Evaluation results of social-ecological system vulnerability
| First-level indicators | Mean value | Secondary indicators | Mean value | Third-level indicators | Mean value |
|---|---|---|---|---|---|
| Exposure | 0.809 | Climate variability | 0.291 | Mean square deviation of annual average temperature (0.2042) | 0.159 |
| Mean square error of annual average rainfall (0.1621) | 0.132 | ||||
| Natural disasters | 0.518 | Flood frequency (0.1744) | 0.164 | ||
| Frequency of drought (0.2838) | 0.206 | ||||
| Frequency of heavy snow (0.1755) | 0.148 | ||||
| Sensitivity | 0.729 | Social subsystem | 0.347 | Proportion of social support (0.1123) | 0.131 |
| Effective irrigation rate of cultivated land (0.0845) | 0.068 | ||||
| Proportion of female-dominated households (0.1308) | 0.148 | ||||
| Ecological subsystem | 0.150 | Forest coverage (0.1344) | 0.082 | ||
| Air quality excellence rate (0.1258) | 0.068 | ||||
| Social-ecological system closeness | 0.232 | Residential stickiness (0.1842) | 0.145 | ||
| Extent of deforestation (0.2280) | 0.087 | ||||
| Adaptability | 0.297 | Adaptation willingness | 0.072 | Proportion of households involved in ditch management (0.0645) | 0.030 |
| Climate change perception (0.0581) | 0.042 | ||||
| Natural capital | 0.019 | Per capita cultivated land area (0.1021) | 0.015 | ||
| Output value per mu of cultivated land (0.0636) | 0.004 | ||||
| Physical capital | 0.044 | Types of fixed assets (0.0848) | 0.021 | ||
| Per capita housing area (0.1021) | 0.023 | ||||
| Human capital | 0.048 | Household labor force (0.0956) | 0.032 | ||
| Education level of adult labor force (0.1214) | 0.016 | ||||
| Human capital | 0.047 | Social network support (0.0687) | 0.042 | ||
| Proportion of families participating in cooperative organizations (0.1123) | 0.005 | ||||
| Financial capital | 0.067 | Annual household income (0.0603) | 0.036 | ||
| Proportion of families receiving unpaid financial help (0.0665) | 0.031 | ||||
| Vulnerability | 0.373 | ||||
| First-level | Mean | Secondary indicators | Mean | Third-level indicators | Mean |
|---|---|---|---|---|---|
| Exposure | 0.809 | Climate variability | 0.291 | Mean square deviation of annual average temperature (0.2042) | 0.159 |
| Mean square error of annual average rainfall (0.1621) | 0.132 | ||||
| Natural disasters | 0.518 | Flood frequency (0.1744) | 0.164 | ||
| Frequency of drought (0.2838) | 0.206 | ||||
| Frequency of heavy snow (0.1755) | 0.148 | ||||
| Sensitivity | 0.729 | Social subsystem | 0.347 | Proportion of social support (0.1123) | 0.131 |
| Effective irrigation rate of cultivated land (0.0845) | 0.068 | ||||
| Proportion of female-dominated households (0.1308) | 0.148 | ||||
| Ecological subsystem | 0.150 | Forest coverage (0.1344) | 0.082 | ||
| Air quality excellence rate (0.1258) | 0.068 | ||||
| Social-ecological system closeness | 0.232 | Residential stickiness (0.1842) | 0.145 | ||
| Extent of deforestation (0.2280) | 0.087 | ||||
| Adaptability | 0.297 | Adaptation willingness | 0.072 | Proportion of households involved in ditch management (0.0645) | 0.030 |
| Climate change perception (0.0581) | 0.042 | ||||
| Natural capital | 0.019 | Per capita cultivated land area (0.1021) | 0.015 | ||
| Output value per mu of cultivated land (0.0636) | 0.004 | ||||
| Physical capital | 0.044 | Types of fixed assets (0.0848) | 0.021 | ||
| Per capita housing area (0.1021) | 0.023 | ||||
| Human capital | 0.048 | Household labor force (0.0956) | 0.032 | ||
| Education level of adult labor force (0.1214) | 0.016 | ||||
| Human capital | 0.047 | Social network support (0.0687) | 0.042 | ||
| Proportion of families participating in cooperative organizations (0.1123) | 0.005 | ||||
| Financial capital | 0.067 | Annual household income (0.0603) | 0.036 | ||
| Proportion of families receiving unpaid financial help (0.0665) | 0.031 | ||||
| Vulnerability | 0.373 | ||||
Note:
Numbers in brackets are index weights
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