Chemometrics Analysis for the Groundwater Quality Assessment in UIN Walisongo Semarang
- 10.2991/aer.k.211222.009How to use a DOI?
- chemometrics; groundwater quality; UIN Walisongo
The purpose of this study was to analyze the quality of groundwater in terms of physical, chemical, and microbiological parameters at three campus locations of the Universitas Islam Negeri (UIN) Walisongo Semarang, Indonesia then the results were compared to the Regulation of the Ministry of Health of the Republic of Indonesia (Permenkes) Number 32 of 2017 regarding the water quality standards and environmental health. Principal Component Analysis (PCA) is one of chemometric modelling which can be used to analyze correlations among different physical, chemical and microbiological parameters to assess the groundwater quality at the water intake of dug wells as the main source of water in this study. The content of organic and inorganic materials are then associated with environmental factors, research activities and industrial pollution around campus. The implementation of PCA data in the water intake at dug wells offers new possibilities for improved quality assurance and control procedures for dug wells management and its strategy. Before Cluster Analysis (CA) and PCA methods are applied, the data was checked the normal distribution using the Saphiro-Wilk test. Furthermore, three different patterns of water quality based on groundwater characteristics and anthropogenic effects were found by CA and PCA methods.
- © 2021 The Authors. Published by Atlantis Press International B.V.
- Open Access
- This is an open access article under the CC BY-NC license.
Cite this article
TY - CONF AU - Kustomo AU - Rasidah AU - Daru Oktaviano PY - 2021 DA - 2021/12/23 TI - Chemometrics Analysis for the Groundwater Quality Assessment in UIN Walisongo Semarang BT - Proceedings of the International Conference on Science and Engineering (ICSE-UIN-SUKA 2021) PB - Atlantis Press SP - 53 EP - 60 SN - 2352-5401 UR - https://doi.org/10.2991/aer.k.211222.009 DO - 10.2991/aer.k.211222.009 ID - 2021 ER -