Modeling Gas and Gas Hydrate Accumulation in Marine Sediments Using a K-Nearest Neighbor Machine-Learning Technique

Warren T Wood1, Taylor Runyan Lee2, Margaret Palmsten3, Jason Dale4 and Charles Crawford4, (1)US Naval Research Laboratory, Geology and Geophysics, Washington, DC, United States, (2)University of Louisiana at Lafayette, School of Geosciences, Lafayette, LA, United States, (3)US Naval Research Laboratory, Washington, DC, United States, (4)US Naval Research Laboratory, Geosciences Division, Stennis Space Center, MS, United States