Ecology and Environmental Sciences ›› 2026, Vol. 35 ›› Issue (2): 199-208.DOI: 10.16258/j.cnki.1674-5906.2026.02.004
• Research Article [Ecology] • Previous Articles Next Articles
TONG Wei1(
), CHU Xiaoyan2, TONG Zhipeng3, WU Wenxiao2, WU Jiasen1,*(
)
Received:2025-07-16
Revised:2025-11-15
Accepted:2025-12-09
Online:2026-02-18
Published:2026-02-09
Contact:
WU Jiasen
童玮1(
), 储晓燕2, 童志鹏3, 吴文骁2, 吴家森1,*(
)
通讯作者:
吴家森
作者简介:童玮(1999年生),女,硕士研究生,主要从事资源利用与植物保护研究。E-mail: 1051311136@qq.com
基金资助:CLC Number:
TONG Wei, CHU Xiaoyan, TONG Zhipeng, WU Wenxiao, WU Jiasen. A Study on the Succession Patterns of Evergreen and Deciduous Mixed Forests Based on Niche and Random Forest[J]. Ecology and Environmental Sciences, 2026, 35(2): 199-208.
童玮, 储晓燕, 童志鹏, 吴文骁, 吴家森. 基于生态位和随机森林的常绿落叶混交林演替规律研究[J]. 生态环境学报, 2026, 35(2): 199-208.
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URL: https://www.jeesci.com/EN/10.16258/j.cnki.1674-5906.2026.02.004
| 样地号 | 类型 | 海拔/m | 群落类型 | 样地面积/m2 | 经度/° | 纬度/° | 郁闭度 | 优势物种 |
|---|---|---|---|---|---|---|---|---|
| 1 | 天然林 | 126.8 | 常绿落叶混交林 | 10000 | 119.551919 | 29.615047 | 0.75 | 枫香树Liquidambar formosana |
| 2 | 天然林 | 251.0 | 常绿落叶混交林 | 400 | 119.131376 | 29.439467 | 0.76 | 水杉Metasequoia glyptostroboides |
| 3 | 天然林 | 256.6 | 常绿落叶混交林 | 400 | 119.131764 | 29.439183 | 0.76 | 枫香树Liquidambar formosana |
| 4 | 天然林 | 60.1 | 常绿落叶混交林 | 400 | 119.552923 | 29.612075 | 0.82 | 浙江楠Phoebe chekiangensis |
| 5 | 天然林 | 50.3 | 常绿落叶混交林 | 400 | 119.552950 | 29.612458 | 0.84 | 枫香树Liquidambar formosana |
| 6 | 天然林 | 62.7 | 常绿落叶混交林 | 400 | 119.412834 | 29.535873 | 0.78 | 板栗Castanea mollissima |
| 7 | 天然林 | 71.5 | 常绿落叶混交林 | 400 | 119.412802 | 29.535930 | 0.84 | 檵木Loropetalum chinense |
| 8 | 天然林 | 60.6 | 常绿落叶混交林 | 400 | 119.396718 | 29.524119 | 0.77 | 香樟Camphora officinarum |
| 9 | 天然林 | 80.2 | 常绿落叶混交林 | 400 | 119.396010 | 29.523443 | 0.70 | 香樟Camphora officinarum |
Table 1 Basic information of the mixed evergreen and deciduous forest community plots in the study area
| 样地号 | 类型 | 海拔/m | 群落类型 | 样地面积/m2 | 经度/° | 纬度/° | 郁闭度 | 优势物种 |
|---|---|---|---|---|---|---|---|---|
| 1 | 天然林 | 126.8 | 常绿落叶混交林 | 10000 | 119.551919 | 29.615047 | 0.75 | 枫香树Liquidambar formosana |
| 2 | 天然林 | 251.0 | 常绿落叶混交林 | 400 | 119.131376 | 29.439467 | 0.76 | 水杉Metasequoia glyptostroboides |
| 3 | 天然林 | 256.6 | 常绿落叶混交林 | 400 | 119.131764 | 29.439183 | 0.76 | 枫香树Liquidambar formosana |
| 4 | 天然林 | 60.1 | 常绿落叶混交林 | 400 | 119.552923 | 29.612075 | 0.82 | 浙江楠Phoebe chekiangensis |
| 5 | 天然林 | 50.3 | 常绿落叶混交林 | 400 | 119.552950 | 29.612458 | 0.84 | 枫香树Liquidambar formosana |
| 6 | 天然林 | 62.7 | 常绿落叶混交林 | 400 | 119.412834 | 29.535873 | 0.78 | 板栗Castanea mollissima |
| 7 | 天然林 | 71.5 | 常绿落叶混交林 | 400 | 119.412802 | 29.535930 | 0.84 | 檵木Loropetalum chinense |
| 8 | 天然林 | 60.6 | 常绿落叶混交林 | 400 | 119.396718 | 29.524119 | 0.77 | 香樟Camphora officinarum |
| 9 | 天然林 | 80.2 | 常绿落叶混交林 | 400 | 119.396010 | 29.523443 | 0.70 | 香樟Camphora officinarum |
| 模型调优参数 | sp1数量 | sp1胸径 | sp1高度 | sp2数量 | sp2胸径 | sp2高度 | sp4数量 | sp4胸径 | sp4高度 | sp5数量 | sp5胸径 | sp5高度 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 最佳特征变量数 | 2 | 1 | 1 | 2 | 60 | 60 | 4 | 2 | 2 | 60 | 8 | 2 |
| 均方根误差 | 2.86 | 6.57 | 3.85 | 4.21 | 2.9 | 2.7 | 3.98 | 7.13 | 4.59 | 2.35 | 7.67 | 4.08 |
| 决定系数 | 0.5 | 0.5 | 0.54 | 0.45 | 0.67 | 0.66 | 0.59 | 0.45 | 0.43 | 0.55 | 0.57 | 0.58 |
Table 2 Cross-validation tuning results of the random forest models for dominant tree species
| 模型调优参数 | sp1数量 | sp1胸径 | sp1高度 | sp2数量 | sp2胸径 | sp2高度 | sp4数量 | sp4胸径 | sp4高度 | sp5数量 | sp5胸径 | sp5高度 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 最佳特征变量数 | 2 | 1 | 1 | 2 | 60 | 60 | 4 | 2 | 2 | 60 | 8 | 2 |
| 均方根误差 | 2.86 | 6.57 | 3.85 | 4.21 | 2.9 | 2.7 | 3.98 | 7.13 | 4.59 | 2.35 | 7.67 | 4.08 |
| 决定系数 | 0.5 | 0.5 | 0.54 | 0.45 | 0.67 | 0.66 | 0.59 | 0.45 | 0.43 | 0.55 | 0.57 | 0.58 |
| 编号 | 物种 | 株树 | 平均树高/m | 平均胸径/cm | 分布频数 | 重要值/% | 生态位宽度 | |
|---|---|---|---|---|---|---|---|---|
| BL | BS | |||||||
| sp1 | 枫香树Liquidambar formosana | 129 | 10.78 | 17.42 | 28 | 18.16 | 19.79 | 3.13 |
| sp2 | 黄檀Dalbergia hupeana | 145 | 7.19 | 8.02 | 24 | 8.89 | 15.54 | 2.93 |
| sp3 | 檵木Loropetalum chinense | 174 | 5.21 | 6.42 | 22 | 8.86 | 13.28 | 2.77 |
| sp4 | 杉木Cunninghamia lanceolata | 90 | 9.01 | 12.81 | 13 | 7.11 | 8.49 | 2.28 |
| sp5 | 苦槠Castanopsis sclerophylla | 61 | 8.49 | 14.40 | 17 | 4.43 | 8.63 | 2.41 |
| sp6 | 乌楣栲Castanopsis jucunda | 60 | 8.46 | 14.35 | 12 | 4.31 | 7.32 | 2.17 |
| sp7 | 木蜡树Toxicodendron sylvestre | 78 | 7.15 | 8.06 | 22 | 4.00 | 16.81 | 2.93 |
| sp8 | 微毛柃Eurya hebeclados | 102 | 4.44 | 4.48 | 21 | 3.76 | 12.88 | 2.74 |
| sp9 | 青冈栎Quercus glauca | 55 | 8.23 | 10.92 | 15 | 3.17 | 8.43 | 2.40 |
| sp10 | 香樟Camphora officinarum | 34 | 11.19 | 22.40 | 11 | 3.07 | 6.72 | 2.09 |
| sp11 | 板栗Castanea mollissima | 36 | 10.72 | 20.10 | 7 | 2.99 | 4.05 | 1.62 |
| sp12 | 山合欢Albizia kalkora | 42 | 8.40 | 11.47 | 16 | 2.34 | 8.17 | 2.42 |
| sp13 | 白栎Quercus fabri | 42 | 6.85 | 8.55 | 12 | 1.92 | 5.28 | 2.00 |
| sp14 | 麻栎Quercus acutissima | 22 | 11.25 | 22.07 | 10 | 1.66 | 8.34 | 2.20 |
| sp15 | 秀丽槭Acer elegantulum | 28 | 8.01 | 16.31 | 5 | 1.66 | 2.82 | 1.22 |
| sp16 | 山矾Symplocos sumuntia | 45 | 4.93 | 5.17 | 13 | 1.63 | 4.88 | 2.03 |
| sp17 | 黄山栾树Koelreuteria bipinnata var. integrifoliola | 28 | 8.61 | 10.55 | 5 | 1.42 | 4.61 | 1.57 |
| sp18 | 水杉Metasequoia glyptostroboides | 15 | 14.13 | 30.46 | 2 | 1.37 | 1.64 | 0.58 |
| sp19 | 化香树Platycarya strobilacea | 20 | 10.85 | 16.22 | 6 | 1.24 | 3.39 | 1.44 |
| Sp20 | 榉树Zelkova serrata | 35 | 4.05 | 3.63 | 9 | 1.12 | 6.48 | 2.00 |
| Sp21 | 山胡椒Lindera glauca | 27 | 5.77 | 5.79 | 8 | 1.02 | 5.93 | 1.90 |
Table 3 Importance values and niche widths of dominant tree species
| 编号 | 物种 | 株树 | 平均树高/m | 平均胸径/cm | 分布频数 | 重要值/% | 生态位宽度 | |
|---|---|---|---|---|---|---|---|---|
| BL | BS | |||||||
| sp1 | 枫香树Liquidambar formosana | 129 | 10.78 | 17.42 | 28 | 18.16 | 19.79 | 3.13 |
| sp2 | 黄檀Dalbergia hupeana | 145 | 7.19 | 8.02 | 24 | 8.89 | 15.54 | 2.93 |
| sp3 | 檵木Loropetalum chinense | 174 | 5.21 | 6.42 | 22 | 8.86 | 13.28 | 2.77 |
| sp4 | 杉木Cunninghamia lanceolata | 90 | 9.01 | 12.81 | 13 | 7.11 | 8.49 | 2.28 |
| sp5 | 苦槠Castanopsis sclerophylla | 61 | 8.49 | 14.40 | 17 | 4.43 | 8.63 | 2.41 |
| sp6 | 乌楣栲Castanopsis jucunda | 60 | 8.46 | 14.35 | 12 | 4.31 | 7.32 | 2.17 |
| sp7 | 木蜡树Toxicodendron sylvestre | 78 | 7.15 | 8.06 | 22 | 4.00 | 16.81 | 2.93 |
| sp8 | 微毛柃Eurya hebeclados | 102 | 4.44 | 4.48 | 21 | 3.76 | 12.88 | 2.74 |
| sp9 | 青冈栎Quercus glauca | 55 | 8.23 | 10.92 | 15 | 3.17 | 8.43 | 2.40 |
| sp10 | 香樟Camphora officinarum | 34 | 11.19 | 22.40 | 11 | 3.07 | 6.72 | 2.09 |
| sp11 | 板栗Castanea mollissima | 36 | 10.72 | 20.10 | 7 | 2.99 | 4.05 | 1.62 |
| sp12 | 山合欢Albizia kalkora | 42 | 8.40 | 11.47 | 16 | 2.34 | 8.17 | 2.42 |
| sp13 | 白栎Quercus fabri | 42 | 6.85 | 8.55 | 12 | 1.92 | 5.28 | 2.00 |
| sp14 | 麻栎Quercus acutissima | 22 | 11.25 | 22.07 | 10 | 1.66 | 8.34 | 2.20 |
| sp15 | 秀丽槭Acer elegantulum | 28 | 8.01 | 16.31 | 5 | 1.66 | 2.82 | 1.22 |
| sp16 | 山矾Symplocos sumuntia | 45 | 4.93 | 5.17 | 13 | 1.63 | 4.88 | 2.03 |
| sp17 | 黄山栾树Koelreuteria bipinnata var. integrifoliola | 28 | 8.61 | 10.55 | 5 | 1.42 | 4.61 | 1.57 |
| sp18 | 水杉Metasequoia glyptostroboides | 15 | 14.13 | 30.46 | 2 | 1.37 | 1.64 | 0.58 |
| sp19 | 化香树Platycarya strobilacea | 20 | 10.85 | 16.22 | 6 | 1.24 | 3.39 | 1.44 |
| Sp20 | 榉树Zelkova serrata | 35 | 4.05 | 3.63 | 9 | 1.12 | 6.48 | 2.00 |
| Sp21 | 山胡椒Lindera glauca | 27 | 5.77 | 5.79 | 8 | 1.02 | 5.93 | 1.90 |
| 群落 | 方差比率(RV) | 检验统计量(W) | 卡方临界值(0.95,32) | 卡方临界值(0.05,32) | 检验结果 |
|---|---|---|---|---|---|
| 优势树种 | 2.08 | 68.68 | 18.49 | 43.77 | 显著正联结 |
Table 4 Overall correlation of dominant tree species
| 群落 | 方差比率(RV) | 检验统计量(W) | 卡方临界值(0.95,32) | 卡方临界值(0.05,32) | 检验结果 |
|---|---|---|---|---|---|
| 优势树种 | 2.08 | 68.68 | 18.49 | 43.77 | 显著正联结 |
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