Analysis of spatial and temporal characteristics of carbon emission efficiency of pig farming and the influencing factors in China
Pig farming has been a crucial contribution to China's food security although intestinal fermentation and its excrement during pig breeding are major sources of greenhouse gas emissions. In this paper, we measured the carbon emission efficiency of pig farming in 30 provinces (autonomous regions...
| Main Authors: | , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Frontiers Media S.A.
2023-01-01
|
| Series: | Frontiers in Public Health |
| Subjects: | |
| Online Access: | https://www.frontiersin.org/articles/10.3389/fpubh.2023.1073902/full |
| _version_ | 1797942799470952448 |
|---|---|
| author | Hongpeng Guo Shi Li Chulin Pan Shuang Xu Qingyong Lei |
| author_facet | Hongpeng Guo Shi Li Chulin Pan Shuang Xu Qingyong Lei |
| author_sort | Hongpeng Guo |
| collection | DOAJ |
| description | Pig farming has been a crucial contribution to China's food security although intestinal fermentation and its excrement during pig breeding are major sources of greenhouse gas emissions. In this paper, we measured the carbon emission efficiency of pig farming in 30 provinces (autonomous regions and municipalities) from 2010 to 2020 by using the non-expected output Slack-Based Measure (SBM) model and analyzed the spatial characteristics of the carbon emission efficiency of pig farming in China. We also examined and analyzed the factors influencing the carbon emission efficiency of pig farming by using the limited dependent variable model (Tobit). The results show that: the carbon emission efficiency of pig farming in China shows an M-shaped upward trend over time by comparing the carbon emission efficiency longitudinally during the study period and the carbon emission efficiency of pig farming shows a decreasing trend in the east, central and west regions of China by comparing the carbon emission efficiency of different regions horizontally. It's also shown that regions with low- and extremely-low-efficiency transfer from the east to the central and west regions and the central and regions with high-efficiency transfer to the east. The regression analysis of the factors influencing the carbon emission efficiency of pig breeding shows that the comparative advantage of the pig industry and transportation accessibility is positively correlated with the carbon emission efficiency of pig breeding, whereas the proportion of food resources and market scale is negatively correlated with the carbon emission efficiency of pig breeding. At the same time, the production layout index has no significant influence on the carbon emission efficiency of pig breeding. The research results provide a theoretical basis for regional differentiation of carbon emission management from pig farming, optimizing the layout of the pig industry and reducing environmental pollution. |
| first_indexed | 2024-04-10T20:14:19Z |
| format | Article |
| id | doaj.art-40d3763de6404a6a868e64d4aa33804b |
| institution | Directory Open Access Journal |
| issn | 2296-2565 |
| language | English |
| last_indexed | 2024-04-10T20:14:19Z |
| publishDate | 2023-01-01 |
| publisher | Frontiers Media S.A. |
| record_format | Article |
| series | Frontiers in Public Health |
| spelling | doaj.art-40d3763de6404a6a868e64d4aa33804b2023-01-26T07:26:45ZengFrontiers Media S.A.Frontiers in Public Health2296-25652023-01-011110.3389/fpubh.2023.10739021073902Analysis of spatial and temporal characteristics of carbon emission efficiency of pig farming and the influencing factors in ChinaHongpeng GuoShi LiChulin PanShuang XuQingyong LeiPig farming has been a crucial contribution to China's food security although intestinal fermentation and its excrement during pig breeding are major sources of greenhouse gas emissions. In this paper, we measured the carbon emission efficiency of pig farming in 30 provinces (autonomous regions and municipalities) from 2010 to 2020 by using the non-expected output Slack-Based Measure (SBM) model and analyzed the spatial characteristics of the carbon emission efficiency of pig farming in China. We also examined and analyzed the factors influencing the carbon emission efficiency of pig farming by using the limited dependent variable model (Tobit). The results show that: the carbon emission efficiency of pig farming in China shows an M-shaped upward trend over time by comparing the carbon emission efficiency longitudinally during the study period and the carbon emission efficiency of pig farming shows a decreasing trend in the east, central and west regions of China by comparing the carbon emission efficiency of different regions horizontally. It's also shown that regions with low- and extremely-low-efficiency transfer from the east to the central and west regions and the central and regions with high-efficiency transfer to the east. The regression analysis of the factors influencing the carbon emission efficiency of pig breeding shows that the comparative advantage of the pig industry and transportation accessibility is positively correlated with the carbon emission efficiency of pig breeding, whereas the proportion of food resources and market scale is negatively correlated with the carbon emission efficiency of pig breeding. At the same time, the production layout index has no significant influence on the carbon emission efficiency of pig breeding. The research results provide a theoretical basis for regional differentiation of carbon emission management from pig farming, optimizing the layout of the pig industry and reducing environmental pollution.https://www.frontiersin.org/articles/10.3389/fpubh.2023.1073902/fullcarbon emission efficiencySBM modeldistribution characteristics of carbon emission efficiencyTobit modelfactors affecting carbon emission efficiency |
| spellingShingle | Hongpeng Guo Shi Li Chulin Pan Shuang Xu Qingyong Lei Analysis of spatial and temporal characteristics of carbon emission efficiency of pig farming and the influencing factors in China Frontiers in Public Health carbon emission efficiency SBM model distribution characteristics of carbon emission efficiency Tobit model factors affecting carbon emission efficiency |
| title | Analysis of spatial and temporal characteristics of carbon emission efficiency of pig farming and the influencing factors in China |
| title_full | Analysis of spatial and temporal characteristics of carbon emission efficiency of pig farming and the influencing factors in China |
| title_fullStr | Analysis of spatial and temporal characteristics of carbon emission efficiency of pig farming and the influencing factors in China |
| title_full_unstemmed | Analysis of spatial and temporal characteristics of carbon emission efficiency of pig farming and the influencing factors in China |
| title_short | Analysis of spatial and temporal characteristics of carbon emission efficiency of pig farming and the influencing factors in China |
| title_sort | analysis of spatial and temporal characteristics of carbon emission efficiency of pig farming and the influencing factors in china |
| topic | carbon emission efficiency SBM model distribution characteristics of carbon emission efficiency Tobit model factors affecting carbon emission efficiency |
| url | https://www.frontiersin.org/articles/10.3389/fpubh.2023.1073902/full |
| work_keys_str_mv | AT hongpengguo analysisofspatialandtemporalcharacteristicsofcarbonemissionefficiencyofpigfarmingandtheinfluencingfactorsinchina AT shili analysisofspatialandtemporalcharacteristicsofcarbonemissionefficiencyofpigfarmingandtheinfluencingfactorsinchina AT chulinpan analysisofspatialandtemporalcharacteristicsofcarbonemissionefficiencyofpigfarmingandtheinfluencingfactorsinchina AT shuangxu analysisofspatialandtemporalcharacteristicsofcarbonemissionefficiencyofpigfarmingandtheinfluencingfactorsinchina AT qingyonglei analysisofspatialandtemporalcharacteristicsofcarbonemissionefficiencyofpigfarmingandtheinfluencingfactorsinchina |