林业资源管理
林業資源管理
임업자원관리
FORESTRY RESOURCE MANAGEMENT
2014年
4期
58-61,66
,共5页
蔡会德%农胜奇%张伟%江锦峰%熊晓斐%刘峰
蔡會德%農勝奇%張偉%江錦峰%熊曉斐%劉峰
채회덕%농성기%장위%강금봉%웅효비%류봉
森林生物量%生物量模型%加权回归%根茎比%广西
森林生物量%生物量模型%加權迴歸%根莖比%廣西
삼림생물량%생물량모형%가권회귀%근경비%엄서
forest biomass%biomass equation%weighted regression%root-to-shoot ratio%Guangxi Province
在广西境内收集杉木、马尾松、桉树、硬阔类、软阔类等树种333株,按收获法进行生物量测定,分别树种采用W=c1×Dc2,W=c1×(D2 H)c2,W=c1×D c2×Hc3模型进行地上部分生物量拟合,并采用加权回归估计消除模型的异方差,利用部分有根部生物量测定的样本,分别树种建立地下与地上生物量回归模型,获得平均根茎比参数。结果表明:1)采用W=c1×Dc2×Hc3结构建立地上生物量模型,具有较高的精度;2)通过加权回归后,地上生物量模型精度略有降低,但模型稳定性增强;3)主要树种地上生物量模型的决定系数R2均达到0.93以上,总相对误差(TRE)和平均系统误差(MSE)均控制在±1%以内,平均预估精度基本在94%以上,结合平均根茎比参数,可在一定径级范围内用于广西主要树种生物量估测。
在廣西境內收集杉木、馬尾鬆、桉樹、硬闊類、軟闊類等樹種333株,按收穫法進行生物量測定,分彆樹種採用W=c1×Dc2,W=c1×(D2 H)c2,W=c1×D c2×Hc3模型進行地上部分生物量擬閤,併採用加權迴歸估計消除模型的異方差,利用部分有根部生物量測定的樣本,分彆樹種建立地下與地上生物量迴歸模型,穫得平均根莖比參數。結果錶明:1)採用W=c1×Dc2×Hc3結構建立地上生物量模型,具有較高的精度;2)通過加權迴歸後,地上生物量模型精度略有降低,但模型穩定性增彊;3)主要樹種地上生物量模型的決定繫數R2均達到0.93以上,總相對誤差(TRE)和平均繫統誤差(MSE)均控製在±1%以內,平均預估精度基本在94%以上,結閤平均根莖比參數,可在一定徑級範圍內用于廣西主要樹種生物量估測。
재엄서경내수집삼목、마미송、안수、경활류、연활류등수충333주,안수획법진행생물량측정,분별수충채용W=c1×Dc2,W=c1×(D2 H)c2,W=c1×D c2×Hc3모형진행지상부분생물량의합,병채용가권회귀고계소제모형적이방차,이용부분유근부생물량측정적양본,분별수충건입지하여지상생물량회귀모형,획득평균근경비삼수。결과표명:1)채용W=c1×Dc2×Hc3결구건입지상생물량모형,구유교고적정도;2)통과가권회귀후,지상생물량모형정도략유강저,단모형은정성증강;3)주요수충지상생물량모형적결정계수R2균체도0.93이상,총상대오차(TRE)화평균계통오차(MSE)균공제재±1%이내,평균예고정도기본재94%이상,결합평균근경비삼수,가재일정경급범위내용우엄서주요수충생물량고측。
A total of 333 trees from China fir,masson pine,eucalyptus,Hard broad-leaf and soft broad-leaved species growing in Guangxi province were collected and their biomass was measured by harvest method.Three equations,W=c1 ×Dc2 ,W=c1 ×(D2 H)×c2 and W=c1 ×Dc2 ×Hc3 ,were applied to a-bove-ground biomass (AGB)fitting of each tree-species group,and the heteroscedasticity of equations was eliminated by weighted-regression.Roots biomass of some tree samples were employed to model the e-quations of root-to-shoot ratios.The results showed that:(1 )the precision of AGB model based on W=c1 ×Dc2 ×Hc3 was higher;(2 )weighted regression slightly decreased the precision of AGB equations,but enhanced the stability of equations;(3 )determination coefficients of AGB equations were greater than 0.9 ,and the total relative error (TRE)and mean systematic error (MSE)were basically controlled with-in ± 1%,then the estimate precision of biomass equations was about 94%.Therefore,combing with the equations of root-to-shoot ratios,these above-ground biomass equations were suitable to estimate the bio-mass of the major tree species of Guangxi in a certain range of diameter at breast height (DBH)class.