Groundwater Potential Mapping Using Remote Sensing and GIS-Based Machine Learning Techniques

Groundwater Potential Mapping Using Remote Sensing and GIS-Based Machine Learning Techniques

Adequate groundwater development for the rural population is essential because groundwater is an important source of drinking water and agricultural water. In this study, ensemble models of decision tree-based machine learning algorithms were used with geographic information system (GIS) to map and...

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Bibliographic Details
Main Authors: Sunmin Lee, Yunjung Hyun, Saro Lee, Moung-Jin Lee
Format: Article
Language:English
Published: MDPI AG 2020-04-01
Series:Remote Sensing
Subjects:
groundwater potential
specific capacity
machine learning
boosted tree
ensemble models
Online Access:https://www.mdpi.com/2072-4292/12/7/1200

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