Dynamic assessment of the carbon-neutral process based on FDA method
In this paper, the carbon-neutral process is constructed to measure the development level of a low-carbon economy in 30 provinces of China. The entropy weight method is used to measure the carbon neutralization level. The Functional Data Analysis and various curves are used to investigate potential...
| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
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Elsevier
2022-11-01
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| Series: | Energy Reports |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2352484722021060 |
| _version_ | 1797952129612120064 |
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| author | Xiqiao Lin Kai Yin Jinlin Lin Chunhao Lu Huiling Qin Chunli Zhou |
| author_facet | Xiqiao Lin Kai Yin Jinlin Lin Chunhao Lu Huiling Qin Chunli Zhou |
| author_sort | Xiqiao Lin |
| collection | DOAJ |
| description | In this paper, the carbon-neutral process is constructed to measure the development level of a low-carbon economy in 30 provinces of China. The entropy weight method is used to measure the carbon neutralization level. The Functional Data Analysis and various curves are used to investigate potential dynamic changes. Finally, the heterogeneity analysis is carried out on the sample provinces. We find: (1) The carbon-neutral process’s performance of provinces is significantly different in China, the top three are: Guangzhou (0.6556), Shanghai (0.5559), Jiangsu (0.5095), and the last three are: Xinjiang (0.1583), Gansu (0.1475), Guizhou (0.1453); (2) The carbon-neutral process’s performance in China shows an obvious upward trend and the growth rate has usually been positive; (3) Through heterogeneity analysis, the performance of carbon neutralization process is different in the five regions. But all regions are currently in an upswing or recovery phase. These findings are significant for China to achieve’Carbon Peak in 2030, Carbon Neutrality in 2060’ as scheduled. |
| first_indexed | 2024-04-10T22:41:27Z |
| format | Article |
| id | doaj.art-2e3e43ac11ee4d9e98cd150aec83ec1c |
| institution | Directory Open Access Journal |
| issn | 2352-4847 |
| language | English |
| last_indexed | 2024-04-10T22:41:27Z |
| publishDate | 2022-11-01 |
| publisher | Elsevier |
| record_format | Article |
| series | Energy Reports |
| spelling | doaj.art-2e3e43ac11ee4d9e98cd150aec83ec1c2023-01-16T04:08:36ZengElsevierEnergy Reports2352-48472022-11-01810371045Dynamic assessment of the carbon-neutral process based on FDA methodXiqiao Lin0Kai Yin1Jinlin Lin2Chunhao Lu3Huiling Qin4Chunli Zhou5Guangxi Power Grid Co., Ltd., 6# Min Zhu Road, Nanning 530000, ChinaChina Center for Energy Economics Research, School of Economics, Xiamen University, Xiamen, 361005, China; Corresponding author.Guangxi Power Grid Co., Ltd., 6# Min Zhu Road, Nanning 530000, ChinaGuangxi Power Grid Co., Ltd., 6# Min Zhu Road, Nanning 530000, ChinaGuangxi Power Grid Co., Ltd., 6# Min Zhu Road, Nanning 530000, ChinaGuangxi Power Grid Co., Ltd., 6# Min Zhu Road, Nanning 530000, ChinaIn this paper, the carbon-neutral process is constructed to measure the development level of a low-carbon economy in 30 provinces of China. The entropy weight method is used to measure the carbon neutralization level. The Functional Data Analysis and various curves are used to investigate potential dynamic changes. Finally, the heterogeneity analysis is carried out on the sample provinces. We find: (1) The carbon-neutral process’s performance of provinces is significantly different in China, the top three are: Guangzhou (0.6556), Shanghai (0.5559), Jiangsu (0.5095), and the last three are: Xinjiang (0.1583), Gansu (0.1475), Guizhou (0.1453); (2) The carbon-neutral process’s performance in China shows an obvious upward trend and the growth rate has usually been positive; (3) Through heterogeneity analysis, the performance of carbon neutralization process is different in the five regions. But all regions are currently in an upswing or recovery phase. These findings are significant for China to achieve’Carbon Peak in 2030, Carbon Neutrality in 2060’ as scheduled.http://www.sciencedirect.com/science/article/pii/S2352484722021060Carbon neutralizationFunctional data analysisDynamic assessment |
| spellingShingle | Xiqiao Lin Kai Yin Jinlin Lin Chunhao Lu Huiling Qin Chunli Zhou Dynamic assessment of the carbon-neutral process based on FDA method Energy Reports Carbon neutralization Functional data analysis Dynamic assessment |
| title | Dynamic assessment of the carbon-neutral process based on FDA method |
| title_full | Dynamic assessment of the carbon-neutral process based on FDA method |
| title_fullStr | Dynamic assessment of the carbon-neutral process based on FDA method |
| title_full_unstemmed | Dynamic assessment of the carbon-neutral process based on FDA method |
| title_short | Dynamic assessment of the carbon-neutral process based on FDA method |
| title_sort | dynamic assessment of the carbon neutral process based on fda method |
| topic | Carbon neutralization Functional data analysis Dynamic assessment |
| url | http://www.sciencedirect.com/science/article/pii/S2352484722021060 |
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