Articles | Volume 23, issue 9
https://doi.org/10.5194/acp-23-5233-2023
© Author(s) 2023. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/acp-23-5233-2023
© Author(s) 2023. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Toward a versatile spaceborne architecture for immediate monitoring of the global methane pledge
Yuchen Wang
College of Science and Technology, Hebei Agricultural University,
Baoding, Hebei 071000, P.R. China
Xvli Guo
College of Science and Technology, Hebei Agricultural University,
Baoding, Hebei 071000, P.R. China
Yajie Huo
College of Science and Technology, Hebei Agricultural University,
Baoding, Hebei 071000, P.R. China
Mengying Li
Research Center for Air Pollution and Health; Key Laboratory of
Environmental Remediation and Ecological Health, Ministry of Education,
College of Environment and Resource Sciences, Zhejiang University, Hangzhou,
Zhejiang 310058, P.R. China
Yuqing Pan
CORRESPONDING AUTHOR
College of Science and Technology, Hebei Agricultural University,
Baoding, Hebei 071000, P.R. China
Research Center for Air Pollution and Health; Key Laboratory of
Environmental Remediation and Ecological Health, Ministry of Education,
College of Environment and Resource Sciences, Zhejiang University, Hangzhou,
Zhejiang 310058, P.R. China
Alexander Baklanov
Science and Innovation Department, World Meteorological Organization (WMO), Geneva, Switzerland
Daniel Rosenfeld
Institute of Earth Science, The Hebrew University of Jerusalem,
Jerusalem, Israel
John H. Seinfeld
Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA 91125, USA
Pengfei Li
CORRESPONDING AUTHOR
College of Science and Technology, Hebei Agricultural University,
Baoding, Hebei 071000, P.R. China
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Cited
10 citations as recorded by crossref.
- Vast and hidden urban methane emissions from the Russia–Ukraine war Z. Feng et al. https://doi.org/10.1038/s44284-025-00309-8
- Advancements in satellite-based methane point source monitoring: A systematic review F. Mohammadimanesh et al. https://doi.org/10.1016/j.isprsjprs.2025.03.020
- Recent advances in TROPOMI-based methane source detection: a systematic review R. Liu et al. https://doi.org/10.1080/15481603.2026.2650822
- Regional carbon neutrality and greenhouse gas monitoring of satellite sensing technology P. Fu et al. https://doi.org/10.1016/j.ecofro.2026.03.015
- Satellite analysis of methane emissions connects war and urban sustainability https://doi.org/10.1038/s44284-025-00312-z
- The methane imperative D. Shindell et al. https://doi.org/10.3389/fsci.2024.1349770
- High-Resolution Global Methane Mapping: Advances in Satellite Remote Sensing, Machine Learning, and Policy Frameworks A. Singh & . Madhubala https://doi.org/10.3390/methane5030021
- Onshore methane emissions measurements from the oil and gas industry: a scoping review C. Vollrath et al. https://doi.org/10.1088/2515-7620/ad3129
- Transforming supply chain operations: Unveiling the path ahead by leveraging artificial intelligence (AI) to drive the shift towards carbon neutrality (CN) L. Zheng et al. https://doi.org/10.1016/j.techfore.2025.124280
- Review and perspective of remote sensing research on global greenhouse gas monitoring and stocktaking L. Liu et al. https://doi.org/10.1360/TB-2024-1033
10 citations as recorded by crossref.
- Vast and hidden urban methane emissions from the Russia–Ukraine war Z. Feng et al. https://doi.org/10.1038/s44284-025-00309-8
- Advancements in satellite-based methane point source monitoring: A systematic review F. Mohammadimanesh et al. https://doi.org/10.1016/j.isprsjprs.2025.03.020
- Recent advances in TROPOMI-based methane source detection: a systematic review R. Liu et al. https://doi.org/10.1080/15481603.2026.2650822
- Regional carbon neutrality and greenhouse gas monitoring of satellite sensing technology P. Fu et al. https://doi.org/10.1016/j.ecofro.2026.03.015
- Satellite analysis of methane emissions connects war and urban sustainability https://doi.org/10.1038/s44284-025-00312-z
- The methane imperative D. Shindell et al. https://doi.org/10.3389/fsci.2024.1349770
- High-Resolution Global Methane Mapping: Advances in Satellite Remote Sensing, Machine Learning, and Policy Frameworks A. Singh & . Madhubala https://doi.org/10.3390/methane5030021
- Onshore methane emissions measurements from the oil and gas industry: a scoping review C. Vollrath et al. https://doi.org/10.1088/2515-7620/ad3129
- Transforming supply chain operations: Unveiling the path ahead by leveraging artificial intelligence (AI) to drive the shift towards carbon neutrality (CN) L. Zheng et al. https://doi.org/10.1016/j.techfore.2025.124280
- Review and perspective of remote sensing research on global greenhouse gas monitoring and stocktaking L. Liu et al. https://doi.org/10.1360/TB-2024-1033
Saved (final revised paper)
Latest update: 28 Jul 2026
Short summary
Substantial advances have been made in recent years toward detecting and quantifying methane super-emitters from space. However, such advances have rarely been expanded to measure the global methane pledge because large-scale swaths and high-resolution sampling have not been coordinated. Here we present a versatile spaceborne architecture that can juggle planet-scale and plant-level methane retrievals, challenge official emission reports, and remain relevant for stereoscopic measurements.
Substantial advances have been made in recent years toward detecting and quantifying methane...
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