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林业科学 ›› 2011, Vol. 47 ›› Issue (6): 77-87.doi: 10.11707/j.1001-7488.20110612

• 论文 • 上一篇    下一篇

落叶松云冷杉林矩阵生长模型及多目标经营模拟

向玮1, 雷相东1, 洪玲霞1, 孙建军2, 王培珍2   

  1. 1. 中国林业科学研究院资源信息研究所 北京 100091;2. 安徽工业大学电气信息学院 马鞍山 243032
  • 收稿日期:2009-08-20 修回日期:2009-09-27 出版日期:2011-06-25 发布日期:2011-06-25
  • 通讯作者: 雷相东

Matrix Growth Model and Harvest Scenario Simulation for Multiple Uses of Larch-Spruce-Fir Forests

Xiang Wei1, Lei Xiangdong1, Hong Lingxia1, Sun Jianjun2, Wang Peizhen2   

  1. 1. Research Institute of Forest Resources Information Techniques, CAF Beijing 100091;2. School of Electronic Information Engineering, Anhui University of Technology Ma'anshan 243032
  • Received:2009-08-20 Revised:2009-09-27 Online:2011-06-25 Published:2011-06-25

摘要:

以吉林省汪清林业局金沟岭林场落叶松云冷杉林为研究对象,利用20块样地4次5年间隔的调查数据,建立多树种(组)非线性矩阵生长模型。结果表明:影响进阶、枯损和进界概率的变量包括径阶中值、林分断面积、树种多样性、最小径阶株数和海拔。采用普通最小二乘法和似不相关回归对3个子模型参数进行估计,发现二者无显著差异。采用分树种组不同径阶的预测值和实际值进行卡方检验,结果表明模型可以用于该林分的生长预测。选用木材产量、树种和大小多样性、树木地上碳贮量作为经营目标,按采伐周期和采伐强度设计13种经营方案,利用建立的矩阵生长模型模拟不同经营方案50年的经营效果,发现3个目标下的最优采伐方案并不一致,即相互冲突,需要进行折衷。以相同权重构造综合目标,结果表明13种经营方案中,长周期(15年)低强度(5%)为最优方案,即可以满足对木材生产、保护多样性和增加碳贮量多目标的需要,这说明合理的经营可以实现森林的多个目标。矩阵生长模型可作为多目标森林经营决策的工具,也为我国东北林区落叶松云冷杉林的多目标经营提供了决策依据。

关键词: 落叶松云冷杉林, 矩阵生长模型, 树种和大小多样性, 地上碳贮量, 采伐方案

Abstract:

Multiple-species nonlinear matrix growth model was developed for larch-spruce-fir forests using 20 long-term permanent plots with 5-year period observations in Jingouling Forest Farm, Wangqing Forestry Bureau, Jilin Province, northeastern China. We found that mortality, upgrowth and ingrowth probability was significantly affected by medium of diameter class, stand basal area, biodiversity in terms of tree species and size, number of trees in minimum diameter class and elevation. The parameters of upgrowth, mortality and ingrowth models are estimated through ordinary least square(OLS) method and seemingly unrelated linear regression(SUR), but the differences in parameter estimate values between them were not significant. The model was validated in short term by comparing the observed with predicted number of trees in each diameter class and species group, and was statistically reasonable and subsequently was applied to predict timber yield, tree species diversity, tree size diversity, and aboveground carbon storage under 13 management scenarios in 50 years. The three single objectives are contradictory and should be compromised with the framework of multiple use management. The simulation results showed that the scenario with long cutting cycle(15 years)and low intensity(5 percent volume) could meet the needs of timber yield, protecting biodiversity and increasing carbon stock simultaneously. The simulation demonstrated that multiple objectives could be realized through reasonable forest management, and matrix model is a valuable tool for simulations of forest management scenarios.

Key words: larch-spruce-fir forests, matrix growth model, tree species and size diversity, above-ground carbon storage, harvest scenario

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