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A Machine Learning analysis of the relationship among iron and steel industries, air pollution, and economic growth in China.

Authors :
Mele, Marco
Magazzino, Cosimo
Source :
Journal of Cleaner Production. Dec2020, Vol. 277, pN.PAG-N.PAG. 1p.
Publication Year :
2020

Abstract

The aim of this paper is to analyze the relationship among iron and steel industries, air pollution and economic growth in China. Using monthly time series from 2000 to 2017, we adopt a Long Short Term Memory (LSTM) approach. The empirical results show that the relationship between economic growth and steel production is very strong in the first stage. Furthermore, in our model, we can see that the reduction of polluting emissions is linked to the principle of sustainable development. In particular, this phenomenon lies in the economic growth model responsible for the future generation. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
09596526
Volume :
277
Database :
Academic Search Index
Journal :
Journal of Cleaner Production
Publication Type :
Academic Journal
Accession number :
146752660
Full Text :
https://doi.org/10.1016/j.jclepro.2020.123293