Atmospheric pollution in the ten most populated US cities. Evidence of persistence
Keywords: 
Air pollutants
PM2.5
O3
Fractional integration
Long memory
Persistence
Issue Date: 
2021
Publisher: 
Elsevier
ISSN: 
2405-8440
Note: 
This is an open access article under the CC BY-NC-ND license
Citation: 
Bermejo, L. (Lorenzo); Gil-Alana, L.A. (Luis A.); del-Río, M. (Marta). "Atmospheric pollution in the ten most populated US cities. Evidence of persistence". Heliyon. 7 (10), 2021, e08105
Abstract
The degree of persistence in daily PM25 and O3 in the ten most populated US cities, namely New York, Los Angeles, Chicago, Houston, Phoenix, Philadelphia, San Antonio, San Diego, Dallas and San Jose is examined in this work. We employ a methodology based on fractional integration, using the order of integration as a measure of the degree of persistence. Using data for the time period from January 1, 2019 to December 31, 2020, our results indicate that fractional integration and long memory features are both present in all the examined cases, with the integration order of the series being constrained in the (0, 1) interval. Based on this, the estimation of the coefficients for the time trend produces results which are substantially different from those obtained under the I(0) assumption.

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