Ecology and Environmental Sciences ›› 2025, Vol. 34 ›› Issue (10): 1618-1632.DOI: 10.16258/j.cnki.1674-5906.2025.10.012
• Research Article [Environmental Science] • Previous Articles Next Articles
ZHANG Xiaoqing1(), LIAO Xingyue1, LI Guo2,*(
), REN Dajun1, ZHANG Shuqin1
Received:
2025-02-19
Online:
2025-10-18
Published:
2025-09-26
张晓晴1(), 廖星月1, 李果2,*(
), 任大军1, 张淑琴1
通讯作者:
E-mail: 作者简介:
张晓晴(1984年生),女,教授,硕士研究生导师,主要从事生态环境风险及污染防治研究工作。E-mail: zhangxiaoqing@wust.edu.cn
基金资助:
CLC Number:
ZHANG Xiaoqing, LIAO Xingyue, LI Guo, REN Dajun, ZHANG Shuqin. Assessment of Water Ecological Security and Future Trend Projection for Urban Agglomerations along the Main Stream of the Yangtze River in Hubei Province Based on the DPSIR Model[J]. Ecology and Environmental Sciences, 2025, 34(10): 1618-1632.
张晓晴, 廖星月, 李果, 任大军, 张淑琴. 基于DPSIR模型的湖北省长江干流城市群水生态安全评估及未来趋势预测[J]. 生态环境学报, 2025, 34(10): 1618-1632.
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URL: https://www.jeesci.com/EN/10.16258/j.cnki.1674-5906.2025.10.012
准则层 | 研究区域 | 参考文献 | ||||
---|---|---|---|---|---|---|
驱动力(D) | 压力(P) | 状态(S) | 影响(I) | 响应(R) | ||
人口自然增长率,年末常住人口总数,地区生产总值,人均GDP,GDP增长率 | 用水总量,人均用水量,生态用水,万元GDP用水量,废水排放量,COD排放量,NH3-N排放量 | 水资源总量,人均水资源占有量,地表水资源量,地下水资源量,年平均降水量 | 沙化土地面积,森林覆盖率,劣Ⅴ类以下河段比例,城市水功能区个数达标率 | 城市污水处理率,工业废水治理投资额,节水灌溉面积,累计除涝面积,累计水土流失治理面积,污水处理投资额 | 西北地区 | 曹源圆, |
人口自然增长率,人均GDP,城镇化率,农林牧渔总产值,工业增加值 | 万元工业增加值用水量,生活用水量,万元GDP用水量,人均用水量,万元工业增加值废水排放量 | 产水规模,人均水资源量,年降水总量 | 湿地面积,有效灌溉面积,生态用水量 | 累积达标堤防,水土流失治理面积,污水处理总量,城市污水处理率 | 湖南省 | 付丽娜等, |
GDP增长率,人口自然增长率,单位面积水资源量,万元工业产值用水量 | 农业用水率,生态用水率,人均日生活用水量,万元产值废污水排放量 | 人均水资源量,水资源利用率,水质监测断面达标比例,人均GDP,恩格尔系数,森林覆盖率,城市化率 | 建成区绿化覆盖率,第三产业增加值比重,用水普及率 | 城市生活污水处理率,工业固废综合利用率,水利及公共设施投资占比,万人在校大学生数 | 陕西省 | 郭嘉嘉等, |
总人口,城镇化率,人均GDP,城镇常住人口人均可支配收入,工业增加值,农林牧渔业增加值 | 工业用水量,生活用水量,农田灌溉用水量,万元GDP用水量,万元工业增加值用水量 | 生活污水排放量,工业废水排放量,总磷排放量,废水中氨氮排放量,COD排放量,市政工程污水处理率,排入污水处理厂的工业废水排放总量,人均水资源量,总供水量 | 生态环境用水量,中水回用率,产水系数,年生态基流满足率 | 生态保护红线面积比指数,水生生物多样性指数,自然岸线比例,湿地面积,自然保护区面积,绿化覆盖面积,饮用水源水质达标率,水功能区水质达标率 | 安徽省芜湖市 | 卢开东等, |
人口自然增长率,年末常住人口,人均生产总值,第三产业比例,建成区面积,城镇化率 | 废水排放总量,工业废水排放量,洪涝台旱灾害受灾面积,森林覆盖率,用水总量,工业用水量,总耗水量,农田灌溉用水量 | 地表水环境功能区水质达标率,地表水Ⅰ-Ⅲ类水质断面比例,降水量,大中型水库年末蓄水总量,产水模数,平均耗水率,平均水资源利用率 | 劣Ⅴ类水质断面比例,集中式饮用水源地水质达标率,洪涝台旱灾害受灾人口,洪涝台旱灾害直接经济损失,用水普及率,村庄供水普及率,农田灌溉单位面积平均用水量,单位GDP用水量 | 城市污水处理率,污水处理总能力,除涝面积,堤塘长度,供水综合生产能力,供水管道长度,工业用水重复利用率,节水灌溉面积 | 浙江省 | 申开丽等, |
人均GDP,人口密度,城镇化率,人口增长率 | 地表水供量,地下水开采量,污水排放量,工业总产值增长速度,农业灌溉面积 | 年降水量,地表水资源量,地下水资源量 | 水资源利用率,浅层地下水污染比例,劣五类河长占比,水功能区达标率 | 全市蓄水总量,污水处理率,节能环保支出占公共预算支出比重 | 吉林省长春市 | 朱逸凡等, |
人均GDP,第三产业占GDP比重,第二产业占GDP比重,人口自然增长率,人口密度,单位面积卫生机构床位数 | 万元工业增加值用水量,万元GDP用水量,单位面积COD排放量,人均用水量,单位面积氨氮排放量,灌溉面积,人均综合用水量 | 水功能区达标率,耕地面积减少比例,工业废水排放量,酸雨发生率 | 单位面积平均产量,农业用电量,Ⅰ-Ⅲ类水比例 | 灌溉水利系数,农民可支配收入,农业用水比例,生态用水比例,单位面积平均用水量 | 江淮 生态大走廊 | 杨婷,2021 |
GDP增长率,农林牧渔总产值,人均水资源量,城镇化率,人口自然增长率,第二产业占GDP比重,第三产业占GDP比重 | 万元GDP用水量,万元工业增加值用水量,生活用水量,人均用水量,工业废水排放量 | 年降水量,产水模数,总供水量,地下水资源量,地表水资源量,大中型水库年末蓄水量 | 生态环境用水量,人均公园绿地面积,建成区绿化覆盖率,农民可支配收入 | 污水处理总量,城市污水集中处理率 | 湖北省长江 干流 城市群 | 本研究 |
Table 1 Selected water ecological security indicators in previous and current studies under the DPSIR framework
准则层 | 研究区域 | 参考文献 | ||||
---|---|---|---|---|---|---|
驱动力(D) | 压力(P) | 状态(S) | 影响(I) | 响应(R) | ||
人口自然增长率,年末常住人口总数,地区生产总值,人均GDP,GDP增长率 | 用水总量,人均用水量,生态用水,万元GDP用水量,废水排放量,COD排放量,NH3-N排放量 | 水资源总量,人均水资源占有量,地表水资源量,地下水资源量,年平均降水量 | 沙化土地面积,森林覆盖率,劣Ⅴ类以下河段比例,城市水功能区个数达标率 | 城市污水处理率,工业废水治理投资额,节水灌溉面积,累计除涝面积,累计水土流失治理面积,污水处理投资额 | 西北地区 | 曹源圆, |
人口自然增长率,人均GDP,城镇化率,农林牧渔总产值,工业增加值 | 万元工业增加值用水量,生活用水量,万元GDP用水量,人均用水量,万元工业增加值废水排放量 | 产水规模,人均水资源量,年降水总量 | 湿地面积,有效灌溉面积,生态用水量 | 累积达标堤防,水土流失治理面积,污水处理总量,城市污水处理率 | 湖南省 | 付丽娜等, |
GDP增长率,人口自然增长率,单位面积水资源量,万元工业产值用水量 | 农业用水率,生态用水率,人均日生活用水量,万元产值废污水排放量 | 人均水资源量,水资源利用率,水质监测断面达标比例,人均GDP,恩格尔系数,森林覆盖率,城市化率 | 建成区绿化覆盖率,第三产业增加值比重,用水普及率 | 城市生活污水处理率,工业固废综合利用率,水利及公共设施投资占比,万人在校大学生数 | 陕西省 | 郭嘉嘉等, |
总人口,城镇化率,人均GDP,城镇常住人口人均可支配收入,工业增加值,农林牧渔业增加值 | 工业用水量,生活用水量,农田灌溉用水量,万元GDP用水量,万元工业增加值用水量 | 生活污水排放量,工业废水排放量,总磷排放量,废水中氨氮排放量,COD排放量,市政工程污水处理率,排入污水处理厂的工业废水排放总量,人均水资源量,总供水量 | 生态环境用水量,中水回用率,产水系数,年生态基流满足率 | 生态保护红线面积比指数,水生生物多样性指数,自然岸线比例,湿地面积,自然保护区面积,绿化覆盖面积,饮用水源水质达标率,水功能区水质达标率 | 安徽省芜湖市 | 卢开东等, |
人口自然增长率,年末常住人口,人均生产总值,第三产业比例,建成区面积,城镇化率 | 废水排放总量,工业废水排放量,洪涝台旱灾害受灾面积,森林覆盖率,用水总量,工业用水量,总耗水量,农田灌溉用水量 | 地表水环境功能区水质达标率,地表水Ⅰ-Ⅲ类水质断面比例,降水量,大中型水库年末蓄水总量,产水模数,平均耗水率,平均水资源利用率 | 劣Ⅴ类水质断面比例,集中式饮用水源地水质达标率,洪涝台旱灾害受灾人口,洪涝台旱灾害直接经济损失,用水普及率,村庄供水普及率,农田灌溉单位面积平均用水量,单位GDP用水量 | 城市污水处理率,污水处理总能力,除涝面积,堤塘长度,供水综合生产能力,供水管道长度,工业用水重复利用率,节水灌溉面积 | 浙江省 | 申开丽等, |
人均GDP,人口密度,城镇化率,人口增长率 | 地表水供量,地下水开采量,污水排放量,工业总产值增长速度,农业灌溉面积 | 年降水量,地表水资源量,地下水资源量 | 水资源利用率,浅层地下水污染比例,劣五类河长占比,水功能区达标率 | 全市蓄水总量,污水处理率,节能环保支出占公共预算支出比重 | 吉林省长春市 | 朱逸凡等, |
人均GDP,第三产业占GDP比重,第二产业占GDP比重,人口自然增长率,人口密度,单位面积卫生机构床位数 | 万元工业增加值用水量,万元GDP用水量,单位面积COD排放量,人均用水量,单位面积氨氮排放量,灌溉面积,人均综合用水量 | 水功能区达标率,耕地面积减少比例,工业废水排放量,酸雨发生率 | 单位面积平均产量,农业用电量,Ⅰ-Ⅲ类水比例 | 灌溉水利系数,农民可支配收入,农业用水比例,生态用水比例,单位面积平均用水量 | 江淮 生态大走廊 | 杨婷,2021 |
GDP增长率,农林牧渔总产值,人均水资源量,城镇化率,人口自然增长率,第二产业占GDP比重,第三产业占GDP比重 | 万元GDP用水量,万元工业增加值用水量,生活用水量,人均用水量,工业废水排放量 | 年降水量,产水模数,总供水量,地下水资源量,地表水资源量,大中型水库年末蓄水量 | 生态环境用水量,人均公园绿地面积,建成区绿化覆盖率,农民可支配收入 | 污水处理总量,城市污水集中处理率 | 湖北省长江 干流 城市群 | 本研究 |
准则层 | 指标 | 指标性质 | 权重 |
---|---|---|---|
驱动力指标(D) | GDP增长率(D1) | 正 | 0.01 |
人均GDP(D2) | 正 | 0.04 | |
农林牧渔总产值(D3) | 正 | 0.04 | |
人均水资源量(D4) | 正 | 0.05 | |
城镇化率(D5) | 正 | 0.01 | |
人口自然增长率(D6) | 负 | 0.01 | |
第二产业占GDP比重(D7) | 负 | 0.03 | |
第三产业占GDP比重(D8) | 正 | 0.04 | |
压力指标(P) | 万元GDP用水量(P1) | 负 | 0.01 |
万元工业增加值用水量(P2) | 负 | 0.01 | |
生活用水量(P3) | 负 | 0.01 | |
人均用水量(P4) | 负 | 0.01 | |
工业废水排放量(P5) | 负 | 0.01 | |
状态指标(S) | 年降水量(S1) | 正 | 0.03 |
产水模数(S2) | 正 | 0.04 | |
总供水量(S3) | 正 | 0.04 | |
地下水资源量(S4) | 正 | 0.05 | |
地表水资源量(S5) | 正 | 0.06 | |
大中型水库年末蓄水量(S6) | 正 | 0.08 | |
影响指标(I) | 生态环境用水量(I1) | 正 | 0.22 |
人均公园绿地面积(I2) | 正 | 0.01 | |
建成区绿化覆盖率(I3) | 正 | 0.01 | |
农民可支配收入(I4) | 正 | 0.03 | |
响应指标(R) | 污水处理总量(R1) | 正 | 0.17 |
城市污水集中处理率(R2) | 正 | 0.01 |
Table 2 Water ecosystem security assessment
准则层 | 指标 | 指标性质 | 权重 |
---|---|---|---|
驱动力指标(D) | GDP增长率(D1) | 正 | 0.01 |
人均GDP(D2) | 正 | 0.04 | |
农林牧渔总产值(D3) | 正 | 0.04 | |
人均水资源量(D4) | 正 | 0.05 | |
城镇化率(D5) | 正 | 0.01 | |
人口自然增长率(D6) | 负 | 0.01 | |
第二产业占GDP比重(D7) | 负 | 0.03 | |
第三产业占GDP比重(D8) | 正 | 0.04 | |
压力指标(P) | 万元GDP用水量(P1) | 负 | 0.01 |
万元工业增加值用水量(P2) | 负 | 0.01 | |
生活用水量(P3) | 负 | 0.01 | |
人均用水量(P4) | 负 | 0.01 | |
工业废水排放量(P5) | 负 | 0.01 | |
状态指标(S) | 年降水量(S1) | 正 | 0.03 |
产水模数(S2) | 正 | 0.04 | |
总供水量(S3) | 正 | 0.04 | |
地下水资源量(S4) | 正 | 0.05 | |
地表水资源量(S5) | 正 | 0.06 | |
大中型水库年末蓄水量(S6) | 正 | 0.08 | |
影响指标(I) | 生态环境用水量(I1) | 正 | 0.22 |
人均公园绿地面积(I2) | 正 | 0.01 | |
建成区绿化覆盖率(I3) | 正 | 0.01 | |
农民可支配收入(I4) | 正 | 0.03 | |
响应指标(R) | 污水处理总量(R1) | 正 | 0.17 |
城市污水集中处理率(R2) | 正 | 0.01 |
水生态安全综合得分 | 0-0.20 | 0.20-0.40 | 0.40-0.60 | 0.60-0.80 | 0.80-1.00 |
---|---|---|---|---|---|
等级 | Ⅰ | Ⅱ | Ⅲ | Ⅳ | Ⅴ |
状态 | 重度警告 | 中度警告 | 预警 | 较安全 | 安全 |
Table 3 Classification of water ecological safety evaluation grades
水生态安全综合得分 | 0-0.20 | 0.20-0.40 | 0.40-0.60 | 0.60-0.80 | 0.80-1.00 |
---|---|---|---|---|---|
等级 | Ⅰ | Ⅱ | Ⅲ | Ⅳ | Ⅴ |
状态 | 重度警告 | 中度警告 | 预警 | 较安全 | 安全 |
地区 | p | 精度等级 | 后验差比(C) | 精度等级 |
---|---|---|---|---|
武汉市 | 0.93 | 好 | 0.14 | 优良 |
黄石市 | 0.71 | 可以接受 | 0.41 | 好 |
荆州市 | 0.87 | 好 | 0.24 | 优良 |
宜昌市 | 0.87 | 好 | 0.27 | 优良 |
黄冈市 | 0.70 | 可以接受 | 0.46 | 好 |
鄂州市 | 0.73 | 可以接受 | 0.23 | 优良 |
恩施州 | 0.73 | 可以接受 | 0.29 | 优良 |
咸宁市 | 0.71 | 可以接受 | 0.38 | 好 |
湖北省 | 0.73 | 可以接受 | 0.31 | 优良 |
Table 4 The test table for predicting water ecological safety of urban agglomerations on the Yangtze River mainstem in Hubei Province
地区 | p | 精度等级 | 后验差比(C) | 精度等级 |
---|---|---|---|---|
武汉市 | 0.93 | 好 | 0.14 | 优良 |
黄石市 | 0.71 | 可以接受 | 0.41 | 好 |
荆州市 | 0.87 | 好 | 0.24 | 优良 |
宜昌市 | 0.87 | 好 | 0.27 | 优良 |
黄冈市 | 0.70 | 可以接受 | 0.46 | 好 |
鄂州市 | 0.73 | 可以接受 | 0.23 | 优良 |
恩施州 | 0.73 | 可以接受 | 0.29 | 优良 |
咸宁市 | 0.71 | 可以接受 | 0.38 | 好 |
湖北省 | 0.73 | 可以接受 | 0.31 | 优良 |
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