Journal of Agricultural Science and Technology ›› 2025, Vol. 27 ›› Issue (9): 224-239.DOI: 10.13304/j.nykjdb.2024.0329
• MARINE AGRICULTURE & FRESHWATER FISHERIES • Previous Articles
Feng CUI1(), Jingzhou LIU1(
), Yixin QIAN2, Guiying CHEN2
Received:
2024-04-24
Accepted:
2024-10-30
Online:
2025-09-15
Published:
2025-09-24
Contact:
Jingzhou LIU
通讯作者:
刘荆州
作者简介:
崔凤 E-mail:fcui@shou.edu.cn;
基金资助:
CLC Number:
Feng CUI, Jingzhou LIU, Yixin QIAN, Guiying CHEN. Spatiotemporal Evolution and Driving Factors of Marine Fishery Ecological Security in China[J]. Journal of Agricultural Science and Technology, 2025, 27(9): 224-239.
崔凤, 刘荆州, 钱易鑫, 陈桂莹. 中国海洋渔业生态安全时空演变与驱动因素分析[J]. 中国农业科技导报, 2025, 27(9): 224-239.
准则层 Criterion level | 指标层 Indicator level | 指标解释 Indicator interpretation |
---|---|---|
D:探测器- 驱动 Detector- drive | C1:海洋渔业经济产值/(104 元) Marine fishery economic output value/(104 yuan) | 海洋捕捞和养殖生产的经济发展程度 Economic development level of marine fishing and aquaculture production |
C2:海洋渔业产值年增长率 Annual growth rate of marine fishery output value/% | 海洋渔业经济效益提升潜力 Potential for improving economic benefits of marine fishery | |
C3:海产品国际贸易水平 International trade level of seafood/(104 $) | 海洋渔业生产的水产品进出口产值效益 Import and export value benefit of aquatic products in marine fishery production | |
C4:海产品加工总量 Total processing volume of seafood/t | 海洋渔业资源开发利用效益 Benefit of development and utilization of marine fishery resources | |
C5:海洋渔业产值占农产值比重 Proportion of marine fishery output value in agricultural output value/% | 海洋捕捞和养殖的产业地位 Industrial status of marine fishing and aquaculture | |
P:主体适应- 压力 Subject adaptation- pressure | C6:海洋渔业人口从业率 Employment rate of marine fishery population/% | 海洋从业人口对海洋渔业生态安全产生的胁迫作用 Coercive effect of marine employed population on marine fishery ecological security |
C7:单船海洋捕捞效率 Single-vessel marine fishing efficiency/t | 单船海洋捕捞生产效率对海洋捕捞强度压力 Pressure of single-vessel marine fishing production efficiency on marine fishing intensity | |
C8:废水排放主要污染物总量 Total amount of major pollutants in wastewater discharge/(104 t) | 陆源污染物对海洋渔业安全造成的生境破坏强度 Intensity of habitat destruction caused by terrestrial pollutants to marine fishery safety | |
C9:海洋机动渔船年末总功率 Total power of marine motor fishing vessels at the end of the year/kW | 生产要素投入强度对海洋渔业资源安全造成的影响 Impact of input intensity of production factors on marine fishery resource security | |
C10:海洋渔业灾害造成经济损失/(104 元) Economic losses caused by marine fishery disasters/(104 yuan) | 海洋渔业灾害影响下海洋渔业生态安全持续运行能力 Sustainable operation capacity of marine fishery ecological security under the influence of marine fishery disasters | |
C11:直排海污水总量 Total amount of sewage directly discharged into the sea/(104 t) | 陆源污水对近海鱼类生存水质的破坏强度 Destruction intensity of terrestrial sewage on water quality for offshore fish survival | |
S:鱼类生境- 状态 Fish habitat- status | C12:海洋渔业资源集约利用指数 Index of intensive utilization of marine fishery resources | 海洋渔业资源开发状况 Development status of marine fishery resources |
C13:近海香农多样性指数 Offshore Shannon diversity index | 海洋鱼类种群生境中的生物多样性状况Biodiversity status in the habitat of marine fish populations |
Table 1 CAS-DPSIR evaluation indicator system for marine fishery ecological security
准则层 Criterion level | 指标层 Indicator level | 指标解释 Indicator interpretation |
---|---|---|
D:探测器- 驱动 Detector- drive | C1:海洋渔业经济产值/(104 元) Marine fishery economic output value/(104 yuan) | 海洋捕捞和养殖生产的经济发展程度 Economic development level of marine fishing and aquaculture production |
C2:海洋渔业产值年增长率 Annual growth rate of marine fishery output value/% | 海洋渔业经济效益提升潜力 Potential for improving economic benefits of marine fishery | |
C3:海产品国际贸易水平 International trade level of seafood/(104 $) | 海洋渔业生产的水产品进出口产值效益 Import and export value benefit of aquatic products in marine fishery production | |
C4:海产品加工总量 Total processing volume of seafood/t | 海洋渔业资源开发利用效益 Benefit of development and utilization of marine fishery resources | |
C5:海洋渔业产值占农产值比重 Proportion of marine fishery output value in agricultural output value/% | 海洋捕捞和养殖的产业地位 Industrial status of marine fishing and aquaculture | |
P:主体适应- 压力 Subject adaptation- pressure | C6:海洋渔业人口从业率 Employment rate of marine fishery population/% | 海洋从业人口对海洋渔业生态安全产生的胁迫作用 Coercive effect of marine employed population on marine fishery ecological security |
C7:单船海洋捕捞效率 Single-vessel marine fishing efficiency/t | 单船海洋捕捞生产效率对海洋捕捞强度压力 Pressure of single-vessel marine fishing production efficiency on marine fishing intensity | |
C8:废水排放主要污染物总量 Total amount of major pollutants in wastewater discharge/(104 t) | 陆源污染物对海洋渔业安全造成的生境破坏强度 Intensity of habitat destruction caused by terrestrial pollutants to marine fishery safety | |
C9:海洋机动渔船年末总功率 Total power of marine motor fishing vessels at the end of the year/kW | 生产要素投入强度对海洋渔业资源安全造成的影响 Impact of input intensity of production factors on marine fishery resource security | |
C10:海洋渔业灾害造成经济损失/(104 元) Economic losses caused by marine fishery disasters/(104 yuan) | 海洋渔业灾害影响下海洋渔业生态安全持续运行能力 Sustainable operation capacity of marine fishery ecological security under the influence of marine fishery disasters | |
C11:直排海污水总量 Total amount of sewage directly discharged into the sea/(104 t) | 陆源污水对近海鱼类生存水质的破坏强度 Destruction intensity of terrestrial sewage on water quality for offshore fish survival | |
S:鱼类生境- 状态 Fish habitat- status | C12:海洋渔业资源集约利用指数 Index of intensive utilization of marine fishery resources | 海洋渔业资源开发状况 Development status of marine fishery resources |
C13:近海香农多样性指数 Offshore Shannon diversity index | 海洋鱼类种群生境中的生物多样性状况Biodiversity status in the habitat of marine fish populations |
准则层 Criterion level | 指标层 Indicator level | 指标解释 Indicator interpretation |
---|---|---|
S:鱼类生境- 状态 Fish habitat- status | C14:海洋渔获物种类多样性指数 Species diversity index of marine catches | 以每年海洋渔获物多样性反映目前海洋渔业资源状况 Reflecting the current status of marine fishery resources with annual diversity of marine catches |
C15:近岸海域一、二类海水比例 Proportion of Class I and II seawater in offshore waters/% | 维持海洋渔业资源生境持续性的水质状况 Water quality status for maintaining the sustainability of marine fishery resource habitats | |
C16:人均湿地面积占比 Ratio of per capita wetland area/% | 提供保护滨海生物多样性和涵养水源等生态系统服务状况 Providing ecosystem services such as protecting coastal biodiversity and conserving water resources | |
I:效应器-影响 Effector- impact | C17:沿海渔民人均收入质量 Quality of per capita income of coastal fishermen | 海洋渔业开发对沿海渔民生计资本积累影响 Impact of marine fishery development on the accumulation of livelihood capital of coastal fishermen |
C18:海洋渔业产业升级水平 Upgrading level of marine fishery industry | 海洋渔业高质量发展战略对产业结构优化的影响 Impact of high-quality development strategy of marine fishery on industrial structure optimization | |
C19:万人均海洋捕捞和养殖产量 Capita marine fishing and aquaculture production per 10 000 people/kg | 海洋捕捞和养殖生产对海洋渔业资源生物量的影响 Impact of marine fishing and aquaculture production on biomass of marine fishery resources | |
C20:海洋渔业劳均产值(104 元) Average output value of marine fishery labor/(104 yuan) | 海洋渔业开发对海洋从业人员的获利影响 Impact of marine fishery development on profitability of marine practitioners | |
C21:海洋水产科技支持力度 Support for marine aquaculture science and technology | 绿色科技创新对海洋渔业的影响 Impact of green technological innovation on marine fishery | |
R:行为调整- 响应 Behavioral adjustment- response | C22:海洋渔业资源保护水平 Protection level of marine fishery resources | 以国家水产种质资源保护区建设数量表征保护水平Representing the protection level with the number of national aquatic germplasm resource conservation areas established |
C23:海洋渔业政策规制力度 Regulation intensity of marine fishery policies | 对海洋鱼类种群生境和绿色生产等问题的政策治理能力 Policy governance capacity for issues such as marine fish population habitats and green production | |
C24:海洋渔业执法能力 Law enforcement capacity of marine fishery | 海洋渔业执法投入对落实海洋渔业规制性政策的保障能力Safeguard capability of marine fishery law enforcement investment in implementing regulatory policies for marine fishery | |
C25:海洋渔业捕捞压力缓解力度 Intensity of relief of fishing pressure in marine fishery | 以拓展远洋和实行“双转”实现对近海渔业资源养护效果 Achieving the conservation effect of offshore fishery resources by expanding ocean fishing and implementing the “dual transformation” strategy | |
C26:海洋渔政管理水平 Management level of marine fishery administration | 能够高水平促进海洋渔业资源和保护海洋生态环境的行政资源Administrative resources capable of promoting marine fishery resources and protecting marine ecological environment at a high level | |
C27:海洋工业污染治理完成投资/(104 元) Investment completed for marine industrial pollution control/(104 yuan) | 通过调整海域污染修复海洋鱼类种群生境 Restoring marine fish population habitats by adjusting sea area pollution | |
C28:海洋工业固体废物综合利用率 Comprehensive utilization rate of solid waste from marine industry/% | 降低对海洋生态环境的污染风险 Reduce pollution risks to the marine ecological environment |
Table 1 CAS-DPSIR evaluation indicator system for marine fishery ecological security
准则层 Criterion level | 指标层 Indicator level | 指标解释 Indicator interpretation |
---|---|---|
S:鱼类生境- 状态 Fish habitat- status | C14:海洋渔获物种类多样性指数 Species diversity index of marine catches | 以每年海洋渔获物多样性反映目前海洋渔业资源状况 Reflecting the current status of marine fishery resources with annual diversity of marine catches |
C15:近岸海域一、二类海水比例 Proportion of Class I and II seawater in offshore waters/% | 维持海洋渔业资源生境持续性的水质状况 Water quality status for maintaining the sustainability of marine fishery resource habitats | |
C16:人均湿地面积占比 Ratio of per capita wetland area/% | 提供保护滨海生物多样性和涵养水源等生态系统服务状况 Providing ecosystem services such as protecting coastal biodiversity and conserving water resources | |
I:效应器-影响 Effector- impact | C17:沿海渔民人均收入质量 Quality of per capita income of coastal fishermen | 海洋渔业开发对沿海渔民生计资本积累影响 Impact of marine fishery development on the accumulation of livelihood capital of coastal fishermen |
C18:海洋渔业产业升级水平 Upgrading level of marine fishery industry | 海洋渔业高质量发展战略对产业结构优化的影响 Impact of high-quality development strategy of marine fishery on industrial structure optimization | |
C19:万人均海洋捕捞和养殖产量 Capita marine fishing and aquaculture production per 10 000 people/kg | 海洋捕捞和养殖生产对海洋渔业资源生物量的影响 Impact of marine fishing and aquaculture production on biomass of marine fishery resources | |
C20:海洋渔业劳均产值(104 元) Average output value of marine fishery labor/(104 yuan) | 海洋渔业开发对海洋从业人员的获利影响 Impact of marine fishery development on profitability of marine practitioners | |
C21:海洋水产科技支持力度 Support for marine aquaculture science and technology | 绿色科技创新对海洋渔业的影响 Impact of green technological innovation on marine fishery | |
R:行为调整- 响应 Behavioral adjustment- response | C22:海洋渔业资源保护水平 Protection level of marine fishery resources | 以国家水产种质资源保护区建设数量表征保护水平Representing the protection level with the number of national aquatic germplasm resource conservation areas established |
C23:海洋渔业政策规制力度 Regulation intensity of marine fishery policies | 对海洋鱼类种群生境和绿色生产等问题的政策治理能力 Policy governance capacity for issues such as marine fish population habitats and green production | |
C24:海洋渔业执法能力 Law enforcement capacity of marine fishery | 海洋渔业执法投入对落实海洋渔业规制性政策的保障能力Safeguard capability of marine fishery law enforcement investment in implementing regulatory policies for marine fishery | |
C25:海洋渔业捕捞压力缓解力度 Intensity of relief of fishing pressure in marine fishery | 以拓展远洋和实行“双转”实现对近海渔业资源养护效果 Achieving the conservation effect of offshore fishery resources by expanding ocean fishing and implementing the “dual transformation” strategy | |
C26:海洋渔政管理水平 Management level of marine fishery administration | 能够高水平促进海洋渔业资源和保护海洋生态环境的行政资源Administrative resources capable of promoting marine fishery resources and protecting marine ecological environment at a high level | |
C27:海洋工业污染治理完成投资/(104 元) Investment completed for marine industrial pollution control/(104 yuan) | 通过调整海域污染修复海洋鱼类种群生境 Restoring marine fish population habitats by adjusting sea area pollution | |
C28:海洋工业固体废物综合利用率 Comprehensive utilization rate of solid waste from marine industry/% | 降低对海洋生态环境的污染风险 Reduce pollution risks to the marine ecological environment |
变量类型 Variable type | 变量名称 Variable name | 具体指标 Specific indicator |
---|---|---|
解释变量 Explanatory variable | MFES:海洋渔业生态安全水平 Marine fishery ecological security | 灰色关联-TOPSIS计算结果 Grey relational analysis-TOPSIS calculation results |
被解释变量 Explained variable | MFEDL:海洋渔业经济发展水平 Marine fishery economic development level | 海洋渔业经济生产总值占农产值比重(对数) The proportion of marine fishery economic output value to agricultural output value (logarithm) |
MFR:海洋渔业资源状态 Marine fishery resources | 香农多样性指数 Shannon diversity index | |
MELL:海洋环境负荷水平 Marine environmental load level | 直排海污水总量(对数) Total amount of sewage discharged directly into the sea (logarithm) | |
FC:捕捞能力 Fishing capacity | 单船海洋捕捞效率与人均海洋捕捞产量的综合表征(对数) Comprehensive representation of single-vessel marine fishing efficiency and per capita marine fishing yield (logarithm) | |
TP:技术进步 Technological progress | 水产技术推广人员经费/水产技术推广人员数量 Funding for aquatic technology extension personnel / Number of aquatic technology extension personnel | |
MER:海洋环境规制 Marine environmental regulation | 财政环保相关支出占财政总支出比重 The proportion of fiscal expenditure related to environmental protection in total fiscal expenditure | |
FAMC:渔政管理能力 Fishery administration and management capability | 渔政管理中大学本科及以上人数占比(对数) The proportion of university graduates and above in fishery administration (logarithm) |
Table 2 Summary table of influencing factor variables selection
变量类型 Variable type | 变量名称 Variable name | 具体指标 Specific indicator |
---|---|---|
解释变量 Explanatory variable | MFES:海洋渔业生态安全水平 Marine fishery ecological security | 灰色关联-TOPSIS计算结果 Grey relational analysis-TOPSIS calculation results |
被解释变量 Explained variable | MFEDL:海洋渔业经济发展水平 Marine fishery economic development level | 海洋渔业经济生产总值占农产值比重(对数) The proportion of marine fishery economic output value to agricultural output value (logarithm) |
MFR:海洋渔业资源状态 Marine fishery resources | 香农多样性指数 Shannon diversity index | |
MELL:海洋环境负荷水平 Marine environmental load level | 直排海污水总量(对数) Total amount of sewage discharged directly into the sea (logarithm) | |
FC:捕捞能力 Fishing capacity | 单船海洋捕捞效率与人均海洋捕捞产量的综合表征(对数) Comprehensive representation of single-vessel marine fishing efficiency and per capita marine fishing yield (logarithm) | |
TP:技术进步 Technological progress | 水产技术推广人员经费/水产技术推广人员数量 Funding for aquatic technology extension personnel / Number of aquatic technology extension personnel | |
MER:海洋环境规制 Marine environmental regulation | 财政环保相关支出占财政总支出比重 The proportion of fiscal expenditure related to environmental protection in total fiscal expenditure | |
FAMC:渔政管理能力 Fishery administration and management capability | 渔政管理中大学本科及以上人数占比(对数) The proportion of university graduates and above in fishery administration (logarithm) |
Fig. 4 Spatial distribution of China’s marine fishery ecological security from 2010 to 2022Note:Based on the standard map GS(2024)0650 of the National Resources Ministry's standard map service website, the base map boundary has not been modified.
年份 Year | 总体泰尔指数General Theil Index | 区域间差异 Inter-regional disparity | 区域内差异Intra-regional disparity | |||
---|---|---|---|---|---|---|
总体 General | 环渤海 Bohai Rim region | 长三角 Yangtze River Delta region | 泛珠三角 Pan-Pearl River Delta region | |||
2010 | 0.001 31 | 0.000 29 | 0.001 02 | 0.000 31 | 0.001 43 | 0.002 23 |
2011 | 0.001 71 | 0.000 53 | 0.001 18 | 0.001 96 | 0.000 82 | 0.000 67 |
2012 | 0.002 30 | 0.000 78 | 0.001 52 | 0.001 89 | 0.000 93 | 0.001 61 |
2013 | 0.000 49 | 0.000 02 | 0.000 47 | 0.000 64 | 0.000 41 | 0.000 36 |
2014 | 0.001 85 | 0.000 32 | 0.001 52 | 0.001 05 | 0.000 07 | 0.003 01 |
2015 | 0.002 10 | 0.000 85 | 0.001 25 | 0.001 44 | 0.001 00 | 0.001 24 |
2016 | 0.000 72 | 0.000 28 | 0.000 44 | 0.000 48 | 0.000 08 | 0.000 65 |
2017 | 0.002 05 | 0.000 09 | 0.001 96 | 0.003 77 | 0.000 31 | 0.001 42 |
2018 | 0.002 63 | 0.000 27 | 0.002 36 | 0.001 42 | 0.000 78 | 0.004 40 |
2019 | 0.002 91 | 0.000 34 | 0.002 57 | 0.004 06 | 0.002 27 | 0.002 16 |
2020 | 0.002 06 | 0.000 08 | 0.001 98 | 0.002 65 | 0.001 46 | 0.001 72 |
2021 | 0.002 45 | 0.000 31 | 0.002 14 | 0.003 11 | 0.003 08 | 0.001 32 |
2022 | 0.002 32 | 0.000 11 | 0.002 21 | 0.004 08 | 0.001 96 | 0.000 59 |
Table 3 Theil index of China’s marine fishery ecological security level
年份 Year | 总体泰尔指数General Theil Index | 区域间差异 Inter-regional disparity | 区域内差异Intra-regional disparity | |||
---|---|---|---|---|---|---|
总体 General | 环渤海 Bohai Rim region | 长三角 Yangtze River Delta region | 泛珠三角 Pan-Pearl River Delta region | |||
2010 | 0.001 31 | 0.000 29 | 0.001 02 | 0.000 31 | 0.001 43 | 0.002 23 |
2011 | 0.001 71 | 0.000 53 | 0.001 18 | 0.001 96 | 0.000 82 | 0.000 67 |
2012 | 0.002 30 | 0.000 78 | 0.001 52 | 0.001 89 | 0.000 93 | 0.001 61 |
2013 | 0.000 49 | 0.000 02 | 0.000 47 | 0.000 64 | 0.000 41 | 0.000 36 |
2014 | 0.001 85 | 0.000 32 | 0.001 52 | 0.001 05 | 0.000 07 | 0.003 01 |
2015 | 0.002 10 | 0.000 85 | 0.001 25 | 0.001 44 | 0.001 00 | 0.001 24 |
2016 | 0.000 72 | 0.000 28 | 0.000 44 | 0.000 48 | 0.000 08 | 0.000 65 |
2017 | 0.002 05 | 0.000 09 | 0.001 96 | 0.003 77 | 0.000 31 | 0.001 42 |
2018 | 0.002 63 | 0.000 27 | 0.002 36 | 0.001 42 | 0.000 78 | 0.004 40 |
2019 | 0.002 91 | 0.000 34 | 0.002 57 | 0.004 06 | 0.002 27 | 0.002 16 |
2020 | 0.002 06 | 0.000 08 | 0.001 98 | 0.002 65 | 0.001 46 | 0.001 72 |
2021 | 0.002 45 | 0.000 31 | 0.002 14 | 0.003 11 | 0.003 08 | 0.001 32 |
2022 | 0.002 32 | 0.000 11 | 0.002 21 | 0.004 08 | 0.001 96 | 0.000 59 |
变量 Variable | 系数值Coefficient value | 标准值 Standard value | Z值 Z value | P值 P value |
---|---|---|---|---|
海洋渔业生态安全水平 MFES | 0.535 591 | 0.070 243 | 7.62 | 0.000** |
海洋渔业经济发展水平 MFEDL | 0.004 414 | 0.003 046 | 1.45 | 0.147 |
海洋渔业资源状态 MFR | 0.013 000 | 0.005 405 | 2.41 | 0.016* |
海洋环境负荷水平 MELL | 0.003 674 | 0.002 989 | -1.23 | 0.219 |
捕捞能力 FC | 0.006 746 | 0.002 516 | 2.68 | 0.007** |
技术进步 TP | 0.000 011 | 0.000 225 | 0.05 | 0.958 |
海洋环境规则 MER | 0.721 371 | 0.194 434 | 3.71 | 0.000** |
渔政管理能力 FAMC | 0.057 123 | 0.009 233 | 6.19 | 0.000** |
Table 4 System GMM regression results
变量 Variable | 系数值Coefficient value | 标准值 Standard value | Z值 Z value | P值 P value |
---|---|---|---|---|
海洋渔业生态安全水平 MFES | 0.535 591 | 0.070 243 | 7.62 | 0.000** |
海洋渔业经济发展水平 MFEDL | 0.004 414 | 0.003 046 | 1.45 | 0.147 |
海洋渔业资源状态 MFR | 0.013 000 | 0.005 405 | 2.41 | 0.016* |
海洋环境负荷水平 MELL | 0.003 674 | 0.002 989 | -1.23 | 0.219 |
捕捞能力 FC | 0.006 746 | 0.002 516 | 2.68 | 0.007** |
技术进步 TP | 0.000 011 | 0.000 225 | 0.05 | 0.958 |
海洋环境规则 MER | 0.721 371 | 0.194 434 | 3.71 | 0.000** |
渔政管理能力 FAMC | 0.057 123 | 0.009 233 | 6.19 | 0.000** |
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