基于DPSIRM模型的汉江流域水环境风险动态评估

郑婷予, 吕泓德, 于欣鑫, 薛玉华, 沈晓梅, 姜明栋

长江科学院院报 ›› 0

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长江科学院院报 ›› 0 DOI: 10.11988/ckyyb.20260530

基于DPSIRM模型的汉江流域水环境风险动态评估

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Dynamic Assessment of Water Environmental Risk in the Hanjiang River Basin Based on the DPSIRM Model

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摘要

汉江流域作为南水北调中线工程核心水源区,探明其水环境风险因果传导路径与管理响应特征是实现流域精细治理的基础。本文构建“驱动力-压力-状态-影响-响应-管理”(DPSIRM)全链条评估框架,测度2010-2024年汉江流域8市水环境风险指数,运用核密度估计与格兰杰因果检验探究其时空演化规律与内部传导机制。结果表明:①研究期内流域风险整体显著下降,均值由0.423降至0.293,区域差异持续缩小。②环境压力(P)缓解是风险下降的主因,但表征管理缺位的管理(M)指数仍呈上升趋势,反映出管理供给滞后于治理需求的系统性矛盾。③系统内部存在“压力-状态-影响”顺次传导关系,管理对改善环境状态与缓解负面影响表现出持续的跨期调控作用,而对驱动力与响应子系统的调控则存在2期时滞。研究结论可为汉江流域环境系统治理与风险动态防控提供实证支撑。

Abstract

As the core water source area of the Middle Route of the South-to-North Water Diversion Project, identifying the causal transmission pathways and management response characteristics of water environmental risks in the Hanjiang River Basin is fundamental to achieving refined watershed governance. This study constructs a full-chain “Driving Force-Pressure-State-Impact-Response-Management” (DPSIRM) evaluation framework to measure the water environmental risk indices of eight cities in the Hanjiang River Basin from 2010 to 2024, and utilizes kernel density estimation and Granger causality tests to explore their spatiotemporal evolution patterns and internal transmission mechanisms. The results indicate that: ① During the study period, the overall risk in the basin exhibited a significant downward trend, with the average value decreasing from 0.423 to 0.293, and regional disparities continuously narrowing. ② The alleviation of environmental pressure (P) was the primary cause of risk reduction, but the management (M) index-indicating institutional gaps-maintained an upward trend, reflecting a systemic contradiction where the supply of management elements lags behind governance demands. ③ A sequential transmission relationship of "Pressure-State-Impact" exists within the system, while management exhibits a sustained cross-period regulatory effect on improving environmental state and alleviating negative impacts, whereas its regulatory efficacy on the Driving Force and Response subsystems demonstrates a two-period time lag. The research conclusions provide empirical support for systematic environmental governance and dynamic risk prevention and control in the Hanjiang River Basin.

关键词

水环境风险 / DPSIRM模型 / 风险评估 / 传导机制 / 汉江流域

Key words

water environmental risk / DPSIRM model / risk assessment / transmission mechanism / Hanjiang River Basin

引用本文

导出引用
郑婷予, 吕泓德, 于欣鑫, 等. 基于DPSIRM模型的汉江流域水环境风险动态评估[J]. 长江科学院院报. 0 https://doi.org/10.11988/ckyyb.20260530
ZHENG Ting-yu, LYU Hong-de, YU Xin-xin, et al. Dynamic Assessment of Water Environmental Risk in the Hanjiang River Basin Based on the DPSIRM Model[J]. Journal of Changjiang River Scientific Research Institute. 0 https://doi.org/10.11988/ckyyb.20260530
中图分类号: X821;F205   

参考文献

[1]
马放, 胡仁强, 李治军. 汉江流域水资源“韧性-脆弱性-可持续性”评价及其影响分析[J]. 水电能源科学, 2025, 43(5): 57-61.
(Ma F, Hu R Q, Li Z J. Evaluation of "resilience-vulnerability-sustainability" of water resources in the Hanjiang River Basin and its impact analysis[J]. Water Resources and Power, 2025, 43(5): 57-61. (in Chinese))
[2]
李云燕, 崔华. 基于DPSIR和PLS-SEM模型的京津冀城市群减污降碳协同水平评价与路径分析[J]. 环境科学, 2026(6):3666-3676.
(Li Y Y, Cui H. Evaluation and path analysis of synergistic level of pollution reduction and carbon reduction in Beijing-Tianjin-Hebei urban agglomeration based on DPSIR and PLS-SEM models[J]. Environmental Science, 2026(6):3666-3676. (in Chinese))
[3]
陈泽怡, 余珮珩, 陈奕云, 等. 汉江流域水源涵养和水质净化服务时空分析[J]. 生态经济, 2022, 38(4): 193-200.
(Chen Z Y, Yu P H, Chen Y Y, et al. Spatiotemporal analysis of water conservation and water purification services in the Hanjiang River Basin[J]. Ecological Economy, 2022, 38(4): 193-200. (in Chinese))
[4]
Liu Y, Hao Y R, Wang B, et al. Evaluation of the water resources carrying capacity in Shaanxi Province based on DPSIRM-TOPSIS analysis[J]. Ecological Indicators, 2025, 173: 113369.
[5]
Tan H M, Zhang Y J, Zhang F T, et al. Study on the spatiotemporal evolution and driving factors of ecological security in stages based on the DPSIRM-SBM model: A case study of the Yangtze River Economic Belt[J]. Environmental Management, 2024, 74(5): 895-915.
[6]
Hu J G, Wang F Q, Liu P H, et al. Evaluation of urban water cycle health status based on DPSIRM framework and AHP-FCE-Cloud model[J]. Ecological Indicators, 2025, 170: 112935.
[7]
Du L L, Niu Z R, Zhang R, et al. Evaluation of water resource carrying potential and barrier factors in Gansu Province based on game theory combined weighting and improved TOPSIS model[J]. Ecological Indicators, 2024, 166: 112438.
[8]
Zhu M T, Li B, Liu G. Groundwater risk assessment of abandoned mines based on pressure-state-response-The example of an abandoned mine in southwest China[J]. Energy Reports, 2022, (8): 10728-10740.
[9]
Liu Y W, Li J K, Xia J, et al. Risk assessment of non-point source pollution based on landscape pattern in the Hanjiang River basin, China[J]. Environmental Science and Pollution Research, 2021, 28(45): 1-15.
[10]
张熔轩, 张万顺, 刘馨, 等. 香溪河流域水环境磷风险预报预警平台[J]. 长江科学院院报, 2025, 42(2): 172-178,193.
(Zhang R X, Zhang W S, Liu X, et al. Forecasting and early warning platform for phosphorus risk in water environment of Xiangxi River Basin[J]. Journal of Yangtze River Scientific Research Institute, 2025, 42(2): 172-178,193. (in Chinese))
[11]
周夏飞, 曹国志, 於方, 等. 黄河流域水污染风险分区[J]. 环境科学, 2022, 43(5): 2448-2458.
(Zhou X F, Cao G Z, Yu F, et al. Water pollution risk zoning in the Yellow River Basin[J]. Environmental Science, 2022, 43(5): 2448-2458. (in Chinese))
[12]
Song Q R, Wang Z C, Wu T H. Risk analysis and assessment of water resource carrying capacity based on weighted gray model with improved entropy weighting method in the central plains region of China[J]. Ecological Indicators, 2024, 160: 111907.
[13]
杜涛, 曹磊, 欧阳硕, 等. 汉江上游流域水文要素演变规律及归因分析[J]. 长江科学院院报, 1-7, doi: 10.11988/ckyyb.20220887.
(Du T, Cao L, Ouyang S, et al. Evolution laws and attribution analysis of hydrological elements in the upper reaches of Hanjiang River Basin[J]. Journal of Yangtze River Scientific Research Institute, 1-7, doi: 10.11988/ckyyb.20220887. (in Chinese))
[14]
徐娟, 彭千芸, 杨继生. 流域治理中跨域间治污成本分担失衡研究[J]. 统计研究, 2024, 41(6): 86-98.
(Xu J, Peng Q Y, Yang J S. Research on the imbalance of pollution control cost sharing across regions in river basin governance[J]. Statistical Research, 2024, 41(6): 86-98. (in Chinese))
[15]
姚鹏, 胡晓宇, 孙久文, 等. 流域非连续性环境规制与污染企业结构性退出[J]. 经济地理, 2025, 45(11): 202-212.
(Yao P, Hu X Y, Sun J W, et al. Discontinuous environmental regulation in river basins and structural exit of polluting enterprises[J]. Economic Geography, 2025, 45(11): 202-212. (in Chinese))
[16]
He M, Liu G J, Li Y L, et al. Spatial-temporal distribution, source identification, risk assessment and water quality assessment of trace elements in the surface water of typical tributary in Yangtze River delta, China[J]. Marine Pollution Bulletin, 2023, 192: 115035.
[17]
Zhou Y L, Guo S L, Hong X J, et al. Systematic impact assessment on inter-basin water transfer projects of the Hanjiang River Basin in China[J]. Journal of Hydrology, 2017, 553: 584-595.
[18]
王贤彬, 陈博潮, 张艺川. 法治强化与行政边界污染治理:来自环保法庭设立的证据[J]. 世界经济, 2024, 47(11): 64-91.
(Wang X B, Chen B C, Zhang Y C. Strengthening the rule of law and pollution control at administrative boundaries: Evidence from the establishment of environmental courts[J]. The Journal of World Economy, 2024, 47(11): 64-91. (in Chinese))
[19]
梁华秋, 李松. 基于生态系统服务功能的汉江流域中下游生态分区演变特征及驱动能力研究[J]. 水土保持通报, 2023, 43(4): 256-266.
(Liang H Q, Li S. Evolution characteristics and driving capability of ecological zoning in the middle and lower reaches of Hanjiang River Basin based on ecosystem service functions[J]. Bulletin of Soil and Water Conservation, 2023, 43(4): 256-266. (in Chinese))
[20]
奥勇, 丁志豪, 赵永华, 等. 汉江流域生态脆弱性与生态韧性的时空演变及生态分区构建[J]. 环境科学, 1-20, doi: 10.13227/j.hjkx.202504102.
Ao Y, Ding Z H, Zhao Y H, et al. Spatiotemporal evolution of ecological vulnerability and ecological resilience in the Hanjiang River Basin and the construction of ecological zoning[J]. Environmental Science, 1-20, doi: 10.13227/j.hjkx.202504102. (in Chinese))
[21]
何术锋, 胡威, 杨早立, 等. 汉江中下游藻华暴发特征及生态流量阈值[J]. 中国环境科学, 2024, 44(1): 363-370.
(He S F, Hu W, Yang Z L, et al. Algal bloom outbreak characteristics and ecological flow threshold in the middle and lower reaches of the Hanjiang River[J]. China Environmental Science, 2024, 44(1): 363-370. (in Chinese))
[22]
Zhang B W, Zheng L, Wang Y, et al. Multiscale ecosystem service synergies/trade-offs and their driving mechanisms in the Han River Basin, China: implications for watershed management[J]. Environmental Science and Pollution Research, 2023, 30(15): 43440-43454.
[23]
Bian H N, Li M R, Deng Y L, et al. Identification of ecological restoration areas based on the ecological safety security assessment of wetland-hydrological ecological corridors: A case study of the Han River Basin in China[J]. Ecological Indicators, 2024, 160: 111780.
[24]
万炳彤, 鲍学英, 赵建昌, 等. 区域水生态文明建设绩效评价及障碍诊断模型的建立与应用[J]. 环境科学, 2021, 42(4): 2089-2100.
(Wan B T, Bao X Y, Zhao J C, et al. Establishment and application of performance evaluation and obstacle diagnosis model for regional water ecological civilization construction[J]. Environmental Science, 2021, 42(4): 2089-2100. (in Chinese))
[25]
王毅勇, 周超凡, 黄榕, 等. 基于DPSIR-熵权的陕西省水生态安全评价及障碍诊断分析[J]. 环境科学, 2025, 46(7): 4335-4348.
(Wang Y Y, Zhou C F, Huang R, et al. Evaluation and obstacle diagnosis analysis of water ecological security in Shaanxi Province based on DPSIR and entropy weight[J]. Environmental Science, 2025, 46(7): 4335-4348. (in Chinese))
[26]
Hou M Z, Li L, Yu H N, et al. Ecological security evaluation of wetlands in Changbai Mountain area based on DPSIRM model[J]. Ecological Indicators, 2024, 160: 111773.
[27]
王济干, 徐芸洁, 季丹勇, 等. 南水北调中线工程水源区整体性协同管理研究[J]. 长江科学院院报, 2026, 43(1): 173-180.
(Wang J G, Xu Y J, Ji D Y, et al. Research on holistic collaborative management in the water source area of the Middle Route of South-to-North Water Diversion Project[J]. Journal of Yangtze River Scientific Research Institute, 2026, 43(1): 173-180. (in Chinese))
[28]
李涛, 曹卫东, 王雪妍. 长三角一体化下城市规模提升的水环境风险——以合肥市为例[J]. 自然资源学报, 2023, 38(5): 1366-1377.
(Li T, Cao W D, Wang X Y. Study on Water Environment Risk of City Size Increase Under the Integration of Yangtze River Delta: A Case Study of Hefei City[J]. Journal of Natural Resources, 2023, 38(5): 1366-1377. (in Chinese))
[29]
吕添贵, 申乐, 胡节, 等. 基于DPSIRM模型的水生态韧性时空演变及影响因素分析——以江西省为例[J]. 水土保持研究, 1-10.
(Lü T G, Shen L, Hu J, et al. Spatiotemporal evolution and influencing factors of water ecological resilience based on DPSIRM model-a case study of Jiangxi Province[J]. Research of Soil and Water Conservation, 1-10. (in Chinese))
[30]
马卫, 史祥晨, 庄良, 等. 淮河流域水资源-生态环境-居民福祉耦合协调的时空特征及影响因素[J]. 水土保持研究, 1-14.
(Ma W, Shi X C, Zhuang L, et al. Spatiotemporal characteristics and influencing factors of coupling coordination among water resources, ecological environment, and resident well-being in Huaihe River Basin[J]. Research of Soil and Water Conservation, 1-14. (in Chinese))
[31]
鲍涵, 戚姚维, 曹贤忠, 等. The impact of ecological science and technology assistance on urban green total factor productivity and its mechanism of action[J]. Research, 1-20. (in Chinese))
[32]
孙磊, 姚树洁, 陈锡毅. 中国跨省流域生态补偿政策的环境效应研究[J]. 长江流域资源与环境, 2026, 35(3): 744-759.
(Sun L, Yao S J, Chen X Y. Evaluating Ecological Effects of China's Trans-Provincial Watershed Eco-Compensation Policies[J]. Resources and Environment in the Yangtze Basin, 2026, 35(3): 744-759. (in Chinese))
[33]
任晓强, 李娜, 管孝艳, 等. 白洋淀上游河流水环境风险评价[J]. 中国农村水利水电, 2022(2): 27-33.
(Ren X Q, Li N, Guan X Y, et al. Water Environment Risk Assessment of the Upper Reaches of Baiyangdian Lake[J]. China Rural Water and Hydropower, 2022(2): 27-33. (in Chinese))
[34]
张宁, 李海洋, 张俊飚, 等. 中国水环境协同治理的时空演化特征及影响因素--基于治水流程闭环与协同机制统筹的思考[J]. 中国环境科学, 2023, 43(12): 6763-6777.
(Zhang N, Li H Y, Zhang J B, et al. The spatiotemporal evolution features and influencing factors of water environment co-governance in China: thinking based on the closed-loop and synergy mechanism of water control process[J]. China Environmental Science, 2023, 43(12): 6763-6777. (in Chinese))
[35]
Cheng W M, Zhu J, Zeng X C, et al. Water Resources Carrying Capacity Based on the DPSIRM Framework: Empirical Evidence from Shiyan City, China[J]. Water, 2023, 15(17): 3060.
[36]
陈召, 薛静, 陈军锋, 等. 基于DPSIR模型的山西省水安全评价及预测[J]. 节水灌溉, 2025(12): 80-88.
(Chen Z, Xue J, Chen J F, et al. Water Security Assessment and Prediction for Shanxi Province Based on the DPSIR Model[J]. Water Saving Irrigation, 2025(12): 80-88. (in Chinese))
[37]
谢华晶, 李克飞, 李继清, 等. 基于DPSIR模型的滇池流域水生态安全评价[J]. 环境保护科学, 2021, 47(6): 94-99.
(Xie H J, Li K F, Li J Q, et al. Water ecological security evaluation of Dianchi Lake Basin based on DPSIR model[J]. Environmental Protection Science, 2021, 47(6): 94-99. (in Chinese))
[38]
吕添贵, 邱蓉, 赵巧, 等. 基于DPSIRM模型的长江中游城市群生态安全时空特征及障碍因素[J]. 水土保持研究, 2024, 31(2): 379-388.
(Lü T G, Qiu R, Zhao Q, et al. Temporal-Spatial Evaluation of Regional Ecological Security and Obstacle Diagnosis of the Urban Agglomerations in the Middle Reaches of the Yangtze River Based on DPSIRM Model[J]. Research of Soil and Water Conservation, 2024, 31(2): 379-388. (in Chinese))
[39]
徐绍钦, 阳恒佳, 覃霜. 基于DPSIRM模型的水资源资产离任审计评价指标体系构建研究--以C市为例[J]. 高科技与产业化, 2024, 30(10): 55-60.
(Xu S Q, Yang H J, Qin S. Research on the Construction of Evaluation Index System for Departure Audit of Water Resources Assets Based on DPSIRM Model: A Case Study of C City[J]. High-Technology & Industrialization, 2024, 30(10): 55-60. (in Chinese))
[40]
姜楠, 杨颖, 戴雨婷, 等. 基于Geodetector和DEA的沂沭泗流域水土资源承载力耦合效应研究[J]. 长江流域资源与环境, 2025, 34(10): 2222-2236.
(Jiang N, Yang Y, Dai Y T, et al. Coupling Effect of Water and Soil Resources Carrying Capacity in the YiShuSi River Basin Using Geodetector and DEA[J]. Resources and Environment in the Yangtze Basin, 2025, 34(10): 2222-2236. (in Chinese))
[41]
焦柳丹, 韩博伟, 霍小森, 等. 基于DPSIR模型与马尔科夫链的中国省域城市韧性水平动态演进研究[J]. 现代城市研究, 2024(12): 14-20.
(Jiao L D, Han B W, Huo X S, et al. Research on the Dynamic Evolution of Urban Resilience in Chinese Provinces Based on DPSIR Model and Markov Chain[J]. Modern Urban Research, 2024(12): 14-20. (in Chinese))
[42]
张仕超, 周仪琪, 李英杰, 等. 基于DPSIRM模型的全域综合整治前后山水林田湖草村健康评价[J]. 重庆师范大学学报(自然科学版), 2020, 37(5): 45-58.
(Zhang S C, Zhou Y Q, Li Y J, et al. Health Assessment of Mountains, Rivers, Forests, Farmlands, Lakes, Grasslands, and Villages Before and After the Application of Integrated Territory Consolidation Based on DPSIRM Model[J]. Journal of Chongqing Normal University (Natural Science), 2020, 37(5): 45-58. (in Chinese))
[43]
张雪峰, 徐吉洪, 罗怀秀, 等. “三江并流”区生物多样性保护价值多维度评估及保护空缺[J]. 应用生态学报, 1-14.
(Zhang X F, Xu J H, Luo H X, et al. Multidimensional assessment of biodiversity conservation value and conservation gaps in the Three Parallel Rivers Region[J]. Chinese Journal of Applied Ecology, 1-14. (in Chinese))
[44]
张雅婷, 张勇, 王欢欢, 等. 基于GEE与机器学习的长沙市洪涝灾害风险评估[J]. 长江科学院院报, 1-16.
(Zhang Y T, Zhang Y, Wang H H, et al. Flood Risk Assessment in Changsha Using Google Earth Engine and Machine Learning[J]. Journal of Yangtze River Scientific Research Institute, 1-16. (in Chinese))
[45]
邓淇中, 徐磊, 马誉丹. 长江经济带绿色低碳与绿色金融耦合发展的时空特征及驱动分析[J]. 地理学报, 1-23.
(Deng Q Z, Xu L, Ma Y D. The spatiotemporal characteristics and driving analysis of the coupling development of green low-carbon and green finance in the Yangtze River Economic Belt[J]. Acta Geographica Sinica, 1-23. (in Chinese))
[46]
Dumitrescu E I, Hurlin C. Testing for Granger non-causality in heterogeneous panels[J]. Economic Modelling, 2012, 29(4): 1450-1460.
[47]
吴波虹. 产业结构、城市化与城乡收入差距--基于江苏13市的Panel面板数据的实证研究[J]. 技术经济与管理研究, 2020(4):123-128.
(Wu B H. Industrial structure, urbanization and urban-rural income gap: An empirical study based on panel data of 13 cities in Jiangsu[J]. Technoeconomics & Management Research, 2020(4): 123-128. (in Chinese))
[48]
李喆, 叶松, 杨星玥, 等. 数字孪生驱动的南水北调中线水源工程水质平台设计与开发[J]. 长江科学院院报, 2023, 40(3): 174-180.
(Li Z, Ye S, Yang X Y, et al. Design and development of water quality platform for the water source project of the Middle Route of South-to-North Water Diversion driven by digital twin[J]. Journal of Yangtze River Scientific Research Institute, 2023, 40(3): 174-180. (in Chinese))
[49]
秦赫, 潘璐, 彭晓然, 等. 新时期南水北调中线工程水源地水质监测体系建设构想[J]. 长江科学院院报, 2024, 41(10): 1-5,22.
(Qin H, Pan L, Peng X R, et al. Construction concept of water quality monitoring system in the water source area of the Middle Route of South-to-North Water Diversion Project in the new era[J]. Journal of Yangtze River Scientific Research Institute, 2024, 41(10): 1-5,22. (in Chinese))
[50]
顾晶晶, 冶运涛, 董甲平, 等. 高分辨率数据驱动的流域非点源污染输出风险评估方法[J]. 环境科学, 2022, 43(6): 3140-3148.
(Gu J J, Ye Y T, Dong J P, et al. High-resolution data-driven risk assessment method for non-point source pollution output in watersheds[J]. Environmental Science, 2022, 43(6): 3140-3148. (in Chinese))
[51]
吴启亮, 郑航, 刘悦忆, 等. 基于气候变化情景的汉江流域景观生态风险变化模拟[J]. 长江科学院院报, 2024, 41(4): 78-88.
(Wu Q L, Zheng H, Liu Y Y, et al. Simulation of landscape ecological risk changes in Hanjiang River Basin based on climate change scenarios[J]. Journal of Yangtze River Scientific Research Institute, 2024, 41(4): 78-88. (in Chinese))

基金

国家自然科学基金重大项目(52595725)
江苏省基础研究计划课题(BK20251282)
湖北省流域综合治理与水经济发展研究中心开放基金项目(SXLYJJ2501)
成都市水生态文明建设研究中心年度课题重点项目(SST2025-01)

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