Results 11 to 20 of about 3,808,217 (269)
Can deep learning beat numerical weather prediction? [PDF]
Philos Trans A Math Phys Eng Sci, 2021 The recent hype about artificial intelligence has sparked renewed interest in applying the successful deep learning (DL) methods for image recognition, speech recognition, robotics, strategic games and other application areas to the field of meteorology.
Gong, Bing +7 more
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Weather Prediction by Numerical Process [PDF]
The American Mathematical Monthly, 2007 The idea of forecasting the weather by calculation was first dreamt of by Lewis Fry Richardson. He set out in this book a detailed algorithm for systematic numerical weather prediction. The method of computing atmospheric changes, which he mapped out in great detail in this book, is essentially the method used today.
Lewis Fry Richardson, Peter Lynch
core +3 more sources
Realistic natural atmospheric phenomena and weather effects for interactive virtual environments. [PDF]
Clouds and the weather are important aspects of any natural outdoor scene, but existing dynamic techniques within computer graphics only offer the simplest of cloud representations. The problem that this work looks to address is how to provide a means of
McLoughlin, Leigh
core +9 more sources
Causal‐Guided Ultra‐Long‐Term Time Series Forecasting Via Anticipated Covariates [PDF]
Advanced Science, EarlyView.Often treated as unknown, information from the future remains underutilized.We demonstrate that in a coupled dynamical system, providing the future state of the effect enables accurate forecasting of the cause for a long timesteps. A time series forecasting paradigm that introduces anticipated covariates to represent such known future states is ...
Jintong Zhao +4 more
wiley +2 more sources
Characteristics of 1 year of observational data of VOCs, NOx and O3 at a suburban site in Guangzhou, China [PDF]
Atmospheric Chemistry and Physics, 2015 Guangzhou, one of China's megacities, is beset with frequent occurrence of high-concentration ozone events. In this study, online instruments were used to simultaneously monitor ozone, nitrogen oxides (NOx) and volatile organic compounds (VOCs) at GPACS (
Y. Zou +10 more
doaj +1 more source
Weather and Climate Extremes, 2023 Severe weather often occurs in the areas where different cold-warm and dry-wet air masses converge orthogonally. The orthogonal convergence of two-adjacent air parcels can be observed from planetary-scale to synoptic-scale and meso-scale circulations ...
Weihong Qian +5 more
doaj +1 more source
Atmosphere, 2022 In the Tropical Regional Atmospherical Model System of South China of the China Meteorological Administration (CMA-TRAMS), the skin sea surface temperature (Ts) remains fixed during the forecast time.
Yanxia Zhang +3 more
doaj +1 more source
Numerical Weather Prediction [PDF]
Annual Review of Fluid Mechanics, 1995 This review highlights a number of current areas of emphasis in research and operational numerical weather prediction. Detailed accounts of each area of activity are not presented; some key references are provided within each section for interested readers who may wish to explore further. The review outlines the types of weather prediction models where
openaire +2 more sources
Systematic diurnal bias of the CMA-MESO model in southern China: Characteristics and correction
Frontiers in Earth Science, 2023 Model error is an important source of numerical weather prediction (NWP) errors. Among model errors, the systematic diurnal bias plays an important role in high-resolution numerical weather prediction models.
Yuxiao Chen +7 more
doaj +1 more source
Impact of a subtropical high and a typhoon on a severe ozone pollution episode in the Pearl River Delta, China [PDF]
Atmospheric Chemistry and Physics, 2022 A record-breaking severe ozone (O3) pollution episode occurred in the Pearl River Delta (PRD) in early autumn 2019 when the PRD was under the influence of a Pacific subtropical high followed by Typhoon Mitag.
S. Ouyang +11 more
doaj +1 more source