Spatial distribution of physico-chemical parameters for
groundwater quality evaluation in a part of Satluj River
Basin, India
Akshay Kumar Chaudhry, Kamal Kumar and Mohammad Afaq Alam
ABSTRACT
The rising population, contamination and mismanagement of groundwater worldwide require
sustainable management techniques and strategies to prevent misuse of groundwater resources
especially in the semi-arid regions of the world. The aim of the present study is to assess the
distribution of contaminants in groundwater at a spatial level by using a geostatistical method,
namely ordinary kriging. For this, a physico-chemical parameter data set at 14 sampling locations for
a period over 25 years was assessed. Three semi-variogram models, namely exponential, Gaussian
and spherical, fitted well for the data set and were cross-validated using predictive statistics. Based
on nugget/sill ratio, which characterizes the overall spatial dependence of water quality parameters,
it was observed that, apart from nitrate, all the other parameters showed moderate to weak spatial
dependence (i.e. total hardness), indicating significant influence of urbanization, fertilization and
industrialization. Spatial distribution maps of all the parameters were generated. Concentration of
most of the parameters reported high values in the northern region, while silicon dioxide and
potassium recorded high values in the southern and central regions of the study area respectively.
The study highlighted the depleting groundwater resources in various regions of the study area,
indicating that the groundwater quality is in a declining state.
Akshay Kumar Chaudhry (corresponding author)
Kamal Kumar
Mohammad Afaq Alam
Department of Civil Engineering,
Punjab Engineering College (deemed to be
University),
Chandigarh,
India
E-mail: akki016@gmail.com
Key words | kriging, nugget, physico-chemical parameters, Satluj, semi-variogram, sill
INTRODUCTION
Groundwater is one of the vital resources of consumable
water on earth, particularly in semi-arid regions. Nowadays,
it is the most threatened resource, as the rate of extraction
of groundwater is growing endlessly due to the increase in
population growth, and agronomic and industrial-related
activities. Hence, it has become an essential commodity in
the recent past due to the increase in such activities. How-
ever, rapid development in the recent past in agronomic
and industrial sectors poses a great risk to the safety and
well-being of people due to release of wastewater from
industries and municipal sewage (Olayinka ; Ntengwe
). Wastewater released (directly or indirectly) if not
properly treated and controlled can cause a serious
threat to groundwater resources and can cause a wide
range of damage to human health (Shankar et al. ).
The most common diseases that can be transmitted
through intake of contaminated water, inadequate sani-
tation and poor hygiene are diarrheal diseases (WHO
). Groundwater, once contaminated, stays in an unu-
sable condition for quite a long time or even hundreds of
years. So, the issues related to groundwater contamination
are a huge problem, which has caught the attention of
social activists and researchers all around the world
(Mishra et al. ).
1480 © IWA Publishing 2019 Water Supply | 19.5 | 2019
doi: 10.2166/ws.2019.015
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