High-Resolution Satellite Reveals the Methane Emissions from China’s Coal Mines
Coal mines are a major global source of methane emissions, accounting for 10% of global methane emissions. As the world’s largest coal producer and consumer, China has various coal mine types, yet significant uncertainty exists in its methane emissions due to a lack of systematic ground-based data....
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MDPI AG
2025-01-01
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| author | Xingyu Li Tianhai Cheng Hao Zhu Xiaotong Ye Donghao Fan Tao Tang Haoran Tong Shizhe Yin Jingyu Xiong |
| author_facet | Xingyu Li Tianhai Cheng Hao Zhu Xiaotong Ye Donghao Fan Tao Tang Haoran Tong Shizhe Yin Jingyu Xiong |
| author_sort | Xingyu Li |
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| description | Coal mines are a major global source of methane emissions, accounting for 10% of global methane emissions. As the world’s largest coal producer and consumer, China has various coal mine types, yet significant uncertainty exists in its methane emissions due to a lack of systematic ground-based data. Therefore, accurately quantifying methane emissions from coal mining activities is crucial. Existing inventories struggle to capture complex and anomalous emissions, while medium-resolution satellites lack facility-level precision. High-spatial-resolution satellite observations offer detailed insights. With a spatial resolution of 60 m and spectral channels from 381 to 2493 nm, the EMIT satellite can finely characterize facility-level methane plumes. This study uses data from 88 methane emission plumes captured by the EMIT satellite to quantify the methane emission characteristics of 32 coal mines located in Inner Mongolia, Ningxia Hui Autonomous Region, and Shanxi Province, China. Principal Component Analysis reveals that mine size, coal type, and processing stage are key factors influencing methane emissions, with emission rates varying significantly under different conditions. Data indicate varying methane emission rates across production stages. The median methane emission rate in gas treatment/utilization is double that of ventilation shafts and chemical plants. Larger coal mines show a decreasing trend in the unit methane emission rate with scale increase, with super-large mines emitting only one-tenth that of medium-sized mines. For large coal mines, bituminous coal mines emit nearly double that of anthracite coal mines. Bottom-up emission inventory evaluation results for the 32 coal mines studied show that EDGAR v8.0 and GFEI v2 underestimated annual methane total emissions, capturing only about half of the emissions quantified through satellite observations. The average emission intensity of the 32 coal mines estimated by satellite data is 0.48 kg/GJ, which is higher than the emission intensities reported by EDGAR v8.0 (0.24 kg/GJ) and GFEI v2 (0.18 kg/GJ). Overall, high-resolution satellite data offer new insights into facility-level emissions, revealing the complexity of methane emissions from coal mines and underscoring the need for tailored mitigation strategies that consider different mine types and operational stages. |
| format | Article |
| id | doaj-art-2659f5c1c59f4415b4099f253e23ccb2 |
| institution | Kabale University |
| issn | 2072-4292 |
| language | English |
| publishDate | 2025-01-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Remote Sensing |
| spelling | doaj-art-2659f5c1c59f4415b4099f253e23ccb22025-01-24T13:47:46ZengMDPI AGRemote Sensing2072-42922025-01-0117222010.3390/rs17020220High-Resolution Satellite Reveals the Methane Emissions from China’s Coal MinesXingyu Li0Tianhai Cheng1Hao Zhu2Xiaotong Ye3Donghao Fan4Tao Tang5Haoran Tong6Shizhe Yin7Jingyu Xiong8National Engineering Research Center of Satellite Remote Sensing Application, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, ChinaUniversity of Chinese Academy of Sciences, Beijing 100049, ChinaNational Engineering Research Center of Satellite Remote Sensing Application, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, ChinaNational Engineering Research Center of Satellite Remote Sensing Application, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, ChinaNational Engineering Research Center of Satellite Remote Sensing Application, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, ChinaNational Engineering Research Center of Satellite Remote Sensing Application, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, ChinaNational Engineering Research Center of Satellite Remote Sensing Application, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, ChinaNational Engineering Research Center of Satellite Remote Sensing Application, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, ChinaNational Engineering Research Center of Satellite Remote Sensing Application, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, ChinaCoal mines are a major global source of methane emissions, accounting for 10% of global methane emissions. As the world’s largest coal producer and consumer, China has various coal mine types, yet significant uncertainty exists in its methane emissions due to a lack of systematic ground-based data. Therefore, accurately quantifying methane emissions from coal mining activities is crucial. Existing inventories struggle to capture complex and anomalous emissions, while medium-resolution satellites lack facility-level precision. High-spatial-resolution satellite observations offer detailed insights. With a spatial resolution of 60 m and spectral channels from 381 to 2493 nm, the EMIT satellite can finely characterize facility-level methane plumes. This study uses data from 88 methane emission plumes captured by the EMIT satellite to quantify the methane emission characteristics of 32 coal mines located in Inner Mongolia, Ningxia Hui Autonomous Region, and Shanxi Province, China. Principal Component Analysis reveals that mine size, coal type, and processing stage are key factors influencing methane emissions, with emission rates varying significantly under different conditions. Data indicate varying methane emission rates across production stages. The median methane emission rate in gas treatment/utilization is double that of ventilation shafts and chemical plants. Larger coal mines show a decreasing trend in the unit methane emission rate with scale increase, with super-large mines emitting only one-tenth that of medium-sized mines. For large coal mines, bituminous coal mines emit nearly double that of anthracite coal mines. Bottom-up emission inventory evaluation results for the 32 coal mines studied show that EDGAR v8.0 and GFEI v2 underestimated annual methane total emissions, capturing only about half of the emissions quantified through satellite observations. The average emission intensity of the 32 coal mines estimated by satellite data is 0.48 kg/GJ, which is higher than the emission intensities reported by EDGAR v8.0 (0.24 kg/GJ) and GFEI v2 (0.18 kg/GJ). Overall, high-resolution satellite data offer new insights into facility-level emissions, revealing the complexity of methane emissions from coal mines and underscoring the need for tailored mitigation strategies that consider different mine types and operational stages.https://www.mdpi.com/2072-4292/17/2/220coal miningCH<sub>4</sub> emissionsEMITemission intensitiesplume |
| spellingShingle | Xingyu Li Tianhai Cheng Hao Zhu Xiaotong Ye Donghao Fan Tao Tang Haoran Tong Shizhe Yin Jingyu Xiong High-Resolution Satellite Reveals the Methane Emissions from China’s Coal Mines Remote Sensing coal mining CH<sub>4</sub> emissions EMIT emission intensities plume |
| title | High-Resolution Satellite Reveals the Methane Emissions from China’s Coal Mines |
| title_full | High-Resolution Satellite Reveals the Methane Emissions from China’s Coal Mines |
| title_fullStr | High-Resolution Satellite Reveals the Methane Emissions from China’s Coal Mines |
| title_full_unstemmed | High-Resolution Satellite Reveals the Methane Emissions from China’s Coal Mines |
| title_short | High-Resolution Satellite Reveals the Methane Emissions from China’s Coal Mines |
| title_sort | high resolution satellite reveals the methane emissions from china s coal mines |
| topic | coal mining CH<sub>4</sub> emissions EMIT emission intensities plume |
| url | https://www.mdpi.com/2072-4292/17/2/220 |
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