The traditional method based on aerodynamics and expertise for weather forecast focuses on present data, but the historical database is not utilized. The paper presents research on weather forecasting through the historical database. Because the atmosphere pattern is a complex, nonlinear system, the ...
Performance analysis of atmospheric correction in InSAR data based on the Weather Research and Forecasting Model (WRF) The influence of the turbulent atmosphere is seen as the main performance limitation for high-quality Interferometric Synthetic Aperture Radar (InSAR) tech... W Gong,F Meyer,PW Webl...
A collection of research papers on Diffusion Models for Weather Forecasting. The papers are ordered by date.I check Arxiv weekly and add any diffusion-related papers on topics in atmospheric science. I might miss the publication of a paper if it is published after its initial upload to Arxiv...
The current Weather and Research Forecasting (WRF) Software Framework (WSF) supports two dynamic solvers: the Advanced Research WRF (ARW) developed by the Mesoscale and Microscale Meteorology (MMM) Division of NCAR, and the Nonhydrostatic Mesoscale Model (NMM) developed by the National Centers for...
Behind the Paper e-ITALICA: a new catalogue for landslide forecasting in Italy Landslides pose a significant risk to Italy. Accurate prediction of these phenomena is crucial for effective risk mitigation. e-ITALICA (the enhanced-ITAlian rainfall-induced LandslIdes Catalogue) promises to significantly im...
Journal of Meteorological Research publishes research that advances observation, modeling, and forecasting/prediction of weather and climate, as well as ...
Meanwhile, GA is a parallel algorithm based on natural selection and genetic rules, so it is often used in global searching and global optimization. In this paper, a sand-storm forecasting model is constructed and implemented using BP neural network together with GA algorithm. The result of the...
The Weather Research and Forecasting (WRF) model, is a specific computer program with a dual use for forecasting and research. It was created through a partnership that includes the National Oceanic and Atmospheric Administration (NOAA), the National Center for Atmospheric Research (NCAR), and ...
Technical documentation for the 4th Scientific Steering Committee Meeting, Numerical Weather Prediction Center of CMA, 21 pp. Wu, Y., Z. F. Xu, R. C. Wang, et al., 2018: Improvement of GRAPES_3Dvar with a new multi-scale filtering and its application in heavy rain forecasting. Meteor....
“Given both the outsized impacts of organized thunderstorms and winter precipitation, and the major challenges in forecasting them with confidence, the production of computationally tractable storm-scale ensemble weather forecasts represents one of the grand challenges of numerical weather prediction,” sai...