Suhaila, Jamaludin (2015) Temporal changes and variability in temperature series over Peninsular Malaysia. In: 2nd ISM International Statistical Conference 2014: Empowering the Applications of Statistical and Mathematical Sciences, ISM 2014, 12 August 2014 - 14 August 2014, Kuantan, Pahang, Malaysia.
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Official URL: http://dx.doi.org/10.1063/1.4907452
Abstract
With the current concern over climate change, the descriptions on how temperature series changed over time are very useful. Annual mean temperature has been analyzed for several stations over Peninsular Malaysia. Non-parametric statistical techniques such as Mann-Kendall test and Theil-Sen slope estimation are used primarily for assessing the significance and detection of trends, while a nonparametric Pettitt's test and sequential Mann-Kendall test are adopted to detect any abrupt climate change. Statistically significance increasing trends for annual mean temperature are detected for almost all studied stations with the magnitude of significant trend varied from 0.02°C to 0.05°C per year. The results shows that climate over Peninsular Malaysia is getting warmer than before. In addition, the results of the abrupt changes in temperature using Pettitt's and sequential Mann-Kendall test reveal the beginning of trends which can be related to El Nino episodes that occur in Malaysia. In general, the analysis results can help local stakeholders and water managers to understand the risks and vulnerabilities related to climate change in terms of mean events in the region.
Item Type: | Conference or Workshop Item (Paper) |
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Uncontrolled Keywords: | Mann-Kendall test, pettitt test, sequential Mann-Kendall, Theil-Sen estimator |
Subjects: | Q Science > QA Mathematics |
Divisions: | Science |
ID Code: | 59499 |
Deposited By: | Haliza Zainal |
Deposited On: | 18 Jan 2017 01:50 |
Last Modified: | 22 Aug 2021 02:39 |
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