应用生态学报2024，Vol.35Issue(6)：1474-1482,9.DOI:10.13287/j.1001-9332.202406.002
竞争对兴安落叶松天然林单木生物量模型预估精度的影响
Effect of competition on the prediction accuracy of individual tree biomass model for natural Larix gmelinii forests
摘要
Abstract
Quantifying the impact of competition on individual tree biomass and its distribution pattern can provide a basis for improving the prediction accuracy of forest biomass models.To accurately quantify the effects of competi-tion factors on individual biomass and its distribution,we constructed three different individual biomass models by using nonlinear coupling equations based on the biomass survey data of 50 Larix gmelinii from 18 plots of Pangu Forest Farm in Daxing'an Mountains.M-l was a traditional singly additive biomass model.M-2 and M-3 were models taking the distance dependent simple competition index(CI)and distance independent relative diameter(Rd)into account,respectively.Those models were used to reveal the influence of competition factors on the pre-diction accuracy and distribution pattern of single tree biomass model of L.gmelinii.The results showed that the ad-justed R2 of three additive models ranged from 0.694 to 0.974,mean prediction errors ranged from-0.017 to 0.021,and mean absolute errors ranged from 0.152 to 0.357.The introduction of Rd could improve the fitting degree and prediction accuracy of most biomass models,but CI did not affect the model fitting effect and prediction ability.Among the three models,M-3 model had the best performance,with good fitting degree and prediction accuracy of the biomass of each part,which could accurately estimate the single tree biomass of L.gmelinii.Further simulation results showed that the variation of biomass with DBH was mainly affected by CI and Rd grade,and the influence of Rd was stronger than CI.CI had greater influence on root and dry biomass,but less influence on branch and leaf biomass.Rd had a more significant effect on biomass of branch and leaf than on that of root and trunk.关键词
兴安落叶松/可加性模型/单木生物量/竞争Key words
Larix gmelinii/additivity model/single tree biomass/competition引用本文复制引用
王意,董灵波,史景宁..竞争对兴安落叶松天然林单木生物量模型预估精度的影响[J].应用生态学报,2024,35(6):1474-1482,9.基金项目
本文由"十四五"国家重点研发计划项目(2022YFD2200502)和黑龙江省头雁创新团队计划项目(森林资源高效培育技术研发团队)资助. （2022YFD2200502）
