Groundwater Quality Variation and Regression Analysis - a Case Study Around Municipal Dumpsite in India

Susaiappan, Sidhardhan; Somanathan, Adishkumar; Sulthan, Mannar Thippu; Masilamani, Immanuvel Palies

Sidhardhan Susaiappan, Adishkumar Somanathan, Mannar Thippu Sulthan, Immanuvel Palies Masilamani

Groundwater Quality Variation and Regression Analysis - a Case Study Around Municipal Dumpsite in India

Abstract:

The quality of water around a municipal dumpsite is greatly affected by the leaching chemicals from the landfill. The aim of this study is to assess the groundwater quality and to develop and compare the performance of Statistical Package of Social Science (SPSS) regression and Artificial Neural Network models around municipal dumpsite in Tamil Nadu, India. The groundwater samples were collected every month from the 16 sampling points during the study period from January 2013 to December 2017. The physico chemical parameters of the samples such as pH, acidity, alkalinity, Hardness, Chloride, Sulphate and Total Dissolved Solids (TDS) were analysed and Water Quality Index (WQI) was arrived. From this data, the highest and the lowest polluted points S14 and S5 respectively, among the 16 sampling points was found. Correlation analysis showed that TDS exhibited a high positive correlation with chloride and hardness. Two models using SPSS regression and one model using ANN modeling were developed to predict the TDS in the sampling points. The prediction capabilities of the ANN were compared with the SPSS regression models. The maximum percentage of error obtained from ANN and SPSS were 7.5% and 15.6% at S5 sampling point. ANN models were more accurate than the SPSS multi nonlinear regression models having the same inputs and output.

Keywords:
SPSS; ANN; WQI; correlation analysis; groundwater quality

Issue: 2021, Volume 72, Issue 1

Pages: 133-145

Publication date: 2021/2/3

https://doi.org/10.37358/RC.21.1.8410

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This article is published under the Creative Commons Attribution 4.0 International License

Citation Styles

Cite this article as:
SUSAIAPPAN, S., SOMANATHAN, A., SULTHAN, M.T., MASILAMANI, I.P., Groundwater Quality Variation and Regression Analysis - a Case Study Around Municipal Dumpsite in India, Rev. Chim., 72(1), 2021, 133-145.

Vancouver
Susaiappan S, Somanathan A, Sulthan MT, Masilamani IP. Groundwater Quality Variation and Regression Analysis - a Case Study Around Municipal Dumpsite in India. Rev. Chim.[internet]. 2021 Jan;72(1):133-145. Available from: https://doi.org/10.37358/RC.21.1.8410

APA 6th edition
Susaiappan, S., Somanathan, A., Sulthan, M.T. & Masilamani, I.P. (2021). Groundwater Quality Variation and Regression Analysis - a Case Study Around Municipal Dumpsite in India. Revista de Chimie, 72(1), 133-145. https://doi.org/10.37358/RC.21.1.8410

Harvard
Susaiappan, S., Somanathan, A., Sulthan, M.T., Masilamani, I.P. (2021). 'Groundwater Quality Variation and Regression Analysis - a Case Study Around Municipal Dumpsite in India', Revista de Chimie, 72(1), pp. 133-145. https://doi.org/10.37358/RC.21.1.8410

IEEE
S. Susaiappan, A. Somanathan, M.T. Sulthan, I.P. Masilamani, "Groundwater Quality Variation and Regression Analysis - a Case Study Around Municipal Dumpsite in India". Revista de Chimie, vol. 72, no. 1, pp. 133-145, 2021. [online]. https://doi.org/10.37358/RC.21.1.8410

Text
Sidhardhan Susaiappan, Adishkumar Somanathan, Mannar Thippu Sulthan, Immanuvel Palies Masilamani,
Groundwater Quality Variation and Regression Analysis - a Case Study Around Municipal Dumpsite in India,
Revista de Chimie,
Volume 72, Issue 1,
2021,
Pages 133-145,
ISSN 2668-8212,
https://doi.org/10.37358/RC.21.1.8410.
(https://revistadechimie.ro/Articles.asp?ID=8410)
Keywords: SPSS; ANN; WQI; correlation analysis; groundwater quality

RIS
TY - JOUR
T1 - Groundwater Quality Variation and Regression Analysis - a Case Study Around Municipal Dumpsite in India
A1 - Susaiappan, Sidhardhan
A2 - Somanathan, Adishkumar
A3 - Sulthan, Mannar Thippu
A4 - Masilamani, Immanuvel Palies
JF - Revista de Chimie
JO - Rev. Chim.
PB - Revista de Chimie SRL
SN - 2668-8212
Y1 - 2021
VL - 72
IS - 1
SP - 133
EP - 145
UR - https://doi.org/10.37358/RC.21.1.8410
KW - SPSS
KW - ANN
KW - WQI
KW - correlation analysis
KW - groundwater quality
ER -

BibTex
@article{RevCh2021P133,
author = {Susaiappan Sidhardhan and Somanathan Adishkumar and Sulthan Mannar Thippu and Masilamani Immanuvel Palies},
title = {Groundwater Quality Variation and Regression Analysis - a Case Study Around Municipal Dumpsite in India},
journal = {Revista de Chimie},
volume = {72},
number = {1},
pages = {133-145},
year = {2021},
issn = {2668-8212},
doi = {https://doi.org/10.37358/RC.21.1.8410},
url = {https://revistadechimie.ro/Articles.asp?ID=8410}
}

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