Probabilistic bias adjustment of seasonal predictions of Arctic Sea Ice Concentration
Fuente:
arXiv
Saved in:
| Main Authors: | Gooya, Parsa, Sospedra-Alfonso, Reinel |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Toward generative machine learning for boosting ensembles of climate simulations
by: Gooya, Parsa, et al.
Published: (2026)
by: Gooya, Parsa, et al.
Published: (2026)
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)
How to systematically develop an effective AI-based bias correction model?
by: Zhou, Xiao, et al.
Published: (2025)
by: Zhou, Xiao, et al.
Published: (2025)
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)
Probabilistic Emulation of a Global Climate Model with Spherical DYffusion
by: Cachay, Salva Rühling, et al.
Published: (2024)
by: Cachay, Salva Rühling, et al.
Published: (2024)
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)
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)
Uncertainty-aware segmentation for rainfall prediction post processing
by: Monaco, Simone, et al.
Published: (2024)
by: Monaco, Simone, 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)
Controllable Probabilistic Forecasting with Stochastic Decomposition Layers
by: Schreck, John S., et al.
Published: (2025)
by: Schreck, John S., et al.
Published: (2025)
Conditional diffusion models for downscaling and bias correction of Earth system model precipitation
by: Aich, Michael, et al.
Published: (2024)
by: Aich, Michael, et al.
Published: (2024)
Generative ensemble deep learning severe weather prediction from a deterministic convection-allowing model
by: Sha, Yingkai, et al.
Published: (2023)
by: Sha, Yingkai, et al.
Published: (2023)
Leveraging an Atmospheric Foundational Model for Subregional Sea Surface Temperature Forecasting
by: Medina, Víctor, et al.
Published: (2025)
by: Medina, Víctor, 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)
Inductive biases in deep learning models for weather prediction
by: Thuemmel, Jannik, et al.
Published: (2023)
by: Thuemmel, Jannik, et al.
Published: (2023)
An ensemble of data-driven weather prediction models for operational sub-seasonal forecasting
by: Weyn, Jonathan A., et al.
Published: (2024)
by: Weyn, Jonathan A., et al.
Published: (2024)
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)
XiChen: A global weather observation-to-forecast machine learning system via four-dimensional variational gradient-guided flexible assimilation
by: Wang, Wuxin, et al.
Published: (2025)
by: Wang, Wuxin, et al.
Published: (2025)
A Self-Evolving AI Agent System for Climate Science
by: Guo, Zijie, et al.
Published: (2025)
by: Guo, Zijie, et al.
Published: (2025)
DAWP: A framework for global observation forecasting via Data Assimilation and Weather Prediction in satellite observation space
by: Gong, Junchao, et al.
Published: (2025)
by: Gong, Junchao, et al.
Published: (2025)
Neural ocean forecasting from sparse satellite-derived observations: a case-study for SSH dynamics and altimetry data
by: Botvynko, Daria, et al.
Published: (2025)
by: Botvynko, Daria, et al.
Published: (2025)
Zephyrus: An Agentic Framework for Weather Science
by: Varambally, Sumanth, et al.
Published: (2025)
by: Varambally, Sumanth, et al.
Published: (2025)
RainScaleGAN: a Conditional Generative Adversarial Network for Rainfall Downscaling
by: Iotti, Marcello, et al.
Published: (2025)
by: Iotti, Marcello, et al.
Published: (2025)
Advanced Torrential Loss Function for Precipitation Forecasting
by: Choi, Jaeho, et al.
Published: (2025)
by: Choi, Jaeho, 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)
China Regional 3km Downscaling Based on Residual Corrective Diffusion Model
by: Sun, Honglu, et al.
Published: (2025)
by: Sun, Honglu, et al.
Published: (2025)
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)
Improving Significant Wave Height Prediction Using Chronos Models
by: Zhai, Yilin, et al.
Published: (2025)
by: Zhai, Yilin, et al.
Published: (2025)
FuXi-RTM: A Physics-Guided Prediction Framework with Radiative Transfer Modeling
by: Huang, Qiusheng, et al.
Published: (2025)
by: Huang, Qiusheng, et al.
Published: (2025)
WSSM: Geographic-enhanced hierarchical state-space model for global station weather forecast
by: Yang, Songru, et al.
Published: (2025)
by: Yang, Songru, et al.
Published: (2025)
Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution
by: Tu, Siwei, et al.
Published: (2025)
by: Tu, Siwei, 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)
STCast: Adaptive Boundary Alignment for Global and Regional Weather Forecasting
by: Chen, Hao, et al.
Published: (2025)
by: Chen, Hao, et al.
Published: (2025)
A Physics-Guided AI Cascaded Corrector Model Significantly Extends Madden-Julian Oscillation Prediction Skill
by: Zhou, Xiao, et al.
Published: (2025)
by: Zhou, Xiao, et al.
Published: (2025)
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)
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)
Reinforcement Learning (RL) Meets Urban Climate Modeling: Investigating the Efficacy and Impacts of RL-Based HVAC Control
by: Yu, Junjie, et al.
Published: (2025)
by: Yu, Junjie, et al.
Published: (2025)
The promising potential of vision language models for the generation of textual weather forecasts
by: Steele, Edward C. C., et al.
Published: (2025)
by: Steele, Edward C. C., et al.
Published: (2025)
CondensNet: Enabling stable long-term climate simulations via hybrid deep learning models with adaptive physical constraints
by: Wang, Xin, et al.
Published: (2025)
by: Wang, Xin, et al.
Published: (2025)
How Effective Are Time-Series Models for Precipitation Nowcasting? A Comprehensive Benchmark for GNSS-based Precipitation Nowcasting
by: Zhang, Yifang, et al.
Published: (2025)
by: Zhang, Yifang, et al.
Published: (2025)
Similar Items
-
Toward generative machine learning for boosting ensembles of climate simulations
by: Gooya, Parsa, et al.
Published: (2026) -
IceDiff: High Resolution and High-Quality Sea Ice Forecasting with Generative Diffusion Prior
by: Xu, Jingyi, et al.
Published: (2024) -
How to systematically develop an effective AI-based bias correction model?
by: Zhou, Xiao, et al.
Published: (2025) -
Elucidated Rolling Diffusion Models for Probabilistic Forecasting of Complex Dynamics
by: Cachay, Salva Rühling, et al.
Published: (2025) -
Probabilistic Emulation of a Global Climate Model with Spherical DYffusion
by: Cachay, Salva Rühling, et al.
Published: (2024)