Leveraging an Atmospheric Foundational Model for Subregional Sea Surface Temperature Forecasting
Fuente:
arXiv
Saved in:
| Main Authors: | Medina, Víctor, Cuervo-Londoño, Giovanny A., Sánchez, Javier |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Deep Learning Weather Models for Subregional Ocean Forecasting: A Case Study on the Canary Current Upwelling System
by: Cuervo-Londoño, Giovanny A., et al.
Published: (2025)
by: Cuervo-Londoño, Giovanny A., et al.
Published: (2025)
SSTODE: Ocean-Atmosphere Physics-Informed Neural ODEs for Sea Surface Temperature Prediction
by: Jiang, Zheng, et al.
Published: (2025)
by: Jiang, Zheng, et al.
Published: (2025)
CNN-based Surface Temperature Forecasts with Ensemble Numerical Weather Prediction
by: Inoue, Takuya, et al.
Published: (2025)
by: Inoue, Takuya, et al.
Published: (2025)
On the Integration of Spatial-Temporal Knowledge: A Lightweight Approach to Atmospheric Time Series Forecasting
by: Fu, Yisong, et al.
Published: (2024)
by: Fu, Yisong, et al.
Published: (2024)
Turning Up the Heat: Assessing 2-m Temperature Forecast Errors in AI Weather Prediction Models During Heat Waves
by: Ennis, Kelsey E., et al.
Published: (2025)
by: Ennis, Kelsey E., et al.
Published: (2025)
Regional Weather Variable Predictions by Machine Learning with Near-Surface Observational and Atmospheric Numerical Data
by: Zhang, Yihe, et al.
Published: (2024)
by: Zhang, Yihe, 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)
WIND: Weather Inverse Diffusion for Zero-Shot Atmospheric Modeling
by: Aich, Michael, et al.
Published: (2026)
by: Aich, Michael, et al.
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)
High-Resolution Global Land Surface Temperature Retrieval via a Coupled Mechanism-Machine Learning Framework
by: Xie, Tian, et al.
Published: (2025)
by: Xie, Tian, et al.
Published: (2025)
DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling
by: Li, Wenyuan, et al.
Published: (2024)
by: Li, Wenyuan, et al.
Published: (2024)
IceDiff: High Resolution and High-Quality Sea Ice Forecasting with Generative Diffusion Prior
by: Xu, Jingyi, et al.
Published: (2024)
by: Xu, Jingyi, et al.
Published: (2024)
Elucidated Rolling Diffusion Models for Probabilistic Forecasting of Complex Dynamics
by: Cachay, Salva Rühling, et al.
Published: (2025)
by: Cachay, Salva Rühling, et al.
Published: (2025)
Forecasting the Future with Future Technologies: Advancements in Large Meteorological Models
by: Shu, Hailong, et al.
Published: (2024)
by: Shu, Hailong, et al.
Published: (2024)
Ocean Wave Forecasting with Deep Learning as Alternative to Conventional Models
by: Zhang, Ziliang, et al.
Published: (2024)
by: Zhang, Ziliang, et al.
Published: (2024)
Diving Deep: Forecasting Sea Surface Temperatures and Anomalies
by: Ning, Ding, et al.
Published: (2025)
by: Ning, Ding, et al.
Published: (2025)
Skillful Subseasonal-to-Seasonal Forecasting of Extreme Events with a Multi-Sphere Coupled Probabilistic Model
by: Mu, Bin, et al.
Published: (2025)
by: Mu, Bin, 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)
Advanced Torrential Loss Function for Precipitation Forecasting
by: Choi, Jaeho, et al.
Published: (2025)
by: Choi, Jaeho, et al.
Published: (2025)
TemperatureGAN: Generative Modeling of Regional Atmospheric Temperatures
by: Balogun, Emmanuel, et al.
Published: (2023)
by: Balogun, Emmanuel, et al.
Published: (2023)
FengWu-4DVar: Coupling the Data-driven Weather Forecasting Model with 4D Variational Assimilation
by: Xiao, Yi, et al.
Published: (2023)
by: Xiao, Yi, et al.
Published: (2023)
TCP-Diffusion: A Multi-modal Diffusion Model for Global Tropical Cyclone Precipitation Forecasting with Change Awareness
by: Huang, Cheng, et al.
Published: (2024)
by: Huang, Cheng, et al.
Published: (2024)
Evaluating Deep Learning Approaches for Predictions in Unmonitored Basins with Continental-scale Stream Temperature Models
by: Willard, Jared D., et al.
Published: (2024)
by: Willard, Jared D., et al.
Published: (2024)
Weather Prediction with Diffusion Guided by Realistic Forecast Processes
by: Hua, Zhanxiang, et al.
Published: (2024)
by: Hua, Zhanxiang, et al.
Published: (2024)
STCast: Adaptive Boundary Alignment for Global and Regional Weather Forecasting
by: Chen, Hao, et al.
Published: (2025)
by: Chen, Hao, et al.
Published: (2025)
ADAF: An Artificial Intelligence Data Assimilation Framework for Weather Forecasting
by: Xiang, Yanfei, et al.
Published: (2024)
by: Xiang, Yanfei, et al.
Published: (2024)
Forecasting the Ionosphere from Sparse GNSS Data with Temporal-Fusion Transformers
by: Acciarini, Giacomo, et al.
Published: (2025)
by: Acciarini, Giacomo, et al.
Published: (2025)
Exploring Multimodal AI Reasoning for Meteorological Forecasting from Skew-T Diagrams
by: Lee, ChangJae, et al.
Published: (2025)
by: Lee, ChangJae, et al.
Published: (2025)
HurriCast: Synthetic Tropical Cyclone Track Generation for Hurricane Forecasting
by: Gao, Shouwei, et al.
Published: (2023)
by: Gao, Shouwei, et al.
Published: (2023)
WeatherFormer: Empowering Global Numerical Weather Forecasting with Space-Time Transformer
by: Gong, Junchao, et al.
Published: (2024)
by: Gong, Junchao, et al.
Published: (2024)
Surface solar radiation: AI satellite retrieval can outperform Heliosat and generalizes well to other climate zones
by: Schuurman, K. R., et al.
Published: (2024)
by: Schuurman, K. R., et al.
Published: (2024)
FuXi-Ocean: A Global Ocean Forecasting System with Sub-Daily Resolution
by: Huang, Qiusheng, et al.
Published: (2025)
by: Huang, Qiusheng, et al.
Published: (2025)
U-Cast: A Surprisingly Simple and Efficient Frontier Probabilistic AI Weather Forecaster
by: Cachay, Salva Rühling, et al.
Published: (2026)
by: Cachay, Salva Rühling, et al.
Published: (2026)
FengWu-GHR: Learning the Kilometer-scale Medium-range Global Weather Forecasting
by: Han, Tao, et al.
Published: (2024)
by: Han, Tao, et al.
Published: (2024)
Maximizing the Impact of Deep Learning on Subseasonal-to-Seasonal Climate Forecasting: The Essential Role of Optimization
by: Guo, Yizhen, et al.
Published: (2024)
by: Guo, Yizhen, et al.
Published: (2024)
Efficient Localized Adaptation of Neural Weather Forecasting: A Case Study in the MENA Region
by: Munir, Muhammad Akhtar, et al.
Published: (2024)
by: Munir, Muhammad Akhtar, et al.
Published: (2024)
A-UTE: Advection Informed, Uncertainty Aware Temperature Emulator
by: Saleem, Hira, et al.
Published: (2024)
by: Saleem, Hira, et al.
Published: (2024)
SIFM: A Foundation Model for Multi-granularity Arctic Sea Ice Forecasting
by: Xu, Jingyi, et al.
Published: (2024)
by: Xu, Jingyi, et al.
Published: (2024)
The Recipe Matters More Than the Kitchen:Mathematical Foundations of the AI Weather Prediction Pipeline
by: Garg, Piyush, et al.
Published: (2026)
by: Garg, Piyush, et al.
Published: (2026)
IndiaWeatherBench: A Dataset and Benchmark for Data-Driven Regional Weather Forecasting over India
by: Nguyen, Tung, et al.
Published: (2025)
by: Nguyen, Tung, et al.
Published: (2025)
Similar Items
-
Deep Learning Weather Models for Subregional Ocean Forecasting: A Case Study on the Canary Current Upwelling System
by: Cuervo-Londoño, Giovanny A., et al.
Published: (2025) -
SSTODE: Ocean-Atmosphere Physics-Informed Neural ODEs for Sea Surface Temperature Prediction
by: Jiang, Zheng, et al.
Published: (2025) -
CNN-based Surface Temperature Forecasts with Ensemble Numerical Weather Prediction
by: Inoue, Takuya, et al.
Published: (2025) -
On the Integration of Spatial-Temporal Knowledge: A Lightweight Approach to Atmospheric Time Series Forecasting
by: Fu, Yisong, et al.
Published: (2024) -
Turning Up the Heat: Assessing 2-m Temperature Forecast Errors in AI Weather Prediction Models During Heat Waves
by: Ennis, Kelsey E., et al.
Published: (2025)