Canonical Correlation Study on the Relationship between Shipping Development and Water Environment of the Yangtze River

The sustainable development of the Yangtze River will affect the lives of the people who live along it as well as the development of cities beside it. This study investigated the relationship between shipping development and the water environment of the Yangtze River. Canonical correlation analysis...

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Main Authors: Sisi Que, Hanyu Luo, Liang Wang, Wenqiang Zhou, Shaochun Yuan
Format: Article
Language:English
Published: MDPI AG 2020-04-01
Series:Sustainability
Subjects:
Online Access:https://www.mdpi.com/2071-1050/12/8/3279
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spelling doaj-124aad5b4d21442f82752c40dcfd5e9b2020-11-25T01:44:05ZengMDPI AGSustainability2071-10502020-04-01123279327910.3390/su12083279Canonical Correlation Study on the Relationship between Shipping Development and Water Environment of the Yangtze RiverSisi Que0Hanyu Luo1Liang Wang2Wenqiang Zhou3Shaochun Yuan4Key Laboratory of Hydraulic and Waterway Engineering of the Ministry of Education, College of River and Ocean Engineering, Chongqing Jiaotong University, Chongqing 400074, ChinaKey Laboratory of Hydraulic and Waterway Engineering of the Ministry of Education, College of River and Ocean Engineering, Chongqing Jiaotong University, Chongqing 400074, ChinaState Key Lab of Coal Mine Disaster Dynamics and Control, Chongqing University, Chongqing 404000, ChinaKey Laboratory of Hydraulic and Waterway Engineering of the Ministry of Education, College of River and Ocean Engineering, Chongqing Jiaotong University, Chongqing 400074, ChinaKey Laboratory of Hydraulic and Waterway Engineering of the Ministry of Education, College of River and Ocean Engineering, Chongqing Jiaotong University, Chongqing 400074, ChinaThe sustainable development of the Yangtze River will affect the lives of the people who live along it as well as the development of cities beside it. This study investigated the relationship between shipping development and the water environment of the Yangtze River. Canonical correlation analysis is a multivariate statistical method used to study the correlation between two groups of variables; this study employed it to analyze data relevant to shipping and the water environment of the Yangtze River from 2006 to 2016. Furthermore, the Yangtze River Shipping Prosperity Index and Yangtze River mainline freight volume were used to characterize the development of Yangtze River shipping. The water environment of the Yangtze River is characterized by wastewater discharge, ammonia nitrogen concentration, biochemical oxygen demand, the potassium permanganate index, and petroleum pollution. The results showed that a significant correlation exists between Yangtze River shipping and the river’s water environment. Furthermore, mainline freight volume has a significant impact on the quantity of wastewater discharged and petroleum pollution in the water environment.https://www.mdpi.com/2071-1050/12/8/3279Yangtze River shippingYangtze River water environmentcanonical correlation analysis
collection DOAJ
language English
format Article
sources DOAJ
author Sisi Que
Hanyu Luo
Liang Wang
Wenqiang Zhou
Shaochun Yuan
spellingShingle Sisi Que
Hanyu Luo
Liang Wang
Wenqiang Zhou
Shaochun Yuan
Canonical Correlation Study on the Relationship between Shipping Development and Water Environment of the Yangtze River
Sustainability
Yangtze River shipping
Yangtze River water environment
canonical correlation analysis
author_facet Sisi Que
Hanyu Luo
Liang Wang
Wenqiang Zhou
Shaochun Yuan
author_sort Sisi Que
title Canonical Correlation Study on the Relationship between Shipping Development and Water Environment of the Yangtze River
title_short Canonical Correlation Study on the Relationship between Shipping Development and Water Environment of the Yangtze River
title_full Canonical Correlation Study on the Relationship between Shipping Development and Water Environment of the Yangtze River
title_fullStr Canonical Correlation Study on the Relationship between Shipping Development and Water Environment of the Yangtze River
title_full_unstemmed Canonical Correlation Study on the Relationship between Shipping Development and Water Environment of the Yangtze River
title_sort canonical correlation study on the relationship between shipping development and water environment of the yangtze river
publisher MDPI AG
series Sustainability
issn 2071-1050
publishDate 2020-04-01
description The sustainable development of the Yangtze River will affect the lives of the people who live along it as well as the development of cities beside it. This study investigated the relationship between shipping development and the water environment of the Yangtze River. Canonical correlation analysis is a multivariate statistical method used to study the correlation between two groups of variables; this study employed it to analyze data relevant to shipping and the water environment of the Yangtze River from 2006 to 2016. Furthermore, the Yangtze River Shipping Prosperity Index and Yangtze River mainline freight volume were used to characterize the development of Yangtze River shipping. The water environment of the Yangtze River is characterized by wastewater discharge, ammonia nitrogen concentration, biochemical oxygen demand, the potassium permanganate index, and petroleum pollution. The results showed that a significant correlation exists between Yangtze River shipping and the river’s water environment. Furthermore, mainline freight volume has a significant impact on the quantity of wastewater discharged and petroleum pollution in the water environment.
topic Yangtze River shipping
Yangtze River water environment
canonical correlation analysis
url https://www.mdpi.com/2071-1050/12/8/3279
work_keys_str_mv AT sisique canonicalcorrelationstudyontherelationshipbetweenshippingdevelopmentandwaterenvironmentoftheyangtzeriver
AT hanyuluo canonicalcorrelationstudyontherelationshipbetweenshippingdevelopmentandwaterenvironmentoftheyangtzeriver
AT liangwang canonicalcorrelationstudyontherelationshipbetweenshippingdevelopmentandwaterenvironmentoftheyangtzeriver
AT wenqiangzhou canonicalcorrelationstudyontherelationshipbetweenshippingdevelopmentandwaterenvironmentoftheyangtzeriver
AT shaochunyuan canonicalcorrelationstudyontherelationshipbetweenshippingdevelopmentandwaterenvironmentoftheyangtzeriver
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