Journal of Desert Research ›› 2022, Vol. 42 ›› Issue (6): 221-232.DOI: 10.7522/j.issn.1000-694X.2022.00055
Shengtang Wang1,2,4(), Yingchun Ge1,2, Shaokun Wang3, Xiaolong Zhang5, Ying Yang6(
)
Received:
2021-01-13
Revised:
2022-04-08
Online:
2022-11-20
Published:
2023-01-09
Contact:
Ying Yang
CLC Number:
Shengtang Wang, Yingchun Ge, Shaokun Wang, Xiaolong Zhang, Ying Yang. Responses of plant species diversity to land use change: a case study in the Heihe River Basin[J]. Journal of Desert Research, 2022, 42(6): 221-232.
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URL: http://www.desert.ac.cn/EN/10.7522/j.issn.1000-694X.2022.00055
驱动因子 | 耕地 | 林地 | 草地 | 水域 | 建设用地 | 未利用土地 |
---|---|---|---|---|---|---|
海拔 | -0.004633 | -0.002520 | 0.000032 | 0.000437 | 0.002479 | 0.002399 |
坡度 | -0.194415 | 0.114363 | 0.036294 | -0.004712 | 0.070852 | 0.004448 |
与河流距离 | -0.000535 | -0.000078 | 0.000007 | -0.000079 | 0.000300 | 0.000175 |
与高速公路距离 | -0.000011 | 0.000005 | -0.000003 | -0.000015 | 0.000005 | 0.000006 |
与干道距离 | -0.000072 | -0.000032 | -0.000001 | 0.000007 | -0.000180 | 0.000022 |
与自然村距离 | -0.000169 | -0.000134 | -0.000084 | -0.000032 | -0.000729 | 0.000127 |
GDP | 0.018967 | -0.016861 | -0.101271 | -0.018268 | 0.006181 | -0.053895 |
人口总数 | -0.001504 | 0.001221 | 0.002097 | 0.000228 | -0.000646 | 0.002378 |
降水 | 0.022171 | 0.002215 | 0.004593 | -0.007821 | -0.003478 | -0.012619 |
气温 | -0.028120 | -0.044876 | -0.006865 | -0.023630 | 0.021173 | 0.032494 |
常数 | 8.799812 | 1.665596 | -1.511415 | -2.429919 | -12.168004 | -5.789236 |
ROC值 | 0.978 | 0.882 | 0.919 | 0.899 | 0.949 | 0.972 |
Table 1 Logistic regression coefficient between land use types and driving factors and regression accuracy ( ROC )
驱动因子 | 耕地 | 林地 | 草地 | 水域 | 建设用地 | 未利用土地 |
---|---|---|---|---|---|---|
海拔 | -0.004633 | -0.002520 | 0.000032 | 0.000437 | 0.002479 | 0.002399 |
坡度 | -0.194415 | 0.114363 | 0.036294 | -0.004712 | 0.070852 | 0.004448 |
与河流距离 | -0.000535 | -0.000078 | 0.000007 | -0.000079 | 0.000300 | 0.000175 |
与高速公路距离 | -0.000011 | 0.000005 | -0.000003 | -0.000015 | 0.000005 | 0.000006 |
与干道距离 | -0.000072 | -0.000032 | -0.000001 | 0.000007 | -0.000180 | 0.000022 |
与自然村距离 | -0.000169 | -0.000134 | -0.000084 | -0.000032 | -0.000729 | 0.000127 |
GDP | 0.018967 | -0.016861 | -0.101271 | -0.018268 | 0.006181 | -0.053895 |
人口总数 | -0.001504 | 0.001221 | 0.002097 | 0.000228 | -0.000646 | 0.002378 |
降水 | 0.022171 | 0.002215 | 0.004593 | -0.007821 | -0.003478 | -0.012619 |
气温 | -0.028120 | -0.044876 | -0.006865 | -0.023630 | 0.021173 | 0.032494 |
常数 | 8.799812 | 1.665596 | -1.511415 | -2.429919 | -12.168004 | -5.789236 |
ROC值 | 0.978 | 0.882 | 0.919 | 0.899 | 0.949 | 0.972 |
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