Cover Image

Precipitation diffusion downscaling and application to out-of-distribution simulations with and without stratospheric aerosol injection

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Dong, Cameron, Hurrell, James W., Barnes, Elizabeth A.
Format:	Preprint
Published:	2026
Subjects:	Atmospheric and Oceanic Physics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

State-resolved multimodal contributions to stratospheric polar vortex predictability
by: Yang, Shuo, et al.
Published: (2026)

Emerging AI-based weather prediction models as downscaling tools
by: Koldunov, Nikolay, et al.
Published: (2024)

On the Extrapolation of Generative Adversarial Networks for downscaling precipitation extremes in warmer climates
by: Rampal, Neelesh, et al.
Published: (2024)

An intercomparison of generative machine learning methods for downscaling precipitation at fine spatial scales
by: Ward-Leikis, Bryn, et al.
Published: (2025)

A framework for modeling aerosol-cloud-lightning interactions: Validation of charge structure and aerosol effects
by: Wang, Weishan, et al.
Published: (2026)

Watch an AI Weather Model Learn (and Unlearn) Tropical Cyclones
by: Baiman, Rebecca, et al.
Published: (2026)

Uncertainty-permitting machine learning reveals sources of dynamic sea level predictability across daily-to-seasonal timescales
by: Brettin, Andrew, et al.
Published: (2025)

How does an AI Weather Model Learn to Forecast Extreme Weather?
by: Baiman, Rebecca, et al.
Published: (2025)

Digestible Pieces: comparing three options for partitioning the Northeast Pacific Coast for S2S sea surface height prediction
by: Thapa, Laura, et al.
Published: (2025)

Am I Confused or Is This Confusing?: Deep Ensembles for ENSO Uncertainty Quantification
by: McAfee, Devin M., et al.
Published: (2025)

Cloud droplet size distribution and optical properties only weakly linked to aerosol size
by: Gali, Kadja Flore, et al.
Published: (2025)

HiRO-ACE: Fast and skillful AI emulation and downscaling trained on a 3 km global storm-resolving model
by: Perkins, W. Andre, et al.
Published: (2025)

Using machine learning to downscale coarse-resolution environmental variables for understanding the spatial frequency of convective storms
by: Yu, Hungjui, et al.
Published: (2025)

Spatial and temporal distribution of stratospheric turbulence from global high-resolution radiosonde data
by: Ko, Han-Chang, et al.
Published: (2026)

Reanalysis-based Global Radiative Response to Sea Surface Temperature Patterns: Evaluating the Ai2 Climate Emulator
by: Van Loon, Senne, et al.
Published: (2025)

GPROF-IR: An Improved Single-Channel Infrared Precipitation Retrieval for Merged Satellite Precipitation Products
by: Pfreundschuh, Simon, et al.
Published: (2026)

Dynamical-generative downscaling of climate model ensembles
by: Lopez-Gomez, Ignacio, et al.
Published: (2024)

Improving Post-Processing for Quantitative Precipitation Forecasting Using Deep Learning: Learning Precipitation Physics from High-Resolution Observations
by: Lee, ChangJae, et al.
Published: (2025)

Advancing global aerosol forecasting with artificial intelligence
by: Gui, Ke, et al.
Published: (2024)

Tropical temperature distributions over a wide range of climates: theory and idealized simulations
by: Duffield, Joshua A. M., et al.
Published: (2025)

A methodology for realistic estimation of the aerosol impact on the solar potential
by: Blaga, Robert, et al.
Published: (2023)

Global impacts of organic aerosol acidity on sulfate and cloud formation
by: Sengupta, Gargi, et al.
Published: (2025)

Multiphase buffering by ammonia sustains sulfate production in atmospheric aerosols
by: Zheng, Guangjie, et al.
Published: (2024)

Can AI be enabled to dynamical downscaling? A Latent Diffusion Model to mimic km-scale COSMO5.0\_CLM9 simulations
by: Tomasi, Elena, et al.
Published: (2024)

Multi-Year-to-Decadal Temperature Prediction using a Machine Learning Model-Analog Framework
by: Fernandez, M. A., et al.
Published: (2025)

Moisture Budgets and Circulation Analogs: Diagnosing Dynamic and Thermodynamic Precipitation Change
by: Doane-Solomon, Robert, et al.
Published: (2026)

Huayu: Advanced Real-Time Precipitation Estimation from Geostationary Satellite
by: Song, Zijiang, et al.
Published: (2025)

Dynamics and Model Representation of Two Contrasting Extreme Precipitation Events in the Sahel
by: Sanogo, Souleymane, et al.
Published: (2025)

How do the Pacific and Atlantic Oceans synergize to modulate Southeastern United States Precipitation Variability?
by: Singhai, Priyanshi, et al.
Published: (2024)

Marine Heatwaves in the Arabian Sea: Drivers and Impacts on Atmospheric Circulation and Extreme Precipitation
by: Suhas, D. L., et al.
Published: (2026)

Forecasting the Future with Yesterday's Climate: Temperature Bias in AI Weather and Climate Models
by: Landsberg, Jacob B., et al.
Published: (2025)

Cloud-aerosol interactions in subtropical marine stratocumulus weaken in a warmer climate
by: Sun, Hongwei, et al.
Published: (2025)

Do Climate Models Need Microphysical and Convective Parameterizations to Generate Accurate Precipitation Fields?
by: Moreno, Raul, et al.
Published: (2026)

A composite of the effects of major sudden stratospheric warming events on carbon dioxide radiative cooling in the mesosphere-lower-thermosphere
by: Kumar, Akash, et al.
Published: (2025)

Bridging the Sensitivity Gap in Precipitation Estimates from Spaceborne Radars using Passive Microwave Observations
by: Pfreundschuh, Simon, et al.
Published: (2026)

Winter Precipitation Type Diagnosis and Uncertainty Quantification with a Physically Consistent Machine Learning Method
by: Becker, Charlie, et al.
Published: (2025)

Conditional diffusion models for downscaling and bias correction of Earth system model precipitation
by: Aich, Michael, et al.
Published: (2024)

The Link between Gulf Stream Precipitation and European Blocking in General Circulation Models and the Role of Horizontal Resolution
by: Strommen, Kristian, et al.
Published: (2024)

Diffuse fraction as a tool for exploring the sensitivity of parametric clear-sky models to changing aerosol conditions
by: Blaga, Robert, et al.
Published: (2024)

On Using Medium-Range Ensemble Forecasts for Storm Transposition of Synoptic-Scale Systems in Probable Maximum Precipitation Estimation
by: Mure-Ravaud, Mathieu
Published: (2026)