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Chinese cities' air quality pattern and correlation

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成果类型:
期刊论文
作者:
Zhang, Wenjun;Guan, Zhanpeng;Li, Jianyao;Su, Zhu*;Deng, Weibing;...
通讯作者:
Su, Zhu
作者机构:
[Deng, Weibing; Li, Wei; Zhang, Wenjun] Cent China Normal Univ, MOE, Key Lab Quark & Lepton Phys, Wuhan 430079, Peoples R China.
[Deng, Weibing; Li, Wei; Zhang, Wenjun] Cent China Normal Univ, Inst Particle Phys, Wuhan 430079, Peoples R China.
[Guan, Zhanpeng; Li, Jianyao] Cent China Normal Univ, Coll Phys Sci & Technol, Wuhan 430079, Peoples R China.
[Su, Zhu] Cent China Normal Univ, Natl Engn Lab Educ Big Data, Wuhan 430079, Peoples R China.
通讯机构:
[Su, Zhu] C
Cent China Normal Univ, Natl Engn Lab Educ Big Data, Wuhan 430079, Peoples R China.
语种:
英文
期刊:
Journal of Statistical Mechanics: Theory and Experiment
ISSN:
1742-5468
年:
2020
卷:
2020
期:
4
页码:
043403
基金类别:
National Natural Science Foundation of ChinaNational Natural Science Foundation of China [11505071, 11747135, 11905163, 61873104]; Programme of Introducing Talents of Discipline to UniversitiesMinistry of Education, China - 111 Project [B08033]; Fundamental Research Funds for the Central UniversitiesFundamental Research Funds for the Central Universities [KJ02072016-0170]; Fundamental Research Funds for the Central Universities (CCNU) [CCNU19QN029, CCNU19ZN012]; China Postdoctoral Science FoundationChina Postdoctoral Science Foundation [3020501003]
机构署名:
本校为第一且通讯机构
院系归属:
物理科学与技术学院
摘要:
Air quality impacts people's health and daily life, affects the sensitive ecosystems, and even restrains a country's development. By collecting and processing the time series data of air quality index (AQI) of 363 cities of China from January 2015 to March 2019, we dedicated to characterize the universal patterns, the clustering and correlation of air quality of different cities by using the methods of complex network and time series analysis. The main results are as follows: (1) The air quality network of China (AQNC) is constructed by using the planar maximally filtered graph (PMFG) method. ...

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