Publications by authors named "Lin-Dong Shang"

Article Synopsis
  • Many traditional fermented foods need multi-species starter cultures, which can change due to external factors during fermentation.
  • A new method using single-cell Raman spectroscopy (SCRS) and machine learning was developed to identify and monitor the Oceanobacillus species in Daqu starter, vital for making Chinese baijiu.
  • The study successfully detected six Oceanobacillus species, created a reference database, and validated a machine learning model (SVM) that accurately predicts these species' abundance in just 60 minutes, providing a fast and reliable way to ensure high-quality fermentation products.
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