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Home 2015

Statistical Analysis of Some Meteorological Variables Data for Sokoto and its Vicinity

Authors: Hassan, T. B. Ajibola, 24 (2015) 8-17

2024-01-04
Reading Time: 2 mins read
0

ABSTRACT
This study aims at studying the characteristics of some meteorological variables in Sokoto and
its vicinity using probability distribution models. The thirty one (31) years data (i.e 1980-2010) were
collected at Nigerian Meteorological Agency (Nimet) Oshodi and the data were subjected to various
probability distribution analyses in order to resolute the best fit probability functions for each
meteorological variables. The variables measured consist of Relative humidity, Rainfall, Temperature,
Sunshine hours, Solar radiation, wind speed and Evaporation pitche. Whereas the probability
distribution models adopt were Normal, Gumbel, Pearson type III and Log-Pearson type III
distribution functions. Numerical equation were recognized and used to forecast the variables.
Goodness of fit tests such as chi-square, correlation coefficient and coefficient of determination were
carried out to obtain the reliability of the forecasted values. The model that satisfies the statistical tests
conditions mostly was selected as the best fit model. The study revealed that Rainfall, wind speed,
evaporation pitche are best fitted by Log-pearson type III probability distribution model, whereas the
Relative humidity, solar radiation, sunshine hours and temperature the best model is Gumbel
probability distribution.

References
[1] Adeboye O.S. and Ipinyomi R.A. (1995). Statistical tables for class work and
examination. Tertiary publications Nigeria Limited, Ilorin, Nigeria, pp. 5-11
[2] Chowdhury J.U. and Stedinger J.R. (1991). Goodness of fit tests for regional
generalized extreme value flood distributions. Water resources. Res. 27(7): 1765-1776.
[3] Dibike B.Y. and Solomatine D.P. (1999). “River flow forecasting using Artificial
Neural Networks”. Paper presented at European Geophysical Society (EGS) XXIV
General Assembly. The Hague. The Netherlands, 1-11.
[4] Gary E.O. and Robert A.C. (1971). “Applications of Climatology and Meteorology to
Hydrologic Simulation”. Technical Report No. 38, Texas Water Resources Institute,
Texas
[5] Mustpha S. and Yusuf M.I. (1999). “A Textbook of Hydrology and Water Resources”,
Jenas Prints & Publishing Co., Abuja, Nigeria, pp. 164-184, First edition.
[6] Murray R.S. and Larry J.S. (2000). “Theory and problems of statistics” Tata Mc Graw –
Hill Publishing Company Limited, New Delhi, pp. 314-316, Third edition.
[7] Ogunlela A.O (2001) “Storchastic Analysis of Rainfall Events in Ilorin, Nigeria”.
Journal of Agricultural Research and Development, 1(2): 39-50.
[8] Salami A.W and Bankole O.O. (2003). Impact of Asa dam on meteorological variables
in Asa River Basin Ilorin, Nigeria. Technical paper presented to the department of Civil
Engineering, University of Ilorin, Ilorin. Nigria.
[9] Salami A.W. (2007). Probability distribution analysis for hydrometeorological variables
at Jebba hydropower station. Accept for publication in Nigeria Journal of Science and
Technical Research.
[10] Salami A.W. and Yusuf I.T. (2009). Application of Probability Distribution Models on
Studying the Characteristic of Meteorological Variables in Ibadan and its Environs.
Journal of engineering and Technology, 4; 46-55.
[11] Topaloglu F. (2002). “Determining Suitable Probability Distribution models for flow
and precipitation Series of the Seyhan River Basin”. Turk Journal of Agric. 23: 189-
194.
[12] Viessman W., Krapp J.W. and Harbough, T.E. (1989). “Introduction to hydrology”.
Harper and Row Publishers Inc., New York, pp. 675-695, Third edition.-
[13] Warren V., Terence E.H. and John W.K. (1972). “Introduction to hydrology”
Educational Publishers, New York, pp. 106-141, Second edition.
[14] Wilson E.M. (1990). Engineering Hydrology. Macmillan Press Ltd. 3rd edition.
Houndmills, Basing Stockes Hampshire and London


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Tags: GumbelMeteorological variablesNormalPearson and Log-pearson type IIIrelative humiditysolar radiationsome meteorological variablesStatistical Analysis
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