生物多样性 ›› 2022, Vol. 30 ›› Issue (7): 21445. DOI: 10.17520/biods.2021445
收稿日期:
2021-11-08
接受日期:
2022-03-06
出版日期:
2022-07-20
发布日期:
2022-03-21
通讯作者:
周立志
作者简介:
*E-mail: zhoulz@ahu.edu.cn基金资助:
Ting Wang1,2, Lizhi Zhou1,2,*()
Received:
2021-11-08
Accepted:
2022-03-06
Online:
2022-07-20
Published:
2022-03-21
Contact:
Lizhi Zhou
摘要:
小微湿地是城市生态系统的重要组成部分, 也是生物多样性的重要庇护场所。鸟类作为城市小微湿地生态系统的指示类群, 其多样性时空格局受多种环境因子影响。本研究于2020年8月至2021年7月采用样点法对合肥市45个小微湿地鸟类的种类、数量分布和生境因子进行了调查, 并获取湿地面积、湿地形状、建筑面积比例、植被面积比例、环境噪声、人为干扰和城市化指数等生境变量。通过α多样性和β多样性分析, 研究城市小微湿地鸟类多样性的时空特征及其决定因素。采用信息论模型选择和模型平均法以及基于距离矩阵的多重回归模型进行计算, 确定影响鸟类群落α多样性和β多样性及其组分的主要环境因子。结果显示, 研究区域共有鸟类13目39科102种, 其中水鸟31种, 国家二级重点保护鸟类2种, 安徽省重点保护鸟类17种, IUCN濒危物种红色名录中的易危(VU)物种1种。湿地面积和城市化指数对小微湿地陆地鸟类和水鸟的α多样性、β多样性及其组分均具有显著影响, 其中陆地鸟类物种丰富度在中度和低度城市化之间的小微湿地中达到最高值, 面积超过4 ha的小微湿地能维持较多的水鸟物种。植被面积比例对陆地鸟类多样性具有重要的影响, 而建筑面积比例对水鸟多样性具有显著影响。此外, 总体β多样性及其组分计算结果显示物种周转组分占明显优势, 表明城市小微湿地群作为城市复合生态系统的重要组成部分, 加强整体保护更为必要。研究结果对于加强城市鸟类保护和提高城市生态环境质量具有指导意义。
汪婷, 周立志 (2022) 合肥市小微湿地鸟类多样性的时空格局及其影响因素. 生物多样性, 30, 21445. DOI: 10.17520/biods.2021445.
Ting Wang, Lizhi Zhou (2022) The spatial-temporal patterns of bird diversity and its determinants in the small wetlands in Hefei City. Biodiversity Science, 30, 21445. DOI: 10.17520/biods.2021445.
生态类型 Ecological type | 多样性指数 Diversity index | 模型 Model | ΔAICc | 权重 Weight (wi) | 调整后的拟合值 Adjusted R2 |
---|---|---|---|---|---|
水鸟 Waterbird | 物种丰富度 Species richness | 湿地面积 + 城市化指数 + 建筑面积比例 + 环境噪声 Wetland area + Urbanization index + PoC + EN | 0 | 0.2424 | 0.6450 |
湿地面积 + 城市化指数 + 环境噪声 Wetland area + Urbanization index + EN | 0.1706 | 0.2226 | 0.6030 | ||
湿地面积 + 城市化指数 + 建筑面积比例 + 环境噪声 + 植被面积 比例 Wetland area + Urbanization index + PoC + EN + PoV | 1.9774 | 0.0902 | 0.6420 | ||
Shannon-Wiene指数 Shannon- Wiener index | 湿地面积 + 城市化指数 + 建筑面积比例 Wetland area + Urbanization index + PoC | 0 | 0.1560 | 0.4020 | |
湿地面积 + 城市化指数 Wetland area + Urbanization index | 0.2946 | 0.1346 | 0.4070 | ||
湿地面积 + 城市化指数 + 建筑面积比例 + 湿地形状 Wetland area + Urbanization index + PoC + Wetland shape | 1.6621 | 0.0679 | 0.4010 | ||
城市化指数 + 建筑面积比例 Urbanization index + PoC | 1.9055 | 0.0602 | 0.3560 | ||
陆地鸟类 Terrestrial bird | 物种丰富度 Species richness | 湿地面积 + 城市化指数 + 植被面积比例 Wetland area + Urbanization index + PoV | 0 | 0.4607 | 0.7230 |
Shannon-Wiener指数 Shannon- Wiener index | 湿地面积 + 城市化指数 Wetland area + Urbanization index | 0 | 0.1834 | 0.2720 | |
湿地面积 + 城市化指数 + 植被面积比例 Wetland area + Urbanization index + PoV | 0.0460 | 0.1792 | 0.2940 | ||
物种密度 Species density | 湿地面积 + 城市化指数 + 建筑面积比例 + 植被面积比例 + 环境 噪声 + 湿地形状 Wetland area + Urbanization index + PoC + PoV + EN + Wetland shape | 0 | 0.0858 | 0.4970 | |
湿地面积 + 建筑面积比例 + 植被面积比例 + 湿地形状 Wetland area + PoC + PoV + Wetland shape | 0.1216 | 0.0807 | 0.4550 |
表1 基于校正的赤池信息准则(AICc)的鸟类α多样性与环境因子模型选择结果
Table 1 Results of model selection relating bird α diversity to environmental factors using corrected Akaike information criterion (AICc)
生态类型 Ecological type | 多样性指数 Diversity index | 模型 Model | ΔAICc | 权重 Weight (wi) | 调整后的拟合值 Adjusted R2 |
---|---|---|---|---|---|
水鸟 Waterbird | 物种丰富度 Species richness | 湿地面积 + 城市化指数 + 建筑面积比例 + 环境噪声 Wetland area + Urbanization index + PoC + EN | 0 | 0.2424 | 0.6450 |
湿地面积 + 城市化指数 + 环境噪声 Wetland area + Urbanization index + EN | 0.1706 | 0.2226 | 0.6030 | ||
湿地面积 + 城市化指数 + 建筑面积比例 + 环境噪声 + 植被面积 比例 Wetland area + Urbanization index + PoC + EN + PoV | 1.9774 | 0.0902 | 0.6420 | ||
Shannon-Wiene指数 Shannon- Wiener index | 湿地面积 + 城市化指数 + 建筑面积比例 Wetland area + Urbanization index + PoC | 0 | 0.1560 | 0.4020 | |
湿地面积 + 城市化指数 Wetland area + Urbanization index | 0.2946 | 0.1346 | 0.4070 | ||
湿地面积 + 城市化指数 + 建筑面积比例 + 湿地形状 Wetland area + Urbanization index + PoC + Wetland shape | 1.6621 | 0.0679 | 0.4010 | ||
城市化指数 + 建筑面积比例 Urbanization index + PoC | 1.9055 | 0.0602 | 0.3560 | ||
陆地鸟类 Terrestrial bird | 物种丰富度 Species richness | 湿地面积 + 城市化指数 + 植被面积比例 Wetland area + Urbanization index + PoV | 0 | 0.4607 | 0.7230 |
Shannon-Wiener指数 Shannon- Wiener index | 湿地面积 + 城市化指数 Wetland area + Urbanization index | 0 | 0.1834 | 0.2720 | |
湿地面积 + 城市化指数 + 植被面积比例 Wetland area + Urbanization index + PoV | 0.0460 | 0.1792 | 0.2940 | ||
物种密度 Species density | 湿地面积 + 城市化指数 + 建筑面积比例 + 植被面积比例 + 环境 噪声 + 湿地形状 Wetland area + Urbanization index + PoC + PoV + EN + Wetland shape | 0 | 0.0858 | 0.4970 | |
湿地面积 + 建筑面积比例 + 植被面积比例 + 湿地形状 Wetland area + PoC + PoV + Wetland shape | 0.1216 | 0.0807 | 0.4550 |
生态类型 Ecological type | 多样性指数 Diversity index | 环境因子 Environmental factors | 权重 Weight (wi) | 估计值 Estimate | 标准误 SE | P |
---|---|---|---|---|---|---|
水鸟 Water bird | 物种丰富度 Species richness | 湿地面积 Wetland area | 0.9970 | 0.6582 | 0.1843 | <0.001 |
城市化指数 Urbanization index | 1.0000 | -0.0256 | 0.0079 | 0.001 | ||
建筑面积比例 Proportion of vegetation | 1.0000 | -8.8486 | 4.8863 | 0.0702 | ||
Shannon-Wiener指数 Shannon-Wiener index | 城市化指数 Urbanization | 0.9990 | -0.0033 | 0.0015 | 0.0240 | |
陆地鸟类 Terrestrial bird | 物种丰富度 Species richness | 湿地面积 Wetland area | 1.0000 | 1.8941 | 0.2211 | <0.001 |
城市化指数 Urbanization index | 0.9590 | -0.0360 | 0.0084 | <0.001 | ||
植被面积比例 Proportion of vegetation | 0.6590 | 15.5060 | 4.1302 | <0.001 | ||
Shannon-Wiener指数 Shannon-Wiener index | 湿地面积 Wetland area | 0.9770 | 0.0557 | 0.0181 | 0.0021 | |
物种密度 Species density | 湿地面积 Wetland area | 1.0000 | -72.7007 | 17.0724 | <0.001 |
表2 预测小微湿地鸟类α多样性95%置信区间内各参数的模型平均化估值(θ)、标准误(SE)和模型权重(wi)
Table 2 Model-averaged parameter estimates (θ), standard errors (SE) and relative variable importance (wi) for each variable in the 95% confidence set for predicting bird α diversity in small wetlands
生态类型 Ecological type | 多样性指数 Diversity index | 环境因子 Environmental factors | 权重 Weight (wi) | 估计值 Estimate | 标准误 SE | P |
---|---|---|---|---|---|---|
水鸟 Water bird | 物种丰富度 Species richness | 湿地面积 Wetland area | 0.9970 | 0.6582 | 0.1843 | <0.001 |
城市化指数 Urbanization index | 1.0000 | -0.0256 | 0.0079 | 0.001 | ||
建筑面积比例 Proportion of vegetation | 1.0000 | -8.8486 | 4.8863 | 0.0702 | ||
Shannon-Wiener指数 Shannon-Wiener index | 城市化指数 Urbanization | 0.9990 | -0.0033 | 0.0015 | 0.0240 | |
陆地鸟类 Terrestrial bird | 物种丰富度 Species richness | 湿地面积 Wetland area | 1.0000 | 1.8941 | 0.2211 | <0.001 |
城市化指数 Urbanization index | 0.9590 | -0.0360 | 0.0084 | <0.001 | ||
植被面积比例 Proportion of vegetation | 0.6590 | 15.5060 | 4.1302 | <0.001 | ||
Shannon-Wiener指数 Shannon-Wiener index | 湿地面积 Wetland area | 0.9770 | 0.0557 | 0.0181 | 0.0021 | |
物种密度 Species density | 湿地面积 Wetland area | 1.0000 | -72.7007 | 17.0724 | <0.001 |
图3 物种丰富度与关键环境因子的非线性回归。灰色区域表示拟合线的置信区间。
Fig. 3 Non-linear regression between species richness and key environmental factors. The gray area stands for the confidential intervals for the fitted lines.
生态类型 Ecological type | 环境因子 Environmental factors | 多样性指数 Diversity index | 斜率 Slope (a) | 截距 Intercept (b) | 相关系数 Correlation index (r) | P |
---|---|---|---|---|---|---|
水鸟 Waterbird | 湿地面积差异 Difference in wetland area | βsor | 0.0130 | 0.5240 | 0.1386 | 0.0029 |
βsim | -0.0132 | 0.2748 | 0.1044 | 0.0278 | ||
βsne | 0.0261 | 0.2492 | 0.2100 | <0.001 | ||
城市化指数差异 Difference in urbanization index | βsor | 0.0008 | 0.4972 | 0.2392 | <0.001 | |
βsne | 0.0013 | 0.2211 | 0.2897 | <0.001 | ||
建筑面积比例差异 Difference in PoC | βsor | 0.5555 | 0.4803 | 0.3239 | <0.001 | |
βsne | 0.8189 | 0.2050 | 0.3590 | <0.001 | ||
陆地鸟类 Terrestrial bird | 湿地面积差异 Difference in wetland area | βsor | 0.0093 | 0.3429 | 0.2032 | <0.001 |
βsim | -0.0143 | 0.2729 | 0.2581 | <0.001 | ||
βsne | 0.0235 | 0.0700 | 0.4303 | <0.001 | ||
城市化指数差异 Difference in urbanization | βsor | 0.0002 | 0.3521 | 0.1349 | 0.0210 | |
βsne | 0.0003 | 0.1156 | 0.1439 | 0.0068 | ||
建筑面积比例差异 Difference in PoC | βsne | 0.1586 | 0.1150 | 0.1584 | 0.0119 |
表3 基于相异度矩阵或距离矩阵的多重回归模型的鸟类群落β多样性及组分与关键环境因子的关系
Table 3 Relationship between beta diversity and key environmental factors using multiple regression model
生态类型 Ecological type | 环境因子 Environmental factors | 多样性指数 Diversity index | 斜率 Slope (a) | 截距 Intercept (b) | 相关系数 Correlation index (r) | P |
---|---|---|---|---|---|---|
水鸟 Waterbird | 湿地面积差异 Difference in wetland area | βsor | 0.0130 | 0.5240 | 0.1386 | 0.0029 |
βsim | -0.0132 | 0.2748 | 0.1044 | 0.0278 | ||
βsne | 0.0261 | 0.2492 | 0.2100 | <0.001 | ||
城市化指数差异 Difference in urbanization index | βsor | 0.0008 | 0.4972 | 0.2392 | <0.001 | |
βsne | 0.0013 | 0.2211 | 0.2897 | <0.001 | ||
建筑面积比例差异 Difference in PoC | βsor | 0.5555 | 0.4803 | 0.3239 | <0.001 | |
βsne | 0.8189 | 0.2050 | 0.3590 | <0.001 | ||
陆地鸟类 Terrestrial bird | 湿地面积差异 Difference in wetland area | βsor | 0.0093 | 0.3429 | 0.2032 | <0.001 |
βsim | -0.0143 | 0.2729 | 0.2581 | <0.001 | ||
βsne | 0.0235 | 0.0700 | 0.4303 | <0.001 | ||
城市化指数差异 Difference in urbanization | βsor | 0.0002 | 0.3521 | 0.1349 | 0.0210 | |
βsne | 0.0003 | 0.1156 | 0.1439 | 0.0068 | ||
建筑面积比例差异 Difference in PoC | βsne | 0.1586 | 0.1150 | 0.1584 | 0.0119 |
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