Paskyabi, Xu Ning
wiley +1 more source
A super-resolution network based on dual aggregate transformer for climate downscaling. [PDF]
Li M, Chen Y, Song Z.
europepmc +1 more source
Downscaling of Tropical Cyclone Surface Wind Fields With a Hybrid Attention Transformer
Abstract This study employs a Hybrid Attention Transformer‐based super‐resolution model to reconstruct tropical cyclone (TC) surface wind fields. The model downscales coarse‐resolution ERA5 reanalysis data to high‐resolution HWind analyses (1998–2013), increasing the horizontal resolution by a factor of five.
Chunhua Wang +4 more
wiley +1 more source
Multiscale energetics and submesoscale instabilities of eddy shedding at the Kuroshio loop current in the South China Sea. [PDF]
Fei Y +8 more
europepmc +1 more source
Rapid Joint Downscaling of Multiple Atmospheric Fields to Kilometer Scale With Deep Learning
Abstract Predicting weather and climate hazards typically relies on computationally expensive kilometer‐scale numerical models. This study introduces a U‐Net‐based deep learning framework, the Joint Atmospheric fields Downscaling Network (JADNet), for rapid, joint downscaling of multiple atmospheric variables to kilometer resolution.
Hongxing Cui +6 more
wiley +1 more source
Impact of global climate change induced variations in reservoir-river systems on fish habitats. [PDF]
Zhao G +6 more
europepmc +1 more source
AI‐Based Regional Emulation for Kilometer‐Scale Dynamical Downscaling
Abstract An AI‐based Limited‐Area Model (LAM) is developed for dynamical downscaling over the Southern Great Plains and the southeastern United States, with strong generalization abilities under diverse boundary conditions. The model is trained using 0.25° ${}^{\circ}$, 3‐hourly ERA5 as forcings and CONUS404 as targets in 1980–2019, producing 4‐km ...
Yingkai Sha +8 more
wiley +1 more source
The High-resolution Urban Meteorology for Impacts Dataset for Atlanta Metropolitan Region (HUMID-Atlanta). [PDF]
Lin TS +7 more
europepmc +1 more source
Infrared‐Guided Super‐Resolution of Remotely Sensed Passive Microwave Sea Surface Temperature
Abstract High‐resolution sea surface temperature (SST) is essential for weather forecasting and climate applications. Passive microwave (MW) SST offers largely cloud‐penetrating coverage but is coarse and spatially smoothed, whereas infrared (IR) SST resolves fine‐scale structures but is frequently cloud‐obscured.
Wenjie Zhou, Xiaofeng Yang
wiley +1 more source
Self‐control strategies to reduce meat consumption: An ecological momentary intervention
Abstract An increasing number of individuals aim to reduce their meat consumption, but implementing this is challenging. Self‐control strategies could support this change; however, their effectiveness remains understudied. This study examines whether providing self‐control strategies supports motivated individuals in reducing meat intake.
Alice Elena Seffen +2 more
wiley +1 more source

