Estimation of mean reference evapotranspiration in Basrah City, South of Iraq using fuzzy logic
المؤلفون المشاركون
Abbas, Sarmad Abd Allah
al-Rikabi, Wasim Subayh Nimah
Hasan, Ayman Alak
المصدر
Journal of University of Babylon for Engineering Sciences
العدد
المجلد 25، العدد 1 (28 فبراير/شباط 2017)، ص ص. 98-108، 11ص.
الناشر
تاريخ النشر
2017-02-28
دولة النشر
العراق
عدد الصفحات
11
التخصصات الرئيسية
الملخص EN
Evapotranspiration (ET) is important for hydrological practices, water planning, and it plays an influential role in the design, operation and management of irrigation systems.
There are a number of methods suggested to estimate reference evapotranspiration (ETo).
Detailed meteorological data required for the equation of FAO-56 Penman-Monteith (P.M) method that was adopted by Food and Agriculture Organization (FAO) as a standard method in estimating reference evapotranspiration (ETo) are not often available, especially in developing countries.
In this research the possibility of estimating reference evapotranspiration using fuzzy logic control in BasrahCity is studied.
The four models of fuzzy logic are constructed based on the available meteorological data in BasrahCity during the period (1990-2012).Various combinations of long-term average monthly climatic data ofair temperature, relative humidity, wind speed and solar radiation are used as inputs to construct four models of fuzzy logic.
Fuzzy logic models evaluated based on root mean squared error (RMSE) and coefficient of correlation (R2).Depending on the values of RMSE and R2, model No.4 with input parameters (Tmean, Tmin, Tmax, Rh, Ws, Rn)give the best values of estimated (ETo), it gives a RMSE and Rvalues of 0.094 and 0.998 ,respectively.
Fuzzy logic models have high efficiency in estimating the reference evapotranspiration values
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Abbas, Sarmad Abd Allah& Hasan, Ayman Alak& al-Rikabi, Wasim Subayh Nimah. 2017. Estimation of mean reference evapotranspiration in Basrah City, South of Iraq using fuzzy logic. Journal of University of Babylon for Engineering Sciences،Vol. 25, no. 1, pp.98-108.
https://search.emarefa.net/detail/BIM-918419
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Abbas, Sarmad Abd Allah…[et al.]. Estimation of mean reference evapotranspiration in Basrah City, South of Iraq using fuzzy logic. Journal of University of Babylon for Engineering Sciences Vol. 25, no. 1 (2017), pp.98-108.
https://search.emarefa.net/detail/BIM-918419
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Abbas, Sarmad Abd Allah& Hasan, Ayman Alak& al-Rikabi, Wasim Subayh Nimah. Estimation of mean reference evapotranspiration in Basrah City, South of Iraq using fuzzy logic. Journal of University of Babylon for Engineering Sciences. 2017. Vol. 25, no. 1, pp.98-108.
https://search.emarefa.net/detail/BIM-918419
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references : p. 108
رقم السجل
BIM-918419
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر