A Machine Learning (kNN) Approach to Predicting Global Seafloor Total Organic Carbon

Author:

Lee Taylor R.1ORCID,Wood Warren T.1ORCID,Phrampus Benjamin J.2ORCID

Affiliation:

1. U.S. Naval Research Laboratory; John C. Stennis Space Center; Hancock County MS USA

2. ASEE Postdoctoral Program, U.S. Naval Research Laboratory; John C. Stennis Space Center; Hancock County MS USA

Funder

U.S. Naval Research Laboratory base program

Publisher

American Geophysical Union (AGU)

Subject

Atmospheric Science,General Environmental Science,Environmental Chemistry,Global and Planetary Change

Reference26 articles.

1. A timescale for dissolved organic carbon production in equatorial Pacific surface waters;Archer;Global Biogeochemical Cycles,1997

2. Quantifying the degradation of organic matter in marine sediments: A review and synthesis;Arndt;Earth-Science Reviews,2013

3. Beazley , M. J. 2003 The significance of organic carbon and sediment surface area to the benthic biogeochemistry of the slope and deep water environments of the Northern Gulf of Mexico http://hdl.handle.net/1969.1/534

4. Aliphatic lipids in recent sediments of the Fram Strait/Yermak Plateau (Arctic Ocean): Composition, sources and transport processes;Birgel;Marine Chemistry,2004

5. Preservation of organic matter in marine sediments: Controls, mechanisms, and an imbalance in sediment organic carbon budgets?;Burdige;Chemical Reviews,2007

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