Machine Learning Estimates of Global Marine Nitrogen Fixation

Machine Learning Estimates of Global Marine Nitrogen Fixation

Marine nitrogen fixation rates were estimated by two machine learning algorithms (random forest and support vector regression). The two algorithms were trained based on the measurements of nitrogen fixation rates compiled from the global ocean. More detailed information can be found in the article:...

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Hauptverfasser: Tang, Weiyi, Li, Zuchuan, Cassar, Nicolas
Format: Dataset
Sprache:eng
Schlagworte:
machine learning
marine nitrogen fixation
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Zusammenfassung:Marine nitrogen fixation rates were estimated by two machine learning algorithms (random forest and support vector regression). The two algorithms were trained based on the measurements of nitrogen fixation rates compiled from the global ocean. More detailed information can be found in the article: Tang, W., Li, Z., & Cassar, N. (2019). Machine learning estimates of global marine nitrogen fixation. Journal of Geophysical Research: Biogeosciences, 124(3), 717-730. https://doi.org/10.1029/2018JG004828
DOI:10.5281/zenodo.4540741