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Different Time Scale Distribution of Negative Air Ions Concentrations in Mount Wuyi National Park
The concentration of negative air ions (NAIs) is an important indicator of air quality. Here, we analyzed the distribution patterns of negative air ion (NAI) concentrations at different time scales using statistical methods; then described the contribution of meteorological factors of the different...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8126208/ https://www.ncbi.nlm.nih.gov/pubmed/34068705 http://dx.doi.org/10.3390/ijerph18095037 |
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author | Li, Changshun Xie, Ziyang Chen, Bo Kuang, Kaijin Xu, Daowei Liu, Jinfu He, Zhongsheng |
author_facet | Li, Changshun Xie, Ziyang Chen, Bo Kuang, Kaijin Xu, Daowei Liu, Jinfu He, Zhongsheng |
author_sort | Li, Changshun |
collection | PubMed |
description | The concentration of negative air ions (NAIs) is an important indicator of air quality. Here, we analyzed the distribution patterns of negative air ion (NAI) concentrations at different time scales using statistical methods; then described the contribution of meteorological factors of the different season to the concentration of NAIs using correlation analysis and regression analysis; and finally made the outlook for the trends of NAI concentrations in the prospective using the auto regressive integrated moving average (ARIMA) models. The dataset of NAI concentrations and meteorological factors measured at the fixed stations in the Mountain Wuyi National Park were obtained from the Fujian Provincial Meteorological Bureau. The study showed that NAI concentrations were correlated with relative humidity spanning all seasons. Water was an important factor affecting the distribution of NAI concentrations in different time series. Compared with other ARIMA models, the outlook value of the ARIMA (0, 1, 1) model was closer to the original data and the errors were smaller. This article provided a unique perspective on the study of the distribution of negative air oxygen ions over time series. |
format | Online Article Text |
id | pubmed-8126208 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-81262082021-05-17 Different Time Scale Distribution of Negative Air Ions Concentrations in Mount Wuyi National Park Li, Changshun Xie, Ziyang Chen, Bo Kuang, Kaijin Xu, Daowei Liu, Jinfu He, Zhongsheng Int J Environ Res Public Health Article The concentration of negative air ions (NAIs) is an important indicator of air quality. Here, we analyzed the distribution patterns of negative air ion (NAI) concentrations at different time scales using statistical methods; then described the contribution of meteorological factors of the different season to the concentration of NAIs using correlation analysis and regression analysis; and finally made the outlook for the trends of NAI concentrations in the prospective using the auto regressive integrated moving average (ARIMA) models. The dataset of NAI concentrations and meteorological factors measured at the fixed stations in the Mountain Wuyi National Park were obtained from the Fujian Provincial Meteorological Bureau. The study showed that NAI concentrations were correlated with relative humidity spanning all seasons. Water was an important factor affecting the distribution of NAI concentrations in different time series. Compared with other ARIMA models, the outlook value of the ARIMA (0, 1, 1) model was closer to the original data and the errors were smaller. This article provided a unique perspective on the study of the distribution of negative air oxygen ions over time series. MDPI 2021-05-10 /pmc/articles/PMC8126208/ /pubmed/34068705 http://dx.doi.org/10.3390/ijerph18095037 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Li, Changshun Xie, Ziyang Chen, Bo Kuang, Kaijin Xu, Daowei Liu, Jinfu He, Zhongsheng Different Time Scale Distribution of Negative Air Ions Concentrations in Mount Wuyi National Park |
title | Different Time Scale Distribution of Negative Air Ions Concentrations in Mount Wuyi National Park |
title_full | Different Time Scale Distribution of Negative Air Ions Concentrations in Mount Wuyi National Park |
title_fullStr | Different Time Scale Distribution of Negative Air Ions Concentrations in Mount Wuyi National Park |
title_full_unstemmed | Different Time Scale Distribution of Negative Air Ions Concentrations in Mount Wuyi National Park |
title_short | Different Time Scale Distribution of Negative Air Ions Concentrations in Mount Wuyi National Park |
title_sort | different time scale distribution of negative air ions concentrations in mount wuyi national park |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8126208/ https://www.ncbi.nlm.nih.gov/pubmed/34068705 http://dx.doi.org/10.3390/ijerph18095037 |
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