贵州平坝柳杉人工林的广义非线性高径模型

IF 2.3 3区 环境科学与生态学 Q2 ECOLOGY Web Ecology Pub Date : 2018-02-20 DOI:10.5194/WE-18-29-2018
Zongzheng Chai, W. Tan, Yuanyuan Li, Lan Yan, Hongbo Yuan, Zhaojun Li
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引用次数: 9

摘要

摘要高度与直径(H-D)的关系是森林生长和产量模型的重要组成部分,更好地了解这种关系将改善森林监测、管理和生物量估算。对贵州省平河地区柳杉人工林1261棵树的H-D数据进行了16个非线性生长函数的拟合。在1261棵树中,随机选择80%的树用于模型校准,其余的树用于模型验证。通过多模型性能标准对所有模型进行评价和比较。尽管所有16个模型都显示出良好的拟合数据集,并且每个模型都占高度总变化的75%以上,但观察到渐近估计存在很大差异。Chapman-Richards、Weibull和Naslund模型被推荐用于c。由于它们具有令人满意的高度预测和生物学解释性。
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Generalized nonlinear height–diameter models for a Cryptomeria fortunei plantation in the Pingba region of Guizhou Province, China
Abstract. The relationship between height and diameter (H-D) is an important component in forest growth and yield models, and a better understanding of the relationship will improve forest monitoring, management, and biomass estimation. Sixteen nonlinear growth functions were fitted to H-D data for 1261 trees from a Cryptomeria fortunei plantation in the Pingba region of Guizhou Province, China. Of the 1261 trees, 80 % were randomly selected for model calibration, while the remaining trees were reserved for model validation. All models were evaluated and compared by means of multiple-model performance criteria. Although all 16 models showed a good fit to the dataset and each of them accounted for more than 75 % of the total variation in height, a large difference in asymptotic estimates was observed. The Chapman–Richards, Weibull, and Naslund models were recommended for C. fortunei plantations, due to their satisfactory height prediction and biological interpretability.
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来源期刊
Web Ecology
Web Ecology Agricultural and Biological Sciences-Ecology, Evolution, Behavior and Systematics
CiteScore
4.60
自引率
0.00%
发文量
6
审稿时长
17 weeks
期刊介绍: Web Ecology (WE) is an open-access journal issued by the European Ecological Federation (EEF) representing the ecological societies within Europe and associated members. Its special value is to serve as a publication forum for national ecological societies that do not maintain their own society journal. Web Ecology publishes papers from all fields of ecology without any geographic restriction. It is a forum to communicate results of experimental, theoretical, and descriptive studies of general interest to an international audience. Original contributions, short communications, and reviews on ecological research on all kinds of organisms and ecosystems are welcome as well as papers that express emerging ideas and concepts with a sound scientific background.
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