Results 11 to 20 of about 418,224 (320)

Mean radiant temperature from global-scale numerical weather prediction models. [PDF]

Int J Biometeorol, 2020
In human biometeorology, the estimation of mean radiant temperature (MRT) is generally considered challenging. This work presents a general framework to compute the MRT at the global scale for a human subject placed in an outdoor environment and ...
Di Napoli C, Hogan RJ, Pappenberger F.
europepmc   +5 more sources

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.
Schultz MG, Betancourt C, Gong B, Kleinert F, Langguth M, Leufen LH, Mozaffari A, Stadtler S.   +7 more
europepmc   +2 more sources

Assessing probabilistic modelling for wind speed from numerical weather prediction model and observation in the Arctic. [PDF]

Sci Rep, 2021
Mapping Arctic renewable energy resources, particularly wind, is important to ensure the transition into renewable energy in this environmentally vulnerable region.
Chen H, Birkelund Y, Anfinsen SN, Staupe-Delgado R, Yuan F.   +4 more
europepmc   +2 more sources

Application of Numerical Weather Prediction Data to Estimate Infection Risk of Bacterial Grain Rot of Rice in Korea. [PDF]

Plant Pathol J, 2020
Kim HS, Do KS, Park JH, Kang WS, Lee YH, Park EW.   +5 more
europepmc   +3 more sources

Scientific challenges of convective-scale numerical weather prediction [PDF]

, 2017
Numerical weather prediction (NWP) models are increasing in resolution and becoming capable of explicitly representing individual convective storms. Is this increase in resolution leading to better forecasts?
J. Yano, M. Ziemianski, J. Onvlee, Bengtsson, Lisa, A. Carrassi, Davy, Richard, Anna Deluca, Krichak, Michaelides Simon, Phillips Vaughan T. J Silas, P. Soares, Wyszogrodzki, Z. Ziemia´nski, M. J. P. Cullen, P. Termonia, L. Bengtsson, Richard Davy, S. Gray, V´ıctor Homar, Martin T. K¨ohler, S. Krichak, S. Michaelides, V. Phillips, A. Wyszogrodzki, France Ziemia´nski   +26 more
semanticscholar   +4 more sources

Hybrid physics-AI outperforms numerical weather prediction for extreme precipitation nowcasting. [PDF]

NPJ Clim Atmos Sci
Das P, Posch A, Barber N, Hicks M, Duffy K, Vandal T, Singh D, Werkhoven KV, Ganguly AR.   +8 more
europepmc   +3 more sources

Simulating the Urban Heat Island Augmented with a Heat Wave Episode Using ICTP RegCM4.7 in a Mega-Urban Structure of Karachi, Pakistan [PDF]

Journal of Soft Computing in Civil Engineering, 2021
The metropolis of Karachi, with a density of around 4000 persons/km2 at present, is going through unprecedented urbanization and population growth, which can augment Urban Heat Island (UHI) triggered heat wave impacts on life and living.
Burhan Ahmad, Shaukat Ali, Tahir Khan, Shabehul Hasson, Syed Ahsan Ali Bukhari   +4 more
doaj   +1 more source

A deep learning approach for improving spatiotemporal resolution of numerical weather prediction forecasts. [PDF]

Sci Rep
Alves D, Mendonça F, Mostafa SS, Morgado-Dias F.   +3 more
europepmc   +3 more sources

Extension of the WRF-Chem volcanic emission preprocessor to integrate complex source terms and evaluation for different emission scenarios of the Grimsvötn 2011 eruption [PDF]

Natural Hazards and Earth System Sciences, 2020
Volcanic eruptions may generate volcanic ash and sulfur dioxide (SO2) plumes with strong temporal and vertical variations. When simulating these changing volcanic plumes and the afar dispersion of emissions, it is important to provide the best available ...
M. Hirtl, M. Hirtl, B. Scherllin-Pirscher, M. Stuefer, D. Arnold, D. Arnold, R. Baro, C. Maurer, M. D. Mulder   +8 more
doaj   +1 more source

Spin-up characteristics with three types of initial fields and the restart effects on forecast accuracy in the GRAPES global forecast system [PDF]

Geoscientific Model Development, 2021
The spin-up refers to the dynamic and thermal adjustments made at the initial stage of numerical integration in order to reach a statistical equilibrium state.
Z. Ma, Z. Ma, Z. Ma, C. Zhao, J. Gong, J. Gong, J. Zhang, J. Zhang, Z. Li, Z. Li, J. Sun, J. Sun, Y. Liu, Y. Liu, J. Chen, J. Chen, Q. Jiang, Q. Jiang   +17 more
doaj   +1 more source