Scientia Silvae Sinicae ›› 2026, Vol. 62 ›› Issue (10): 93-106.doi: 10.11707/j.1001-7488.LYKX20260232
• Research papers • Previous Articles Next Articles
Lingqian Kong1,Yuxiu Yao2,Changjie Song3,Baodong Cheng4,*(
)
Received:2026-04-20
Revised:2026-07-22
Online:2026-10-10
Published:2026-10-17
Contact:
Baodong Cheng
E-mail:baodongcheng@163.com
CLC Number:
Lingqian Kong,Yuxiu Yao,Changjie Song,Baodong Cheng. Impacts of National Park Construction on Biodiversity: An Investigation Based on Birding Data in China[J]. Scientia Silvae Sinicae, 2026, 62(10): 93-106.
Table 1
Descriptive Statistics of Variables"
| 变量 Variables | 样本量 Sample size | 平均值 Mean | 标准差 Standard deviation | 最小值 Min. | 最大值 Max. |
| 生物多样性 Biodiversity | 2 680 | –0.107 | 1.074 | ?4.629 | 4.578 |
| 政府干预程度 Government intervention level | 2 759 | 15.151 | 0.763 | 12.433 | 18.384 |
| 金融发展水平 Financial development level | 2 759 | 2.853 | 1.394 | 0.502 | 14.420 |
| 文化设施水平 Cultural facilities level | 2 759 | 7.664 | 1.161 | 0.002 | 19.114 |
| 产业结构水平 Industrial structure level | 2 759 | 0.067 | 0.044 | 0 | 0.749 |
| 基础设施水平 Infrastructure level | 2 759 | 7.748 | 1.488 | 3.378 | 11.273 |
| 经济发展水平 Economic development level | 2 759 | 6.366 | 3.583 | 1.409 | 18.327 |
| 平均坡度 Average slope | 2 620 | 11.026 | 5.691 | 1.592 | 27.139 |
| 平均高程 Average elevation | 2 620 | 506.381 | 597.488 | 7.337 | 3 128.234 |
Table 2
Baseline regression results"
| 变量Variables | (1) | (2) |
| 鸟类丰富度 Bird species richness | 鸟类丰富度 Bird species richness | |
| 国家公园体制试点 National park system pilot | 0.466*** (0.104) | 0.495*** (0.105) |
| 控制变量 Control variables | 否No | 是Yes |
| 时间固定效应 Time fixed effects | 是Yes | 是Yes |
| 城市固定效应 City fixed effects | 是Yes | 是Yes |
| 观测值 Observations | 2 539 | 2 518 |
| R2 | 0.368 | 0.370 |
Table 3
Robustness test and endogeneity analysis"
| 变量Variables | (1) | (2) | (3) | (4) | (5) |
| 倾向得分匹配 PSM-DID | 魅力城市 Attractive city | 低碳城市 Low-carbon city | 生态文明示范区 Demonstration zone | 新冠疫情 COVID-19 | |
| 国家公园体制试点 National park system pilot | 0.533** (0.209) | 0.511*** (0.113) | 0.587*** (0.153) | 0.586*** (0.136) | 0.526*** (0.121) |
| 控制变量 Control variables | 是Yes | 是Yes | 是Yes | 是Yes | 是Yes |
| 时间固定效应 Time fixed effects | 是Yes | 是Yes | 是Yes | 是Yes | 是Yes |
| 城市固定效应 City fixed effects | 是Yes | 是Yes | 是Yes | 是Yes | 是Yes |
| 观测值 Observations | 438 | 2 384 | 1 831 | 1 972 | 1 498 |
| R2 | 0.645 | 0.371 | 0.381 | 0.366 | 0.408 |
Table 4
Further validation of identification strategy and model specification, and endogeneity analysis"
| 变量Variables | (1) | (2) | (3) | (4) | |||
| 更换对照组 Alternative control group | 多期DID Staggered DID | Logit模型 Logit model | 预期效应 Expected effect | ||||
| 国家公园体制试点 National park system pilot | 0.309** (0.151) | 0.409*** (0.104) | 0.651** (0.129) | 0.510*** (0.121) | |||
| 控制变量 Control variables | 是Yes | 是Yes | 是Yes | 是Yes | |||
| 时间固定效应 Time fixed effects | 是Yes | 是Yes | 是Yes | 是Yes | |||
| 城市固定效应 City fixed effects | 是Yes | 是Yes | 是Yes | 是Yes | |||
| 观测值 Observations | 492 | 2 518 | 1 991 | 2 518 | |||
| R2 | 0.443 | 0.369 | 0.444 | 0.370 |
Table 5
Heterogeneity analysis"
| 变量Variables | (1) | (2) | (3) | (4) | (5) | (6) | |||||
| 东部地区 Eastern | 中西部地区 Central and western | 非濒危鸟类 Non-endangered bird species | 濒危鸟类 Endangered bird species | 留鸟 Resident birds | 候鸟 Migratory birds | ||||||
| 国家公园体制试点 National park system pilot | 0.362* (0.193) | 0.584*** (0.130) | 0.262** (0.130) | ?0.104 (0.181) | 0.269** (0.118) | ?0.195 (0.157) | |||||
| 控制变量 Control variables | 是Yes | 是Yes | 是Yes | 是Yes | 是Yes | 是Yes | |||||
| 时间固定效应 Time fixed effects | 是Yes | 是Yes | 是Yes | 是Yes | 是Yes | 是Yes | |||||
| 城市固定效应 City fixed effects | 是Yes | 是Yes | 是Yes | 是Yes | 是Yes | 是Yes | |||||
| 观测值 Observations | 1 078 | 1 440 | 2 533 | 2 019 | 2 421 | 2 170 | |||||
| R2 | 0.380 | 0.386 | 0.367 | 0.417 | 0.387 | 0.388 |
Table 6
Mechanism test and spatial spillover effects"
| 变量Variables | (1) | (2) | (3) | (4) | (5) | ||||
| 森林质量 Forest quality | 湿地质量 Wetland quality | 政府环境治理 Government environmental governance | 公众环保意识 Public environmental awareness | 鸟类丰富度 Bird species richness | |||||
| 国家公园体制试点 National park system pilot | 0.016** (0.009) | 0.012* (0.007) | 0.202* (0.105) | 0.096** (0.043) | — | ||||
| 邻接城市Adjacent cities | — | — | — | — | 0.291** (0.122) | ||||
| 控制变量Control variables | 是Yes | 是Yes | 是Yes | 是Yes | 是Yes | ||||
| 时间固定效应Time fixed effects | 是Yes | 是Yes | 是Yes | 是Yes | 是Yes | ||||
| 城市固定效应City fixed effects | 是Yes | 是Yes | 是Yes | 是Yes | 是Yes | ||||
| 观测值Observations | 1 801 | 2 592 | 1 936 | 2 510 | 2 309 | ||||
| R2 | 0.991 | 0.919 | 0.876 | 0.940 | 0.370 |
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