China Safety Science Journal ›› 2026, Vol. 36 ›› Issue (1): 234-241.doi: 10.16265/j.cnki.issn1003-3033.2026.01.1174
• Disaster Prevention and Mitigation Technology and Engineering • Previous Articles Next Articles
ZHANG Xiaojun1(
), HU Yi1, TANG Ruibin2,**(
)
Received:2025-09-25
Revised:2025-11-05
Online:2026-01-28
Published:2026-07-28
Contact:
TANG Ruibin
CLC Number:
ZHANG Xiaojun, HU Yi, TANG Ruibin. Structural characteristics and driving factors of cross-regional collaborative networks for natural disasters in Yangtze River delta[J]. China Safety Science Journal, 2026, 36(1): 234-241.
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Table 2
Top 10 regions by node centrality
| 点度中心度 | 中介中心度 | 接近中心度 |
|---|---|---|
| 上海市(11.30) | 浙江省(46.89) | 安徽省(91.84) |
| 江苏省(10.03) | 安徽省(46.62) | 江苏省(88.24) |
| 安徽省(9.55) | 宣城市(39.14) | 浙江省(86.54) |
| 浙江省(9.18) | 江苏省(31.15) | 宣城市(86.54) |
| 宣城市(4.50) | 芜湖市(25.50) | 常州市(84.91) |
| 嘉兴市(4.10) | 常州市(23.48) | 芜湖市(84.91) |
| 常州市(3.94) | 上海市(21.77) | 上海市(81.82) |
| 芜湖市(3.55) | 嘉兴市(19.29) | 连云港市(77.59) |
| 苏州市(3.18) | 蚌埠市(15.04) | 铜陵市(76.27) |
| 滁州市(2.78) | 连云港市(13.74) | 蚌埠市(76.27) |
Table 3
QAP correlation analysis result
| 变量 | 相关系数 | 变量 | 相关系数 | ||
|---|---|---|---|---|---|
| D | 0.341*** | A | 0.493*** | ||
| G | 2019 | -0.212*** | P | 2019 | -0.155** |
| 2020 | -0.217*** | 2020 | -0.157** | ||
| 2021 | -0.218*** | 2021 | -0.155** | ||
| 2022 | -0.220*** | 2022 | -0.159** | ||
| 2023 | -0.064* | 2023 | 0.148** | ||
| T | 2019 | -0.125*** | H | 2019 | -0.066 |
| 2020 | -0.113** | 2020 | 0.212*** | ||
| 2021 | -0.137*** | 2021 | -0.131*** | ||
| 2022 | -0.135** | 2022 | -0.130*** | ||
| 2023 | -0.125** | 2023 | -0.096** | ||
| C | 0.315*** | — | — | ||
Table 4
MR-QAP regression analysis result
| 年份 | 变量 | 标准化回归系数 | R2 | 调整后的R2 |
|---|---|---|---|---|
| 2019 | D | 0.458*** | 0.386 | 0.384 |
| G | 0.010 | |||
| T | -0.150*** | |||
| P | -0.031 | |||
| H | -0.099** | |||
| A | 0.117*** | |||
| C | 0.333*** | |||
| 2020 | D | 0.456*** | 0.382 | 0.380 |
| G | -0.054 | |||
| T | -0.062* | |||
| P | -0.138* | |||
| H | -0.026 | |||
| A | 0.126*** | |||
| C | 0.328*** | |||
| 2021 | D | 0.459*** | 0.385 | 0.383 |
| G | -0.027 | |||
| T | -0.115** | |||
| P | -0.073 | |||
| H | -0.083** | |||
| A | 0.134*** | |||
| C | 0.326*** | |||
| 2022 | D | 0.459*** | 0.385 | 0.383 |
| G | -0.026 | |||
| T | -0.105** | |||
| P | 0.081 | |||
| H | -0.079** | |||
| A | 0.135*** | |||
| C | 0.327*** | |||
| 2023 | D | 0.195*** | 0.363 | 0.360 |
| G | 0.070* | |||
| T | -0.225*** | |||
| P | 0.311*** | |||
| H | -0.155*** | |||
| A | 0.316*** | |||
| C | 0.153*** |
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