Machine Learning Emulation of Gravity Wave Drag in Numerical Weather Forecasting. [PDF]
J Adv Model Earth Syst, 2021 Chantry M +4 more
europepmc +1 more source
A Rail-Temperature-Prediction Model Based on Machine Learning: Warning of Train-Speed Restrictions Using Weather Forecasting. [PDF]
Sensors (Basel), 2021 Hong S, Park C, Cho S.
europepmc +1 more source
Economic impact of large public programs: The NASA experience [PDF]
The economic impact of NASA programs on weather forecasting and the computer and semiconductor industries is discussed.
Ginzburg, E. +3 more
core +1 more source
A case study of the relationship between smallholder farmers' ICT literacy levels and demographic data w.r.t. their use and adoption of ICT for weather forecasting. [PDF]
Heliyon, 2021 Alant BP, Bakare OO.
europepmc +1 more source
Large Eddy Simulation of the Diurnal Cycle of Shallow Convection in the Central Amazon
AtmosphereClimate models often face challenges in accurately simulating the daily precipitation cycle over tropical land areas, particularly in the Amazon. One contributing factor may be the incomplete representation of the diurnal evolution of shallow cumulus ...
Jhonatan A. A. Manco +1 more
doaj +1 more source
A Bayesian Hierarchical Approach to Ensemble Weather Forecasting [PDF]
In meteorology, the traditional approach to forecasting employs deterministic models mimicking atmospheric dynamics. Forecast uncertainty due to the partial knowledge of initial conditions is tackled by Ensemble Predictions Systems (EPS).
Antonio Fabio Di Narzo, Daniela Cocchi
core
Comparative verification between GEM model and official aviation terminal forecasts [PDF]
The Generalized Exponential Markov (GEM) model uses the local standard airways observation (SAO) to predict hour-by-hour the following elements: temperature, pressure, dew point depression, first and second cloud-layer height and amount, ceiling, total ...
Miller, Robert G.
core +1 more source
Impact of Fengyun-4A Atmospheric Motion Vector Data Assimilation on PM2.5 Simulation
Remote SensingPM2.5 pollution poses significant risks to human health and the environment, underscoring the importance of accurate PM2.5 simulation. This study simulated a representative PM2.5 pollution event using the Weather Research and Forecasting model coupled ...
Kaiqiang Gu +6 more
doaj +1 more source
Predicting the magnetospheric plasma of weather [PDF]
The prediction of the plasma environment in time, the plasma weather, is discussed. It is important to be able to predict when large magnetic storms will produce auroras, which will affect the space station operating in low orbit, and what precautions to
Dawson, John M.
core +1 more source
Physics of North Indian Ocean tropical cyclones
Scientific ReportsThis research paper focuses on the applicability of two well-known concepts, Convective Quasi Equilibrium (CQE) and Convective Instability of the Second Kind (CISK), in the genesis of tropical cyclones (TCs), over the North Indian Ocean (NIO). Using high-
Vadlamudi Brahmananda Rao +5 more
doaj +1 more source