Characteristics and trend of distribution of rainfall in Singapore

The objectives of this study were to analyze the characteristic and the trend distribution of rainfall in Singapore and the possible implication for its water resources. There are many approaches to detect trends and in our present study, we use Time Series and Statistical Analysis to determine whe...

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Main Author: Lin, Peter Jiaming.
Other Authors: Tan Soon Keat
Format: Final Year Project
Language:English
Published: 2009
Subjects:
Online Access:http://hdl.handle.net/10356/15985
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-159852023-03-03T17:07:51Z Characteristics and trend of distribution of rainfall in Singapore Lin, Peter Jiaming. Tan Soon Keat School of Civil and Environmental Engineering Maritime Research Centre DRNTU::Engineering::Civil engineering::Water resources The objectives of this study were to analyze the characteristic and the trend distribution of rainfall in Singapore and the possible implication for its water resources. There are many approaches to detect trends and in our present study, we use Time Series and Statistical Analysis to determine whether there is a significant trend. Firstly, an exploratory data analysis needs to be done to identify the rainfall pattern changes. Fifteen graphs were plotted: The graphs of Average, Maximum and Minimum Annual rainfall; Summation, Maximum and Minimum of Monsoon Changeover Periods (April and October period); Summation, Maximum and Minimum of Northeast Monsoon (November to March); and Summation, Maximum and Minimum of Southwest Monsoon (May to September). After that, trend in rainfall changes is detected for further analysis. Secondly, a Time Series analysis was done to determine a more distinct analysis, the time intervals have to split into 3 parts (1875 – 1960, 1961 – 1988 and 1989 – 2008) as there will be insignificant trend in this interval. After that, the trend was removed; follow by cyclical movements before a hypothesis test is done. Thirdly, a confidence interval test (student – t) was conducted to find out the range in which the true parameters will lie and also to obtain an expected increasing trend. Finally, in our research, the impact in which the increasing trend of rainfall will bring on the water availability in Singapore will be discussed. Furthermore, recommendations are made to enhance the statistical analysis method and also broaden our study of the rainfall distribution Bachelor of Engineering (Environmental Engineering) 2009-05-20T01:13:47Z 2009-05-20T01:13:47Z 2009 2009 Final Year Project (FYP) http://hdl.handle.net/10356/15985 en Nanyang Technological University 80 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic DRNTU::Engineering::Civil engineering::Water resources
spellingShingle DRNTU::Engineering::Civil engineering::Water resources
Lin, Peter Jiaming.
Characteristics and trend of distribution of rainfall in Singapore
description The objectives of this study were to analyze the characteristic and the trend distribution of rainfall in Singapore and the possible implication for its water resources. There are many approaches to detect trends and in our present study, we use Time Series and Statistical Analysis to determine whether there is a significant trend. Firstly, an exploratory data analysis needs to be done to identify the rainfall pattern changes. Fifteen graphs were plotted: The graphs of Average, Maximum and Minimum Annual rainfall; Summation, Maximum and Minimum of Monsoon Changeover Periods (April and October period); Summation, Maximum and Minimum of Northeast Monsoon (November to March); and Summation, Maximum and Minimum of Southwest Monsoon (May to September). After that, trend in rainfall changes is detected for further analysis. Secondly, a Time Series analysis was done to determine a more distinct analysis, the time intervals have to split into 3 parts (1875 – 1960, 1961 – 1988 and 1989 – 2008) as there will be insignificant trend in this interval. After that, the trend was removed; follow by cyclical movements before a hypothesis test is done. Thirdly, a confidence interval test (student – t) was conducted to find out the range in which the true parameters will lie and also to obtain an expected increasing trend. Finally, in our research, the impact in which the increasing trend of rainfall will bring on the water availability in Singapore will be discussed. Furthermore, recommendations are made to enhance the statistical analysis method and also broaden our study of the rainfall distribution
author2 Tan Soon Keat
author_facet Tan Soon Keat
Lin, Peter Jiaming.
format Final Year Project
author Lin, Peter Jiaming.
author_sort Lin, Peter Jiaming.
title Characteristics and trend of distribution of rainfall in Singapore
title_short Characteristics and trend of distribution of rainfall in Singapore
title_full Characteristics and trend of distribution of rainfall in Singapore
title_fullStr Characteristics and trend of distribution of rainfall in Singapore
title_full_unstemmed Characteristics and trend of distribution of rainfall in Singapore
title_sort characteristics and trend of distribution of rainfall in singapore
publishDate 2009
url http://hdl.handle.net/10356/15985
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