Object's details: Artificial Neural Networks in Air Pollution Prediction - Importance of Input Variables

Provider:Czasopisma PAN

Description

Title:
Artificial Neural Networks in Air Pollution Prediction - Importance of Input Variables
Creator:
Rogula, Wioletta;
Żeliński, Jacek
Description:
Archives of Environmental Protection is the oldest Polish scientific journal of international scope that publishes articles on engineering and environmental protection. The quarterly has been published by the Institute of Environmental Engineering, Polish Academy of Sciences since 1975. The journal has served as a forum for the exchange of views and ideas among scientists. It has become part of scientific life in Poland and abroad. The quarterly publishes the results of research and scientific inquiries by best specialists hereby becoming an important pillar of science. The journal facilitates better understanding of environmental risks to humans and ecosystems and it also shows the methods for their analysis as well as trends in the search of effective solutions to minimize these risks. Copyright on any open access article in the Archives of Environmental Protection journal published by Polish Academy of Sciences is retained by the author(s). Authors grant Polish Academy of Sciences a license to publish the article and identify itself as the original publisher. Authors also grant any user the right to use the article freely if its integrity is maintained and its original authors, citation details and publisher are identified. The Creative Commons Attribution-ShareAlike 4.0 International Public License (CC BY-SA 4.0) formalizes these and other terms and conditions of publishing articles. The editorial team of Archives of Environmental Protection implements an open access policy by publishing materials in the form of the so-called Gold Open Access and encourages authors to place articles published in the journal in open repositories (after the review or the final version of the publisher), provided that a link to the journal’s website is provided. For the articles which were previously published, before year 2021, policies that are different from the above. In all such, access to these articles is free from fees or any other access restrictions. Permissions for the use of the texts published in that journal may be sought directly from the Editors, by e-mail: aep@ipispan.edu.pl. The journal is indexed by Clarivate Analytics services (Biological Abstract, BIOSIS Previews) and has an Impact Factor (June 2023) of 1.4 CiteScore 2023: 2.7 SCImago Journal Rank (SJR) 2023: 0.315 Source Normalized Impact per Paper (SNIP) 2023: 0.444 Submit your article;
Editors Editor-in-Chief Czesława Rosik-Dulewska 0000-0003-2698-5437 Institute of Environmental Engineering of the Polish Academy of Sciences in Zabrze (Poland) Editorial Advisory Board Michał Bodzek 0000-0001-9534-7426 Institute of Environmental Engineering of the Polish Academy of Sciences in Zabrze (Poland) Katarzyna Juda-Rezler 0000-0002-1883-3356 Warsaw University of Technology, Faculty of Building Services, Hydro and Environmental Engineering, Chair of Environment Protection and Management Korneliusz Miksch 0000-0002-2192-8647 Silesian University of Technology, Faculty of Environmental Engineering and Power Engineering Assistant Editor Jerzy Szdzuj Editorial Board: President: Lucjan Pawłowski 0000-0003-0628-6735 Lublin University of Technology, Lublin, Poland Members: Adamowski Jan Franklin (Canada) 0000-0002-1242-3364 McGill University, Quebec, Canada Alonso Rosa M. (Spain) 0000-0002-1242-3364 University of the Basque Country/EHU, Bilbao, Spain Banasik Kazimierz (Poland) 0000-0002-7328-461X Warsaw University of Life Sciences – SGGW, Warsaw, Poland Van der Bruggen Bart (Belgium) 0000-0002-3921-7472 KU Leuven, 3001 Leuven, The Netherlands Czaplicka Marianna (Poland) 0000-0001-7435-5646 Instytute Of Environmental Engineering PAS, Zabrze, Poland Wolfgang Frenzel (Germany) 0000-0002-7697-2514 Technische Universität Berlin, Germany Bamwenda Gratian R.(Tanzania) Tanzania Academy of Sciences, Dar es Salaam, Tanzania Huszar Peter (The Czech Republic) 0000-0003-2954-8347 Uniwersytet Karola w Prague, The Czech Republic Kulig Andrzej (Poland) 0000-0001-6122-3169 Warsaw University of Technology, Warsaw, Poland Kabsch-Korbutowicz Malgorzata (Poland) 0000-0002-8188-042X Technical University Wrocław, Poland Kyzioł-Komosińska Joanna (Poland) 0000-0001-8777-4989 Instytute of Environmental Engineering PAS, Zabrze, Poland Michalski Rajmund (Poland) 0000-0003-4441-7409 Instytute of Environmental Engineering PAS, Zabrze, Poland Misiewicz Paula (United Kingdom) 0000-0003-1909-285X Adams University: Newport, United Kingdom Corral Mosquera Anuska (Spain) 0000-0003-1925-680X Universidade de Santiago de Compostela, Santiago de Compostela. Spain Nahorski Zbigniew (Poland) 0000-0002-2340-8020 Systems Research Institute Polish Academy of Sciences, Warsaw, Poland Nakamura Takashi (Japan) 0000-0002-1864-1143 Kyoto University, Kyoto, Japan Oleszek Sylwia (Poland/Japan) 0000-0001-6660-9992 Kyoto University, Kyoto, Japan Reizer Magdalena (Poland) 0000-0002-3572-6050 Warsaw University of Technology, Warsaw, Poland Rostkowski Pawel (Norway) 0000-0001-9778-4283 Norwegian Institute for Air Research (NILU), Kjeller Norway Soldan Premysl ( The Czech Republik) 0000-0002-8892-5117 T. G. Masaryk Water Research Institute (TGM WRI), Prague, The Czech Republic Surmacz-Górska Joanna (Poland) 0000-0002-1805-2189 Silesian University of Technology: Gliwice, Poland Ultra Venecio (Philippines) 0000-0002-7980-4137 Botswana International University of Science and Technology (BIUST) , Palapye, Botswana Wiatkowski Mirosław (Poland) 0000-0002-5155-0593 Wroclaw University of Environmental and Life Sciences, Wrocław, Poland Winnicki Tomasz (Poland) 0000-0002-5859-7335 Karkonoska State Higher School in Jelenia Góra, Jelenia Góra, Poland Włodarczyk-Makuła Maria (Poland) 0000-0002-3978-2420 Czestochowa University of Technology, Czestochowa, Poland;
<a href="images/data/aep/wydania/Instrukcje_dla_Autorow.pdf" target="_blank">Instrukcja dla autorów.pdf</a>;
<a href="images/data/aep/wydania/Instructions_for_Authors.pdf">Instruction for authors.pdf</a>
Object availability:
free access
Rights:
Archives of Environmental Protection jest czasopismem wydawanym w wolnym dostępie na licencji CC BY-NC-SA 4.0.
Date:
2022.06.19
Type:
Article
Coverage:
15-26
Publisher:
Polish Academy of Sciences
Subject:
multilayer perceptron;
neural network;
backpropagation;
artificial intelligence;
air pollutants;
prediction;
input variables;
output variables;
meteorological conditions
Identifier:
ISSN 2083-4772;
eISSN 2083-4810
Data provider:
Czasopisma PAN

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Object's details: Artificial Neural Networks in Air Pollution Prediction - Importance of Input Variables

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