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Published in:

Volume 5 Issue 4
April-2018
eISSN: 2349-5162

Unique Identifier

JETIR1804039

Page Number

191-196

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Title

GROUNDWATER QUALITY INDEX OF NAVSARI TALUKA USING ANFIS AND STATISTICAL ANALYSIS

ISSN

2349-5162

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"GROUNDWATER QUALITY INDEX OF NAVSARI TALUKA USING ANFIS AND STATISTICAL ANALYSIS", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.5, Issue 4, page no.191-196, April-2018, Available :http://www.jetir.org/papers/JETIR1804039.pdf

Abstract

Groundwater is used for drinking as well as irrigation purposes. Nowadays, due to human and industrial activities the groundwater quality has been deteriorated. For proper natural groundwater eco system, groundwater quality should be maintained is necessary. In this study, groundwater quality of Navsari district is predicted by Groundwater Quality Index. In Navsari; groundwater sources are open well and dug well which are used for drinking purpose. Total dissolved solid, nitrate, hardness, chloride, magnesium, electrical conductivity, sulphate are various important indicators of groundwater quality. The main aim of this study is prediction of groundwater quality by water quality index for pre-monsoon and post monsoon of navsari taluka using an adaptive neuro-fuzzy inference system (ANFIS) in MATLAB R2017b and statistical analysis. For water quality index, 31 groundwater well samples are collected of last 3 year of 2014 to 2016. For WQI various input parameters like chloride, sulphate, calcium, magnesium, hardness, alkalinity, pH, TDS are used. For the best model 80-20 of RMSE is 1.7702 comes as per statistical analysis.

Key Words

Groundwater, Groundwater quality index, MATLAB R2017b, Statistical analysis

Cite This Article

"GROUNDWATER QUALITY INDEX OF NAVSARI TALUKA USING ANFIS AND STATISTICAL ANALYSIS", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.5, Issue 4, page no. pp191-196, April-2018, Available at : http://www.jetir.org/papers/JETIR1804039.pdf

Publication Details

Published Paper ID: JETIR1804039
Registration ID: 180998
Published In: Volume 5 | Issue 4 | Year April-2018
DOI (Digital Object Identifier):
Page No: 191-196
ISSN Number: 2349-5162

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Cite This Article

"GROUNDWATER QUALITY INDEX OF NAVSARI TALUKA USING ANFIS AND STATISTICAL ANALYSIS", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.5, Issue 4, page no. pp191-196, April-2018, Available at : http://www.jetir.org/papers/JETIR1804039.pdf




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