Cover Image

Integrating Weather Foundation Model and Satellite to Enable Fine-Grained Solar Irradiance Forecasting

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ma, Ziqing, Ying, Kai, Gu, Xinyue, Zhou, Tian, Zhu, Tianyu, Zhang, Haifan, Niu, Peisong, Wang, Zheng, Bai, Cong, Sun, Liang
Format:	Preprint
Published:	2026
Subjects:	Machine Learning Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Target Concept Tuning Improves Extreme Weather Forecasting
by: Ren, Shijie, et al.
Published: (2026)

Utilizing Strategic Pre-training to Reduce Overfitting: Baguan -- A Pre-trained Weather Forecasting Model
by: Niu, Peisong, et al.
Published: (2025)

Enhancing AI-Based Tropical Cyclone Track and Intensity Forecasting via Systematic Bias Correction
by: Niu, Peisong, et al.
Published: (2026)

SolarCrossFormer: Improving day-ahead Solar Irradiance Forecasting by Integrating Satellite Imagery and Ground Sensors
by: Schubnel, Baptiste, et al.
Published: (2025)

Understanding the Role of Textual Prompts in LLM for Time Series Forecasting: an Adapter View
by: Niu, Peisong, et al.
Published: (2023)

Enhancing Intra‐Hour Solar Irradiance Forecasting for Solar Applications: A Blended Model of Satellite, Sky Imager, and Persistence
by: Bijan Nouri, et al.
Published: (2025)

SolarBoost: Distributed Photovoltaic Power Forecasting Amid Time-varying Grid Capacity
by: Geng, Linyuan, et al.
Published: (2025)

FusionSF: Fuse Heterogeneous Modalities in a Vector Quantized Framework for Robust Solar Power Forecasting
by: Ma, Ziqing, et al.
Published: (2024)

Deep and Probabilistic Solar Irradiance Forecast at the Arctic Circle
by: Erdmann, Niklas, et al.
Published: (2024)

Solar Irradiance Forecasting Using Temporal Fusion Transformers
by: Abdulaziz Alorf, et al.
Published: (2025)

Stochastic Coefficient of Variation: Assessing the Variability and Forecastability of Solar Irradiance
by: Voyant, Cyril, et al.
Published: (2025)

Complex-Valued Time Series Based Solar Irradiance Forecast
by: Voyant, Cyril, et al.
Published: (2022)

Task-Adaptive Parameter-Efficient Fine-Tuning for Weather Foundation Models
by: Cao, Shilei, et al.
Published: (2025)

Short-Term Solar Irradiance Forecasting Under Data Transmission Constraints
by: Hammond, Joshua Edward, et al.
Published: (2024)

Fine Grain 3D Integration for Microarchitecture Design Through Cube Packing Exploration
by: Liu, Yongxiang, et al.
Published: (2025)

Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Forecasting
by: Liu, Peiyuan, et al.
Published: (2024)

TuckA: Hierarchical Compact Tensor Experts for Efficient Fine-Tuning
by: Lei, Qifeng, et al.
Published: (2025)

Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling
by: Xu, Wanghan, et al.
Published: (2024)

Solar Multimodal Transformer: Intraday Solar Irradiance Predictor using Public Cameras and Time Series
by: Niu, Yanan, et al.
Published: (2025)

WeatherFormer: Empowering Global Numerical Weather Forecasting with Space-Time Transformer
by: Gong, Junchao, et al.
Published: (2024)

Fluid Antenna Enabled Compact Ultra Massive Antenna Array for Satellite Communications
by: Han, Tianyu, et al.
Published: (2026)

Probabilistic NDVI Forecasting from Sparse Satellite Time Series and Weather Covariates
by: Iele, Irene, et al.
Published: (2026)

FineEdit: Fine-Grained Image Edit with Bounding Box Guidance
by: Xu, Haohang, et al.
Published: (2026)

A Physics-Informed Machine Learning Approach utilizing Multiband Satellite Data for Solar Irradiance Estimation
by: Sasaki, Jun, et al.
Published: (2024)

WeatherSyn: An Instruction Tuning MLLM For Weather Forecasting Report Generation
by: Zheng, Zinan, et al.
Published: (2026)

MemFine: Memory-Aware Fine-Grained Scheduling for MoE Training
by: Zhao, Lu, et al.
Published: (2025)

Second-order flows for approaching stationary points of a class of non-convex energies via convex-splitting schemes
by: Chen, Haifan, et al.
Published: (2024)

Physical Modeling of Piano Sound
by: Xie, Haifan
Published: (2024)

Physics-Informed State Space Models for Reliable Solar Irradiance Forecasting in Off-Grid Systems
by: Abdullah, Mohammed Ezzaldin Babiker
Published: (2026)

Outperforming Self-Attention Mechanisms in Solar Irradiance Forecasting via Physics-Guided Neural Networks
by: Abdullah, Mohammed Ezzaldin Babiker, et al.
Published: (2026)

UniExtreme: A Universal Foundation Model for Extreme Weather Forecasting
by: Ni, Hang, et al.
Published: (2025)

Reflective Paper-to-Code Reproduction Enabled by Fine-Grained Verification
by: Zhou, Mingyang, et al.
Published: (2025)

Bridging the Gap Between Bayesian Deep Learning and Ensemble Weather Forecasts
by: Xiong, Xinlei, et al.
Published: (2025)

FACOS: Enabling Privacy Protection Through Fine-Grained Access Control with On-chain and Off-chain System
by: Liu, Chao, et al.
Published: (2024)

AI-Integrated Decision Support System for Real-Time Market Growth Forecasting and Multi-Source Content Diffusion Analytics
by: Yin, Ziqing, et al.
Published: (2025)

SEMPO: Lightweight Foundation Models for Time Series Forecasting
by: He, Hui, et al.
Published: (2025)

Certain Head, Uncertain Tail: Expert-Sample for Test-Time Scaling in Fine-Grained MoE
by: Chen, Yuanteng, et al.
Published: (2026)

Integrating Fine-Grained Audio-Visual Evidence for Robust Multimodal Emotion Reasoning
by: Zhao, Zhixian, et al.
Published: (2026)

Forecasting the Timing of Peak Solar Flare Index in Solar Cycle 25 for Improved Space Weather Prediction
by: Mu He, et al.
Published: (2025)

Artificial Intelligence Weather Prediction Improves Westward-Moving Typhoon Track Forecasts but Leaves Five-Day Error Variability Unchanged
by: Niu, Zeyi
Published: (2026)