Chin J Plant Ecol ›› 2006, Vol. 30 ›› Issue (4): 576-584.DOI: 10.17521/cjpe.2006.0076
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WU Xiao-Wen, LUO Jing, CHEN Jia-Kuan, LI Bo*()
Received:
2005-02-25
Accepted:
2005-10-11
Online:
2006-02-25
Published:
2006-07-30
Contact:
LI Bo
WU Xiao-Wen, LUO Jing, CHEN Jia-Kuan, LI Bo. SPATIAL PATTERNS OF INVASIVE ALIEN PLANTS IN CHINA AND ITS RELATIONSHIP WITH ENVIRONMENTAL AND ANTHROPOLOGICAL FACTORS[J]. Chin J Plant Ecol, 2006, 30(4): 576-584.
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URL: https://www.plant-ecology.com/EN/10.17521/cjpe.2006.0076
变量 Variables | 单位 Units | 数据转换 Data transformation |
---|---|---|
环境变量 Environmental factors | ||
纬度 Latitude (LTD) | 度 (°) | — |
经度 Longitude (LGD) | 度 (°) | — |
省面积 Area of province (PAR) | 万平方公里 (104 km2) | 对数转换ln |
1月平均气温 Mean temperature in January (MT1) | 摄氏度 (℃) | — |
7月平均气温 Mean temperature in July (MT7) | 摄氏度 (℃) | — |
年降雨量 Annual precipitation (APP) | 毫米 (mm) | — |
无霜期 Frost-free days (FFD) | 天 Days | — |
人类影响 Anthropological factors | ||
人口密度 Population density (PLD) | 个数/平方公里 Persons·km-2 | 平方根转换 Square root |
交通密度 Transport density (TPD) | 线路长/万平方公里 km·104 km-2 | — |
省内年度生产总值 Values of annual gross production (GDP) | 亿元 (108 RMB) | 对数转换 ln |
进口货物总额 Values of imported goods (VIC) | 万美元 (104 US dollars) | 对数(平方根转换) ln (Square root) |
外来游客人数 Number of foreign tourists (NFT) | 万人 (104 persons) | 对数转换 ln |
省内自然保护区面积 Area of nature reserves (ANR) | 平方公里 (km2) | 对数转换 ln |
省内保护区的面积比例 Percentage of areas protected (PAP) | 百分比 (%) | 对数转换 ln |
Table 1 Variables reflecting environmental features and the intensity of human activities in province, China
变量 Variables | 单位 Units | 数据转换 Data transformation |
---|---|---|
环境变量 Environmental factors | ||
纬度 Latitude (LTD) | 度 (°) | — |
经度 Longitude (LGD) | 度 (°) | — |
省面积 Area of province (PAR) | 万平方公里 (104 km2) | 对数转换ln |
1月平均气温 Mean temperature in January (MT1) | 摄氏度 (℃) | — |
7月平均气温 Mean temperature in July (MT7) | 摄氏度 (℃) | — |
年降雨量 Annual precipitation (APP) | 毫米 (mm) | — |
无霜期 Frost-free days (FFD) | 天 Days | — |
人类影响 Anthropological factors | ||
人口密度 Population density (PLD) | 个数/平方公里 Persons·km-2 | 平方根转换 Square root |
交通密度 Transport density (TPD) | 线路长/万平方公里 km·104 km-2 | — |
省内年度生产总值 Values of annual gross production (GDP) | 亿元 (108 RMB) | 对数转换 ln |
进口货物总额 Values of imported goods (VIC) | 万美元 (104 US dollars) | 对数(平方根转换) ln (Square root) |
外来游客人数 Number of foreign tourists (NFT) | 万人 (104 persons) | 对数转换 ln |
省内自然保护区面积 Area of nature reserves (ANR) | 平方公里 (km2) | 对数转换 ln |
省内保护区的面积比例 Percentage of areas protected (PAP) | 百分比 (%) | 对数转换 ln |
NIS | ID | PAR | LTD | LGD | MT1 | MT7 | APP | FFD | PLD | TPD | GDP | VIC | NFT | ANR | PAP | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
NIS | 1.00 | |||||||||||||||
ID | - | 1.00 | ||||||||||||||
PAR | -0.34ns | - | 1.00 | |||||||||||||
LTD | -0.86*** | -0.19ns | - | 1.00 | ||||||||||||
LGD | 0.13ns | 0.30ns | - | 0.14ns | 1.00 | |||||||||||
MT1 | 0.82*** | 0.32ns | - | -0.87*** | 0.17ns | 1.00 | ||||||||||
MT7 | 0.45* | 0.30ns | - | -0.34ns | -0.49** | 0.55** | 1.00 | |||||||||
APP | 0.85*** | 0.22ns | - | -0.87*** | 0.14ns | 0.81*** | 0.37* | 1.00 | ||||||||
FFD | 0.87*** | 0.63*** | - | -0.83*** | 0.12 | 0.86*** | 0.64*** | 0.74*** | 1.00 | |||||||
PLD | 0.10ns | 0.91*** | - | -0.09ns | 0.40* | 0.25ns | 0.41* | 0.14ns | 0.34 | 1.00 | ||||||
TPD | 0.39* | 0.82*** | - | -0.29ns | 0.54** | 0.53** | 0.60*** | 0.37* | 0.44* | 0.85*** | 1.00 | |||||
GDP | 0.41* | 0.22ns | -0.28ns | -0.28ns | 0.37* | 0.37* | 0.32ns | 0.41* | 0.42* | 0.26ns | 0.46** | 1.00 | ||||
VIC | 0.42* | 0.37* | -0.30ns | -0.29ns | 0.28ns | 0.40* | 0.23ns | 0.38* | 0.36* | 0.32ns | 0.53** | 0.88*** | 1.00 | |||
NFT | 0.50** | 0.16ns | -0.16ns | -0.32ns | 0.18ns | 0.36* | 0.25ns | 0.30ns | 0.50** | 0.20ns | 0.38* | 0.41* | 0.62*** | 1.00 | ||
ANR | -0.28ns | -0.21ns | 0.83*** | 0.13ns | -0.70*** | -0.43* | -0.76*** | -0.15ns | -0.27 | -0.32ns | -0.51** | -0.26ns | -0.15ns | -0.12ns | 1.00 | |
PAP | -0.29ns | -0.03ns | - | 0.14ns | -0.52** | -0.31ns | -0.78*** | -0.15ns | -0.23 | -0.15ns | -0.35ns | -0.12ns | 0.00ns | -0.15ns | - | 1.00 |
Table 2 Half-matrix of Pearson correlation coefficient of NIS and ID and environmental and anthropological variables
NIS | ID | PAR | LTD | LGD | MT1 | MT7 | APP | FFD | PLD | TPD | GDP | VIC | NFT | ANR | PAP | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
NIS | 1.00 | |||||||||||||||
ID | - | 1.00 | ||||||||||||||
PAR | -0.34ns | - | 1.00 | |||||||||||||
LTD | -0.86*** | -0.19ns | - | 1.00 | ||||||||||||
LGD | 0.13ns | 0.30ns | - | 0.14ns | 1.00 | |||||||||||
MT1 | 0.82*** | 0.32ns | - | -0.87*** | 0.17ns | 1.00 | ||||||||||
MT7 | 0.45* | 0.30ns | - | -0.34ns | -0.49** | 0.55** | 1.00 | |||||||||
APP | 0.85*** | 0.22ns | - | -0.87*** | 0.14ns | 0.81*** | 0.37* | 1.00 | ||||||||
FFD | 0.87*** | 0.63*** | - | -0.83*** | 0.12 | 0.86*** | 0.64*** | 0.74*** | 1.00 | |||||||
PLD | 0.10ns | 0.91*** | - | -0.09ns | 0.40* | 0.25ns | 0.41* | 0.14ns | 0.34 | 1.00 | ||||||
TPD | 0.39* | 0.82*** | - | -0.29ns | 0.54** | 0.53** | 0.60*** | 0.37* | 0.44* | 0.85*** | 1.00 | |||||
GDP | 0.41* | 0.22ns | -0.28ns | -0.28ns | 0.37* | 0.37* | 0.32ns | 0.41* | 0.42* | 0.26ns | 0.46** | 1.00 | ||||
VIC | 0.42* | 0.37* | -0.30ns | -0.29ns | 0.28ns | 0.40* | 0.23ns | 0.38* | 0.36* | 0.32ns | 0.53** | 0.88*** | 1.00 | |||
NFT | 0.50** | 0.16ns | -0.16ns | -0.32ns | 0.18ns | 0.36* | 0.25ns | 0.30ns | 0.50** | 0.20ns | 0.38* | 0.41* | 0.62*** | 1.00 | ||
ANR | -0.28ns | -0.21ns | 0.83*** | 0.13ns | -0.70*** | -0.43* | -0.76*** | -0.15ns | -0.27 | -0.32ns | -0.51** | -0.26ns | -0.15ns | -0.12ns | 1.00 | |
PAP | -0.29ns | -0.03ns | - | 0.14ns | -0.52** | -0.31ns | -0.78*** | -0.15ns | -0.23 | -0.15ns | -0.35ns | -0.12ns | 0.00ns | -0.15ns | - | 1.00 |
回归系数 Regression coefficient | 标准化系数 Standardized coefficient | F值 F-value | 显著性水平 Significance | 累积解释方差 Accumulative variance explained (%) | |
---|---|---|---|---|---|
所有的变量All variables,r=0.96,p<0.001 | |||||
截距 Intercept | 18.53 | p<0.01 | |||
无霜期FFD | 0.064 | 0.28 | 95.37 | p<0.001 | 91.1 |
年降雨量APP | 0.002 | 0.06 | 18.02 | p<0.001 | 85.2 |
外来游客人数NFT | 3.590 | 0.27 | 6.79 | p<0.05 | 88.1 |
人口密度PLD | -0.479 | -0.26 | 7.12 | p<0.05 | 90.6 |
纬度LTD | -1.440 | -0.58 | 4.44 | p<0.05 | 91.2 |
Table 3 Results of multiple stepwise regression between NIS and environmental and anthropological factors
回归系数 Regression coefficient | 标准化系数 Standardized coefficient | F值 F-value | 显著性水平 Significance | 累积解释方差 Accumulative variance explained (%) | |
---|---|---|---|---|---|
所有的变量All variables,r=0.96,p<0.001 | |||||
截距 Intercept | 18.53 | p<0.01 | |||
无霜期FFD | 0.064 | 0.28 | 95.37 | p<0.001 | 91.1 |
年降雨量APP | 0.002 | 0.06 | 18.02 | p<0.001 | 85.2 |
外来游客人数NFT | 3.590 | 0.27 | 6.79 | p<0.05 | 88.1 |
人口密度PLD | -0.479 | -0.26 | 7.12 | p<0.05 | 90.6 |
纬度LTD | -1.440 | -0.58 | 4.44 | p<0.05 | 91.2 |
回归系数 Regression coefficient | 标准化系数 Standardized coefficient | F值 F-value | 显著性水平 Significance | 累积解释方差 Accumulated variance explained (%) | |
---|---|---|---|---|---|
所有的变量All variables,r=0.98,p<0.001 | |||||
截距 Intercept | -4.420 | p<0.05 | |||
交通密度TPD | 0.000 | 0.200 | 123.18 | p<0.001 | 80.41 |
1月平均气温MT1 | 0.057 | 0.398 | 20.59 | p<0.001 | 88.55 |
外来游客人数NFT | -0.320 | -0.286 | 7.50 | p<0.05 | 90.97 |
经度LGD | 0.004 | 0.027 | 5.00 | p<0.05 | 92.39 |
年度生产总值GDP | -0.600 | -0.447 | 1.83 | p<0.05 | 94.49 |
进口货物总额VIC | 0.390 | 0.455 | 3.25 | p<0.05 | 96.00 |
Table 4 Results of stepwise regressions between ID and environmental and anthropological factors
回归系数 Regression coefficient | 标准化系数 Standardized coefficient | F值 F-value | 显著性水平 Significance | 累积解释方差 Accumulated variance explained (%) | |
---|---|---|---|---|---|
所有的变量All variables,r=0.98,p<0.001 | |||||
截距 Intercept | -4.420 | p<0.05 | |||
交通密度TPD | 0.000 | 0.200 | 123.18 | p<0.001 | 80.41 |
1月平均气温MT1 | 0.057 | 0.398 | 20.59 | p<0.001 | 88.55 |
外来游客人数NFT | -0.320 | -0.286 | 7.50 | p<0.05 | 90.97 |
经度LGD | 0.004 | 0.027 | 5.00 | p<0.05 | 92.39 |
年度生产总值GDP | -0.600 | -0.447 | 1.83 | p<0.05 | 94.49 |
进口货物总额VIC | 0.390 | 0.455 | 3.25 | p<0.05 | 96.00 |
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