[Application of ARIMA Model for Mid- and Long-term Forecasting of Ozone Concentration].
ARIMA model
Beijing-Tianjin-Hebei region
mid- and long-term forecast
ozone(O3)
time series analysis
Journal
Huan jing ke xue= Huanjing kexue
ISSN: 0250-3301
Titre abrégé: Huan Jing Ke Xue
Pays: China
ID NLM: 8405344
Informations de publication
Date de publication:
08 Jul 2021
08 Jul 2021
Historique:
entrez:
2
7
2021
pubmed:
3
7
2021
medline:
7
7
2021
Statut:
ppublish
Résumé
Ozone pollution has recently become a severe air quality issue in the Beijing-Tianjin-Hebei region. Due to the lack of a precursor emission inventory and complexity of physical and chemical mechanism of ozone generation, numerical modeling still exhibits significant deviations in ozone forecasting. Owing to its simplicity and low calculation costs, the time series analysis model can be effectively applied for ozone pollution forecasting. We conducted a time series analysis of ozone concentration at Shangdianzi, Baoding, and Tianjin sites. Both seasonal and dynamic ARIMA models were established to perform mid- and long-term ozone forecasting. The correlation coefficient
Identifiants
pubmed: 34212637
doi: 10.13227/j.hjkx.202011237
doi:
Substances chimiques
Air Pollutants
0
Ozone
66H7ZZK23N
Types de publication
Journal Article
Langues
chi
Sous-ensembles de citation
IM