Preprints
https://doi.org/10.5194/egusphere-2026-1745
https://doi.org/10.5194/egusphere-2026-1745
16 Apr 2026
 | 16 Apr 2026

High-frequency monitoring of SO2 plumes from moderate-scale volcanic eruptions using a synergy of GEO and LEO satellites: A case study of the 2024 Kanlaon eruption

Shangyi Liu, Yingjun Zheng, Mengya Sheng, Lu Lee, Chengli Qi, Feng Lu, Bruno Franco, Lieven Clarisse, Cathy Clerbaux, Nicolas Theys, Jhoon Kim, and Zhao-Cheng Zeng

Abstract. Satellite remote sensing is crucial for monitoring volcanic sulfur dioxide (SO2) globally. However, the rapid evolution of volcanic plumes necessitates high-frequency observations, which typical twice-daily overpasses of Low Earth Orbit (LEO) sensors fail to capture. To address this limitation, this study presents a synergistic Geostationary Earth Orbit (GEO) and LEO observation framework. Specifically, we show the first quantitative SO2 retrieval from a GEO hyperspectral infrared sounder (FY-4B/GIIRS), using an optimal-estimation-based retrieval algorithm. Because current and upcoming GEO infrared sounders lack the strong ν3 absorption band, our algorithm uniquely leverages the weaker ν1 absorption band. Simulation experiments indicate that the detection limit (retrieval error > 100 %) is 3 DU for plumes at 10 km altitude. During the June 2024 Kanlaon eruption, GIIRS captured early, high-concentration plume dynamics, though tracking diluted plumes remained challenging. Crucially, it provided the earliest satellite detection by continuously monitoring the initial nighttime burst (posterior error of 53.7 ± 24.1 %), filling critical temporal gaps left by ultraviolet sensors. Combined with LEO (HIRAS, IASI, CrIS, TROPOMI and MLS) and GEO sensor (GEMS), the synergistic framework achieved high frequency quantification of SO2 mass loading and transport pathways. We estimated a peak SO2 mass loading of ∼40 kt and an e-folding time of 5.2 ± 0.5 days. Furthermore, multi-platform observations identified significant discrepancies in the CAMS global model regarding the plume's evolution and magnitude. This geostationary-driven synergistic framework delivers high-fidelity observational records, establishing a robust basis for monitoring moderate-scale volcanic events and evaluating atmospheric chemical transport models.

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Shangyi Liu, Yingjun Zheng, Mengya Sheng, Lu Lee, Chengli Qi, Feng Lu, Bruno Franco, Lieven Clarisse, Cathy Clerbaux, Nicolas Theys, Jhoon Kim, and Zhao-Cheng Zeng

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  • RC1: 'Comment on egusphere-2026-1745', Anonymous Referee #1, 03 Jul 2026
  • RC2: 'Comment on egusphere-2026-1745', Anonymous Referee #2, 04 Aug 2026
Shangyi Liu, Yingjun Zheng, Mengya Sheng, Lu Lee, Chengli Qi, Feng Lu, Bruno Franco, Lieven Clarisse, Cathy Clerbaux, Nicolas Theys, Jhoon Kim, and Zhao-Cheng Zeng
Shangyi Liu, Yingjun Zheng, Mengya Sheng, Lu Lee, Chengli Qi, Feng Lu, Bruno Franco, Lieven Clarisse, Cathy Clerbaux, Nicolas Theys, Jhoon Kim, and Zhao-Cheng Zeng

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Short summary
Volcanic sulfur dioxide evolves rapidly after an eruption, which makes it challenging to monitor. Taking the 2024 Kanlaon eruption as a case study, we propose using a constellation of GEO and LEO satellites to track SO2 mass and layer height at high frequency. In particular, we present the first quantitative SO2 retrieval from a GEO hyperspectral infrared sounder (FY-4B/GIIRS). This research provides a vital blueprint for the future global monitoring of volcanic events.
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