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Author

Zi-Ying Chen

2 papers indexed here

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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

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