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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Fen-Zhen Su

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Review Open access 2026

Foundation models in Earth system science: advances, challenges, and future paths

The convergence of massive Earth observation datasets and emerging foundation models offers an opportunity to address the complex challenges in Earth System Science (ESS). However, the direct application of foundation models to ESS is often hindered by domain gaps, characterized by the need for physical consistency, th...

Fen-Zhen Su, Yin-Xia Cao, Xin Li et al. · 0 citations
Open access Aug 2026

Geographically Constrained Transformer for Spatiotemporal Reconstruction of 2 m NDVI in Complex Coastal Landscapes

Results indicate that integrating geographic constraints with multi-scale Transformer-based reconstruction can improve the fidelity and structural consistency of high-resolution NDVI reconstruction in complex coastal environments.

Zi-Ying Chen, Feng-Qin Yan, Yu-Jie Mao et al. · 0 citations
Open access Aug 2026

Multi-Year Predictability of Sandy Shoreline Change from Remote-Sensing Reconstruction and a Spatiotemporal Transformer

Most studies of sandy shoreline forecasting address relatively short time scales. Under limited annual observations and strong shoreline persistence, the added value of a Transformer over simple baselines and the influence of remotely sensed shoreline definitions remain insufficiently tested. Using Xichong Beach, Shenz...

Ke-Yu Tao, Fen-Zhen Su, Feng-Qin Yan et al. · 0 citations

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