ACS Omega
(Jul 2025)
Optimizing Machine Learning-Based Prediction of Terrestrial Dissolved Organic Matter in the Ocean Using Fluorescence and LC-FTMS Data
- Marlo Bareth,
- Boris P Koch,
- Gabriel Zachmann,
- Xianyu Kong,
- Oliver J. Lechtenfeld,
- Sebastian Maneth
Affiliations
- Marlo Bareth
- Ecological chemistry department, Alfred-Wegener-Institut Helmholtz-Zentrum für Polar- und Meeresforschung, Bremerhaven, Germany
- Boris P Koch
- Ecological chemistry department, Alfred-Wegener-Institut Helmholtz-Zentrum für Polar- und Meeresforschung, Bremerhaven, Germany
- Gabriel Zachmann
- Faculty 3 - Mathematics and Computer Science, University of Bremen, Bremen, Germany
- Xianyu Kong
- Ecological chemistry department, Alfred-Wegener-Institut Helmholtz-Zentrum für Polar- und Meeresforschung, Bremerhaven, Germany
- Oliver J. Lechtenfeld
- Department Environmental Analytical Chemistry Research group BioGeoOmics, Helmholtz Centre for Environmental Research - UFZ, Leipzig, Germany
- Sebastian Maneth
- Faculty 3 - Mathematics and Computer Science, University of Bremen, Bremen, Germany
- DOI
-
https://doi.org/10.1021/acsomega.5c02849
- Journal volume & issue
-
Vol. 10,
no. 27
pp.
29497
– 29509
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