Results 1 to 10 of about 13,568 (200)

Estimating pros and cons of statistical downscaling based on EQM bias adjustment as a complementary method to dynamical downscaling. [PDF]

Sci Rep
The increasing availability of coarse-scale climate simulations and the need for ready-to-use high-resolution variables drive the climate community to the challenge of reducing computational resources and time for downscaling purposes.
Reder A, Fedele G, Manco I, Mercogliano P.   +3 more
europepmc   +2 more sources

Dynamical-generative downscaling of climate model ensembles [PDF]

Proceedings of the National Academy of Sciences
Regional high-resolution climate projections are crucial for many applications, such as agriculture, hydrology, and natural hazard risk assessment. Dynamical downscaling, the state-of-the-art method to produce localized future climate information, involves running a regional climate model (RCM) driven by an Earth System Model (ESM), but it is too ...
Ignacio Lopez-Gomez, Zhong Yi Wan, Leonardo Zepeda-Núñez, Tapio Schneider, John Anderson, Fei Sha   +5 more
openaire   +4 more sources

Choice of Downscaled Climate Product Matters: Projections of Valley Fever Seasonality in a Warming Climate. [PDF]

Geohealth
Downscaled climate projections provide valuable information needed to better understand the impacts of climate change on health outcomes and to inform adaptation and mitigation strategies at local to regional scales.
Schollaert CL, Camponuri S, Couper L, Head JR, Heaney A, Rahimi S, Remais JV, Marlier ME.   +7 more
europepmc   +2 more sources

Dynamical downscaling of GloSea5 over Ethiopia

Climate Services, 2018
We have implemented dynamical downscaling of the Met Office GloSea5 global seasonal forecasting system and analysed its ability to generate skilful forecasts of characteristics of the June-September rainy season in Ethiopia that are of societal relevance. The downscaling used a regional model with a resolution of 25 km, and the same atmosphere and land
S. Tucker, R.G. Jones, E. Buonomo, L. Burgin, F. Gallo   +4 more
openaire   +3 more sources

Dynamical and statistical downscaling of precipitation and temperature in a Mediterranean area [PDF]

Italian Journal of Agronomy, 2012
In this paper we present and discuss a comparison between statistical and regional climate modeling techniques for downscaling GCM prediction. The comparison is carried out over the Capitanata region, an area of agricultural interest in south-eastern ...
Lionello, Piero, Miglietta, Mario Marcello, Palatella, Luigi, Paradisi, Paolo, Pizzigalli, Claudia, Zampieri, Matteo   +5 more
core   +4 more sources

Is Bias Correction in Dynamical Downscaling Defensible?

Geophysical Research Letters
AbstractLocalized projections of 21st‐century hydroclimate variables obtained from downscaling Global Climate Model (GCM) output are central to informing regional impact assessments and infrastructure planning. Regional GCM biases can be significant and, for dynamical downscaling, can be addressed either before (a priori) or after (a posteriori ...
Mark D. Risser, Stefan Rahimi, Naomi Goldenson, Alex Hall, Zachary J. Lebo, Daniel R. Feldman   +5 more
openaire   +2 more sources

Precipitation Dynamical Downscaling Over the Great Plains [PDF]

Journal of Advances in Modeling Earth Systems, 2018
AbstractDetailed, regional climate projections, particularly for precipitation, are critical for many applications. Accurate precipitation downscaling in the United States Great Plains remains a great challenge for most Regional Climate Models, particularly for warm months.
Xiao‐Ming Hu, Ming Xue, Renee A. McPherson, Elinor Martin, Derek H. Rosendahl, Lei Qiao   +5 more
openaire   +2 more sources

The CORDEX.be initiative as a foundation for climate services in Belgium [PDF]

Climate Services, 2018
The CORDEX.be project created the foundations for Belgian climate services by producing high-resolution Belgian climate information that (a) incorporates the expertise of the different Belgian climate modeling groups and that (b) is consistent with the ...
Bauwens, Maite, Caluwaerts, Steven, De Cruz, Lesley, De Ridder, Koen, De Troch, Rozemien, Doutreloup, Sébastien, Duchêne, François, Fettweis, Xavier, Giot, Olivier, Gobin, Anne, Hamdi, Rafiq, Hosseinzadehtalaei, Parisa, Lauwaet, Dirk, Luyten, Patrick, Marbaix, Philippe, Müller, Jean-François, Ponsar, Stéphanie, Pottiaux, Eric, Scholzen, Chloé, Stavrakou, Trissevgeni, Tabari, Hossein, Termonia, Piet, Van den Eynde, Dries, Van Lipzig, Nicole, Van Schaeybroeck, Bert, Van Uytven, Els, Van Ypersele, Jean-Pascall, Vanden Broucke, Sam, Vannitsem, Stéphane, Villanueva-Birriel, Cecille, Willems, Patrick, Wouters, Hendrik, Wyard, Coraline   +32 more
core   +4 more sources

Bias-corrected NESM3 global dataset for dynamical downscaling under 1.5 °C and 2 °C global warming scenarios. [PDF]

Sci Data
Dynamical downscaling is vital for generating finer-scale climate projections. Recently, a set of simulations under four types of 1.5/2 °C global warming scenarios are available with Nanjing University of Information Science and Technology Earth System ...
Zhang MZ, Han Y, Xu Z, Guo W.
europepmc   +2 more sources

Hybrid precipitation downscaling over coastal watersheds in Japan using WRF and CNN

Journal of Hydrology: Regional Studies, 2021
Study region: Kuma River Watershed in Japan. Study focus: High-quality precipitation information is desirable in hydrological modeling and water resources management.
Tongbi Tu, Kei Ishida, Ali Ercan, Masato Kiyama, Motoki Amagasaki, Tongtiegang Zhao   +5 more
doaj   +1 more source