Beware of Spatial Autocorrelation When Applying Machine Learning Algorithms to Borehole Geophysical Logs
Ground Water
.
2021 May;59(3):315-319.
doi: 10.1111/gwat.13081.
Epub 2021 Feb 15.
Authors
Neil Terry
,
Carole D Johnson
1
,
Frederick D Day-Lewis
1
,
Beth Parker
2
,
Lee Slater
3
Affiliations
1
U.S. Geological Survey, Earth System Processes Division, Hydrogeophysics Branch, 425 Jordan Road, Troy, NY, 12180, USA.
2
G360 Institute for Groundwater Research, University of Guelph, Guelph, ON, Canada.
3
Department of Earth and Environmental Sciences, Rutgers University Newark, New Brunswick, NJ, USA.
PMID:
33521933
DOI:
10.1111/gwat.13081
No abstract available
Publication types
Research Support, Non-U.S. Gov't
Research Support, U.S. Gov't, Non-P.H.S.
MeSH terms
Algorithms
Groundwater*
Machine Learning
Spatial Analysis