Forecasting of Daily PM10 Concentrations in Brno and Graz by Different Regression Approaches

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216224%3A14310%2F12%3A00064688" target="_blank" >RIV/00216224:14310/12:00064688 - isvavai.cz</a>

Result on the web

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DOI - Digital Object Identifier

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Result language

angličtina

Original language name

Forecasting of Daily PM10 Concentrations in Brno and Graz by Different Regression Approaches

Original language description

Brno and Graz, the second largest cities of their countries, observe in each winter season PM10 concentrations of daily means which regularly exceed the limit value of 50 microgram per cubic meter. This is mainly caused by unfavorable dissemination conditions of the ambient air. Hence, partial regulation measures have to be taken in Brno and Graz where specific decisions for certain regulations may be based on the average PM10 concentration of the next day provided that reliable forecasts of these values are available. For several sites in the two cities we establish forecasts of daily PM10 concentrations based on multiple linear regression and generalized linear models utilizing both measured covariates of the present day and meteorological forecastsof the next day. The comparisons, based on different quality measures demonstrate the usefulness of both model approaches as they yield results of similar quality.

Czech name

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Czech description

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Type

J_x - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)

CEP classification

DG - Atmospheric sciences, meteorology

OECD FORD branch

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Project

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Continuities

Z - Vyzkumny zamer (s odkazem do CEZ)<br>I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Publication year

2012

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Name of the periodical

Austrian Journal of Statistics

ISSN

1026-597X

e-ISSN

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Volume of the periodical

Volume 41

Issue of the periodical within the volume

Number 4

Country of publishing house

AT - AUSTRIA

Number of pages

24

Pages from-to

287-310

UT code for WoS article

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EID of the result in the Scopus database

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