林业科学 ›› 2026, Vol. 62 ›› Issue (5): 151-167.doi: 10.11707/j.1001-7488.LYKX20250335
田明华1,陈姝橦2,国锦华1,*(
),孟玲利1,3,杜磊4,刘诚1
收稿日期:2025-05-27
修回日期:2025-06-26
出版日期:2026-05-10
发布日期:2026-05-12
通讯作者:
国锦华
E-mail:15201691090@163.com
基金资助:
Minghua Tian1,Shutong Chen2,Jinhua Guo1,*(
),Lingli Meng1,3,Lei Du4,Cheng Liu1
Received:2025-05-27
Revised:2025-06-26
Online:2026-05-10
Published:2026-05-12
Contact:
Jinhua Guo
E-mail:15201691090@163.com
摘要:
目的: 中国作为世界第一大木材进口国,常被指责为“毁林的罪魁祸首”和“世界森林资源的黑洞”。厘清中国木材进口与进口来源国木材生产以及毁林之间的关系,并通过实证研究回应相关指责。方法: 在利用构建的理论逻辑链逐一分析中国木材进口和毁林之间的相邻节点联系基础上,基于2003—2022年37个国家相关数据,运用面板数据模型实证研究中国木材进口对进口来源国原木产出的影响。结果: 1) 毁林指责在理论逻辑链的每一个环节均存在不确定性,难以推论中国木材进口应对世界森林资源破坏承担责任,即使存在部分责任,责任也很小。2) 中国木材进口对进口来源国原木产出有显著正向影响,但影响程度很小,即当中国自进口来源国的木材进口增加1%时,进口来源国原木产出仅增加0.070%,中国木材进口所对应的潜在毁林责任微弱,所谓毁林的指责不成立,稳健性检验、内生性分析均证实结论成立,有力驳斥了所谓毁林的指责。3) 2003—2007年,中国木材进口对进口来源国原木产出无显著影响,2008—2019年、2020—2022年虽有显著正向影响,但影响程度逐期减小;中国自木材出口中、高依存度的国家进口木材对进口来源国原木产出的影响显著为正,影响程度分别为0.089、0.084,但在木材出口低依存度的国家无显著影响;中国自经济规模较小的国家进口木材对进口来源国原木产出有显著正向影响,影响程度为0.098,但在经济规模中等、较大的国家无显著影响;中国自中、低收入国家进口木材对进口来源国原木产出有显著正向影响,影响程度为0.084,但在高收入国家无显著影响;中国非热带材进口对进口来源国的原木产出有显著正向影响,影响程度为0.022,但热带材进口影响程度为0.194。异质性分析也证明所谓毁林的指责不成立。4) 与中国签有自由贸易协定在中国木材进口与进口来源国原木产出之间起正向调节作用,进口来源国货币相对人民币汇率的调节作用较弱。结论: 积极回应国际社会的指责,适时调整“大进大出”的林产品贸易模式,重视国内森林资源培育与林产品市场的开发,调整木材进口来源结构,优化FTA中关于森林可持续经营的环境条款,推动木材合法性验证、森林认证进程和规范企业境外森林经营,促进海外森林可持续发展。
中图分类号:
田明华,陈姝橦,国锦华,孟玲利,杜磊,刘诚. 中国木材进口对世界森林资源的影响——基于对进口来源国原木产出的实证分析[J]. 林业科学, 2026, 62(5): 151-167.
Minghua Tian,Shutong Chen,Jinhua Guo,Lingli Meng,Lei Du,Cheng Liu. Impact of China’s Wood Imports on Foreign Forest Resources: An Empirical Analysis Based on the Wood Production in Source Countries[J]. Scientia Silvae Sinicae, 2026, 62(5): 151-167.
表1
样本国家及2022年中国自样本国家木材进口量①"
| 国家 Country | 国家 类型 Types | 中国 进口 China’s imports | 国家 Country | 国家 类型 Types | 中国 进口 China’s imports | 国家 Country | 国家 类型 Types | 中国 进口 China’s imports | 国家 Country | 国家 类型 Types | 中国 进口 China’s imports | |||
| 俄罗斯Russia | ▼ ▲ | 巴西Brazil | ▲● | 99.69 | 赤道几内亚 Equatorial Guinea | ▼■▲● | 39.90 | 波黑Bosnia and Herzegovina | ▼■▲ | 15.46 | ||||
| 新西兰New Zealand | ▼ | 加蓬Gabon | ▼■▲● | 92.83 | 智利Chile | 39.44 | 缅甸Myanmar | ▼■▲● | 15.24 | |||||
| 德国Germany | ▼ | 601.37 | 瑞典Sweden | 91.83 | 南非South Africa | ▲ | 38.96 | 印度尼西亚Indonesia | ▲● | 14.32 | ||||
| 美国USA | 329.24 | 捷克Czech | ▼ | 80.93 | 斯洛伐克Slovakia | ▼■ | 36.96 | 玻利维亚Bolivia | ■▲● | 9.47 | ||||
| 加拿大Canada | ▼ | 295.33 | 拉脱维亚Latvia | ▼■ | 79.62 | 罗马尼亚Romania | 36.71 | 越南Vietnam | ▲● | 9.32 | ||||
| 巴布亚新几内亚 Papua New Guinea | ▼■▲● | 240.70 | 乌拉圭Uruguay | ■ | 78.06 | 丹麦Denmark | ▼ | 33.55 | 中非Central African Republic | ▼■▲● | 6.96 | |||
| 所罗门群岛 Solomon Islands | ▼■▲● | 124.49 | 喀麦隆 Cameroon | ▼■▲● | 73.08 | 乌克兰Ukraine | ▼■▲ | 26.43 | 澳大利亚Australia | 1.34 | ||||
| 法国France | 120.78 | 菲律宾Philippines | ▲● | 62.96 | 马来西亚Malaysia | ▼ ▲● | 19.21 | |||||||
| 日本Japan | 117.48 | 波兰Poland | 55.97 | 老挝Laos | ▼■▲● | 16.76 | ||||||||
| 芬兰Finland | 115.42 | 刚果(布)Congo (Brazzaville) | ▼■▲● | 48.40 | 阿根廷Argentina | ▲● | 16.67 |
表2
变量说明及预期方向"
| 变量类型 Variables type | 变量符号 Variable symbol | 变量名称 Variables name | 度量和处理方式 Measurement and processing methods | 预期方向 Expected direction |
| 被解释变量 Explained variable | lnY | 进口来源国原木产量 Log output in source country | 进口来源国工业用原木产量,取对数 Logarithmic units of industrial log output in source country | / |
| 核心解释变量 Core explanatory variable | lnI | 中国自进口来源国的木材进口量 China's wood import from source country | 中国自进口来源国木材进口量,取对数 Logarithmic units of China's wood import from source country | + |
| 控制变量 Controlled variables | FR | 进口来源国森林租金 Forest rent in source country | 进口来源国森林租金占GDP比率 Ratio of forest rent to GDP in source country (%) | + |
| lnGDP | 进口来源国GDP Source country GDP | 进口来源国GDP(2015年美元不变价),取对数 Logarithmic units of source country GDP (constant price of 2015 US $) | + | |
| lnPGDP | 进口来源国人均GDP Source country GDP Per capita | 进口来源国人均GDP(2015年美元不变价),取对数 Logarithmic units of source country GDP per capita (constant price of 2015 US $) | + | |
| lnP | 进口来源国木材出口平均价格 Source country average wood export price | 进口来源国木材出口金额/出口量,取对数 Logarithmic units of the unit value of wood export from source country | + | |
| lnD | 中国与进口来源国的距离成本 Distance cost between China and source country | 中国与进口来源国地理距离×国际原油价格,取对数 Logarithmic units of the interaction between geographical distance and international crude oil price | ﹣ | |
| 调节变量 Adjustment variables | FTA | 是否签有自由贸易协定 FTA signed or not | FTA正式生效取1,否则取0 The variable takes1 if FTA officially takes effect, otherwise takes 0 | + |
| ER | 进口来源国货币相对人民币汇率 Bilateral exchange rate (RMB per unit of source currency) | 进口来源国货币兑美元汇率与人民币兑美元汇率的比值 Ratio of the exchange rate of the currency of the importing country against USD to the exchange rate of the RMB against USD | ﹣ |
表3
变量的描述性统计"
| 变量 Variables | 样本量 Sample size | 平均值 Mean | 标准差 Standard deviation | 最小值 Min. | 中位数 Median | 最大值 Max. |
| lnY | 740 | 16.270 | 1.626 | 13.039 | 16.369 | 19.762 |
| lnI | 740 | 12.523 | 2.155 | 6.516 | 12.875 | 16.969 |
| FR | 740 | 1.627 | 3.096 | 0.010 | 0.473 | 18.395 |
| lnGDP | 740 | 25.747 | 2.137 | 20.816 | 26.023 | 30.538 |
| lnPGDP | 740 | 9.038 | 1.309 | 5.989 | 9.142 | 10.959 |
| lnP | 740 | 5.420 | 0.486 | 4.315 | 5.343 | 6.922 |
| lnD | 740 | 13.148 | 0.672 | 11.425 | 13.179 | 14.549 |
| FTA | 740 | 0.204 | 0.403 | 0 | 0 | 1 |
| ER | 740 | 2.408 | 3.149 | 0.000 | 0.952 | 12.891 |
表5
稳健性检验结果"
| 变量 Variables | (1) | (2) | (3) |
| 替换被解释变量与核心解释变量 Replacing the dependent variable and the core interpretation variable | 剔除异常 数据 Removing outliers | 排除宏观系统性风险因素 Excluding macroeconomic systemic risk factors | |
| Y' | lnY | lnY | |
| I' or lnI | 0.024*** | 0.070*** | 0.089*** |
| (3.26) | (2.93) | (3.05) | |
| FR | 0.012 | 0.104*** | 0.119*** |
| (1.20) | (5.45) | (6.32) | |
| lnGDP | 0.023 | 1.295*** | 1.413*** |
| (0.41) | (3.65) | (4.33) | |
| lnPGDP | ?0.046 | ?0.576 | ?0.507 |
| (?1.29) | (?1.35) | (?1.26) | |
| lnP | 0.016 | 0.119 | 0.144 |
| (0.90) | (1.28) | (1.47) | |
| lnD | ?0.054** | ?1.214*** | ?1.058*** |
| (?2.64) | (?3.01) | (?3.34) | |
| 常数项Constant | 1.085 | 1.612 | ?4.368 |
| (1.31) | (0.23) | (?0.68) | |
| 国家固定 Country fixed | 是Yes | 是Yes | 是Yes |
| 年份固定 Time fixed | 是Yes | 是Yes | 是Yes |
| N | 703 | 700 | 555 |
| 调整后R2 Adj.R2 | 0.152 | 0.461 | 0.487 |
表6
内生性检验结果"
| 变量 Variables | (1) | (2) |
| 第一阶段First stage | 第二阶段Second stage | |
| lnI | lnY | |
| ln? | 0.079** | |
| (2.46) | ||
| L3.lnI | 0.415*** | |
| (5.67) | ||
| FR | 0.073 | 0.084*** |
| (1.00) | (3.06) | |
| lnGDP | ?3.796*** | 1.245*** |
| (?3.36) | (3.08) | |
| lnPGDP | 3.288*** | ?0.775 |
| (3.51) | (?1.35) | |
| lnP | ?1.869*** | 0.122 |
| (?4.43) | (1.18) | |
| lnD | 4.307 | ?0.205 |
| (0.94) | (?0.95) | |
| 常数项Constant | 28.061 | ?1.049 |
| (0.40) | (?0.23) | |
| 国家固定Country fixed | 是Yes | 是Yes |
| 年份固定Time fixed | 是Yes | 是Yes |
| N | 629 | 629 |
| 调整后R2 Adj.R2 | 0.666 | 0.346 |
表7
不同时期、不同类型国家的异质性分析①"
| 变量 Variables | (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | (10) | (11) | (12) | (13) |
| 2003— 2007年 From 2003 to 2007 | 2008— 2019年 From 2008 to 2019 | 2020— 2022年 From 2020 to 2022 | 低依存度 Low dependence | 中依存度 Medium dependence | 高依存度 High dependence | 规模 较大 Large size | 规模 中等 Medium size | 规模 较小 Small size | 高收入 High income | 中、低 收入 Middle- & low-income | 非热带 Non-tropical | 热带 Tropical | |
| lnY | lnY | lnY | lnY | lnY | lnY | lnY | lnY | lnY | lnY | lnY | lnY | lnY | |
| lnI | 0.024 | 0.069** | 0.031** | 0.023 | 0.089** | 0.084* | 0.027 | 0.031 | 0.098** | 0.021 | 0.084* | 0.022* | 0.194*** |
| (1.05) | (2.50) | (2.05) | (1.49) | (2.48) | (1.89) | (0.71) | (1.72) | (2.25) | (1.28) | (2.02) | (1.78) | (3.49) | |
| FR | 0.048*** | 0.064*** | 0.055 | 0.593*** | 0.056 | 0.076*** | 0.745** | 0.352*** | 0.072*** | 0.854*** | 0.075*** | 0.900*** | 0.063*** |
| (3.57) | (2.82) | (1.38) | (3.34) | (1.20) | (3.53) | (3.06) | (8.63) | (4.25) | (8.90) | (5.27) | (9.26) | (5.29) | |
| lnGDP | 0.848 | 1.149** | 0.615* | 1.103 | 0.938 | 0.958*** | 1.134 | 0.747 | 1.368*** | ?0.137 | 1.192*** | ?0.343 | 1.059** |
| (1.19) | (2.43) | (1.92) | (1.62) | (1.12) | (4.10) | (1.02) | (0.86) | (4.01) | (?0.40) | (3.61) | (?1.10) | (2.49) | |
| lnPGDP | ?0.828 | ?0.858 | ?0.734* | 0.073 | ?0.294 | ?1.251*** | 2.590*** | 0.232 | ?0.857* | 0.708** | ?0.671 | 0.713* | ?0.435 |
| (?1.30) | (?1.50) | (?1.76) | (0.10) | (?0.58) | (?6.66) | (5.53) | (0.28) | (?2.01) | (2.59) | (?1.61) | (2.07) | (?0.82) | |
| lnP | 0.060 | 0.113 | 0.027 | ?0.016 | 0.339* | 0.049 | 0.042 | 0.036 | 0.201 | ?0.021 | 0.177 | 0.026 | 0.184 |
| (0.58) | (1.24) | (0.53) | (?0.30) | (1.99) | (0.57) | (0.49) | (0.37) | (0.98) | (?0.45) | (1.35) | (0.44) | (1.48) | |
| lnD | 0.388 | 0.176 | ?0.916*** | ?1.715*** | ?1.339** | ?10.621 | ?0.575 | ?2.216*** | ?1.486** | ?0.455*** | ?1.787*** | ?0.247*** | ?0.989 |
| (0.79) | (1.08) | (?6.75) | (?3.22) | (?2.60) | (?1.23) | (?1.56) | (?8.18) | (?2.21) | (?3.25) | (?3.37) | (?3.48) | (?1.52) | |
| 常数项 Constant | ?3.666 | ?9.518 | 18.143*** | 7.561 | 8.408 | 133.089 | 31.367 | 21.333 | 5.425 | 18.712** | 11.296 | 21.372*** | 1.424 |
| (?0.33) | (?1.11) | (3.61) | (0.70) | (0.36) | (1.23) | (1.30) | (1.33) | (0.40) | (2.85) | (1.15) | (4.22) | (0.13) | |
| 国家固定 Country fixed | 是Yes | 是Yes | 是Yes | 是Yes | 是Yes | 是Yes | 是Yes | 是Yes | 是Yes | 是Yes | 是Yes | 是Yes | 是Yes |
| 年份固定 Time fixed | 是Yes | 是Yes | 是Yes | 是Yes | 是Yes | 是Yes | 是Yes | 是Yes | 是Yes | 是Yes | 是Yes | 是Yes | 是Yes |
| N | 185 | 444 | 111 | 340 | 220 | 180 | 140 | 300 | 300 | 320 | 420 | 420 | 320 |
| 调整后R2 Adj.R2 | 0.296 | 0.382 | 0.141 | 0.664 | 0.374 | 0.639 | 0.471 | 0.551 | 0.485 | 0.737 | 0.455 | 0.667 | 0.585 |
表8
自由贸易协定、汇率调节效应分析①"
| 变量 Variables | (1) | (2) |
| 自由贸易协定 Free trade agreement | 汇率 Exchange rate | |
| lnY | lnY | |
| lnI | 0.071*** | 0.070*** |
| (3.29) | (3.04) | |
| FTA | ?0.063 | |
| (?0.84) | ||
| lnI×FTA | 0.085** | |
| (2.11) | ||
| ER | ?0.023 | |
| (?1.39) | ||
| lnI×ER | ?0.006* | |
| (?1.76) | ||
| FR | 0.098*** | 0.102*** |
| (5.30) | (5.94) | |
| lnGDP | 1.168*** | 1.228*** |
| (3.77) | (3.90) | |
| lnPGDP | ?0.476 | ?0.530 |
| (?1.15) | (?1.31) | |
| lnP | 0.095 | 0.122 |
| (1.20) | (1.51) | |
| lnD | ?1.304** | ?1.000** |
| (?2.20) | (?2.42) | |
| 常数项Constant | 5.136 | 0.283 |
| (0.68) | (0.04) | |
| 国家固定Country fixed | 是Yes | 是Yes |
| 年份固定Time fixed | 是Yes | 是Yes |
| N | 740 | 740 |
| 调整后R2 Adj.R2 | 0.479 | 0.469 |
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| [1] | 张小蒂 程滢. 初级木材产品进口对我国的环境效应[J]. 林业科学, 2008, 44(12): 116-122. |
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