Aplication of IDW and RBF methods to develop models of temperature distribution within a spoil tip located in Wojkowice, Poland

This article describes two methods of showing the distribution of temperature on the surface and inside a spoil tip (coal mine waste dump) located in Wojkowice (in the Silesian Voivodeship). Two deterministic estimation methods were tested, i.e., Inverse Distance Weighting (IDW) and Radial Basis Fun...

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Main Authors: Zarychta Adrian, Zarychta Roksana
Format: Article
Language:English
Published: Sciendo 2018-03-01
Series:Environmental & Socio-economic Studies
Subjects:
Online Access:https://doi.org/10.2478/environ-2018-0005
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spelling doaj-8e397cc4f30242f8bd9bc9527cededd52021-09-05T21:00:49ZengSciendoEnvironmental & Socio-economic Studies2354-00792018-03-0161384510.2478/environ-2018-0005environ-2018-0005Aplication of IDW and RBF methods to develop models of temperature distribution within a spoil tip located in Wojkowice, PolandZarychta Adrian0Zarychta Roksana1Department of Botany and Nature Protection, Faculty of Biology and Environmental Protection, University of Silesia, Jagiellońska Str. 28, 40-032Katowice, PolandDepartment of Geoinformation and Geoenvironmental Research, Institute of Geography, Faculty of Geography and Biology, Pedagogical University of Cracow, Podchorążych Str. 2, 30-084Kraków, PolandThis article describes two methods of showing the distribution of temperature on the surface and inside a spoil tip (coal mine waste dump) located in Wojkowice (in the Silesian Voivodeship). Two deterministic estimation methods were tested, i.e., Inverse Distance Weighting (IDW) and Radial Basis Functions (RBF). According to isotherm maps the highest temperature on the surface of the “Wojkowice” spoil tip was in the NE area, while inside the heap the highest temperature noted was in the SW area. Better results were obtained from the application of the RBF method. A three-dimensional model (3D model) was generated by the method, which visualized the temperature distribution within the “Wojkowice” spoil tip. According to the 3D model of the temperature distribution the greatest heat centre inside the heap in Wojkowice was located in the SW part with a temperature of around 300°C. As a result, it can be concluded that the material of the “Wojkowice” spoil tip is burning out in a NW direction. On the basis of the model obtained it is possible to determine the location of potentially dangerous places which are exposed to possible deformations caused by the material burning under the surface. The results of the research presented make it possible to assess the thermal state of the spoil heap located in Wojkowice, Poland.https://doi.org/10.2478/environ-2018-0005spoil tipspoil dumpextractive wastespontaneous combustioninverse distance weightingradial basis functions
collection DOAJ
language English
format Article
sources DOAJ
author Zarychta Adrian
Zarychta Roksana
spellingShingle Zarychta Adrian
Zarychta Roksana
Aplication of IDW and RBF methods to develop models of temperature distribution within a spoil tip located in Wojkowice, Poland
Environmental & Socio-economic Studies
spoil tip
spoil dump
extractive waste
spontaneous combustion
inverse distance weighting
radial basis functions
author_facet Zarychta Adrian
Zarychta Roksana
author_sort Zarychta Adrian
title Aplication of IDW and RBF methods to develop models of temperature distribution within a spoil tip located in Wojkowice, Poland
title_short Aplication of IDW and RBF methods to develop models of temperature distribution within a spoil tip located in Wojkowice, Poland
title_full Aplication of IDW and RBF methods to develop models of temperature distribution within a spoil tip located in Wojkowice, Poland
title_fullStr Aplication of IDW and RBF methods to develop models of temperature distribution within a spoil tip located in Wojkowice, Poland
title_full_unstemmed Aplication of IDW and RBF methods to develop models of temperature distribution within a spoil tip located in Wojkowice, Poland
title_sort aplication of idw and rbf methods to develop models of temperature distribution within a spoil tip located in wojkowice, poland
publisher Sciendo
series Environmental & Socio-economic Studies
issn 2354-0079
publishDate 2018-03-01
description This article describes two methods of showing the distribution of temperature on the surface and inside a spoil tip (coal mine waste dump) located in Wojkowice (in the Silesian Voivodeship). Two deterministic estimation methods were tested, i.e., Inverse Distance Weighting (IDW) and Radial Basis Functions (RBF). According to isotherm maps the highest temperature on the surface of the “Wojkowice” spoil tip was in the NE area, while inside the heap the highest temperature noted was in the SW area. Better results were obtained from the application of the RBF method. A three-dimensional model (3D model) was generated by the method, which visualized the temperature distribution within the “Wojkowice” spoil tip. According to the 3D model of the temperature distribution the greatest heat centre inside the heap in Wojkowice was located in the SW part with a temperature of around 300°C. As a result, it can be concluded that the material of the “Wojkowice” spoil tip is burning out in a NW direction. On the basis of the model obtained it is possible to determine the location of potentially dangerous places which are exposed to possible deformations caused by the material burning under the surface. The results of the research presented make it possible to assess the thermal state of the spoil heap located in Wojkowice, Poland.
topic spoil tip
spoil dump
extractive waste
spontaneous combustion
inverse distance weighting
radial basis functions
url https://doi.org/10.2478/environ-2018-0005
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