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ResearchOctober 6, 2026

REACT: Physically and Chemically Consistent Reconstruction of Marine Active Tracers

Reconstructing global sea surface pH from sparse observations is critical for monitoring ocean acidification and understanding marine carbon cycling. Traditional assimilation and inverse models are physically grounded but costly for large-scale reconstruction. Recent black-box…

Wenbin Dai, Hao Zheng, Shiyu Liang, Chaofan Sun, Xueying Zhang, Hanbo Huang, Xuan Gong, Yiran Zhang, Enhui Liao·arXiv — cs.AI
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Key Takeaways
  • 01.Reconstructing global sea surface pH from sparse observations is critical for monitoring ocean acidification and understanding marine carbon cycling
  • 02.Traditional assimilation and inverse models are physically grounded but costly for large-scale reconstruction
  • 03.Recent black-box…

This material is provided as an extended analytical summary.

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