Analysis of air pollution in vertical profile using self-organizing maps
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27230%2F18%3A10236634" target="_blank" >RIV/61989100:27230/18:10236634 - isvavai.cz</a>
Alternative codes found
RIV/61989100:27240/18:10236634 RIV/61989100:27350/18:10236634 RIV/61989100:27730/18:10236634
Result on the web
<a href="https://link.springer.com/chapter/10.1007/978-3-319-60834-1_17" target="_blank" >https://link.springer.com/chapter/10.1007/978-3-319-60834-1_17</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-319-60834-1_17" target="_blank" >10.1007/978-3-319-60834-1_17</a>
Alternative languages
Result language
angličtina
Original language name
Analysis of air pollution in vertical profile using self-organizing maps
Original language description
Air pollution modelling is a key step for air pollution policy and management. To assess the air pollution variability in vertical profile over the industrial agglomeration, two approaches have been used. Since the PM distribution changes with elevation and also strongly depends on meteorological conditions - first, the correlation coefficients were calculated for selected parameters and correlation matrix were created; next, the Self-Organizing Maps (SOM) were used to find association between resulting correlations - especially between PM concentrations, elevation, selected meteorological parameters, and GPS of locations measured. The calculations have been carried out using R and MatLab software.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
<a href="/en/project/LO1404" target="_blank" >LO1404: Sustainable Development of Center ENET</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach
Others
Publication year
2018
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Advances in intelligent systems and computing. Volume 565
ISBN
978-3-319-60833-4
ISSN
2194-5357
e-ISSN
2194-5365
Number of pages
9
Pages from-to
159-168
Publisher name
Springer
Place of publication
Berlin
Event location
Marrákeš
Event date
Nov 21, 2016
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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