开发混合效应的高度-直径模型,使用树和环境因素,用于中国北部混合森林
Yaxiong Zheng1,2, Yongjie Yue1,2, Runhong Gao1,2
1College of Forestry, Inner Mongolia Agricultural University, Hohhot, China.
iScience
|January 19, 2026
概括
准确估计树木生物质和碳储存需要了解树木高度-直径关系. 环境因素和物种多样性显著影响了这种全米缩放,需要敏感的森林管理模型.
科学领域:
- 森林生态 森林生态
- 一个全度测量法.
- 量化林业 量化林业是什么
背景情况:
- 树的高度 (H) - 胸高 (D) 的直径等比关系对于森林生物质和碳库存估计至关重要.
- 众所周知,环境因素和物种多样性会影响H-D关系,但在模型开发中经常被忽视.
研究的目的:
- 开发一个环境敏感的非线性混合效应模型,用于H-D关系在Hulunbuir混合森林.
- 为了研究立体属性,土壤特性,气候和物种多样性对H-D缩放的影响.
主要方法:
- 收集了来自中国内蒙古99个森林地块的数据.
- 开发了一个非线性混合效应模型,其中包含了立场级,土壤,气候和多样性变量.
- 使用随机组件考虑了情节和物种层面的变化.
主要成果:
- 平方平均直径,基底面积 (BAL),辛普森多样性指数 (SIM),平均年降水量 (MAP) 和土壤有机碳显著影响了H-D关系.
- 与BAL和MAP一起,身高增长有所增加,但随着SIM的增加而下降.
- 发现物种特征和环境因素共同影响H-D缩放.
结论:
- 开发的模型通过整合环境敏感性,提供了更准确的树木尺寸估计.
- 结果支持适应性森林管理策略,以应对环境变化.
- 强调在全米建模中考虑物种多样性和环境因素的重要性.
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