Cracking the Code of Arctic Sea Ice: Why Models Fail to Predict Its Retreat?
Fuente:
arXiv
Guardado en:
| Autores principales: | Gou, Ruijian, Lohmann, Gerrit, Chen, Deliang, Xu, Shiming, Shu, Ruiqi, Zhang, Shaoqing, Wu, Lixin |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
HybridOM: Hybrid Physics-Based and Data-Driven Global Ocean Modeling with Efficient Spatial Downscaling
por: Shu, Ruiqi, et al.
Publicado: (2026)
por: Shu, Ruiqi, et al.
Publicado: (2026)
Improved Forecasts of Global Extreme Marine Heatwaves Through a Physics-guided Data-driven Approach
por: Shu, Ruiqi, et al.
Publicado: (2024)
por: Shu, Ruiqi, et al.
Publicado: (2024)
NeuralOM: Neural Ocean Model for Subseasonal-to-Seasonal Simulation
por: Gao, Yuan, et al.
Publicado: (2025)
por: Gao, Yuan, et al.
Publicado: (2025)
Organization of Historical Oceanic Overturnings on Cross-Sphere Climate Signals
por: Jiang, Yingjing, et al.
Publicado: (2025)
por: Jiang, Yingjing, et al.
Publicado: (2025)
SIFM: A Foundation Model for Multi-granularity Arctic Sea Ice Forecasting
por: Xu, Jingyi, et al.
Publicado: (2024)
por: Xu, Jingyi, et al.
Publicado: (2024)
Modeling Snow on Sea Ice using Physics Guided Machine Learning
por: Prasad, Ayush, et al.
Publicado: (2024)
por: Prasad, Ayush, et al.
Publicado: (2024)
On early-warning of full versus partial Atlantic overturning circulation collapse
por: Lohmann, Johannes
Publicado: (2025)
por: Lohmann, Johannes
Publicado: (2025)
Typhoon Tracks Regulated by Feedbacks of Fine-Scale Clouds to Environment
por: Zhao, Haoran, et al.
Publicado: (2025)
por: Zhao, Haoran, et al.
Publicado: (2025)
Assessing the Spurious Impacts of Ice-Constraining Methods on the Climate Response to Sea-Ice Loss using an Idealised Aquaplanet GCM
por: Lewis, Neil T., et al.
Publicado: (2024)
por: Lewis, Neil T., et al.
Publicado: (2024)
Arctic Oscillation Modulation of Winter Air-Sea Coupling in the East/Japan Sea: Persistence, Timescales, and Extremes
por: Lim, Gyuchang, et al.
Publicado: (2025)
por: Lim, Gyuchang, et al.
Publicado: (2025)
Inversion of Sea Ice Spectral Albedo to Estimate Under-Ice Transmittance
por: Perron, Christophe, et al.
Publicado: (2026)
por: Perron, Christophe, et al.
Publicado: (2026)
Integrating Regional Ice Charts and Copernicus Sea Ice Products for Navigation Risk in Alaskan Waters
por: Peel, Grant, et al.
Publicado: (2025)
por: Peel, Grant, et al.
Publicado: (2025)
Wintertime Cross-correlational Structures between Sea Surface Temperature Anomaly and Atmospheric-and-Oceanic Fields in the East/Japan Sea Under Arctic Oscillation
por: Lim, Gyuchang, et al.
Publicado: (2025)
por: Lim, Gyuchang, et al.
Publicado: (2025)
Direct test for critical slowing down before Dansgaard-Oeschger events via the volcanic climate response
por: Lohmann, Johannes
Publicado: (2025)
por: Lohmann, Johannes
Publicado: (2025)
Interpretable Cross-Sphere Multiscale Deep Learning Predicts ENSO Skilfully Beyond 2 Years
por: Hao, Rixu, et al.
Publicado: (2025)
por: Hao, Rixu, et al.
Publicado: (2025)
AI Models Still Lag Behind Traditional Numerical Models in Predicting Sudden-Turning Typhoons
por: Xu, Daosheng, et al.
Publicado: (2025)
por: Xu, Daosheng, et al.
Publicado: (2025)
Prediction of Sea Level Rise near Shanghai
por: Zheng, Yi
Publicado: (2024)
por: Zheng, Yi
Publicado: (2024)
The Interdecadal Bipolar Oscillation: An Atmospheric Water Vapor Mode Driving Asynchronous Polar Climate Change
por: Wang, Hongyu, et al.
Publicado: (2026)
por: Wang, Hongyu, et al.
Publicado: (2026)
Ekman Theory with Damping
por: Wu, Jiacheng, et al.
Publicado: (2025)
por: Wu, Jiacheng, et al.
Publicado: (2025)
Ice clouds as nonlinear oscillators
por: Bergner, Hannah, et al.
Publicado: (2025)
por: Bergner, Hannah, et al.
Publicado: (2025)
A Neural Network-Based Submesoscale Vertical Heat Flux Parameterization and Its Implementation in Regional Ocean Modeling System (ROMS)
por: Zhou, Shuyi, et al.
Publicado: (2024)
por: Zhou, Shuyi, et al.
Publicado: (2024)
Probabilistic bias adjustment of seasonal predictions of Arctic Sea Ice Concentration
por: Gooya, Parsa, et al.
Publicado: (2025)
por: Gooya, Parsa, et al.
Publicado: (2025)
Causal Feedback Discovery using Convergence Cross Mapping on Sea Ice Data
por: Nji, Francis, et al.
Publicado: (2025)
por: Nji, Francis, et al.
Publicado: (2025)
A Regime Shift in Atlantic Surface Currents Reveals a Step-like Decline of the Meridional Overturning Circulation
por: Huang, Han, et al.
Publicado: (2026)
por: Huang, Han, et al.
Publicado: (2026)
Wave Attenuation in Drifting Sea Ice: A Mechanistic Model for Observed Decay Profiles
por: Ransome, Rhys, et al.
Publicado: (2025)
por: Ransome, Rhys, et al.
Publicado: (2025)
Error Growth Dynamic and Predictability of Tropical Cyclone in Machine Learning Weather Prediction Model
por: Pu, Jingchen, et al.
Publicado: (2026)
por: Pu, Jingchen, et al.
Publicado: (2026)
A statistical study of sea ice thickness and coverage in the Canadian Arctic
por: Kimiaghalam, Arya
Publicado: (2025)
por: Kimiaghalam, Arya
Publicado: (2025)
Climate-Adaptive and Cascade-Constrained Machine Learning Prediction for Sea Surface Height under Greenhouse Warming
por: Zheng, Tianmu, et al.
Publicado: (2025)
por: Zheng, Tianmu, et al.
Publicado: (2025)
Dissipating the correlation smokescreen: Causal decomposition of the radiative effects of biomass burning aerosols over the South-East Atlantic
por: Fons, Emilie, et al.
Publicado: (2026)
por: Fons, Emilie, et al.
Publicado: (2026)
Insights from Ex-Typhoon Halong (2025) -- An Arctic Cyclone of Tropical Origin
por: Yang, Mingshi, et al.
Publicado: (2026)
por: Yang, Mingshi, et al.
Publicado: (2026)
Black Carbon scavenging in liquid Arctic clouds: the role of size and mixing state
por: Bertozzi, Barbara, et al.
Publicado: (2026)
por: Bertozzi, Barbara, et al.
Publicado: (2026)
A Summer Meridional Subsurface Temperature Dipole Mode in the South China Sea
por: Wu, Ximing, et al.
Publicado: (2025)
por: Wu, Ximing, et al.
Publicado: (2025)
Extremes of summer Arctic sea ice reduction investigated with a rare event algorithm
por: Sauer, Jerome, et al.
Publicado: (2023)
por: Sauer, Jerome, et al.
Publicado: (2023)
From spinning sea ice floes to ocean enstrophy spectra in the Marginal Ice Zone
por: Kim, Minki, et al.
Publicado: (2025)
por: Kim, Minki, et al.
Publicado: (2025)
SvalMIZ-25 Svalbard Marginal Ice Zone Campaign 2025 -- Cruise Report
por: Müller, M., et al.
Publicado: (2025)
por: Müller, M., et al.
Publicado: (2025)
Direct in-situ observations of wave-induced floe collisions in the deeper Marginal Ice Zone
por: Dreyer, Lars Willas, et al.
Publicado: (2024)
por: Dreyer, Lars Willas, et al.
Publicado: (2024)
Assimilating Observed Surface Pressure into ML Weather Prediction Models
por: Slivinski, Laura C., et al.
Publicado: (2024)
por: Slivinski, Laura C., et al.
Publicado: (2024)
Hierarchical Information-sharing Convolutional Neural Network for the Prediction of Arctic Sea Ice Concentration and Velocity
por: Koo, Younghyun, et al.
Publicado: (2023)
por: Koo, Younghyun, et al.
Publicado: (2023)
Seasonal Variability of Snow Cover and Impact on Albedo and Thermal Properties in the Antarctic Marginal Ice Zone
por: Tersigni, Ippolita, et al.
Publicado: (2025)
por: Tersigni, Ippolita, et al.
Publicado: (2025)
The Iris Illusion in the Tropical Sky Seen Through Two Decades of Aura MLS Ice Water Contents
por: Zhang, Yiguo
Publicado: (2025)
por: Zhang, Yiguo
Publicado: (2025)
Ejemplares similares
-
HybridOM: Hybrid Physics-Based and Data-Driven Global Ocean Modeling with Efficient Spatial Downscaling
por: Shu, Ruiqi, et al.
Publicado: (2026) -
Improved Forecasts of Global Extreme Marine Heatwaves Through a Physics-guided Data-driven Approach
por: Shu, Ruiqi, et al.
Publicado: (2024) -
NeuralOM: Neural Ocean Model for Subseasonal-to-Seasonal Simulation
por: Gao, Yuan, et al.
Publicado: (2025) -
Organization of Historical Oceanic Overturnings on Cross-Sphere Climate Signals
por: Jiang, Yingjing, et al.
Publicado: (2025) -
SIFM: A Foundation Model for Multi-granularity Arctic Sea Ice Forecasting
por: Xu, Jingyi, et al.
Publicado: (2024)