Resources Science ›› 2020, Vol. 42 ›› Issue (7): 1395-1404.doi: 10.18402/resci.2020.07.15
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XU Tao1(), Ni Qi2, Qiao Dan1, YAO Liuyang3, ZHAO Minjuan2(
)
Received:
2019-10-25
Revised:
2020-01-16
Online:
2020-07-25
Published:
2020-09-25
Contact:
ZHAO Minjuan
E-mail:xutao_2013@outlook.com;minjuan.zhao@nwsuaf.edu.cn
XU Tao, Ni Qi, Qiao Dan, YAO Liuyang, ZHAO Minjuan. Distance effect on the willingness of rural residents to participate in watershed ecological restoration: Evidence from the Shiyang River Basin[J].Resources Science, 2020, 42(7): 1395-1404.
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Table 1
Indicator system of choice experiments"
指标 | 指标含意 | 等级 |
---|---|---|
上游生态配水量/百万m3 | 上游水源涵养林、草地基本用水和沙漠边缘地区人工防护林体系灌溉用水。目前,上游年度生态配水量为700万m3。 | 7(+0) 11(+4) 15(+8) |
中游生态配水量/百万m3 | 中游天然林木、草地基本用水、人工防护林体系灌溉用水,及地下水回补。目前,中游年度生态配水量为9500万m3。 | 95(+0) 115(+20) 135(+40) |
下游生态配水量/百万m3 | 下游天然旱生植被(沙枣、红柳、梭梭等)基本用水、人工绿洲防护林体系灌溉用水、地下水回补,及末端青土湖生态注水。目前,下游年度生态配水量为10000万m3(其中青土湖注水量为3100万m3)。 | 100(+0) 130(+40) 160(+60) |
红崖山水库水质 | 红崖山水库水质等级。清洁的水源是居民生活和动植物生存的基础,同时也能够提供休闲、娱乐等功能。目前,水质级别为Ⅳ类。 | Ⅳ类(保持) Ⅲ类(改善) |
支付意愿/元 | 为了流域生态环境的改善,未来10年,您家每年愿意支付的费用。 | 0;50;100;200;300 |
Table 3
Variable description"
变量 | 变量描述(赋值) |
---|---|
上游生态配水量/百万m3 | 上游生态配水量的增加量 |
中游生态配水量/百万m3 | 中游生态配水量的增加量 |
下游生态配水量/百万m3 | 下游生态配水量的增加量 |
红崖山水库水质 | 红崖山水库水质级别(Ⅳ类水质=4;Ⅲ类水质=3) |
支付意愿/元 | 受访者家庭愿意为流域生态治理支付的费用 |
河岸距离/km | 受访者距离石羊河河岸的距离 |
水库距离/km | 受访者距离红崖山水库的距离 |
性别 | 受访者的性别(男性=1;女性=0) |
年龄/岁 | 受访者的年龄 |
受教育年限/年 | 受访者接受教育的年限 |
抚养比 | 受访者家庭中非劳动年龄人口与劳动年龄人口数之比 |
农业收入占比 | 受访者家庭农业收入占总收入的比重 |
生态治理认知 | 生态改善对于受访者家庭的重要程度(重要程度0~10:一点也不重要=0;一般重要=5;非常重要=10) |
Table 4
Variable descriptive statistics"
变量 | 上游 | 中游 | 下游 | |||||
---|---|---|---|---|---|---|---|---|
均值 | 标准差 | 均值 | 标准差 | 均值 | 标准差 | |||
上游生态配水量 | 3.564 | 3.325 | 3.439 | 3.335 | 2.974 | 3.240 | ||
中游生态配水量 | 16.788 | 16.715 | 20.760 | 16.696 | 15.156 | 16.404 | ||
下游生态配水量 | 25.545 | 25.247 | 23.302 | 24.159 | 27.770 | 25.728 | ||
红崖山水库水质 | 3.397 | 0.489 | 3.447 | 0.497 | 3.434 | 0.496 | ||
支付意愿 | 133.788 | 104.094 | 126.841 | 97.859 | 116.787 | 100.030 | ||
河岸距离 | 20.878 | 4.017 | 3.958 | 2.401 | 15.061 | 18.840 | ||
水库距离 | 83.860 | 7.579 | 58.360 | 13.823 | 41.818 | 19.195 | ||
性别 | 0.627 | 0.484 | 0.723 | 0.447 | 0.719 | 0.449 | ||
年龄 | 45.900 | 13.318 | 43.865 | 11.284 | 51.281 | 10.767 | ||
受教育年限 | 7.823 | 4.258 | 9.021 | 3.338 | 8.460 | 3.283 | ||
抚养比 | 1.114 | 1.051 | 1.065 | 1.030 | 0.793 | 0.827 | ||
农业收入占比 | 0.705 | 1.366 | 0.481 | 0.644 | 0.458 | 0.299 | ||
生态治理认知 | 8.791 | 1.849 | 8.135 | 2.081 | 8.388 | 2.147 |
Table 5
Results of the multinomial logit (MNL) model estimation"
变量 | 上游 | 中游 | 下游 | |||||
---|---|---|---|---|---|---|---|---|
模型Ⅰ | 模型Ⅱ | 模型Ⅰ | 模型Ⅱ | 模型Ⅰ | 模型Ⅱ | |||
上游生态配水量 | 0.038* | 0.039* | 0.005 | 0.005 | -0.018 | -0.019 | ||
中游生态配水量 | 0.004 | 0.004 | 0.019*** | 0.019*** | 0.001 | 0.001 | ||
下游生态配水量 | 0.005* | 0.005 | 0.0001 | 0.0001 | 0.014*** | 0.014*** | ||
红崖山水库水质 | -0.996*** | -0.994*** | -0.671*** | -0.673*** | -1.092*** | -1.088*** | ||
支付意愿 | -0.002** | -0.002** | -0.003*** | -0.003*** | -0.004*** | -0.004*** | ||
ASC | -0.358 | -4.261 | -1.001*** | 0.621 | -0.493** | 1.628 | ||
ASC×河岸距离 | — | 0.045 | — | -0.405*** | — | 0.006 | ||
ASC×水库距离 | — | -0.013 | — | -0.033* | — | -0.021*** | ||
ASC×性别 | — | -1.182*** | — | -0.560 | — | -0.220 | ||
ASC×年龄 | — | 0.083*** | — | 0.075*** | — | 0.015 | ||
ASC×受教育年限 | — | 0.073 | — | -0.056 | — | -0.074 | ||
ASC×抚养比 | — | 0.190 | — | 0.449*** | — | 0.242 | ||
ASC×农业收入占比 | — | -2.691*** | — | -1.327** | — | -0.969* | ||
ASC×生态治理认知 | — | -0.173* | — | -0.144* | — | -0.142** | ||
Log likelihood | -303.706 | -277.271 | -373.005 | -341.103 | -378.269 | -366.046 | ||
LR χ2(n) | 117.670*** | 170.540*** | 179.020*** | 242.83*** | 159.71*** | 184.150*** | ||
Pseudo R2 | 0.162 | 0.235 | 0.194 | 0.263 | 0.174 | 0.201 |
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