Year 2019, Volume 20 , Issue 3, Pages 149 - 156 2019-09-30

Comparison of tree volume equations for brutian pine stands in Eğirdir district
Eğirdir yöresi kızılçam meşcereleri için ağaç hacim denklemlerinin karşılaştırılması

Ramazan Özçelik [1] , Hakkı Altınkaya [2]


In this study, tree volume equations have been developed for Brutian pine (Pinus brutia Ten.). The data was obtained from the natural brutian pine stands in Eğirdir region. Totally of 405 trees are sampled and randomly separated into the two groups. Since there is no real independent dataset, two-fold evaluation scheme was applied and the prediction performance of 18 models was evaluated. For this purpose, four different criteria values were used: mean error (MD), mean absolute error (MAD), coefficient of determination (R2) and root mean square error (RMSE). The prediction performances of the models were evaluated on the basis of relative ranking. As a result of the evaluations, the most successful results were obtained with Model 4, while the most unsuccessful results were obtained with model 6. The obtained results suggested that Model 4 should be used to more reliable volume predictions for natural brutian pine stands in Eğirdir Region
Bu çalışmada, Kızılçam (Pinus brutia Ten.) için ağaç hacim denklemleri geliştirilmiştir. Veriler, Eğirdir yöresi doğal kızılçam meşcerelerinden elde edilmiştir. 405 örnek ağaç ölçülmüş ve tesadüfi olarak iki gruba ayrılmıştır. Gerçek anlamda bağımsız veri setine sahip olunmadığı için çapraz geçerlilik testi uygulanarak, 18 modelin ortalama hata (MD), ortalama mutlak hata (MAD), belirtme katsayısı (R2) ve hata kareler ortalamasının karekökü (RMSE) değerleri hesaplanmıştır. Modellerin tahmin performansları, bu dört ölçüt değeri esas alınarak hesaplanan model nisbi sıralarına göre değerlendirilmiştir. Yapılan değerlendirmeler sonucunda, en başarılı sonuçlar Model 4 ile elde edilirken, en başarısız sonuçlar model 6 ile elde edilmiştir. Elde edilen sonuçlar, Eğirdir yöresi doğal kızılçam meşcerelerinde güvenilir hacim tahminleri için Model 4’ün kullanılmasını önermektedir.
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Primary Language en
Subjects Science
Journal Section Orijinal Araştırma Makalesi
Authors

Orcid: 0000-0003-2132-2589
Author: Ramazan Özçelik (Primary Author)
Institution: Isparta Uygulamalı Bilimler Üniversitesi Orman fakültesi
Country: Turkey


Orcid: 0000-0002-1765-1155
Author: Hakkı Altınkaya
Country: Turkey


Supporting Institution Scientific Research Projects Coordination Unit of Süleyman Demirel University
Project Number BAP-5053-YL1-17
Dates

Publication Date : September 30, 2019

Bibtex @research article { tjf566019, journal = {Turkish Journal of Forestry}, issn = {}, eissn = {2149-3898}, address = {}, publisher = {Isparta Uygulamalı Bilimler Üniversitesi}, year = {2019}, volume = {20}, pages = {149 - 156}, doi = {10.18182/tjf.566019}, title = {Comparison of tree volume equations for brutian pine stands in Eğirdir district}, key = {cite}, author = {Özçelik, Ramazan and Altınkaya, Hakkı} }
APA Özçelik, R , Altınkaya, H . (2019). Comparison of tree volume equations for brutian pine stands in Eğirdir district. Turkish Journal of Forestry , 20 (3) , 149-156 . DOI: 10.18182/tjf.566019
MLA Özçelik, R , Altınkaya, H . "Comparison of tree volume equations for brutian pine stands in Eğirdir district". Turkish Journal of Forestry 20 (2019 ): 149-156 <https://dergipark.org.tr/en/pub/tjf/issue/49158/566019>
Chicago Özçelik, R , Altınkaya, H . "Comparison of tree volume equations for brutian pine stands in Eğirdir district". Turkish Journal of Forestry 20 (2019 ): 149-156
RIS TY - JOUR T1 - Comparison of tree volume equations for brutian pine stands in Eğirdir district AU - Ramazan Özçelik , Hakkı Altınkaya Y1 - 2019 PY - 2019 N1 - doi: 10.18182/tjf.566019 DO - 10.18182/tjf.566019 T2 - Turkish Journal of Forestry JF - Journal JO - JOR SP - 149 EP - 156 VL - 20 IS - 3 SN - -2149-3898 M3 - doi: 10.18182/tjf.566019 UR - https://doi.org/10.18182/tjf.566019 Y2 - 2019 ER -
EndNote %0 Türkiye Ormancılık Dergisi Comparison of tree volume equations for brutian pine stands in Eğirdir district %A Ramazan Özçelik , Hakkı Altınkaya %T Comparison of tree volume equations for brutian pine stands in Eğirdir district %D 2019 %J Turkish Journal of Forestry %P -2149-3898 %V 20 %N 3 %R doi: 10.18182/tjf.566019 %U 10.18182/tjf.566019
ISNAD Özçelik, Ramazan , Altınkaya, Hakkı . "Comparison of tree volume equations for brutian pine stands in Eğirdir district". Turkish Journal of Forestry 20 / 3 (September 2019): 149-156 . https://doi.org/10.18182/tjf.566019
AMA Özçelik R , Altınkaya H . Comparison of tree volume equations for brutian pine stands in Eğirdir district. Turkish Journal of Forestry. 2019; 20(3): 149-156.
Vancouver Özçelik R , Altınkaya H . Comparison of tree volume equations for brutian pine stands in Eğirdir district. Turkish Journal of Forestry. 2019; 20(3): 156-149.