Modeling Pan Evaporation for Kuwait by Multiple Linear Regression
Evaporation is an important parameter for many projects related to hydrology and water resources systems. This paper constitutes the first study conducted in Kuwait to obtain empirical relations for the estimation of daily and monthly pan evaporation as functions of available meteorological data of...
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| Format: | Article |
| Language: | English |
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Wiley
2012-01-01
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| Series: | The Scientific World Journal |
| Online Access: | http://dx.doi.org/10.1100/2012/574742 |
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| author | Jaber Almedeij |
| author_facet | Jaber Almedeij |
| author_sort | Jaber Almedeij |
| collection | DOAJ |
| description | Evaporation is an important parameter for many projects related to hydrology and water resources systems. This paper constitutes the first study conducted in Kuwait to obtain empirical relations for the estimation of daily and monthly pan evaporation as functions of available meteorological data of temperature, relative humidity, and wind speed. The data used here for the modeling are daily measurements of substantial continuity coverage, within a period of 17 years between January 1993 and December 2009, which can be considered representative of the desert climate of the urban zone of the country. Multiple linear regression technique is used with a procedure of variable selection for fitting the best model forms. The correlations of evaporation with temperature and relative humidity are also transformed in order to linearize the existing curvilinear patterns of the data by using power and exponential functions, respectively. The evaporation models suggested with the best variable combinations were shown to produce results that are in a reasonable agreement with observation values. |
| format | Article |
| id | doaj-art-d1a56c7b7bba403f87deac34ce2cbcb2 |
| institution | Kabale University |
| issn | 1537-744X |
| language | English |
| publishDate | 2012-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | The Scientific World Journal |
| spelling | doaj-art-d1a56c7b7bba403f87deac34ce2cbcb22025-02-03T01:21:49ZengWileyThe Scientific World Journal1537-744X2012-01-01201210.1100/2012/574742574742Modeling Pan Evaporation for Kuwait by Multiple Linear RegressionJaber Almedeij0Civil Engineering Department, Kuwait University, P.O. Box 5969, 13060 Safat, KuwaitEvaporation is an important parameter for many projects related to hydrology and water resources systems. This paper constitutes the first study conducted in Kuwait to obtain empirical relations for the estimation of daily and monthly pan evaporation as functions of available meteorological data of temperature, relative humidity, and wind speed. The data used here for the modeling are daily measurements of substantial continuity coverage, within a period of 17 years between January 1993 and December 2009, which can be considered representative of the desert climate of the urban zone of the country. Multiple linear regression technique is used with a procedure of variable selection for fitting the best model forms. The correlations of evaporation with temperature and relative humidity are also transformed in order to linearize the existing curvilinear patterns of the data by using power and exponential functions, respectively. The evaporation models suggested with the best variable combinations were shown to produce results that are in a reasonable agreement with observation values.http://dx.doi.org/10.1100/2012/574742 |
| spellingShingle | Jaber Almedeij Modeling Pan Evaporation for Kuwait by Multiple Linear Regression The Scientific World Journal |
| title | Modeling Pan Evaporation for Kuwait by Multiple Linear Regression |
| title_full | Modeling Pan Evaporation for Kuwait by Multiple Linear Regression |
| title_fullStr | Modeling Pan Evaporation for Kuwait by Multiple Linear Regression |
| title_full_unstemmed | Modeling Pan Evaporation for Kuwait by Multiple Linear Regression |
| title_short | Modeling Pan Evaporation for Kuwait by Multiple Linear Regression |
| title_sort | modeling pan evaporation for kuwait by multiple linear regression |
| url | http://dx.doi.org/10.1100/2012/574742 |
| work_keys_str_mv | AT jaberalmedeij modelingpanevaporationforkuwaitbymultiplelinearregression |