Assessment of Rainfall and Temperature using OSA Estimators of Extreme Value Distributions
Journal: Bonfring International Journal of Software Engineering and Soft Computing (Vol.02, No. 3)Publication Date: 2012-09-30
Authors : N. Vivekanandan Dr.S.K. Roy; Rahul S. Jagtap;
Page : 16-21
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.
Other Latest Articles
- A Thorough Investigation on Software Protection Techniques against Various Attacks
- Identification of the Most Affecting Factor and the Most Income Range of the Affected Middle Class Family by Using Fuzzy Matrix
- Transient Free Convective Flow over a Vertical Cone Embedded in a Thermally Stratified Medium
- Methodology of Privacy Preserving Data Publishing by Data Slicing
- A COMPREHENSIVE STUDY ON THE NATURAL PLANT PHENOLS: PERCEPTION TO CURRENT SCENARIO
Last modified: 2013-09-27 16:11:40