Ecology and Environment ›› 2020, Vol. 29 ›› Issue (7): 1487-1498.DOI: 10.16258/j.cnki.1674-5906.2020.07.024
• Reviews • Previous Articles
Received:
2020-02-18
Online:
2020-07-18
Published:
2020-09-24
Contact:
WANG Qin
通讯作者:
王秦
作者简介:
王秦(1974年生),男,副教授,博士,从事环境经济分析与评价的研究。E-mail: 13911047021@139.com
基金资助:
CLC Number:
WANG Qin, LI Wei. Research Progress and Prospect of Regional Resources and Environment Carrying Capacity Evaluation[J]. Ecology and Environment, 2020, 29(7): 1487-1498.
王秦, 李伟. 区域资源环境承载力评价研究进展及展望[J]. 生态环境学报, 2020, 29(7): 1487-1498.
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URL: https://www.jeesci.com/EN/10.16258/j.cnki.1674-5906.2020.07.024
评价方法 Evaluation methods | 评价方法的优劣势 Advantages and disadvantages of the evaluation methods |
---|---|
系统动力学法 System dynamics method | (1)从系统协调发展的视角进行承载力动态评价;(2)较好地反映了人口、资源环境与发展的驱动关系; (3)主要应用于土地承载力、环境承载力和生态承载力评价等方面;(4)参变量难以把握与地域限制性较强,容易导致系统动力学模型设计不合理的问题 (1) Carrying capacity is evaluated dynamicly from the perspective of coordinated development of the system. (2) Reflect the driving relationship among population, resources and environment, and development. (3) Mainly used in the evaluation of land, environmental and ecological carrying capacity. (4) Difficult to grasp the parameters and strong regional limitations, leading to unreasonable design of system dynamics model |
生态足迹法 Ecological footprint method | (1)评价过程中综合考虑了生物物理因素;(2)使用简单、可操作性强;(3)生态足迹指标可参考性强,但过于单一;(4)没有综合考虑技术、管理等因素的影响,难以实现动态预测与分析 (1) Consider biophysical factors in the evaluation process. (2) Simple and opertional. (3) Highly referential ecological footprint indexes, but too single. (4) Without considering the influence of technology and management, it is difficult to realize dynamic prediction and analysis |
聚类分析法 Cluster analysis methods | (1)直观,结果简单易懂;(2)通过样本的聚类,有利于进行区域资源环境承载力的空间差异分析;(3)不适用于样本量较多的承载力评价问题 (1) Intuitive, easy to understand the results. (2) Through the clustering of samples, it is helpful to analyze the spatial differences of regional resources and environment carrying capacity. (3) Unsuitable for bearing capacity evaluation with large sample size |
模糊综合评价法 Fuzzy comprehensive evaluation method | (1)评价结果清晰、逻辑性强;(2)量化评价较科学,适用于解决模糊、难以量化的问题;(3)计算复杂,指标权重确定的主观性较强 (1) Clear and logical evaluation results. (2) More scientificly quantitative evaluation, suitable for solving the problems that are fuzzy and difficult to quantify. (3) Complex calculation and the determination of index weight is subjective |
情景分析法 Scenario analysis method | (1)直观的定性预测方法;(2)适用于区域资源环境未来变化不明显的情况;(3)数据随机性较强、有效性不足,容易造成评价结果的不准确 (1) Intuitive qualitative prediction method. (2) Suitable for the situation that the future changes of regional resources and environment are not obvious. (3) The randomness of the data is strong and the validity is insufficient, which easily leads to inaccurate evaluation results |
能值分析法 Emergy analysis method | (1)采用一致的能值标准,便于量化与比较分析;(2)适用于生态-经济系统的分析,可以对区域资源环境进行可持续发展的评价;(3)方法过于简化,评价结果不够客观 (1) The same emergy standard is adopted for quantitative and comparative analysis. (2) Suitable for the analysis of eco-economic system and can evaluate the sustainable development of regional resources and environment. (3) The method is too simplified and the evaluation results are not objective enough |
主成分分析法 Principal component analysis method | (1)运用降维技术,简化了指标分析;(2)基于主成分函数的计算评价具有较强的科学性;(3)数据随机性较强,评价结果可能不够准确 (1) The index analysis is simplified through using dimension reduction technology. (2) The calculation evaluation based on principal component function is scientific. (3) The randomness of the data is strong and so the results may not be accurate enough |
状态空间法 State space method | (1)基于承载状态点进行区域承载状况研究,适用于区域资源环境系统较复杂的情况;(2)便于计算机处理,可以全面地反映评价变量之间的逻辑关系;(3)数学模型设计要求较高;(4)难以定量计算,对于人类活动的影响程度重视不够 (1) Study the regional carrying status based on the bearing state point and suitable for the complex regional resource and environment system. (2) Convenient for computer processing and reflect the logical relationship among evaluation variables. (3) The design of mathematical model has higher requirements. (4) Difficult to calculate quantitatively and the influence of human activities is not paid enough attention to |
集对分析法 Set pair analysis method | (1)信息描述全面、直观,计算简便;(2)能够较好地反应复杂系统的不确定性,被广泛用于生态承载力评价;(3)联系度的差异系数和相反系数过粗,无法满足多级评价的问题 (1) Information description is comprehensive, intuitive and easy to calculate. (2) Reflect the uncertainty of complex system well and widely used in ecological carrying capacity evaluation. (3) The difference coefficient and opposite coefficient of connection degree are too thick to meet the problem of multi-level evaluation |
GIS空间分析法 GIS spatial analysis method | (1)以地理空间为对象,图形直观;(2)可以进行空间相关性分析,能够揭示隐藏在空间数据的重要信息或一般规律;(3)适用于资源环境状况的动态评价与预测;(4)数据质量无法保证,数据精度不足 (1) Taking geographical space as the object, the graphics are intuitive. (2) Spatial correlation analysis can be carried out to reveal important information or general rules hidden in spatial data. (3) Suitable for dynamic evaluation and prediction of resources and environment. (4) The data quality cannot be guaranteed and the data accuracy is insufficient |
Table 1 Comparison of evaluation methods of regional resources and environment carrying capacity
评价方法 Evaluation methods | 评价方法的优劣势 Advantages and disadvantages of the evaluation methods |
---|---|
系统动力学法 System dynamics method | (1)从系统协调发展的视角进行承载力动态评价;(2)较好地反映了人口、资源环境与发展的驱动关系; (3)主要应用于土地承载力、环境承载力和生态承载力评价等方面;(4)参变量难以把握与地域限制性较强,容易导致系统动力学模型设计不合理的问题 (1) Carrying capacity is evaluated dynamicly from the perspective of coordinated development of the system. (2) Reflect the driving relationship among population, resources and environment, and development. (3) Mainly used in the evaluation of land, environmental and ecological carrying capacity. (4) Difficult to grasp the parameters and strong regional limitations, leading to unreasonable design of system dynamics model |
生态足迹法 Ecological footprint method | (1)评价过程中综合考虑了生物物理因素;(2)使用简单、可操作性强;(3)生态足迹指标可参考性强,但过于单一;(4)没有综合考虑技术、管理等因素的影响,难以实现动态预测与分析 (1) Consider biophysical factors in the evaluation process. (2) Simple and opertional. (3) Highly referential ecological footprint indexes, but too single. (4) Without considering the influence of technology and management, it is difficult to realize dynamic prediction and analysis |
聚类分析法 Cluster analysis methods | (1)直观,结果简单易懂;(2)通过样本的聚类,有利于进行区域资源环境承载力的空间差异分析;(3)不适用于样本量较多的承载力评价问题 (1) Intuitive, easy to understand the results. (2) Through the clustering of samples, it is helpful to analyze the spatial differences of regional resources and environment carrying capacity. (3) Unsuitable for bearing capacity evaluation with large sample size |
模糊综合评价法 Fuzzy comprehensive evaluation method | (1)评价结果清晰、逻辑性强;(2)量化评价较科学,适用于解决模糊、难以量化的问题;(3)计算复杂,指标权重确定的主观性较强 (1) Clear and logical evaluation results. (2) More scientificly quantitative evaluation, suitable for solving the problems that are fuzzy and difficult to quantify. (3) Complex calculation and the determination of index weight is subjective |
情景分析法 Scenario analysis method | (1)直观的定性预测方法;(2)适用于区域资源环境未来变化不明显的情况;(3)数据随机性较强、有效性不足,容易造成评价结果的不准确 (1) Intuitive qualitative prediction method. (2) Suitable for the situation that the future changes of regional resources and environment are not obvious. (3) The randomness of the data is strong and the validity is insufficient, which easily leads to inaccurate evaluation results |
能值分析法 Emergy analysis method | (1)采用一致的能值标准,便于量化与比较分析;(2)适用于生态-经济系统的分析,可以对区域资源环境进行可持续发展的评价;(3)方法过于简化,评价结果不够客观 (1) The same emergy standard is adopted for quantitative and comparative analysis. (2) Suitable for the analysis of eco-economic system and can evaluate the sustainable development of regional resources and environment. (3) The method is too simplified and the evaluation results are not objective enough |
主成分分析法 Principal component analysis method | (1)运用降维技术,简化了指标分析;(2)基于主成分函数的计算评价具有较强的科学性;(3)数据随机性较强,评价结果可能不够准确 (1) The index analysis is simplified through using dimension reduction technology. (2) The calculation evaluation based on principal component function is scientific. (3) The randomness of the data is strong and so the results may not be accurate enough |
状态空间法 State space method | (1)基于承载状态点进行区域承载状况研究,适用于区域资源环境系统较复杂的情况;(2)便于计算机处理,可以全面地反映评价变量之间的逻辑关系;(3)数学模型设计要求较高;(4)难以定量计算,对于人类活动的影响程度重视不够 (1) Study the regional carrying status based on the bearing state point and suitable for the complex regional resource and environment system. (2) Convenient for computer processing and reflect the logical relationship among evaluation variables. (3) The design of mathematical model has higher requirements. (4) Difficult to calculate quantitatively and the influence of human activities is not paid enough attention to |
集对分析法 Set pair analysis method | (1)信息描述全面、直观,计算简便;(2)能够较好地反应复杂系统的不确定性,被广泛用于生态承载力评价;(3)联系度的差异系数和相反系数过粗,无法满足多级评价的问题 (1) Information description is comprehensive, intuitive and easy to calculate. (2) Reflect the uncertainty of complex system well and widely used in ecological carrying capacity evaluation. (3) The difference coefficient and opposite coefficient of connection degree are too thick to meet the problem of multi-level evaluation |
GIS空间分析法 GIS spatial analysis method | (1)以地理空间为对象,图形直观;(2)可以进行空间相关性分析,能够揭示隐藏在空间数据的重要信息或一般规律;(3)适用于资源环境状况的动态评价与预测;(4)数据质量无法保证,数据精度不足 (1) Taking geographical space as the object, the graphics are intuitive. (2) Spatial correlation analysis can be carried out to reveal important information or general rules hidden in spatial data. (3) Suitable for dynamic evaluation and prediction of resources and environment. (4) The data quality cannot be guaranteed and the data accuracy is insufficient |
模型名称 Model Name | 优势 Advantages | 不足 Disadvantages | 应用范围 Applicaiton Scope | 典型应用 Typical Applications |
---|---|---|---|---|
PSR模型 PSR Model | (1)基于环境指标的构建而开发;(2)较好地阐述了环境压力与退化间的因果关系;(3)与可持续发展的环境目标相一致 (1) Development based on the construction of environmental indexes. (2) Describe the causal relationship between environmental pressure and degradation well. (3) Consistent with the environmental objectives of sustainable development | (1)缺乏经济指标;(2)指标间存在部分重叠,压力与响应类指标有时可以互换;(3)仅限于空间状况差异较小的微观尺度区域评价 (1) Lack of economic indexes. (2) Some overlaps among the indexes, and sometimes the pressure and response indexes can be interchanged. (3) Only suitable for the micro- scale regional evaluation with small spatial differences | 区域土地资源、水资源、环境承载力等评价指标体系 Evaluation index system of regional land resources, water resources and environment carrying capacity | Waddell et al., 皮庆等, (Pi Q et al., 李丽红, (Li, |
DSR 模型 DSR Model | (1)涵盖社会、经济与环境3个方面,解决了PSR模型缺乏经济指标的问题;(2)逻辑性强,强调了环境的重要作用;(3)较好地反映了资源、环境与经济间相互依存及制约的关系 (1) Cover three aspects of society, economy and environment, and solve the problem that PSR Model lacks economic indexes. (2) Have strong logic and emphasize the important role of environment. (3) Reflect the interdependence and restriction among resources, environment and economy well | (1)环境指标比重较大,易造成评价的片面性;(2)指标归属存在一定的模糊性;(3)驱动力与状态指标间缺少逻辑关联 (1) Due to the large proportion of environmental indexes it is easy to cause one-sided evaluation. (2) A certain degree of fuzziness in the index attribution. (3) No logical relation between driving force and state index | 区域生态环境承载力评价指标体系 Evaluation index system of regional ecological environment carrying capacity | Dominati et al., 谈迎新, (Tan, 郭巨海等, (Guo et al., |
DPSIR 模型 DPSIR Model | (1)整合PSR和DSR模型的优点;(2)框架结构清晰,简明扼要;(3)强调经济运行对环境影响的关系,较好地阐述了环境与经济的因果关系 (1) Integrate the advantages of PSR Model and DSR Model. (2) Clear and concise frame structure. (3) Emphasize the relationship between economic operation and environmental impact, and expound the causal relationship between environment and economy well | (1)指标间属于简单的线性因果关系,缺少整体协调;(2)驱动力指标偏重非环境因素,缺少与生态系统的关联;(3)过于关注状态指标,忽略状态变化与环境因素的相互关系 (1) There is a simple linear causal relationship between indexes, lack of overall coordination. (2) The driving force index focuses on non-environmental factors and lacks the relationship with ecosystem. (3) Pay too much attention to the state index and ignore the relationship between state change and environmental factors | 区域复杂环境系统、生态安全评价指标体系 Evaluation index system of regional complex environmental system and ecological security | 郑晶等, (Zheng et al., Fateme et al., 翁薛柔等, (Weng et al., |
DPSIRM 模型 DPSIRM Model | (1)突出人在环境管理中的关键作用;(2)较好地解决各个指标间的因果关系;(3)清楚地阐释自然环境、资源与人之间的耦合关系 (1) Highlight the key role of human in environmental management. (2) Solve the cause and effect relationship among each index well. (3) Clearly explain the coupling relationship between natural environment, resources and people | (1)指标间缺少动态关联; (2)管理类指标不易量化 (1) Lack of dynamic correlation between indexes. (2) Difficult to quantify management indexes | 区域人居环境安全、水资源承载力等评价指标体系 Evaluation index system of regional human settlement environment security and water resources carrying capacity | 杨俊等, (Yang et al., 张峰等, (Zhang et al., 郭倩等, (Guo et al., |
Table 2 Comparative analysis of evaluation index system of regional resources and environment carrying capacity based on PSR, DSR, DPSIR and DPSIRM models
模型名称 Model Name | 优势 Advantages | 不足 Disadvantages | 应用范围 Applicaiton Scope | 典型应用 Typical Applications |
---|---|---|---|---|
PSR模型 PSR Model | (1)基于环境指标的构建而开发;(2)较好地阐述了环境压力与退化间的因果关系;(3)与可持续发展的环境目标相一致 (1) Development based on the construction of environmental indexes. (2) Describe the causal relationship between environmental pressure and degradation well. (3) Consistent with the environmental objectives of sustainable development | (1)缺乏经济指标;(2)指标间存在部分重叠,压力与响应类指标有时可以互换;(3)仅限于空间状况差异较小的微观尺度区域评价 (1) Lack of economic indexes. (2) Some overlaps among the indexes, and sometimes the pressure and response indexes can be interchanged. (3) Only suitable for the micro- scale regional evaluation with small spatial differences | 区域土地资源、水资源、环境承载力等评价指标体系 Evaluation index system of regional land resources, water resources and environment carrying capacity | Waddell et al., 皮庆等, (Pi Q et al., 李丽红, (Li, |
DSR 模型 DSR Model | (1)涵盖社会、经济与环境3个方面,解决了PSR模型缺乏经济指标的问题;(2)逻辑性强,强调了环境的重要作用;(3)较好地反映了资源、环境与经济间相互依存及制约的关系 (1) Cover three aspects of society, economy and environment, and solve the problem that PSR Model lacks economic indexes. (2) Have strong logic and emphasize the important role of environment. (3) Reflect the interdependence and restriction among resources, environment and economy well | (1)环境指标比重较大,易造成评价的片面性;(2)指标归属存在一定的模糊性;(3)驱动力与状态指标间缺少逻辑关联 (1) Due to the large proportion of environmental indexes it is easy to cause one-sided evaluation. (2) A certain degree of fuzziness in the index attribution. (3) No logical relation between driving force and state index | 区域生态环境承载力评价指标体系 Evaluation index system of regional ecological environment carrying capacity | Dominati et al., 谈迎新, (Tan, 郭巨海等, (Guo et al., |
DPSIR 模型 DPSIR Model | (1)整合PSR和DSR模型的优点;(2)框架结构清晰,简明扼要;(3)强调经济运行对环境影响的关系,较好地阐述了环境与经济的因果关系 (1) Integrate the advantages of PSR Model and DSR Model. (2) Clear and concise frame structure. (3) Emphasize the relationship between economic operation and environmental impact, and expound the causal relationship between environment and economy well | (1)指标间属于简单的线性因果关系,缺少整体协调;(2)驱动力指标偏重非环境因素,缺少与生态系统的关联;(3)过于关注状态指标,忽略状态变化与环境因素的相互关系 (1) There is a simple linear causal relationship between indexes, lack of overall coordination. (2) The driving force index focuses on non-environmental factors and lacks the relationship with ecosystem. (3) Pay too much attention to the state index and ignore the relationship between state change and environmental factors | 区域复杂环境系统、生态安全评价指标体系 Evaluation index system of regional complex environmental system and ecological security | 郑晶等, (Zheng et al., Fateme et al., 翁薛柔等, (Weng et al., |
DPSIRM 模型 DPSIRM Model | (1)突出人在环境管理中的关键作用;(2)较好地解决各个指标间的因果关系;(3)清楚地阐释自然环境、资源与人之间的耦合关系 (1) Highlight the key role of human in environmental management. (2) Solve the cause and effect relationship among each index well. (3) Clearly explain the coupling relationship between natural environment, resources and people | (1)指标间缺少动态关联; (2)管理类指标不易量化 (1) Lack of dynamic correlation between indexes. (2) Difficult to quantify management indexes | 区域人居环境安全、水资源承载力等评价指标体系 Evaluation index system of regional human settlement environment security and water resources carrying capacity | 杨俊等, (Yang et al., 张峰等, (Zhang et al., 郭倩等, (Guo et al., |
名称 Name | 目标层 Target Layer | 准则层 Standard Layer | 要素层 Element layer | 指标层 Indexes Layer | 典型应用 Typical Applications |
---|---|---|---|---|---|
(1)涵盖土地、水、 大气、能源、生态等 多个要素 (1) Cover land, water, climate, energy, ecology and other elements | 区域资源环境承载力 | 土地 Land | 单位耕地生产力、单位土地产出等 Unit cultivated land productivity, Unit land output, etc. | 叶京京, (Ye, Nadia et al., | |
水文 Hydrology | 水资源总量、用水效益等 Total amount of water resources, Water use efficiency, etc. | ||||
大气 Atmosphere | 大气环境容量、空气质量综合指数等 Atmospheric environmental capacity, Air quality comprehensive index, etc. | ||||
能源 Energy | 可开发能源总量、人均可利用能源量等 Total amount of exploitable energy, Available energy per capita, etc. | ||||
生态 Ecology | 物种多样性指数、自然灾害危害性等级等 Species diversity index, Natural disaster hazard level, etc. | ||||
(2)包含综合水资源、人类基础设施、财政、社会经济、生活质量等多个层面 (2) Include comprehensive water resources, human infrastructure, finance, social economy, quality of life and other aspects | 综合水资源类指标:水资源总量、人均水资源量等 Comprehensive water resources indexes: Total amount of water resources, Water resources per capita, etc. | 毕明, (Bi, 高红丽, 2011 (Gao, 2011); Dorini et al., | |||
人类基础设施类指标:人均城市道路面积、人均绿地面积等 Human infrastructure indexes: Urban road area per capita, Green area per capita, etc. | |||||
财政类指标:财政收入规模、财政支出规模等 Financial indexes: Financial revenue scale, Financial expenditure scale, etc. | |||||
社会经济类指标:GDP总量、人均GDP等 Social economy indexes: Total amount of GDP, GDP per capita, etc. | |||||
生活质量类指标:城镇居民人均可支配收入、居民消费价格指数等 Quality of life indexes: Disposable income of urban residents per capita, Consumer price index, etc. | |||||
(3)基于资源、环境和社会经济3个条件 (3) Based on the three conditions of resources, environment and social economy | 资源 Resources | 土地资源 Land Resources | 人均耕地、人均建设用地等 Cultivated land per capita, Construction land per capita, etc. | Graymore et al., 柴国平等, | |
水资源 Water Resources | 水资源利用率、人均水资源占有量等 Utilization rate of water resources, water resources share per capita, etc. | ||||
环境 Enviornment | 水环境 Water Enviornment | 化学需氧排放强度、生态用水率等 COD emission intensity, Ecological water use rate, etc. | |||
大气环境 Atmosphere Enviornment | 城市空气PM10含量、空气质量优良天数占比等 PM10 content of urban air, Proportion of days with good air quality, etc. | ||||
生态环境 Ecology Enviornment | 森林覆盖率、建成区绿化覆盖率等 Forest coverage rate, Green coverage rate of built-up area, etc. | ||||
社会经济 Social Economy | 经济发展水平 Economic Development level | 人均GDP、人均固定资产投资额等 GDP per capita, Investment in fixed assets per capita, etc. | |||
人口集聚度 Populaiton Density | 人口密度、人口自然增长率等 Population density, Natural growth rate of population, etc. | ||||
交通优势度 Traffic Superiority | 路网密度、区位优势度等 Density of road network, Location superiority, etc. | ||||
(4)基于经济、社会和生态环保3个系统 (4) Based on the three systems of economy, society and ecological environment protection | 经济 Economy | GDP年增长率、人均固定资产投资额等 Annual growth rate of GDP, Fixed asset investment per capita, etc. | Leidel et al.( 陈万象, | ||
社会 Society | 城镇化水平、路网密度等 Urbanization level, Road network density, etc. | ||||
生态环保 Ecological environment protection | 建成区绿化覆盖率、空气质量优良率等 Green coverage rate of built-up area, Excellence rate of air quality, etc. | ||||
(5)基于自然与社会 资源、自然与社会环境4个维度 (5) Based on the four dimensions of nature and social resources, nature and social environment | 自然资源 Nature Resources | 土地总面积、森林覆盖率等 Total land area, Forest coverage rate, etc. | 王红旗等, 张翊等, Oluwaseun et al., | ||
社会资源 Social Resources | 人均城市道路面积、千人医疗机构床位数等 Urban road area per capita, Number of beds in medical institutions per thousand people, etc. | ||||
自然环境 Nature Enviornment | 水质达标率、工业固废综合利用率等 Standard rate of water quality, Comprehensive utilization rate of industrial solid waste, etc. | ||||
社会环境 Social Enviornment | 农民平均受教育程度、蓝绿空间比等 Average education level of farmers, Ratio of blue to green space, etc. |
Table 3 Construction of evaluation index system of regional resources and environment carrying capacity based on the multi-level or multi-dimensional selection of evaluation indexes
名称 Name | 目标层 Target Layer | 准则层 Standard Layer | 要素层 Element layer | 指标层 Indexes Layer | 典型应用 Typical Applications |
---|---|---|---|---|---|
(1)涵盖土地、水、 大气、能源、生态等 多个要素 (1) Cover land, water, climate, energy, ecology and other elements | 区域资源环境承载力 | 土地 Land | 单位耕地生产力、单位土地产出等 Unit cultivated land productivity, Unit land output, etc. | 叶京京, (Ye, Nadia et al., | |
水文 Hydrology | 水资源总量、用水效益等 Total amount of water resources, Water use efficiency, etc. | ||||
大气 Atmosphere | 大气环境容量、空气质量综合指数等 Atmospheric environmental capacity, Air quality comprehensive index, etc. | ||||
能源 Energy | 可开发能源总量、人均可利用能源量等 Total amount of exploitable energy, Available energy per capita, etc. | ||||
生态 Ecology | 物种多样性指数、自然灾害危害性等级等 Species diversity index, Natural disaster hazard level, etc. | ||||
(2)包含综合水资源、人类基础设施、财政、社会经济、生活质量等多个层面 (2) Include comprehensive water resources, human infrastructure, finance, social economy, quality of life and other aspects | 综合水资源类指标:水资源总量、人均水资源量等 Comprehensive water resources indexes: Total amount of water resources, Water resources per capita, etc. | 毕明, (Bi, 高红丽, 2011 (Gao, 2011); Dorini et al., | |||
人类基础设施类指标:人均城市道路面积、人均绿地面积等 Human infrastructure indexes: Urban road area per capita, Green area per capita, etc. | |||||
财政类指标:财政收入规模、财政支出规模等 Financial indexes: Financial revenue scale, Financial expenditure scale, etc. | |||||
社会经济类指标:GDP总量、人均GDP等 Social economy indexes: Total amount of GDP, GDP per capita, etc. | |||||
生活质量类指标:城镇居民人均可支配收入、居民消费价格指数等 Quality of life indexes: Disposable income of urban residents per capita, Consumer price index, etc. | |||||
(3)基于资源、环境和社会经济3个条件 (3) Based on the three conditions of resources, environment and social economy | 资源 Resources | 土地资源 Land Resources | 人均耕地、人均建设用地等 Cultivated land per capita, Construction land per capita, etc. | Graymore et al., 柴国平等, | |
水资源 Water Resources | 水资源利用率、人均水资源占有量等 Utilization rate of water resources, water resources share per capita, etc. | ||||
环境 Enviornment | 水环境 Water Enviornment | 化学需氧排放强度、生态用水率等 COD emission intensity, Ecological water use rate, etc. | |||
大气环境 Atmosphere Enviornment | 城市空气PM10含量、空气质量优良天数占比等 PM10 content of urban air, Proportion of days with good air quality, etc. | ||||
生态环境 Ecology Enviornment | 森林覆盖率、建成区绿化覆盖率等 Forest coverage rate, Green coverage rate of built-up area, etc. | ||||
社会经济 Social Economy | 经济发展水平 Economic Development level | 人均GDP、人均固定资产投资额等 GDP per capita, Investment in fixed assets per capita, etc. | |||
人口集聚度 Populaiton Density | 人口密度、人口自然增长率等 Population density, Natural growth rate of population, etc. | ||||
交通优势度 Traffic Superiority | 路网密度、区位优势度等 Density of road network, Location superiority, etc. | ||||
(4)基于经济、社会和生态环保3个系统 (4) Based on the three systems of economy, society and ecological environment protection | 经济 Economy | GDP年增长率、人均固定资产投资额等 Annual growth rate of GDP, Fixed asset investment per capita, etc. | Leidel et al.( 陈万象, | ||
社会 Society | 城镇化水平、路网密度等 Urbanization level, Road network density, etc. | ||||
生态环保 Ecological environment protection | 建成区绿化覆盖率、空气质量优良率等 Green coverage rate of built-up area, Excellence rate of air quality, etc. | ||||
(5)基于自然与社会 资源、自然与社会环境4个维度 (5) Based on the four dimensions of nature and social resources, nature and social environment | 自然资源 Nature Resources | 土地总面积、森林覆盖率等 Total land area, Forest coverage rate, etc. | 王红旗等, 张翊等, Oluwaseun et al., | ||
社会资源 Social Resources | 人均城市道路面积、千人医疗机构床位数等 Urban road area per capita, Number of beds in medical institutions per thousand people, etc. | ||||
自然环境 Nature Enviornment | 水质达标率、工业固废综合利用率等 Standard rate of water quality, Comprehensive utilization rate of industrial solid waste, etc. | ||||
社会环境 Social Enviornment | 农民平均受教育程度、蓝绿空间比等 Average education level of farmers, Ratio of blue to green space, etc. |
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