Radiative transfer model application with satellite imagery for methane emission analysis

The purpose of this study was to develop and implement a radiative transfer model for the analysis of methane emissions using satellite imagery. A methodology has been developed that defines the steps and processes for radiative transfer, an important process in atmospheric sciences that explains how electromagnetic radiation, such as light or infrared radiation, interacts with the atmosphere and its components, such as clouds, aerosols, and gases. As a result of the study, a detailed radiative transfer modelling scheme was developed and refined. This scheme is essential for quantifying methane emissions from satellite data and plays a critical role in improving our understanding of the Earth’s energy balance, climate change dynamics, and atmospheric radiative processes. Radiative transfer, essential in atmospheric science, involves the emission, absorption, and scattering of radiation by atmospheric particles and gases. This study applies radiative transfer models to analyse methane emissions using Sentinel-2 satellite data, which includes bands sensitive to methane absorption. By comparing fractional radiance levels from model simulations with satellite data, authors accurately retrieve methane concentrations. The methodology’s adaptability to other satellites with similar spectral bands enhances its potential for global methane monitoring.

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Publication Details

Journal
OICC Press Journals
Published
2025-10-13
DOI
https://doi.org/10.57647/j.jtap.2025.1904.36
Primary Topic
Atmospheric and Environmental Gas Dynamics
Type
article
Field-Weighted Citation Impact
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article

Radiative transfer model application with satellite imagery for methane emission analysis

OICC Press Journals
Atmospheric and Environmental Gas Dynamics
article

Radiative transfer model application with satellite imagery for methane emission analysis

article en

Abstract

The purpose of this study was to develop and implement a radiative transfer model for the analysis of methane emissions using satellite imagery. A methodology has been developed that defines the steps and processes for radiative transfer, an important process in atmospheric sciences that explains how electromagnetic radiation, such as light or infrared radiation, interacts with the atmosphere and its components, such as clouds, aerosols, and gases. As a result of the study, a detailed radiative transfer modelling scheme was developed and refined. This scheme is essential for quantifying methane emissions from satellite data and plays a critical role in improving our understanding of the Earth’s energy balance, climate change dynamics, and atmospheric radiative processes. Radiative transfer, essential in atmospheric science, involves the emission, absorption, and scattering of radiation by atmospheric particles and gases. This study applies radiative transfer models to analyse methane emissions using Sentinel-2 satellite data, which includes bands sensitive to methane absorption. By comparing fractional radiance levels from model simulations with satellite data, authors accurately retrieve methane concentrations. The methodology’s adaptability to other satellites with similar spectral bands enhances its potential for global methane monitoring.

OICC Press Journals
Azerbaijan National Aerospace Agency (AZ)
Climate action
Openalex Percentile: Top 46%
Atmospheric and Environmental Gas Dynamics
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