Published February 14, 2021
| Version version 1
Dataset
Open
Machine Learning Estimates of Global Marine Nitrogen Fixation
Creators
- 1. Duke University and Princeton University
- 2. Duke University
Description
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
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Additional details
Funding
- CAREER: Method Development for High-Resolution Underway N2 Fixation Measurements 1350710
- U.S. National Science Foundation