fermentation
streptococcus_thermophilus_fermentation_timegate
Dataset Card for Time-Gated Raman Spectra from Fermentations of Streptococcus thermophilus
Dataset Summary
This dataset contains offline Raman spectra collected during batch cultivations of Streptococcus thermophilus. Unlike conventional continuous-wave Raman, these measurements were captured using Time-Gated Raman Spectroscopy, which allows for the temporal separation of the Raman signal from background fluorescence.
The dataset includes two distinct fermentation runs… See the full description on the dataset page: https://huggingface.co/datasets/chlange/streptococcus_thermophilus_fermentation_timegate.kaiser_raman_ecoli_fermentation
Dataset Card for Kaiser Raman Spectra from E. coli Cultivation
Dataset Summary
This dataset contains offline Raman spectra collected from the samples containing cells during the cultivation of Escherichia coli W3110. Measurements were performed using Kaiser RXN1 from samples of a bioreactor cultivation involving a 10-hour batch phase followed by a pulse-based fed-batch phase to induce metabolic transients.
Dataset Structure
Data Points
Each entry… See the full description on the dataset page: https://huggingface.co/datasets/chlange/kaiser_raman_ecoli_fermentation.streptococcus_thermophilus_fermentation_kaiser
Dataset Card for Raman Spectra from Fermentations of Streptococcus thermophilus Kaiser
Dataset Summary
This dataset contains offline Raman spectra collected during batch cultivations of Streptococcus thermophilus. The data is intended for researchers developing chemometric models and machine learning pipelines for bioprocess monitoring.
The dataset includes two distinct fermentation runs conducted in shake flasks over a 24-hour period, paired with reference analytical… See the full description on the dataset page: https://huggingface.co/datasets/chlange/streptococcus_thermophilus_fermentation_kaiser.tg_raman_ecoli_fermentation
Dataset Card for TG-Raman Spectra from E. coli Cultivation
Dataset Summary
This dataset contains offline Raman spectra collected from the cell containing samples during the cultivation of Escherichia coli W3110. Measurements were performed using Time-Gated Raman Spectroscopy (TG-Raman) to suppress background fluorescence from the complex cultivation media via temporal separation.
The dataset corresponds to a bioreactor cultivation involving a 10-hour batch phase followed… See the full description on the dataset page: https://huggingface.co/datasets/chlange/tg_raman_ecoli_fermentation.kaiser_raman_ecoli_fermentation_supernatant
Dataset Card for Kaiser Raman Spectra from E. coli Cultivation Supernatants
Dataset Summary
This dataset contains offline Raman spectra collected from cell-free supernatant samples during the cultivation of Escherichia coli W3110. Measurements were performed using Kaiser RXN1 from the complex cultivation media. The dataset corresponds to a bioreactor cultivation involving a 10-hour batch phase followed by a pulse-based fed-batch phase to induce metabolic transients.… See the full description on the dataset page: https://huggingface.co/datasets/chlange/kaiser_raman_ecoli_fermentation_supernatant.tg_raman_ecoli_fermentation_supernatant
Dataset Card for TG-Raman Spectra from E. coli Cultivation Supernatants
Dataset Summary
This dataset contains offline Raman spectra collected from cell-free supernatant samples during the cultivation of Escherichia coli W3110. Measurements were performed using Time-Gated Raman Spectroscopy (TG-Raman) to suppress background fluorescence from the complex cultivation media via temporal separation.
The dataset corresponds to a bioreactor cultivation involving a 10-hour batch… See the full description on the dataset page: https://huggingface.co/datasets/chlange/tg_raman_ecoli_fermentation_supernatant.