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Regional high-resolution climate projections are crucial for many applications, such as agriculture, hydrology, and natural hazard risk assessment.
Reverse-time diffusion equation models
Anderson, B. D · 1982
Earlier work this paper cites.
The GFDL hurricane prediction system and its performance in the 1995 hurricane season
Kurihara, Y., Tuleya, R. E. & Bender, M. A · 1998
Earlier work this paper cites.
Decomposition of the continuous ranked probability score for ensemble prediction systems
Hersbach, H · 2000
Earlier work this paper cites.
Long-range experimental hydrologic forecasting for the eastern United States
Wood, A. W., Maurer, E. P., Kumar, A. & Lettenmaier, D. P · 2002
Earlier work this paper cites.
Hydrologic implications of dynamical and statistical approaches to downscaling climate model outputs
Wood, A. W., Leung, L. R., Sridhar, V. & Lettenmaier, D. P · 2004
Earlier work this paper cites.
Fine-scale processes regulate the response of extreme events to global climate change
Diffenbaugh, N. S., Pal, J. S., Trapp, R. J. & Giorgi, F · 2005
Earlier work this paper cites.
Dynamical aspects of wintertime cold-air pools in an alpine valley system
Zängl, G · 2005
Earlier work this paper cites.
Regression-based downscaling of spatial variability for hydrologic applications
Bürger, G. & Chen, Y · 2005
Earlier work this paper cites.
The relationship between relative humidity and the dewpoint temperature in moist air: A simple conversion and applications
Lawrence, M. G · 2005
Earlier work this paper cites.
Land–atmosphere coupling and climate change in Europe
Seneviratne, S. I., Lüthi, D., Litschi, M. & Schär, C · 2006
Earlier work this paper cites.
Projected changes in mean and extreme precipitation over the Mediterranean region from a high resolution double nested RCM simulation
Gao, X., Pal, J. S. & Giorgi, F · 2006
Earlier work this paper cites.
Hurricanes and global warming: Results from downscaling IPCC AR4 simulations
Emanuel, K., Sundararajan, R. & Williams, J · 2008
Earlier work this paper cites.
Selecting global climate models for regional climate change studies
Pierce, D. W., Barnett, T. P., Santer, B. D. & Gleckler, P. J · 2009
Earlier work this paper cites.
Local and synoptic mechanisms causing Southern California’s Santa Ana winds
Hughes, M. & Hall, A · 2010
Earlier work this paper cites.
Precipitation downscaling under climate change: Recent developments to bridge the gap between dynamical models and the end user
Maraun, D. et al · 2010
Earlier work this paper cites.
A connection between score matching and denoising autoencoders
Vincent, P · 2011
Earlier work this paper cites.
Score-based generative modeling through stochastic differential equations
Song, Y. et al · 2011
Earlier work this paper cites.
Tweedie’s formula and selection bias
Efron, B · 2011
Earlier work this paper cites.
Bias correction of regional climate model simulations for hydrological climate-change impact studies: Review and evaluation of different methods
Teutschbein, C. & Seibert, J · 2012
Earlier work this paper cites.
Changes in hail and flood risk in high-resolution simulations over Colorado’s mountains
Mahoney, K., Alexander, M. A., Thompson, G., Barsugli, J. J. & Scott, J. D · 2012
Earlier work this paper cites.
Exceedance of heat index thresholds for 15 regions under a warming climate using the wet-bulb globe temperature
Willett, K. M. & Sherwood, S · 2012
Earlier work this paper cites.
Technical note: Bias correcting climate model simulated daily temperature extremes with quantile mapping
Thrasher, B., Maurer, E. P., McKellar, C. & Duffy, P. B · 2012
Earlier work this paper cites.
Dynamical downscaling projections of twenty-first-century Atlantic hurricane activity: CMIP3 and CMIP5 model-based scenarios
Knutson, T. R. et al · 2013
Earlier work this paper cites.
Heavier summer downpours with climate change revealed by weather forecast resolution model
Kendon, E. J. et al · 2014
Earlier work this paper cites.
Projecting regional change
Hall, A · 2014
Earlier work this paper cites.
Bias corrections of global models for regional climate simulations of high-impact weather
Bruyère, C. L., Done, J. M., Holland, G. J. & Fredrick, S · 2014
Earlier work this paper cites.
Why should ensemble spread match the rmse of the ensemble mean?
Fortin, V., Abaza, M., Anctil, F. & Turcotte, R · 2014
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Elevation-dependent warming in mountain regions of the world
Pepin, N. et al · 2015
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Modelling sea-breeze climatologies and interactions on coasts in the southern North Sea: implications for offshore wind energy
Steele, C. J., Dorling, S. R., von Glasow, R. & Bacon, J · 2015
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Attribution of climate extreme events
Trenberth, K. E., Fasullo, J. T. & Shepherd, T. G · 2015
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U-net: Convolutional networks for biomedical image segmentation
Ronneberger, O., Fischer, P. & Brox, T · 2015
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The scenario model intercomparison project (ScenarioMIP) for CMIP6
O’Neill, B. C. et al · 2016
Linking Global to Regional Climate Change. , 1363–1512 (Cambridge University Press, Cambridge, United Kingdom, 2021)
Doblas-Reyes, F. et al · 2021
Later among the works it cites.
A description of the advanced research WRF model version 4
Skamarock, W. et al · 2021
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Event-based storylines to address climate risk
Sillmann, J. et al · 2021
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Performance of the Taiwan earth system model in simulating climate variability compared with observations and CMIP6 model simulations
Wang, Y.-C. et al · 2021
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A generative deep learning approach to stochastic downscaling of precipitation forecasts
Harris, L., McRae, A. T. T., Chantry, M., Dueben, P. D. & Palmer, T. N · 2022
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The EC-Earth3 earth system model for the Coupled Model Intercomparison Project 6
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The northward march of summer low cloudiness along the California coast
Clemesha, R. E. S., Gershunov, A., Iacobellis, S. F., Williams, A. P. & Cayan, D. R · 2016
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The Santa Ana wildfire threat index: Methodology and operational implementation
Rolinski, T. et al · 2016
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The shared socioeconomic pathways and their energy, land use, and greenhouse gas emissions implications: An overview
Riahi, K. et al · 2017
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FiLM: Visual reasoning with a general conditioning layer (2017)
Perez, E., Strub, F., de Vries, H., Dumoulin, V. & Courville, A · 2017
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Future climate risk from compound events
Zscheischler, J. et al · 2018
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Thirty years of regional climate modeling: Where are we and where are we going next?
Giorgi, F · 2019
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Elucidating the design space of diffusion-based generative models
Karras, T., Aittala, M., Aila, T. & Laine, S · 2022
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Classifier-free diffusion guidance (2022)
Ho, J. & Salimans, T · 2022
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Extreme weather risk in a changing climate: Enhancing prediction and protecting communities
President’s Council of Advisors on Science and Technology (PCAST) · 2023
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Use-inspired, process-oriented GCM selection: Prioritizing models for regional dynamical downscaling
Goldenson, N. et al · 2023
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Risks of synchronized low yields are underestimated in climate and crop model projections
Kornhuber, K. et al · 2023
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Downscaling CORDEX through deep learning to daily 1 km multivariate ensemble in complex terrain
Quesada-Chacón, D., Baño-Medina, J., Barfus, K. & Bernhofer, C · 2023
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Residual diffusion modeling for km-scale atmospheric downscaling (2023)
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Debias coarsely, sample conditionally: Statistical downscaling through optimal transport and probabilistic diffusion models
Wan, Z. Y. et al · 2023
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Storylines for unprecedented heatwaves based on ensemble boosting
Fischer, E. M. et al · 2023
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Is bias correction in dynamical downscaling defensible?
Risser, M. D. et al · 2024
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Synchronous crop failures and climate-forced production variability
Anderson, W. B., Seager, R., Baethgen, W., Cane, M. & You, L · 2024
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High-resolution downscaling of CMIP6 Earth system and global climate models using deep learning for Iberia
Soares, P. M. M. et al · 2024
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Generative emulation of weather forecast ensembles with diffusion models
Li, L., Carver, R., Lopez-Gomez, I., Sha, F. & Anderson, J · 2024
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Gencast: Diffusion-based ensemble forecasting for medium-range weather (2024)
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Diffusion model-based probabilistic downscaling for 180-year east asian climate reconstruction
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An overview of the western United States dynamically downscaled dataset (WUS-D3)
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Elevation-dependent biases of raw and bias-adjusted EURO-CORDEX regional climate models in the European Alps
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How do climate model resolution and atmospheric moisture affect the simulation of unprecedented extreme events like the 2021 western North American heat wave?
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State-of-the-art bias correction of climate models misrepresent climate science and misinform adaptation
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