Intercomparison of air quality data using principal component analysis, and forecasting of PM10 and PM2.5 concentrations using artificial neural networks, in Thessaloniki and Helsinki

Approved

Publication information

OKM publication type
A1
Category
Artikkelit ja abstraktit
Sub category
Tieteelliset aikakauslehtiartikkelit
Type
Alkuperäisartikkeli
Refereed
Kyllä

Authors of the publication

Number of authors
6
Authors
Voukantsis Dimitris, Karatzas Kostas, Kukkonen Jaakko, Räsänen Teemu, Karppinen Ari, Kolehmainen Mikko
Local authors
Author
Räsänen Teemu Tapio
Unit
Ei laitostietoa

Publication channel information

Title of journal/series
Science of the total environment
ISSN (print)
0048-9697
ISSN (electronic)
1879-1026
ISSN (linking)
0048-9697
Publication forum ID
66887
Country of publication
Netherlands
Internationality
Yes

Detailed publication information

Publication year
2011
Journal/series volume number
409
Page numbers
1266-1276
Language of publication
English

Co-publication information

International co-publication
Yes

Classification and additional information

MinEdu field of science classification
113 Computer and information sciences, 1172 Environmental sciences, 218 Environmental engineering
Subject headings
, particulate matter, air pollution, artificial neural networks, atmospheric quality comparison and forecasting, multi-layer perceptron, principal component analysis
Additional information
doi:10.1016/j.scitotenv.2010.12.039,