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C. DEDE et al./ ISEM2016 – Alanya – Turkey Girdiler Tablo 3.1 CANFIS uygulaması ile belirlenen taban suyu seviyelerinin karşılaştırılması Toplam Akarsu Akımı Mutlak Hata Ortalama Karesel Hatanın Determinasyon (MH) Karekökü (OKHK) Katsayısı (R 2 ) 0,23 0,28 0,73 İHEY Yüzeysel Akış 0,28 0,34 0,55 İHEY Taban Akışı 0,25 0,30 0,66 Hata analizi ve korelasyon incelemesinden elde edilen sonuçlar, tüm uygulamaların sonuçlarının gerçek taban suyu derinlikleri ile birlikte görüldüğü grafiklerde de doğrulanmaktadır (Şekil 3.1). Toplam akarsu akımının girdi olarak kullanıldığı uygulamalarda özellikle taban suyunun minimum ve maksimum değerler yaptığı dönemlere en yakın tahminlerin yapılabildiği görülmektedir. Özellikle gerçek taban suyu değerlerinin pik yaptığı zamanlarda bu uygulamadan elde edilen pik değerler, gerçek değerlere göre daha düşük kalmıştır. İngiliz Hidroloji Enstitüsü Yöntemi ile ayrılan yüzeysel akış sonuçlarının kullanıldığı uygulamaların grafiklerinde ise, gerçek taban suyu derinliklerine uygun olmayan minimumlar oluşmuştur. Ancak bu gibi durumların bu tür çalışmalarda sıklıkla görüldüğü ve gerçek değerler ile tahmin edilen değerlere ait taban suyu eğrilerinin uyumlu gidişlerinin, sonuçların kabul edilebilir olduğunun bir göstergesi olabileceği literatürdeki bir çok çalışmada görülebilir [29; 30; 31]. Tüm kuyulara ait taban suyu derinliği (TSD) grafikleri ve istatistiksel sonuçlar birlikte incelendiğinde yöntemlerin taban suyu derinliğini kurak veya yağışlı dönemlerden etkilenmeksizin, belirlemedeki başarısı açıkça görülmektedir. Özellikle toplam akarsu akımı verileri ile CANFIS uygulaması kullanılarak belirlenen taban suyu derinliklerinde ulaşılan 0,73 determinasyon katsayısı oldukça önemlidir. Literatürde bu tür karmaşık hidrolojik modeller için 0,60'dan büyük determinasyon katsayılarının önemli bir başarı olduğunu gösteren birçok çalışma bulunmaktadır [32; 33; 34]. 662
C. DEDE et al./ ISEM2016 – Alanya – Turkey Taban Suyu Derinliği (m) Taban Suyu Derinliği (m) Taban Suyu Derinliği (m) 2,5 2 1,5 1 0,5 0 2,5 2 1,5 1 0,5 0 2,5 2 1,5 1 0,5 0 Tüm Kuyular (İHEY Yüzeysel Akış) Ölçülen TSD CANFIS TSD 1 6 11 16 21 26 31 36 41 46 51 56 61 66 71 76 Ölçümler Tüm Kuyular (İHEY Taban Akışı) Ölçülen TSD CANFIS TSD 1 6 11 16 21 26 31 36 41 46 51 56 61 66 71 76 Ölçümler Tüm Kuyular (Toplam Akarsu Akımı) Ölçülen TSD CANFIS TSD 1 6 11 16 21 26 31 36 41 46 51 56 61 66 71 76 Ölçümler Şekil 3.1. İHEY yüzeysel akış, İHEY taban akışı ve toplam akarsu akışının CANFIS uygulamasının girdisi olarak kullanılmasından elde edilen TSD sonuçları 663
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ISBN 9786054735846

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