Author(s): N. Vivekanandan
Journal: Bonfring International Journal of Software Engineering and Soft Computing
ISSN 2250-1045
Volume: 02;
Issue: 03;
Start page: 16;
Date: 2012;
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Original page
Keywords: D-Index | Frechet | Gumbel | Kolmogorov-Smirnov | Rainfall | Temperature
ABSTRACT
Estimation of rainfall and temperature for a desired return period is one of the pre-requisite for planning, design and management of the civil structures at the project site. This paper illustrates the use of extreme value distributions for assessment of rainfall and maximum/ minimum temperature recorded at Bhavnagar and Hissar regions. Order statistics approach is used for determination of parameters of the distributions. Kolmogorov-Smirnov is applied for checking the adequacy of fitting of distributions to the recorded rainfall and temperature data. Diagnostic analysis involving D-index is used for selection of a suitable distribution for estimation of annual daily maximum rainfall and annual maximum/ minimum temperature for different return periods. The paper presents that the Gumbel distribution is better suited for assessment of rainfall and temperature for the regions under study.
Journal: Bonfring International Journal of Software Engineering and Soft Computing
ISSN 2250-1045
Volume: 02;
Issue: 03;
Start page: 16;
Date: 2012;
VIEW PDF
DOWNLOAD PDF Original pageKeywords: D-Index | Frechet | Gumbel | Kolmogorov-Smirnov | Rainfall | Temperature
ABSTRACT
Estimation of rainfall and temperature for a desired return period is one of the pre-requisite for planning, design and management of the civil structures at the project site. This paper illustrates the use of extreme value distributions for assessment of rainfall and maximum/ minimum temperature recorded at Bhavnagar and Hissar regions. Order statistics approach is used for determination of parameters of the distributions. Kolmogorov-Smirnov is applied for checking the adequacy of fitting of distributions to the recorded rainfall and temperature data. Diagnostic analysis involving D-index is used for selection of a suitable distribution for estimation of annual daily maximum rainfall and annual maximum/ minimum temperature for different return periods. The paper presents that the Gumbel distribution is better suited for assessment of rainfall and temperature for the regions under study.
