30 Kasım 2022 Kitap bölümü Açık Erişim

Okan Mert KATIPOĞLU

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        "affiliation": "Erzincan Binali Y\u0131ld\u0131r\u0131m University", 
        "name": "Okan Mert KATIPO\u011eLU", 
        "orcid": "0000-0001-6421-6087"
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    "description": "<p>This study aims to estimate the evaporation data in the &Ccedil;orum station. For this purpose, the effect of the training-test ratio on machine learning model performance was evaluated using daily evaporation data from the &Ccedil;ank\u0131r\u0131 meteorology station. Moreover, Random Forest and GBM algorithms were used to model pan evaporation. The study&rsquo;s second aim is to investigate the training test rate&rsquo;s effect on pan evaporation prediction. For this purpose, the training test rates were used as 90-10%, 80-20%, 70- 30%, 60-40%, and 50-50%.<br>\n&nbsp;</p>", 
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    "keywords": [
      "PAN EVAPORATION", 
      "\u00c7ORUM PROVINCE", 
      "Random Forest", 
      "Gradient boosting machine"
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      "pages": "168-178", 
      "title": "Research & Reviews in Engineering"
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    "publication_date": "2022-11-30", 
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    "science_branches": [
      "Teknik Bilimler > \u0130n\u015faat M\u00fchendisli\u011fi > Hidrolik > Y\u00fczey Sular\u0131 M\u00fchendisli\u011fi, Hidroloji"
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    "title": "Evaluat\u0131on Of The Effect Of Train-Test Split Rat\u0131o For The Prediction Of Daily Pan Evaporation Of \u00c7orum Province"
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