首页|色季拉山冷杉林下灌丛生物量模型构建与优化

色季拉山冷杉林下灌丛生物量模型构建与优化

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灌木生物量模型因地域、物种等因素影响,存在局限性等问题,以藏东南色季拉山海拔3800 m冷杉林下灌木层的取样分析为基础,以林下灌木生物量模型建立过程中自变量和模型形式对模型拟合效果影响,力求通过优化灌木生物量模型,为冷杉林下灌木层生物量模型建立提供理论依据.根据模型自变量相关性分析,结合模型形式,建立并优化了地上、地下和全株三部分生物量模型,根据评价指标结果,模型具有可适用性.结果表明:生物量模型形式有以下两种:M=a+bx+cx2+dx3+ex4,模型自变量以D2H、冠幅面积(S)、DH、基径(D)依次排序;M=a+bx+ca,自变量按冠幅面积(S)、DH、基径(D)、D2H依次排序.模型优化后模型R2在70.0%~90.0%,估计值的标准差(SEE)在2 kg以下,平均百分标准误差(MPSE)在26.0%~29.0%,平均预估误差(MPE)低于10%,符合灌木生物量模型的评价标准,达到实际应用的精度和稳定性.
Model Construction and Optimization of Abies fabri Scrub Biomass in the Sedera Mountains
Shrub biomass model has limitations and other problems due to the influence of factors such as geogra-phy,species,etc.Based on the sampling analysis of the understory shrub layer of Abies fabri forests at an altitude of 3800m in Sertila Mountain,Southeast Tibet,this paper seeks to provide a theoretical basis for the establishment of the biomass model of the understory shrub layer of Abies fabri forests by optimizing the shrub biomass model with the influence of the independent variables and the form of the model on the model-fitting effect in the process of the establishment of the understory shrub biomass model.In this paper,according to the correlation a-nalysis of model independent variables,combined with the model form,three-part biomass model for aboveground,belowground and whole plant are established and optimized according to the results of evaluation indexes.The model has applicability.The biomass model form:M=a+bx+cx2+dx3+ex4.The model independ-ent variables are ordered in order of D2H,crown area(S),DH,and basal diameter(D);M=a+bx+cx,and the in-dependent variables are ordered in order of S,DH,D,D2 H in order.After model optimization,the model R2 was in the range of 70.0%~90.0%;the standard error of the estimate(SEE)was below 2 kg;the mean percentage stand-ard error(MPSE)was between 26.0%~29.0%,and the mean prediction error(MPE)was below 10%,which meets the evaluation criteria of shrub biomass models and achieves a certain degree of accuracy and stability in practical applications.

shrub biomasscompatibilitySertra Mountainsbiomass model

刘昌胜、罗大庆

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西藏农牧学院高原生态研究所/西藏林芝高山森林生态系统国家野外科学观测研究站/林芝生态监测站/西藏高原森林生态教育部重点实验室,西藏林芝 860000

灌木生物量 相容性 色季拉山 生物量模型

西藏自治区研究生教育创新与学科建设项目西藏自治区研究生教育创新与学科建设项目西藏自治区研究生教育创新与学科建设项目

藏财预指2022-1号533322001YJS2022-16

2024

绿色科技
花木盆景杂志社

绿色科技

影响因子:0.365
ISSN:1674-9944
年,卷(期):2024.26(4)
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