Atomized inversion of 4D gravity data for risk management of CO2 leakage

Abstract We propose a new approach for monitoring CO2 storage sites and to assess leakage patterns through inversion of time-lapse gravity data. Our focus is on leakage scenarios involving permeable faults and the formation of secondary plumes at shallow depths. The methodology is based on the concept of Extremely Compact Sources, which provides a subsurface representation in terms of atomized sources. This framework enables the successful determination of plume locations, net mass changes, and CO2 leakage rates. A case study using realistic multiphase simulations demonstrates the effectiveness of the method for reservoir management, including forecasting, operational planning, and safe management of the injection and post-injection phases.

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Publication Details

Journal
Geophysics
Published
2026-01-14
DOI
https://doi.org/10.1190/geo-2025-0666
Primary Topic
CO2 Sequestration and Geologic Interactions
Type
article
Field-Weighted Citation Impact
0.00
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article

Atomized inversion of 4D gravity data for risk management of CO2 leakage

Marco Maiolino, Maurizio Milano, Luigi Bianco, Maurizio Fedi et al.
Geophysics
CO2 Sequestration and Geologic Interactions
article

Atomized inversion of 4D gravity data for risk management of CO2 leakage

Marco Maiolino, Maurizio Milano, Luigi Bianco, Maurizio Fedi, Alessia Ianniello
article en

Abstract

Abstract We propose a new approach for monitoring CO2 storage sites and to assess leakage patterns through inversion of time-lapse gravity data. Our focus is on leakage scenarios involving permeable faults and the formation of secondary plumes at shallow depths. The methodology is based on the concept of Extremely Compact Sources, which provides a subsurface representation in terms of atomized sources. This framework enables the successful determination of plume locations, net mass changes, and CO2 leakage rates. A case study using realistic multiphase simulations demonstrates the effectiveness of the method for reservoir management, including forecasting, operational planning, and safe management of the injection and post-injection phases.

Geophysics
Regione Campania (IT), Federico II University Hospital (IT), University of Naples Federico II (IT)
Openalex Percentile: Top 90%
CO2 Sequestration and Geologic Interactions
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Atomized inversion of 4D gravity data for risk management of CO2 leakage — Marco Maiolino, Maurizio Milano, et al. · Geophysics (2026) | TGRS Research Map | TGRS