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

Authors : Ramazan ÖZÇELİK, Hakkı YAVUZ, Yasin KARATEPE, Nevzat GÜRLEVİK, Rüstem KIRIŞ

Pages : 399-412

Doi:10.3906/kim-1303-55

View : 28 | Download : 8

Publication Date : 2014-06-01

Article Type : Research Paper

Abstract :Seven different nonlinear height insert ignore into journalissuearticles values(h);-diameter insert ignore into journalissuearticles values(d); models were developed and compared for brutian pine insert ignore into journalissuearticles values(Pinus brutia Ten.);, black pine insert ignore into journalissuearticles values(Pinus nigra Arnold);, and Taurus cedar insert ignore into journalissuearticles values(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 accurate information for developing forest growth and yield models.
Keywords : Key words Height diameter model, ecoregion, Gompertz model, forest management