A study on the spatial and temporal variability in airborne Betula pollen concentration in five cities in Poland using multivariate analyses.
Birch pollen season
Discriminant analysis
Principal component analysis
Season pollen characteristics
Journal
The Science of the total environment
ISSN: 1879-1026
Titre abrégé: Sci Total Environ
Pays: Netherlands
ID NLM: 0330500
Informations de publication
Date de publication:
10 Apr 2019
10 Apr 2019
Historique:
received:
22
10
2018
revised:
08
01
2019
accepted:
09
01
2019
entrez:
13
2
2019
pubmed:
13
2
2019
medline:
2
4
2019
Statut:
ppublish
Résumé
During the spring period, Betula pollen is the main cause of inhalant allergies in Poland and therefore it is important to monitor and forecast airborne pollen concentrations of this taxon. This study conducted a comparative analysis of the basic characteristics of Betula pollen seasons at the regional scale. The study was carried out from 2001 to 2016 in five cities in Poland: Lublin, Warsaw, Cracow, Sosnowiec, and Szczecin. To find the attributes of birch pollen seasons that mostly differentiated the individual cities, a general discriminant analysis (GDA) was performed, while a principal component analysis (PCA) allowed us to reduce the data space and present a scatterplot of PCA scores in order to compare pollen seasons in the individual cities. The contingency table was also analyzed to check whether there was a significant relationship between pollen counts in the studied years and cities. At most of the sites, biennial cycles of low and high pollen concentrations can be observed. Due to the high variation in seasons in each of these cities, two data groups were distinguished: Group 1 was composed of seasons with high pollen deposition (2001, 2003, 2006, 2008, 2010, 2012, 2014, 2016), and Group 2 comprising the other seasons. Multivariate analyses were performed on both these groups as well as in the entire dataset. End98, Peak Value, and Annual Total had the highest discriminant power. In Group 1, Warsaw and Sosnowiec differed the most in the investigated parameters, while Cracow and Szczecin differed the least. In both groups, most seasons with the highest pollen birch concentration were observed in Lublin, followed by Warsaw, while in Cracow, the number of such seasons was the smallest.
Identifiants
pubmed: 30743904
pii: S0048-9697(19)30116-0
doi: 10.1016/j.scitotenv.2019.01.098
pii:
doi:
Substances chimiques
Allergens
0
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Pagination
1070-1078Informations de copyright
Copyright © 2019 The Authors. Published by Elsevier B.V. All rights reserved.