专题:Meteorological Phenomena and Simulations

This cluster of papers focuses on advancements in numerical weather prediction models, including topics such as ensemble Kalman filtering, data assimilation, convective parameterization, mesoscale modeling, probabilistic forecasting, microphysics schemes, boundary layer processes, radiative transfer models, hydrological modeling, and atmospheric dynamics.
最新文献
Prolonged wind droughts in a warming climate threaten global wind power security

article Full Text OpenAlex

Leveraging data-driven weather models for improving numerical weather prediction skill through large-scale spectral nudging

article Full Text OpenAlex

Modeling partially observed nonlinear dynamical systems and efficient data assimilation via discrete-time conditional Gaussian Koopman network

article Full Text OpenAlex

Accelerating increase in the duration of heatwaves under global warming

article Full Text OpenAlex

Assessing the adequacy of traditional hydrological models for climate change impact studies: a case for long short-term memory (LSTM) neural networks

article Full Text OpenAlex

Testing NeuralGCM's capability to simulate future heatwaves based on the 2021 Pacific Northwest heatwave event

article Full Text OpenAlex

The Merger of a Supercell and Squall Line in the Great Plains. 1: Initiation of the Supercell

article Full Text OpenAlex

Integration of Recurrent Neural Network Models and Flood Inundation Extent Libraries for Flood Forecasting

article Full Text OpenAlex

Estimating Macrofiscal Effects of Climate Shocks from Billions of Geospatial Weather Observations

article Full Text OpenAlex

Global space-time patterns of sub-daily extreme precipitation and its relationship with temperature and wind speed

article Full Text OpenAlex

近5年高被引文献
Physics-informed machine learning

review Full Text OpenAlex 4017 FWCI46.108

Accurate medium-range global weather forecasting with 3D neural networks

article Full Text OpenAlex 783 FWCI143.195

Machine learning–accelerated computational fluid dynamics

article Full Text OpenAlex 731 FWCI60.805

Skilful precipitation nowcasting using deep generative models of radar

article Full Text OpenAlex 683 FWCI49.382

Learning skillful medium-range global weather forecasting

article Full Text OpenAlex 566 FWCI86.872

Introduction to the Physics and Techniques of Remote Sensing

book Full Text OpenAlex 557 FWCI8.161

Increasing probability of record-shattering climate extremes

article Full Text OpenAlex 522 FWCI36.683

Physics-informed machine learning: case studies for weather and climate modelling

article Full Text OpenAlex 483 FWCI35.2

The ERA5 global reanalysis: Preliminary extension to 1950

article Full Text OpenAlex 473 FWCI31.551

Can deep learning beat numerical weather prediction?

article Full Text OpenAlex 426 FWCI31.953