Can random components explain differences in the height–diameter relationship in mixed uneven-aged stands?

作者: Felipe Crecente-Campo , José Javier Corral-Rivas , Benedicto Vargas-Larreta , Christian Wehenkel

DOI: 10.1007/S13595-013-0332-6

关键词:

摘要: Tree height prediction is an important issue in forest management since tree heights are usually measured only a sample of trees. Although numerous model approaches have been used for this purpose, no agreement on which one more appropriate has achieved. To analyse the random effects basic and generalised height–diameter (h–d) models fitted to multi-species uneven-aged stands, establish their ability explain differences between ecoregions, plots species. Height diameter measurements 29,084 trees from 187 located state Durango (Mexico) were used. Basic h–d mixed-models framework. The variability species was considered definition. Model calibration different sampling designs sizes also analysed. Random components performed well explaining relationship species; however, significant variance found ecoregions. A calibrated produced similar results fixed-effects when sufficiently large number process. From practical point view, if carried out, should be species, so that at least variation among captured.

参考文章(50)
Edward F. Vonesh, Vernun M. Chinchilli, Linear and Nonlinear Models for the Analysis of Repeated Measurements ,(1996)
Daniel B. Hall, Robert L. Bailey, Modeling and Prediction of Forest Growth Variables Based on Multilevel Nonlinear Mixed Models Forest Science. ,vol. 47, pp. 311- 321 ,(2001) , 10.1093/FORESTSCIENCE/47.3.311
Ramon C Littell, Walter W. Stroup, George A. Milliken, Russell D. Wolfinger, Oliver Schabenberger, SAS for Mixed Models ,(2018)
Douglas M. Bates, Josae C. Pinheiro, Mixed-Effects Models in S and S-PLUS ,(2000)
Guillermo Trincado, Curtis L. VanderSchaaf, Harold E. Burkhart, Regional mixed-effects height–diameter models for loblolly pine (Pinus taeda L.) plantations European Journal of Forest Research. ,vol. 126, pp. 253- 262 ,(2007) , 10.1007/S10342-006-0141-7
Christopher A. Thoms, David R. Betters, The potential for ecosystem management in Mexico's forest ejidos Forest Ecology and Management. ,vol. 103, pp. 149- 157 ,(1998) , 10.1016/S0378-1127(97)00184-9
LUDWIG VON BERTALANFFY, Problems of organic growth. Nature. ,vol. 163, pp. 156- 158 ,(1949) , 10.1038/163156A0
R. C. Yang, A. Kozak, J. H. G. Smith, The potential of Weibull-type functions as flexible growth curves Canadian Journal of Forest Research. ,vol. 8, pp. 424- 431 ,(1978) , 10.1139/X78-062
Mary J. Lindstrom, Douglas M. Bates, Nonlinear Mixed Effects Models for Repeated Measures Data Biometrics. ,vol. 46, pp. 673- 687 ,(1990) , 10.2307/2532087
Marie Davidian, David M. Giltinan, Some general estimation methods for nonlinear mixed-effects model Journal of Biopharmaceutical Statistics. ,vol. 3, pp. 23- 55 ,(1993) , 10.1080/10543409308835047