Biodiv Sci ›› 2022, Vol. 30 ›› Issue (7): 21535. DOI: 10.17520/biods.2021535
Special Issue: 青藏高原生物多样性与生态安全
• Original Papers: Animal Diversity • Previous Articles Next Articles
Hualin Yang1,2, Yuehong Cheng3, Tianxiang Zhou1,2, Xi Feng3, Qiang Hu3, Guiquan Zhang4, Jian Yang4, Jindong Zhang1,2, Bin Wang1,5,*(), Caiquan Zhou1,5,*()
Received:
2021-12-22
Accepted:
2022-04-19
Online:
2022-07-20
Published:
2022-05-05
Contact:
Bin Wang,Caiquan Zhou
About author:
First author contact:# Co-first authors
Hualin Yang, Yuehong Cheng, Tianxiang Zhou, Xi Feng, Qiang Hu, Guiquan Zhang, Jian Yang, Jindong Zhang, Bin Wang, Caiquan Zhou. Multi-scale habitat selection of Chinese monal (Lophophorus lhuysii) in Wolong National Nature Reserve, Sichuan[J]. Biodiv Sci, 2022, 30(7): 21535.
景观变量 Landscape variable | 繁殖期 Breeding period | 非繁殖期 Non-breeding period | ||||||
---|---|---|---|---|---|---|---|---|
主成分1 PC1 | 主成分2 PC2 | 主成分3 PC3 | 主成分4 PC4 | 主成分1 PC1 | 主成分2 PC2 | 主成分3 PC3 | 主成分4 PC4 | |
海拔 Altitude | 0.492 | 0.624 | ?0.417 | ?0.060 | 0.528 | 0.573 | ?0.438 | ?0.038 |
坡度 Slope | ?0.223 | ?0.259 | ?0.178 | 0.784 | ?0.275 | ?0.206 | ?0.151 | 0.782 |
坡向 Aspect | 0.079 | 0.342 | 0.224 | 0.681 | 0.097 | 0.310 | 0.166 | 0.688 |
阔叶林比例 Proportion of broad-leaved forest | ?0.044 | 0.011 | 0.767 | ?0.102 | ?0.046 | 0.040 | 0.755 | ?0.097 |
针叶林比例 Proportion of coniferous forest | ?0.348 | ?0.763 | ?0.101 | ?0.033 | ?0.393 | ?0.743 | ?0.126 | ?0.058 |
针阔混交林比例 Proportion of mixed-forest | ?0.213 | ?0.379 | 0.434 | ?0.123 | ?0.251 | ?0.305 | 0.455 | ?0.152 |
灌丛比例 Proportion of bush | ?0.621 | ?0.239 | 0.287 | 0.176 | ?0.618 | ?0.221 | 0.298 | 0.143 |
草甸比例 Proportion of meadow | ?0.356 | 0.825 | ?0.256 | ?0.043 | ?0.285 | 0.853 | ?0.262 | 0.023 |
流石滩比例 Proportion of tundra | 0.849 | 0.200 | ?0.139 | ?0.038 | 0.839 | 0.180 | ?0.127 | ?0.042 |
雪地比例 Proportion of snow | 0.648 | ?0.098 | 0.036 | 0.001 | 0.642 | ?0.140 | 0.028 | ?0.021 |
其他地被比例 Proportion of other land cover | ?0.073 | ?0.098 | 0.642 | 0.177 | ?0.062 | ?0.087 | 0.658 | 0.195 |
特征根 Eigenvalue | 2.124 | 2.095 | 1.624 | 1.174 | 2.166 | 1.949 | 1.643 | 1.183 |
贡献率 Contribution (%) | 19.311 | 19.048 | 14.760 | 10.670 | 19.694 | 17.719 | 14.933 | 10.756 |
累计贡献率 Cumulative contribution (%) | 19.311 | 38.360 | 53.120 | 63.790 | 19.694 | 37.413 | 52.346 | 63.102 |
Table 1 Principal component loading matrix of habitat variable of Chinese monal at the landscape scale during the breeding and non-breeding period
景观变量 Landscape variable | 繁殖期 Breeding period | 非繁殖期 Non-breeding period | ||||||
---|---|---|---|---|---|---|---|---|
主成分1 PC1 | 主成分2 PC2 | 主成分3 PC3 | 主成分4 PC4 | 主成分1 PC1 | 主成分2 PC2 | 主成分3 PC3 | 主成分4 PC4 | |
海拔 Altitude | 0.492 | 0.624 | ?0.417 | ?0.060 | 0.528 | 0.573 | ?0.438 | ?0.038 |
坡度 Slope | ?0.223 | ?0.259 | ?0.178 | 0.784 | ?0.275 | ?0.206 | ?0.151 | 0.782 |
坡向 Aspect | 0.079 | 0.342 | 0.224 | 0.681 | 0.097 | 0.310 | 0.166 | 0.688 |
阔叶林比例 Proportion of broad-leaved forest | ?0.044 | 0.011 | 0.767 | ?0.102 | ?0.046 | 0.040 | 0.755 | ?0.097 |
针叶林比例 Proportion of coniferous forest | ?0.348 | ?0.763 | ?0.101 | ?0.033 | ?0.393 | ?0.743 | ?0.126 | ?0.058 |
针阔混交林比例 Proportion of mixed-forest | ?0.213 | ?0.379 | 0.434 | ?0.123 | ?0.251 | ?0.305 | 0.455 | ?0.152 |
灌丛比例 Proportion of bush | ?0.621 | ?0.239 | 0.287 | 0.176 | ?0.618 | ?0.221 | 0.298 | 0.143 |
草甸比例 Proportion of meadow | ?0.356 | 0.825 | ?0.256 | ?0.043 | ?0.285 | 0.853 | ?0.262 | 0.023 |
流石滩比例 Proportion of tundra | 0.849 | 0.200 | ?0.139 | ?0.038 | 0.839 | 0.180 | ?0.127 | ?0.042 |
雪地比例 Proportion of snow | 0.648 | ?0.098 | 0.036 | 0.001 | 0.642 | ?0.140 | 0.028 | ?0.021 |
其他地被比例 Proportion of other land cover | ?0.073 | ?0.098 | 0.642 | 0.177 | ?0.062 | ?0.087 | 0.658 | 0.195 |
特征根 Eigenvalue | 2.124 | 2.095 | 1.624 | 1.174 | 2.166 | 1.949 | 1.643 | 1.183 |
贡献率 Contribution (%) | 19.311 | 19.048 | 14.760 | 10.670 | 19.694 | 17.719 | 14.933 | 10.756 |
累计贡献率 Cumulative contribution (%) | 19.311 | 38.360 | 53.120 | 63.790 | 19.694 | 37.413 | 52.346 | 63.102 |
主成分 Principal component | 参数估计值 Parameter estimates | 标准误 Standard error | 显著性 P | |
---|---|---|---|---|
繁殖期 Breeding period | 截距 Intercept | ?0.836 | 0.244 | <0.001 |
PC1 | 0.718 | 0.192 | <0.001 | |
PC2 | 1.412 | 0.257 | <0.001 | |
PC3 | ?0.807 | 0.384 | 0.035 | |
PC4 | ?0.860 | 0.245 | <0.001 | |
非繁殖期 Non-breeding period | 截距 Intercept | ?0.779 | 0.225 | <0.001 |
PC1 | 0.730 | 0.188 | <0.001 | |
PC2 | 1.115 | 0.226 | <0.001 | |
PC3 | ?0.744 | 0.348 | 0.033 | |
PC4 | ?0.701 | 0.227 | 0.002 |
Table 2 Parameters of logistic regression models of Chinese monal habitat selection at the landscape scale during the breeding and non-breeding period (The bold indicates P < 0.05)
主成分 Principal component | 参数估计值 Parameter estimates | 标准误 Standard error | 显著性 P | |
---|---|---|---|---|
繁殖期 Breeding period | 截距 Intercept | ?0.836 | 0.244 | <0.001 |
PC1 | 0.718 | 0.192 | <0.001 | |
PC2 | 1.412 | 0.257 | <0.001 | |
PC3 | ?0.807 | 0.384 | 0.035 | |
PC4 | ?0.860 | 0.245 | <0.001 | |
非繁殖期 Non-breeding period | 截距 Intercept | ?0.779 | 0.225 | <0.001 |
PC1 | 0.730 | 0.188 | <0.001 | |
PC2 | 1.115 | 0.226 | <0.001 | |
PC3 | ?0.744 | 0.348 | 0.033 | |
PC4 | ?0.701 | 0.227 | 0.002 |
微生境变量 Microhabitat factors | 繁殖期 Breeding period | 非繁殖期 Non-breeding period | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
主成分1 PC1 | 主成分2 PC2 | 主成分3 PC3 | 主成分4 PC4 | 主成分5 PC5 | 主成分6 PC6 | 主成分1 PC1 | 主成分2 PC2 | 主成分3 PC3 | 主成分4 PC4 | 主成分5 PC5 | |
海拔 Altitude | ?0.495 | ?0.269 | ?0.271 | ?0.401 | 0.442 | 0.054 | ?0.603 | ?0.472 | 0.032 | 0.414 | 0.180 |
坡度 Slope | ?0.062 | 0.002 | ?0.026 | 0.836 | 0.195 | 0.272 | ?0.023 | ?0.281 | 0.389 | ?0.502 | ?0.041 |
坡向 Aspect | 0.197 | 0.028 | 0.026 | 0.001 | ?0.072 | 0.855 | ?0.050 | 0.038 | 0.107 | ?0.175 | 0.866 |
雪盖度 Snow coverage | ?0.277 | ?0.032 | ?0.801 | ?0.401 | ?0.232 | 0.003 | ?0.018 | ?0.149 | ?0.112 | 0.365 | 0.607 |
乔木盖度 Tree coverage | 0.082 | 0.952 | ?0.049 | 0.045 | ?0.014 | 0.048 | 0.928 | 0.084 | 0.065 | 0.022 | ?0.029 |
乔木平均高度 Average height of trees | 0.197 | 0.964 | ?0.060 | 0.022 | ?0.035 | ?0.013 | 0.956 | 0.129 | 0.076 | ?0.024 | ?0.031 |
乔木平均胸径 Average diameter at breast height of tree | 0.228 | 0.948 | ?0.058 | 0.003 | ?0.023 | ?0.019 | 0.889 | 0.163 | 0.051 | ?0.056 | 0.017 |
灌木盖度 Shrub coverage | 0.801 | ?0.026 | ?0.159 | 0.198 | ?0.046 | 0.305 | ?0.014 | 0.897 | 0.133 | ?0.142 | 0.016 |
灌木平均高度 Average height of shrub | 0.869 | 0.145 | ?0.078 | 0.177 | ?0.170 | 0.122 | 0.165 | 0.866 | ?0.025 | 0.056 | ?0.078 |
草本盖度 Herbage coverage | ?0.506 | ?0.182 | 0.674 | 0.162 | ?0.390 | ?0.106 | ?0.321 | ?0.667 | ?0.558 | ?0.088 | ?0.024 |
草本平均高度 Average height of herbage | 0.152 | 0.014 | 0.094 | 0.732 | ?0.216 | ?0.355 | 0.104 | 0.099 | 0.615 | ?0.313 | ?0.205 |
苔藓盖度 Moss coverage | 0.627 | 0.301 | 0.069 | ?0.106 | 0.254 | ?0.274 | ?0.075 | 0.004 | 0.113 | 0.811 | ?0.020 |
落叶盖度 Litter coverage | 0.768 | 0.395 | ?0.067 | ?0.150 | 0.028 | 0.081 | 0.331 | 0.633 | ?0.154 | 0.212 | ?0.073 |
岩石盖度 Rock coverage | ?0.020 | ?0.036 | ?0.019 | 0.065 | 0.930 | ?0.076 | ?0.087 | ?0.159 | 0.851 | 0.092 | 0.070 |
牦牛粪便数量 Count of yak dung | ?0.300 | ?0.150 | 0.776 | ?0.337 | ?0.138 | 0.069 | ?0.192 | ?0.361 | ?0.585 | ?0.121 | ?0.175 |
特征根 Eigenvalue | 4.721 | 2.238 | 1.977 | 1.445 | 1.206 | 1.014 | 4.548 | 1.946 | 1.860 | 1.472 | 1.043 |
贡献率 Contribution (%) | 31.476 | 14.922 | 13.180 | 9.633 | 8.040 | 6.758 | 30.230 | 12.971 | 12.400 | 9.816 | 6.951 |
累计贡献率 Cumulative contribution (%) | 31.476 | 46.398 | 59.578 | 69.211 | 77.251 | 84.009 | 30.323 | 43.293 | 55.693 | 65.509 | 72.461 |
Table 3 Principal component loading matrix of habitat variable of Chinese monal at the microhabitat scale during the breeding period and non-breeding period
微生境变量 Microhabitat factors | 繁殖期 Breeding period | 非繁殖期 Non-breeding period | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
主成分1 PC1 | 主成分2 PC2 | 主成分3 PC3 | 主成分4 PC4 | 主成分5 PC5 | 主成分6 PC6 | 主成分1 PC1 | 主成分2 PC2 | 主成分3 PC3 | 主成分4 PC4 | 主成分5 PC5 | |
海拔 Altitude | ?0.495 | ?0.269 | ?0.271 | ?0.401 | 0.442 | 0.054 | ?0.603 | ?0.472 | 0.032 | 0.414 | 0.180 |
坡度 Slope | ?0.062 | 0.002 | ?0.026 | 0.836 | 0.195 | 0.272 | ?0.023 | ?0.281 | 0.389 | ?0.502 | ?0.041 |
坡向 Aspect | 0.197 | 0.028 | 0.026 | 0.001 | ?0.072 | 0.855 | ?0.050 | 0.038 | 0.107 | ?0.175 | 0.866 |
雪盖度 Snow coverage | ?0.277 | ?0.032 | ?0.801 | ?0.401 | ?0.232 | 0.003 | ?0.018 | ?0.149 | ?0.112 | 0.365 | 0.607 |
乔木盖度 Tree coverage | 0.082 | 0.952 | ?0.049 | 0.045 | ?0.014 | 0.048 | 0.928 | 0.084 | 0.065 | 0.022 | ?0.029 |
乔木平均高度 Average height of trees | 0.197 | 0.964 | ?0.060 | 0.022 | ?0.035 | ?0.013 | 0.956 | 0.129 | 0.076 | ?0.024 | ?0.031 |
乔木平均胸径 Average diameter at breast height of tree | 0.228 | 0.948 | ?0.058 | 0.003 | ?0.023 | ?0.019 | 0.889 | 0.163 | 0.051 | ?0.056 | 0.017 |
灌木盖度 Shrub coverage | 0.801 | ?0.026 | ?0.159 | 0.198 | ?0.046 | 0.305 | ?0.014 | 0.897 | 0.133 | ?0.142 | 0.016 |
灌木平均高度 Average height of shrub | 0.869 | 0.145 | ?0.078 | 0.177 | ?0.170 | 0.122 | 0.165 | 0.866 | ?0.025 | 0.056 | ?0.078 |
草本盖度 Herbage coverage | ?0.506 | ?0.182 | 0.674 | 0.162 | ?0.390 | ?0.106 | ?0.321 | ?0.667 | ?0.558 | ?0.088 | ?0.024 |
草本平均高度 Average height of herbage | 0.152 | 0.014 | 0.094 | 0.732 | ?0.216 | ?0.355 | 0.104 | 0.099 | 0.615 | ?0.313 | ?0.205 |
苔藓盖度 Moss coverage | 0.627 | 0.301 | 0.069 | ?0.106 | 0.254 | ?0.274 | ?0.075 | 0.004 | 0.113 | 0.811 | ?0.020 |
落叶盖度 Litter coverage | 0.768 | 0.395 | ?0.067 | ?0.150 | 0.028 | 0.081 | 0.331 | 0.633 | ?0.154 | 0.212 | ?0.073 |
岩石盖度 Rock coverage | ?0.020 | ?0.036 | ?0.019 | 0.065 | 0.930 | ?0.076 | ?0.087 | ?0.159 | 0.851 | 0.092 | 0.070 |
牦牛粪便数量 Count of yak dung | ?0.300 | ?0.150 | 0.776 | ?0.337 | ?0.138 | 0.069 | ?0.192 | ?0.361 | ?0.585 | ?0.121 | ?0.175 |
特征根 Eigenvalue | 4.721 | 2.238 | 1.977 | 1.445 | 1.206 | 1.014 | 4.548 | 1.946 | 1.860 | 1.472 | 1.043 |
贡献率 Contribution (%) | 31.476 | 14.922 | 13.180 | 9.633 | 8.040 | 6.758 | 30.230 | 12.971 | 12.400 | 9.816 | 6.951 |
累计贡献率 Cumulative contribution (%) | 31.476 | 46.398 | 59.578 | 69.211 | 77.251 | 84.009 | 30.323 | 43.293 | 55.693 | 65.509 | 72.461 |
主成分 Principal component | 参数估计值 Parameter estimates | 标准误 Standard error | 显著性 P | |
---|---|---|---|---|
繁殖期 Breeding period | 截距 Intercept | ?0.706 | 0.179 | <0.001 |
PC4 | 0.246 | 0.210 | 0.243 | |
PC5 | 0.420 | 0.176 | 0.018 | |
PC2 | ?0.133 | 0.217 | 0.541 | |
PC6 | 0.023 | 0.090 | 0.797 | |
PC3 | ?0.023 | 0.095 | 0.808 | |
非繁殖期 Non-breeding period | 截距 Intercept | ?0.155 | 0.170 | 0.365 |
PC2 | ?0.380 | 0.175 | 0.031 | |
PC4 | 0.307 | 0.196 | 0.120 | |
PC3 | 0.058 | 0.129 | 0.656 | |
PC1 | ?0.054 | 0.127 | 0.671 | |
PC5 | 0.023 | 0.088 | 0.797 |
Table 4 Parameters of logistic regression models of Chinese monal habitat selection at the microhabitat scale during the breeding and non-breeding period (The bold indicates P < 0.05)
主成分 Principal component | 参数估计值 Parameter estimates | 标准误 Standard error | 显著性 P | |
---|---|---|---|---|
繁殖期 Breeding period | 截距 Intercept | ?0.706 | 0.179 | <0.001 |
PC4 | 0.246 | 0.210 | 0.243 | |
PC5 | 0.420 | 0.176 | 0.018 | |
PC2 | ?0.133 | 0.217 | 0.541 | |
PC6 | 0.023 | 0.090 | 0.797 | |
PC3 | ?0.023 | 0.095 | 0.808 | |
非繁殖期 Non-breeding period | 截距 Intercept | ?0.155 | 0.170 | 0.365 |
PC2 | ?0.380 | 0.175 | 0.031 | |
PC4 | 0.307 | 0.196 | 0.120 | |
PC3 | 0.058 | 0.129 | 0.656 | |
PC1 | ?0.054 | 0.127 | 0.671 | |
PC5 | 0.023 | 0.088 | 0.797 |
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