Kriging-Based Land-Use Regression Models That Use Machine Learning Algorithms to Estimate the Monthly BTEX Concentration

This paper uses machine learning to refine a Land-use Regression (LUR) model and to estimate the spatial–temporal variation in BTEX concentrations in Kaohsiung, Taiwan. Using the Taiwanese Environmental Protection Agency (EPA) data of BTEX (benzene, toluene, ethylbenzene, and xylenes) concentrations...

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Bibliographic Details
Main Authors: Chin-Yu Hsu, Yu-Ting Zeng, Yu-Cheng Chen, Mu-Jean Chen, Shih-Chun Candice Lung, Chih-Da Wu
Format: Article
Language:English
Published: MDPI AG 2020-09-01
Series:International Journal of Environmental Research and Public Health
Subjects:
Online Access:https://www.mdpi.com/1660-4601/17/19/6956