Global Marine Isochore Estimates Using Machine Learning

Buffered, incomplete, and shredded: The challenges of reading an imperfect stratigraphic record

(2020) Kyle M. Straub et al.   JOURNAL OF GEOPHYSICAL RESEARCH-EARTH SURFACE

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

(2019) Taylor R. Lee et al.   GLOBAL BIOGEOCHEMICAL CYCLES

GlobSed: Updated Total Sediment Thickness in the World's Oceans

(2019) E. O. Straume et al.   GEOCHEMISTRY GEOPHYSICS GEOSYSTEMS

A global plate model including lithospheric deformation along major rifts and orogens since the Triassic

(2019) R. Dietmar Müller et al.   TECTONICS

A base-level stratigraphic approach to determining Holocene subsidence of the Ganges–Meghna–Brahmaputra Delta plain

(2018) C. Grall et al.   EARTH AND PLANETARY SCIENCE LETTERS

Geologic controls on submarine slope failure along the central U.S. Atlantic margin: Insights from the Currituck Slide Complex

(2017) Jenna C. Hill et al.   MARINE GEOLOGY

An objective method for the production of isopach maps and implications for the estimation of tephra deposit volumes and their uncertainties

(2015) S. L. Engwell et al.   BULLETIN OF VOLCANOLOGY

Census of seafloor sediments in the world’s ocean

(2015) Adriana Dutkiewicz et al.   GEOLOGY

A global prediction of seafloor sediment porosity using machine learning

(2015) Kylara M. Martin et al.   GEOPHYSICAL RESEARCH LETTERS

Constraining explosive volcanism: subjective choices during estimates of eruption magnitude

(2014) Malin Klawonn et al.   BULLETIN OF VOLCANOLOGY

Modelling of diesel engine performance using advanced machine learning methods under scarce and exponential data set

(2013) Ka In Wong et al.   APPLIED SOFT COMPUTING

Global Patterns and Predictions of Seafloor Biomass Using Random Forests

(2010) Chih-Lin Wei et al.   PLoS One

Three-dimensional crustal structure of the Mariana island arc from seismic tomography

(2008) Andrew J. Calvert et al.   JOURNAL OF GEOPHYSICAL RESEARCH