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Zi-Meng Zhao

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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

LangYa: a large AI model for global ocean forecasting.

Ocean forecasting is crucial for both scientific research and societal benefits. Large artificial intelligence (AI)-based models have recently boosted forecasting efficiency and accuracy. However, it remains challenging to develop a comprehensive AI-driven ocean forecasting system capable of integrating cross-spatiotem...

Nan Yang, Chong Wang, Zi-Meng Zhao et al. · 1 citation

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