Extratropical Atmospheric Circulation Response to ENSO in Deep Learning Pacific Pacemaker Experiments
Fuente:
arXiv
Saved in:
| Main Authors: | Hua, Zhanxiang, Karamperidou, Christina, Meng, Zilu |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
The Climatological Relationship Between United States Tornadoes and Extratropical Cyclones
by: Kiefer, Lauren, et al.
Published: (2025)
by: Kiefer, Lauren, et al.
Published: (2025)
Reconstructing the Tropical Pacific Upper Ocean using Online Data Assimilation with a Deep Learning model
by: Meng, Zilu, et al.
Published: (2024)
by: Meng, Zilu, et al.
Published: (2024)
Track-Dependent Links between Tropical Cyclones and Extratropical Predictability in Physical and AI Models
by: Zhang, Gan
Published: (2026)
by: Zhang, Gan
Published: (2026)
Deep Learning Atmospheric Models Reliably Simulate Out-of-Sample Land Heat and Cold Wave Frequencies
by: Meng, Zilu, et al.
Published: (2025)
by: Meng, Zilu, et al.
Published: (2025)
Climate network and complexity based ENSO forecast for 2026
by: Ludescher, Josef, et al.
Published: (2026)
by: Ludescher, Josef, et al.
Published: (2026)
Am I Confused or Is This Confusing?: Deep Ensembles for ENSO Uncertainty Quantification
by: McAfee, Devin M., et al.
Published: (2025)
by: McAfee, Devin M., et al.
Published: (2025)
Marine Heatwaves in the Arabian Sea: Drivers and Impacts on Atmospheric Circulation and Extreme Precipitation
by: Suhas, D. L., et al.
Published: (2026)
by: Suhas, D. L., et al.
Published: (2026)
Resolving the Paradox of Changing ENSO-Monsoon Relation through Global-ENSO
by: Sharma, Devabrat, et al.
Published: (2026)
by: Sharma, Devabrat, et al.
Published: (2026)
Climate network and complexity approach predict neutral ENSO event for 2025
by: Ludescher, J., et al.
Published: (2025)
by: Ludescher, J., et al.
Published: (2025)
Zeeman: A Deep Learning Regional Atmospheric Chemistry Transport Model
by: Pang, Mijie, et al.
Published: (2025)
by: Pang, Mijie, et al.
Published: (2025)
Large-Ensemble Simulations Reveal Links Between Atmospheric Blocking Frequency and Sea Surface Temperature Variability
by: Meng, Zilu, et al.
Published: (2026)
by: Meng, Zilu, et al.
Published: (2026)
Coupled Seasonal Data Assimilation of Sea Ice, Ocean, and Atmospheric Dynamics over the Last Millennium
by: Meng, Zilu, et al.
Published: (2025)
by: Meng, Zilu, et al.
Published: (2025)
Is ENSO a damped or a self-sustained oscillation?
by: Weeks, Elle, et al.
Published: (2025)
by: Weeks, Elle, et al.
Published: (2025)
Using Deep Learning to Identify Initial Error Sensitivity for Interpretable ENSO Forecasts
by: Toride, Kinya, et al.
Published: (2024)
by: Toride, Kinya, et al.
Published: (2024)
Long-term prediction of ENSO with physics-guided Deep Echo State Networks
by: Zhang, Zejing, et al.
Published: (2026)
by: Zhang, Zejing, et al.
Published: (2026)
Simulating Atmospheric Processes in Earth System Models and Quantifying Uncertainties with Deep Learning Multi-Member and Stochastic Parameterizations
by: Behrens, Gunnar, et al.
Published: (2024)
by: Behrens, Gunnar, et al.
Published: (2024)
Realistic ENSO Dynamics Requires a Damped Nonlinear Recharge Oscillator
by: Han, Sooman, et al.
Published: (2025)
by: Han, Sooman, et al.
Published: (2025)
A Nonhydrostatic Mass-Conserving Dynamical Core for Deep Atmospheres of Variable Composition
by: Kelly, James F., et al.
Published: (2024)
by: Kelly, James F., et al.
Published: (2024)
Predictability Limit of the 2021 Pacific Northwest Heatwave from Deep-Learning Sensitivity Analysis
by: Vonich, P. Trent, et al.
Published: (2024)
by: Vonich, P. Trent, et al.
Published: (2024)
Diffusive and Adiabatic Meridional Overturning Circulations in the Cooling Abyss of the Indo-Pacific Ocean
by: Han, Lei
Published: (2025)
by: Han, Lei
Published: (2025)
Interpretable Cross-Sphere Multiscale Deep Learning Predicts ENSO Skilfully Beyond 2 Years
by: Hao, Rixu, et al.
Published: (2025)
by: Hao, Rixu, et al.
Published: (2025)
A Dual-Core Model for ENSO Diversity: Unifying Model Hierarchies for Realistic Simulations
by: Wang, Jinyu, et al.
Published: (2025)
by: Wang, Jinyu, et al.
Published: (2025)
Deep Learning Reconstruction of Tropical Cyclogenesis in the Western North Pacific from Climate Reanalysis Dataset
by: Le, Duc-Trong, et al.
Published: (2025)
by: Le, Duc-Trong, et al.
Published: (2025)
The Rise and Fall of ENSO in a Warming World: Insights from a Lag-Linear Model
by: Tuckman, PJ, et al.
Published: (2026)
by: Tuckman, PJ, et al.
Published: (2026)
A New Explanation of the Mechanism of Hadley Circulation
by: Huang, Wei
Published: (2023)
by: Huang, Wei
Published: (2023)
Physically Consistent Global Atmospheric Data Assimilation with Machine Learning in Latent Space
by: Fan, Hang, et al.
Published: (2025)
by: Fan, Hang, et al.
Published: (2025)
Atmosphere as a steam engine
by: Makarieva, Anastassia, et al.
Published: (2026)
by: Makarieva, Anastassia, et al.
Published: (2026)
Comparing Ocean Forecasts Driven with Machine Learning-based and Physics-based Atmospheric Forcings
by: Zhou, Xiaobing, et al.
Published: (2026)
by: Zhou, Xiaobing, et al.
Published: (2026)
Contributions of El Niño Southern Oscillation (ENSO) Diversity to Low-Frequency Changes in ENSO Variance
by: Schlör, Jakob, et al.
Published: (2023)
by: Schlör, Jakob, et al.
Published: (2023)
Imputing Missing Long-Term Spatiotemporal Multivariate Atmospheric Data with CNN-Transformer Machine Learning
by: Hu, Jiahui, et al.
Published: (2025)
by: Hu, Jiahui, et al.
Published: (2025)
EnsAI: An Emulator for Atmospheric Chemical Ensembles
by: Sitwell, Michael
Published: (2025)
by: Sitwell, Michael
Published: (2025)
CAMulator: Fast Emulation of the Community Atmosphere Model
by: Chapman, William E., et al.
Published: (2025)
by: Chapman, William E., et al.
Published: (2025)
The Radiation Balance for a semi-gray Atmosphere
by: van Leeuwen, J. M. J.
Published: (2024)
by: van Leeuwen, J. M. J.
Published: (2024)
Stable Machine-Learning Parameterization of Subgrid Processes in a Comprehensive Atmospheric Model Learned From Embedded Convection-Permitting Simulations
by: Hu, Zeyuan, et al.
Published: (2024)
by: Hu, Zeyuan, et al.
Published: (2024)
A Revisit of Large-Scale Patterns in Middle Stratospheric Circulation Variations
by: Tao, Ningning, et al.
Published: (2025)
by: Tao, Ningning, et al.
Published: (2025)
A Reduced-Dimensional Model for the Interhemispheric Geostrophic Meridional Overturning Circulation
by: Vanderborght, Elian, et al.
Published: (2025)
by: Vanderborght, Elian, et al.
Published: (2025)
Moisture Budgets and Circulation Analogs: Diagnosing Dynamic and Thermodynamic Precipitation Change
by: Doane-Solomon, Robert, et al.
Published: (2026)
by: Doane-Solomon, Robert, et al.
Published: (2026)
DANRA: The Kilometer-Scale Danish Regional Atmospheric Reanalysis
by: Yang, Xiaohua, et al.
Published: (2025)
by: Yang, Xiaohua, et al.
Published: (2025)
Ozone Anomalies in Dry Intrusions Associated with Atmospheric Rivers
by: Hall, Kirsten R., et al.
Published: (2024)
by: Hall, Kirsten R., et al.
Published: (2024)
The Equilibrium Response of Atmospheric Machine-Learning Models to Uniform Sea Surface Temperature Warming
by: Zhang, Bosong, et al.
Published: (2025)
by: Zhang, Bosong, et al.
Published: (2025)
Similar Items
-
The Climatological Relationship Between United States Tornadoes and Extratropical Cyclones
by: Kiefer, Lauren, et al.
Published: (2025) -
Reconstructing the Tropical Pacific Upper Ocean using Online Data Assimilation with a Deep Learning model
by: Meng, Zilu, et al.
Published: (2024) -
Track-Dependent Links between Tropical Cyclones and Extratropical Predictability in Physical and AI Models
by: Zhang, Gan
Published: (2026) -
Deep Learning Atmospheric Models Reliably Simulate Out-of-Sample Land Heat and Cold Wave Frequencies
by: Meng, Zilu, et al.
Published: (2025) -
Climate network and complexity based ENSO forecast for 2026
by: Ludescher, Josef, et al.
Published: (2026)