About the Journal
In Memory of Professor Jerzy Radecki
Ownership and Management Statement
Editorial Office
Editorial Board
Scope
Impact Factor
Indexed by
Journal Impact Factor contributing items
Publication Frequency
Revenue Sources & Business Model
Contact
Subscription
Current issue
Online first
Instructions for Authors
Copyright & Licensing
Publication Fees
Editorial policies
Publication Policy Overview
Peer Review Policy
Research Ethics and Malpractice Policy
Plagiarism Policy
Conflict of Interest Policy
Open Access Policy
Instructions for Reviewers
Generative AI and AI-Assisted Technologies Policy
Advertising Policy
Direct Marketing & Manuscript Solicitation
Digital Archiving and Preservation Policy
CrossMark, Correction, and Retraction Policy
Archive
Publication Fees
Copyright & Licensing
Editorial policies
Publication Policy Overview
Peer Review Policy
Research Ethics and Malpractice Policy
Plagiarism Policy
Conflict of Interest Policy
Open Access Policy
Instructions for Reviewers
Generative AI and AI-Assisted Technologies Policy
Advertising Policy
Direct Marketing & Manuscript Solicitation
Digital Archiving and Preservation Policy
CrossMark, Correction, and Retraction Policy
eISSN: 2083-5906
ISSN: 1230-1485
ISSN: 1230-1485
ORIGINAL RESEARCH
Outlier Identification of Concentrations
of Pollutants in Environmental Data Using
Modern Statistical Methods
1
University of Defence, Department of Quantitative Methods, Brno, Czech Republic
2
University of Pardubice, Faculty of Transport Engineering, Pardubice, Czech Republic
3
Lublin University of Technology, Faculty of Mechanical Engineering, Department of Machine Design
and Mechatronics, Lublin, Poland
4
University of Life Sciences in Lublin, Faculty of Production Engineering, Lublin, Poland
Submission date: 2018-06-12
Final revision date: 2019-09-24
Acceptance date: 2019-09-25
Online publication date: 2019-12-04
Publication date: 2019-12-09
Corresponding author
Pol. J. Environ. Stud. 2020;29(1):853-860
KEYWORDS
TOPICS
ABSTRACT
The article is focused on identification of outlier measurements in environmental data which may
significantly affect the future results of the analysis and interpretation of results. For this reason, their
identification forms an integral part of data analysis. The aim of this article is to perform statistical
analysis that automatically identifies segments of outlier measurements. The results were demonstrated
on real concentration data. The methodological procedure was used to evaluate particulate matter of the
PM10 fraction size from two monitoring stations located in Brno, Czech Republic.
CONFLICT OF INTEREST
The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
CITATIONS (15):
1.
The effect of emergency engine mode on the fuel consumption of a passenger car
Branislav Šarkan, Veronika Harantová, Michal Loman
Transportation Research Procedia
Branislav Šarkan, Veronika Harantová, Michal Loman
Transportation Research Procedia
2.
A probabilistic framework for identifying anomalies in urban air quality data
Priti Khatri, Kaushlesh Singh Shakya, Prashant Kumar
Environmental Science and Pollution Research
Priti Khatri, Kaushlesh Singh Shakya, Prashant Kumar
Environmental Science and Pollution Research
3.
Study of Indicators of CI Engine Running on Conventional Diesel and Chicken Fat Mixtures Changing EGR
Alfredas Rimkus, Tadas Vipartas, Jonas Matijošius, Saulius Stravinskas, Donatas Kriaučiūnas
Applied Sciences
Alfredas Rimkus, Tadas Vipartas, Jonas Matijošius, Saulius Stravinskas, Donatas Kriaučiūnas
Applied Sciences
4.
Road Transport and Its Impact on Air Pollution during the COVID-19 Pandemic
Katerina Vichova, Petr Veselik, Romana Heinzova, Radek Dvoracek
Sustainability
Katerina Vichova, Petr Veselik, Romana Heinzova, Radek Dvoracek
Sustainability
5.
Classification of Particulate Matter (PM2.5) Concentrations Using Feature Selection and Machine Learning Strategies
Caroline Mongina Matara, Simpson Osano Nyambane, Amir Okeyo Yusuf, Elisha Akech Ochungo, Afaq Khattak
LOGI – Scientific Journal on Transport and Logistics
Caroline Mongina Matara, Simpson Osano Nyambane, Amir Okeyo Yusuf, Elisha Akech Ochungo, Afaq Khattak
LOGI – Scientific Journal on Transport and Logistics
6.
An exploration of meteorological effects on PM2.5 air quality in several provinces and cities in Vietnam
Giang Tran Huong Nguyen, Luan Thien La, Huy Hoang-Cong, Anh Hoang Le
Journal of Environmental Sciences
Giang Tran Huong Nguyen, Luan Thien La, Huy Hoang-Cong, Anh Hoang Le
Journal of Environmental Sciences
7.
Comparison of fuel consumption of a passenger car depending on the driving style of the driver
Michal Loman, Branislav Šarkan, Tomáš Skrúcaný
Transportation Research Procedia
Michal Loman, Branislav Šarkan, Tomáš Skrúcaný
Transportation Research Procedia
8.
Sustainable Transport Between Reality and Legislative Provisions—The Source for the Climate Neutrality of the European Union
Adriana Scrioșteanu, Maria Magdalena Criveanu
Sustainability
Adriana Scrioșteanu, Maria Magdalena Criveanu
Sustainability
9.
Association of grass pollen concentration and physical symptoms as well as impairments in day-to-day life in pollen allergy patients
V. Landesberger, J. Huß, K. Grenzebach, D. Nowak, M. Gröger, E. Oppel, B. Schaub, L. E. French, S. Kutzora, C. Quartucci, C. Herr, S. Heinze
Scientific Reports
V. Landesberger, J. Huß, K. Grenzebach, D. Nowak, M. Gröger, E. Oppel, B. Schaub, L. E. French, S. Kutzora, C. Quartucci, C. Herr, S. Heinze
Scientific Reports
10.
Greenspace pattern, meteorology and air pollutant in Taiwan: A multifaceted connection
Quang-Viet Nguyen, Yuei-An Liou
Science of The Total Environment
Quang-Viet Nguyen, Yuei-An Liou
Science of The Total Environment
11.
Chemical decarbonisation of diesel engine and its impact on engine oil degradation
Pavol Lukášik, Vladimir Kadlub
Combustion Engines
Pavol Lukášik, Vladimir Kadlub
Combustion Engines
12.
Entropy-based grid approach for handling outliers: a case study to environmental monitoring data
Anwar Shah, Bahar Ali, Fazal Wahab, Inam Ullah, Kassian T. T. Amesho, Muhammad Shafiq
Environmental Science and Pollution Research
Anwar Shah, Bahar Ali, Fazal Wahab, Inam Ullah, Kassian T. T. Amesho, Muhammad Shafiq
Environmental Science and Pollution Research
13.
Ecology in Transport: Problems and Solutions
Jozef Gnap, Branislav Šarkan, Vladimír Konečný, Tomáš Skrúcaný
Jozef Gnap, Branislav Šarkan, Vladimír Konečný, Tomáš Skrúcaný
14.
Human-greenspace interactions with outdoor air: Landscape metric and PLS-SEM approach
Yuei-An Liou, Quang-Viet Nguyen, Kim-Anh Nguyen, Trong-Hoang Vo
Journal of Cleaner Production
Yuei-An Liou, Quang-Viet Nguyen, Kim-Anh Nguyen, Trong-Hoang Vo
Journal of Cleaner Production
15.
Detection of Outliers and Extreme Events of Ground Level Particulate Matter Using DBSCAN Algorithm with Local Parameters
Meryem Ezgi Aslan, Semih Onut
Water, Air, & Soil Pollution
Meryem Ezgi Aslan, Semih Onut
Water, Air, & Soil Pollution
| eISSN: | 2083-5906 |
| ISSN: | 1230-1485 |
We process personal data collected when visiting the website. The function of obtaining information about users and their behavior is carried out by voluntarily entered information in forms and saving cookies in end devices. Data, including cookies, are used to provide services, improve the user experience and to analyze the traffic in accordance with the Privacy policy. Data are also collected and processed by Google Analytics tool (more).
You can change cookies settings in your browser. Restricted use of cookies in the browser configuration may affect some functionalities of the website.
You can change cookies settings in your browser. Restricted use of cookies in the browser configuration may affect some functionalities of the website.
