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Journal:   DESERT ECOSYSTEM ENGINEERING JOURNAL   spring 2018 , Volume 7 , Number 18 ; Page(s) 63 To 79.
 
Paper: 

Use Of Global Climate Model Outputs To Fill Missing Temperature And Precipitation Missing Data (Case Study: Khanmizza Basin Watersheds)

 
 
Author(s):  Mardanian Sara, Khodayar Abdollahi, Zare Bidaki Rafat, Salehi Abozar
 
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Abstract: 
Introduction: Due to importance of data quality, issues relating to filling the missing data has found a great deal of interest. Regeneration methods for missing data can be classified into two kinds of classical and modern categories. Application of statistical methods such as relationship with nearby stations and approaches on the base of hydrological, climatological or physiographical similarity are among the common techniques for gap filling. For such cases, correlation with elevation is one of the common techniques. The modern methods make use of approaches such as data mining, ANN, fuzzy arithmetic and so on to improve the completeness of data. Typically, the output of climate models is used for future predictions/assessment. After development of climate model like general circulation model (GCM) several researchers have reported a good correlation between global atmosphere or ocean and local station data. This correlation has a potential usage for estimation of missing data at local scale. ...
 
Keyword(s): Global climate model,Climate change,Khanmyrza Basin,Least square error and Canadian climate
 
 
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APA: Copy

Mardanian, S., & Khodayar, A., & ZARE BIDAKI, R., & Salehi, A. (2018). Use of global climate model outputs to fill missing temperature and precipitation missing data (Case study: Khanmizza Basin Watersheds). DESERT ECOSYSTEM ENGINEERING JOURNAL, 7(18 ), 63-79. https://www.sid.ir/en/journal/ViewPaper.aspx?id=656960



Vancouver: Copy

Mardanian Sara, Khodayar Abdollahi, ZARE BIDAKI RAFAT, Salehi Abozar. Use of global climate model outputs to fill missing temperature and precipitation missing data (Case study: Khanmizza Basin Watersheds). DESERT ECOSYSTEM ENGINEERING JOURNAL. 2018 [cited 2022May18];7(18 ):63-79. Available from: https://www.sid.ir/en/journal/ViewPaper.aspx?id=656960



IEEE: Copy

Mardanian, S., Khodayar, A., ZARE BIDAKI, R., Salehi, A., 2018. Use of global climate model outputs to fill missing temperature and precipitation missing data (Case study: Khanmizza Basin Watersheds). DESERT ECOSYSTEM ENGINEERING JOURNAL, [online] 7(18 ), pp.63-79. Available: https://www.sid.ir/en/journal/ViewPaper.aspx?id=656960.



 
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