Projected changes in autumn rainfall over West China: Results from an ensemble of dynamical downscaling simulations
Sign Up to like & getrecommendations! Published in 2019 at "International Journal of Climatology"
DOI: 10.1002/joc.6115
Abstract: Autumn rainfall in West China, the last rainy season of China, exerts profound impacts on the economic society, therefore, researches on its changes in the context of a warmer world are crucial for better adaptation… read more here.
Keywords: projected changes; west china; autumn rainfall; dynamical downscaling ... See more keywords
A novel approach to statistical-dynamical downscaling for long-term wind resource predictions
Sign Up to like & getrecommendations! Published in 2018 at "Meteorological Applications"
DOI: 10.1002/met.1678
Abstract: A new method for the long-term prediction of the wind resource based on the concept of statistical-dynamical downscaling is presented. This new approach uses mean sea level pressure maps from global reanalysis data (National Centers… read more here.
Keywords: long term; statistical dynamical; dynamical downscaling; wind resource ... See more keywords
Efficient dynamical downscaling of general circulation models using continuous data assimilation
Sign Up to like & getrecommendations! Published in 2019 at "Quarterly Journal of the Royal Meteorological Society"
DOI: 10.1002/qj.3612
Abstract: Author(s): Desamsetti, Srinivas; Dasari, Hari Prasad; Langodan, Sabique; Titi, Edriss S; Knio, Omar; Hoteit, Ibrahim | Abstract: Continuous data assimilation (CDA) is successfully implemented for the first time for efficient dynamical downscaling of a global… read more here.
Keywords: cda; data assimilation; dynamical downscaling; model ... See more keywords
Dynamical Downscaling of Climate Simulations in the Tropics
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DOI: 10.1029/2023gl105733
Abstract: The long‐existing double‐Intertropical Convergence Zone (ITCZ) problem in global climate models (GCMs) hampers accurate climate simulations in the tropics. Using a regional climate model (RCM) over the tropical and sub‐tropical Atlantic with a horizontal resolution… read more here.
Keywords: simulations tropics; methodology; itcz problem; climate ... See more keywords
Impact of Nudging Parameters on Dynamical Downscaling over CORDEX East Asia Phase II Domain: The Case of Summer 2003
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Applied Meteorology and Climatology"
DOI: 10.1175/jamc-d-19-0152.1
Abstract: AbstractIn this paper, the sensitivity of the Weather Research and Forecasting (WRF) Model to the nudging parameters in simulating July–August (JJA) precipitation was assessed with 16 experiments o... read more here.
Keywords: nudging parameters; impact nudging; parameters dynamical; dynamical downscaling ... See more keywords
Does Spectral Nudging Have an Effect on Dynamical Downscaling Applied in Small Regional Model Domains
Sign Up to like & getrecommendations! Published in 2017 at "Monthly Weather Review"
DOI: 10.1175/mwr-d-17-0087.1
Abstract: AbstractSpectral nudging is a method that was developed to constrain regional climate models so that they reproduce the development of the large-scale atmospheric state, while permitting the formation of regional-scale details as conditioned by the… read more here.
Keywords: dynamical downscaling; nudging effect; spectral nudging; effect dynamical ... See more keywords
Investigation of Intense Precipitation from Tropical Cyclones during the 21st Century by Dynamical Downscaling of CCSM4 RCP 4.5
Sign Up to like & getrecommendations! Published in 2019 at "International Journal of Environmental Research and Public Health"
DOI: 10.3390/ijerph16050687
Abstract: In this article, a dynamical downscaling (DD) procedure is proposed to downscale tropical cyclones (TCs) from a general circulation model, with the goal of investigating inland intense precipitation from these storms in the future. This… read more here.
Keywords: intense precipitation; precipitation; dynamical downscaling; model ... See more keywords
Fast and accurate learned multiresolution dynamical downscaling for precipitation
Sign Up to like & getrecommendations! Published in 2021 at "Geoscientific Model Development"
DOI: 10.5194/gmd-14-6355-2021
Abstract: Abstract. This study develops a neural-network-based approach for emulating high-resolution modeled precipitation data with comparable statistical properties but at greatly reduced computational cost. The key idea is to use combination of low- and high-resolution simulations… read more here.
Keywords: resolution; high resolution; precipitation; cnn ... See more keywords
Can AI be enabled to perform dynamical downscaling? A latent diffusion model to mimic kilometer-scale COSMO5.0_CLM9 simulations
Sign Up to like & getrecommendations! Published in 2024 at "Geoscientific Model Development"
DOI: 10.5194/gmd-18-2051-2025
Abstract: Abstract. Downscaling based on deep learning (DL) is a key application in Earth system modeling, enabling the generation of high-resolution fields from coarse numerical simulations at reduced computational costs compared to traditional regional models. Additionally,… read more here.
Keywords: resolution; diffusion model; latent diffusion; model ... See more keywords