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Development of ecoregion-based height-diameter models for 3 economically important tree species of southern Turkey

Seven different nonlinear height (h)–diameter (d) models were developed and compared for brutian pine (Pinus brutia Ten.) black pine (Pinus nigra Arnold), and Taurus cedar (Cedrus libani A. Rich.) in southern Turkey. | Turkish Journal of Agriculture and Forestry Turk J Agric For (2014) 38: 399-412 © TÜBİTAK doi:10.3906/tar-1304-115 http://journals.tubitak.gov.tr/agriculture/ Research Article Development of ecoregion-based height–diameter models for 3 economically important tree species of southern Turkey 1, 2 1 1 3 Ramazan ÖZÇELİK *, Hakkı YAVUZ , Yasin KARATEPE , Nevzat GÜRLEVİK , Rüstem KIRIŞ 1 Faculty of Forestry, Süleyman Demirel University, East Campus, Isparta, Turkey 2 Faculty of Forestry, Karadeniz Technical University, Trabzon, Turkey 3 Department of Forest Management and Planning, General Directorate of Forestry, Ankara, Turkey Received: 24.04.2013 Accepted: 12.09.2013 Published Online: 14.03.2014 Printed: 11.04.2014 Abstract: Seven different nonlinear height (h)–diameter (d) models were developed and compared for brutian pine (Pinus brutia Ten.), black pine (Pinus nigra Arnold), and Taurus cedar (Cedrus libani A.Rich.) in southern Turkey. Residual analysis was conducted to identify the error structure. A weighting factor of wi =1/d was found to be appropriate for achieving the equal error variance assumption. The performance of the models was compared and evaluated based on 6 statistical criteria and residual analysis. Results suggested that the Gompertz model was superior to the other models in terms of its predictive ability. These tree species were located throughout the Mediterranean region, covering a wide range of topographic and climatic conditions. It is well known that height–diameter relationships depend heavily on local environmental conditions. Differences in the height–diameter relationship among and between ecoregions were tested using the nonlinear extra sum of squares method. Test results suggested that height–diameter models significantly differed between ecoregions, indicating that ecoregion-based height–diameter models are needed for prediction purposes. The ecoregion-based height–diameter models developed in this study may provide more