The mapping of salinity level using the Inverse Distance Weighted (IDW) interpolation method along the coastal area of Pulau Tuba, Langkawi / Sharir Aizat Kamaruddin ... [et al.]

Kamaruddin, Sharir Aizat and Abd.Aziz, Khairul Naim and Roslani, Muhammad Akmal and Zainol, Zamzila Erdawati and Ahmad, Aziani and Shaari, Mohd Idrus and Nazri, Rosnani and Tajam, Jamil (2022) The mapping of salinity level using the Inverse Distance Weighted (IDW) interpolation method along the coastal area of Pulau Tuba, Langkawi / Sharir Aizat Kamaruddin ... [et al.]. Malaysian Journal of Sustainable Environment (MySE), 9 (1). pp. 55-76. ISSN 0128-326X

Abstract

The purpose of this study is to investigate the accuracy of the Inverse Distance Weighted (IDW) interpolation method to estimate and map the surface water salinity along the coastal waters of Pulau Tuba, Langkawi. Sea surface salinity was recorded using a refractometer during two sampling activities that were carried out in November 2018. The Global Positioning System (GPS) was used to record the geo-location of each sampling point. IDW method was applied in data collection using ArcGIS Software. Statistical analyses such as correlation analysis, regression analysis, and error analysis were employed to assess the prediction of salinity values. The transformation of the spatial model to map was carried out later to assess the accuracy of the map. The study found that there is a strong positive correlation, r= .753 (p< .05) with the coefficient of determination of 56.80% between observed and predicted salinity values. Mean Absolute Error (MAE) and Root Mean Square Error (RMSE) were calculated at 0.724466 and 0.921728, respectively. The accuracy of the map was found at 81.25%. The study also found that the salinity reading is polyhaline along the coastal water of Pulau Tuba. Overall, the study found that the IDW method has provided a tool to predict and map the surface salinity along the coastal waters of Pulau Tuba, Langkawi.

Metadata

Item Type: Article
Creators:
Creators
Email / ID Num.
Kamaruddin, Sharir Aizat
shariraizat@uitm.edu.my
Abd.Aziz, Khairul Naim
khairul87@uitm.edu.my
Roslani, Muhammad Akmal
akmalroslani@uitm.edu.my
Zainol, Zamzila Erdawati
zamzila396@uitm.edu.my
Ahmad, Aziani
aziani@uitm.edu.my
Shaari, Mohd Idrus
mohdidrus@uitm.edu.my
Nazri, Rosnani
rosnani176@uitm.edu.my
Tajam, Jamil
jamiltajam@uitm.edu.my
Subjects: G Geography. Anthropology. Recreation > G Geography (General)
G Geography. Anthropology. Recreation > G Geography (General) > Geographic information systems
G Geography. Anthropology. Recreation > G Geography (General) > Geographic information systems > Malaysia
Divisions: Universiti Teknologi MARA, Perak > Seri Iskandar Campus > Faculty of Architecture, Planning and Surveying
Journal or Publication Title: Malaysian Journal of Sustainable Environment (MySE)
UiTM Journal Collections: UiTM Journal > Malaysian Journal of Sustainable Environment (MySE)
ISSN: 0128-326X
Volume: 9
Number: 1
Page Range: pp. 55-76
Keywords: Inverse Distance Weighted; Pulau Tuba; Salinity; GIS; Interpolation
Date: March 2022
URI: https://ir.uitm.edu.my/id/eprint/58219
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