Spatial analysis of heavy metal in mangrove estuary at east coast peninsular Malaysia: a preliminary study

The objectives of this preliminary study are to determine heavy metal concentration in mangrove estuary and to identify spatial patterns in the water quality based on heavy metals concentration. Principal Component Analysis (PCA) and Artificial Neural Networks (ANNs) were selected to analyze the dat...

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Main Authors:	Samsudin, Mohd Saiful, Khalit, Saiful Iskandar, Yunus, Kamaruzzaman, Zaudi, Muhammad Amar, Balaluddin, N. A., Mohd Shauki, Ahmad Shakir
Format:	Article
Language:	English
Published:	Faculty of Science and Technology, University of El Oued 2017
Subjects:	QD Chemistry
Online Access:	http://irep.iium.edu.my/58156/ http://irep.iium.edu.my/58156/ http://irep.iium.edu.my/58156/1/3.pdf

id	iium-58156
recordtype	eprints
spelling	iium-581562018-01-12T10:47:24Z http://irep.iium.edu.my/58156/ Spatial analysis of heavy metal in mangrove estuary at east coast peninsular Malaysia: a preliminary study Samsudin, Mohd Saiful Khalit, Saiful Iskandar Yunus, Kamaruzzaman Zaudi, Muhammad Amar Balaluddin, N. A. Mohd Shauki, Ahmad Shakir QD Chemistry The objectives of this preliminary study are to determine heavy metal concentration in mangrove estuary and to identify spatial patterns in the water quality based on heavy metals concentration. Principal Component Analysis (PCA) and Artificial Neural Networks (ANNs) were selected to analyze the dataset of six heavy metal parameters namely: Ni, Cu, Pb, Cd, As and Zn. PCA results show that the major source of water pollution in mangrove estuary is mostly due to the agriculture activities surface runoff. ANN results show a better prediction performance in discriminating between the regions with an excellent percentage of correct classification. This study presents the obligation and expediency of environmetric for the understanding of datasets directing to gain better information about water quality patterns in mangrove estuary based on spatial characterizations at the selected monitoring stations. Faculty of Science and Technology, University of El Oued 2017 Article PeerReviewed application/pdf en http://irep.iium.edu.my/58156/1/3.pdf Samsudin, Mohd Saiful and Khalit, Saiful Iskandar and Yunus, Kamaruzzaman and Zaudi, Muhammad Amar and Balaluddin, N. A. and Mohd Shauki, Ahmad Shakir (2017) Spatial analysis of heavy metal in mangrove estuary at east coast peninsular Malaysia: a preliminary study. Journal of Fundamental and Applied Sciences, 9 (2S). pp. 680-697. ISSN 1112-9867 http://www.jfas.info/index.php/jfas/article/view/2692
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English
topic	QD Chemistry
spellingShingle	QD Chemistry Samsudin, Mohd Saiful Khalit, Saiful Iskandar Yunus, Kamaruzzaman Zaudi, Muhammad Amar Balaluddin, N. A. Mohd Shauki, Ahmad Shakir Spatial analysis of heavy metal in mangrove estuary at east coast peninsular Malaysia: a preliminary study
description	The objectives of this preliminary study are to determine heavy metal concentration in mangrove estuary and to identify spatial patterns in the water quality based on heavy metals concentration. Principal Component Analysis (PCA) and Artificial Neural Networks (ANNs) were selected to analyze the dataset of six heavy metal parameters namely: Ni, Cu, Pb, Cd, As and Zn. PCA results show that the major source of water pollution in mangrove estuary is mostly due to the agriculture activities surface runoff. ANN results show a better prediction performance in discriminating between the regions with an excellent percentage of correct classification. This study presents the obligation and expediency of environmetric for the understanding of datasets directing to gain better information about water quality patterns in mangrove estuary based on spatial characterizations at the selected monitoring stations.
format	Article
author	Samsudin, Mohd Saiful Khalit, Saiful Iskandar Yunus, Kamaruzzaman Zaudi, Muhammad Amar Balaluddin, N. A. Mohd Shauki, Ahmad Shakir
author_facet	Samsudin, Mohd Saiful Khalit, Saiful Iskandar Yunus, Kamaruzzaman Zaudi, Muhammad Amar Balaluddin, N. A. Mohd Shauki, Ahmad Shakir
author_sort	Samsudin, Mohd Saiful
title	Spatial analysis of heavy metal in mangrove estuary at east coast peninsular Malaysia: a preliminary study
title_short	Spatial analysis of heavy metal in mangrove estuary at east coast peninsular Malaysia: a preliminary study
title_full	Spatial analysis of heavy metal in mangrove estuary at east coast peninsular Malaysia: a preliminary study
title_fullStr	Spatial analysis of heavy metal in mangrove estuary at east coast peninsular Malaysia: a preliminary study
title_full_unstemmed	Spatial analysis of heavy metal in mangrove estuary at east coast peninsular Malaysia: a preliminary study
title_sort	spatial analysis of heavy metal in mangrove estuary at east coast peninsular malaysia: a preliminary study
publisher	Faculty of Science and Technology, University of El Oued
publishDate	2017
url	http://irep.iium.edu.my/58156/ http://irep.iium.edu.my/58156/ http://irep.iium.edu.my/58156/1/3.pdf
first_indexed	2023-09-18T21:22:13Z
last_indexed	2023-09-18T21:22:13Z
_version_	1777411957210480640

Spatial analysis of heavy metal in mangrove estuary at east coast peninsular Malaysia: a preliminary study

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