地理科学 ›› 2021, Vol. 41 ›› Issue (7): 1158-1167.doi: 10.13249/j.cnki.sgs.2021.07.006
段德忠1,2(), 夏启繁1,2, 张杨1,2, 高鑫3,*(
)
收稿日期:
2020-06-12
修回日期:
2020-11-14
出版日期:
2021-07-31
发布日期:
2021-09-06
通讯作者:
高鑫
E-mail:dzduan@geo.ecnu.edu.cn;planninggx@126.com
作者简介:
段德忠(1989-),男,江苏溧阳人,副教授,硕导,主要从事世界经济地理、城市与区域创新研究。E-mail: dzduan@geo.ecnu.edu.cn
基金资助:
Duan Dezhong1,2(), Xia Qifan1,2, Zhang Yang1,2, Gao Xin3,*(
)
Received:
2020-06-12
Revised:
2020-11-14
Online:
2021-07-31
Published:
2021-09-06
Contact:
Gao Xin
E-mail:dzduan@geo.ecnu.edu.cn;planninggx@126.com
Supported by:
摘要:
以绿色专利申请量为评价指标对长江经济带环境创新的时空特征进行了多维度挖掘,并揭示了其影响因素,研究发现:① 时序发展上,长江经济带环境创新空间集聚特征显著,绿色建筑技术始终主导长江经济带环境创新演化发展;② 空间演化上,长江经济带环境创新格局整体表现为由东部地区主导,并呈现出由东向西的阶梯推进的发展特征,且呈现出显著的空间关联性;③ 长江经济带环境创新具有显著的空间溢出效应,环境规制强度、技术创新水平、城市规模、第三产业比重和环境质量皆对长江经济带城市环境创新能力有着显著的正向促进作用,但环境规制强度不具有明显的空间溢出效应,且技术创新水平具有显著的负向溢出效应。
中图分类号:
段德忠, 夏启繁, 张杨, 高鑫. 长江经济带环境创新的时空特征及其影响因素[J]. 地理科学, 2021, 41(7): 1158-1167.
Duan Dezhong, Xia Qifan, Zhang Yang, Gao Xin. Evolution Pattern and Impact Factors of Environmental Innovation in the Yangtze River Economic Belt[J]. SCIENTIA GEOGRAPHICA SINICA, 2021, 41(7): 1158-1167.
表1
基于专利类别的绿色技术识别
绿色技术大类 | 绿色技术小类 | 专利类别 |
清洁能源技术 | 风能、太阳能、地热能、水能、生物能、废物能源、提高投入-产出效率的技术、核聚变-核裂变反应堆、超导元件或设备、能源储备、氢能技术、燃料电池、智能联网技术、能源转换或管理系统 | F24J2、F03D9、H01L31、F03D11、H02J3、B03B1、F03D7、F03D3、F03B13、H01L51、H02N6、F03G6、F02J7等47个专利类别 |
温室气体处理技术 | 二氧化碳的捕获和储存、捕获或处置二氧化碳以外的温室气体 | B01D53、B01J20、C01B31 |
绿色交通技术 | 公路运输、铁路运输、航空运输、水上运输 | B60L11、H02J7、B60L8、F02M25、B60L15、F02M21、F01N3、B60W20、F02B29、B60W10、F01N5、F01N11等34个专利类别 |
绿色建筑技术 | 建筑中可再生能源的整合、节能照明、节能暖气、节能通风或空调、节能家用器具、节能电梯、节能自动扶梯和移动人行道、资讯与通讯技术、终端用户端、改善建筑物热性能的建筑或建筑构件 | E04D13、F24F5、F21S9、F03D9、F24D17、H01L31、F24J2、H02J9、E04H1、H05B37、F21S9、F21S8等64个专利类别 |
环境治理技术 | 空气污染减排、水污染治理、废物管理、环境监测、土壤修复 | B01D53、F23G7、F23J15、F27B1、C21B7、C21C5、F23B80、F23C9、F23C10、B01D53、F02M3、B01J23、F01M13、F02B47等96个技术类别 |
绿色水技术 | 室内节水、灌溉节水、热电生产中的节水、水分配、水收集、水存储 | F16K21、F16L55、E03C1、E03D3、E03D1、A47K11、E03D13、E03D5、E03B1等21个专利类别 |
表2
2007年、2012年和2017年长江经济带环境创新能力前10强城市及其绿色专利申请量/件
位序 | 2007年 | 2012年 | 2017年 | |||||
城市 | 绿色专利申请量 | 城市 | 绿色专利申请量 | 城市 | 绿色专利申请量 | |||
1 | 上海市 | 9003 | 上海市 | 8449 | 上海市 | 14801 | ||
2 | 杭州市 | 2137 | 苏州市 | 5923 | 苏州市 | 10659 | ||
3 | 苏州市 | 1867 | 杭州市 | 5491 | 成都市 | 9371 | ||
4 | 宁波市 | 1647 | 成都市 | 3852 | 南京市 | 8893 | ||
5 | 武汉市 | 1642 | 南京市 | 3699 | 杭州市 | 7631 | ||
6 | 南京市 | 1607 | 宁波市 | 3219 | 合肥市 | 6880 | ||
7 | 成都市 | 1500 | 无锡市 | 3096 | 武汉市 | 5449 | ||
8 | 重庆市 | 1324 | 常州市 | 2774 | 无锡市 | 5208 | ||
9 | 无锡市 | 1112 | 重庆市 | 2392 | 重庆市 | 4734 | ||
10 | 常州市 | 1046 | 武汉市 | 2314 | 宁波市 | 4439 |
表3
长江经济带环境创新影响因素的空间杜宾模型回归结果
变量 | 因素 | 效应分解 | ||||
局部效应系数 | 溢出效应系数 | 直接效应 | 间接效应 | 总效应 | ||
注:*,**,***分别表示10%,5%和1%的显著性水平;变量含义见公式(2)。 | ||||||
ln E_R | 0.052** | -0.003* | 0.052* | 0.010 | 0.062** | |
ln C_S | 0.434*** | 0.200* | 0.491*** | 0.386* | 0.877*** | |
ln T_I | 0.082** | -0.264*** | 0.082** | -0.304*** | -0.222*** | |
ln I_S | 0.026** | 0.012** | 0.032** | 0.017** | -0.049** | |
ln A_Q | -0.015** | 0.009*** | -0.029*** | -0.018*** | -0.047*** | |
常数项 | -10.136*** | |||||
spatial rho | 0.256*** | |||||
R2 | 0.876 | |||||
Log-likelihood | -3021.412 |
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