Projects / Satellite Methane Monitoring for Wastewater Treatment

Satellite Methane Monitoring for Wastewater Treatment

Long-Term Emission Analysis from Sentinel-2 Remote-Sensing Imagery

Seyed Mostafa Mehrdad, Bo Zhang, Wenqi Guo, Shan Du, Ke Du

Remote Sensing, 2024

Remote SensingMethane MonitoringEnvironmental Vision
Illustrative satellite view of a wastewater treatment facility with false-color methane monitoring overlays

Illustrative placeholder generated for this site; it is not a satellite observation or result from the paper.

I. Overview

Short measurement campaigns provide only snapshots of fugitive methane emissions from wastewater treatment. This study investigates whether frequently available satellite imagery can reveal longer-term spatial and temporal patterns instead.

The analysis covers Sentinel-2 observations of a Calgary wastewater treatment plant from 2019 through 2023, providing a multi-year view of daily, monthly, seasonal, and annual variation.


II. Key Contributions

  • Evaluates high-spatial-resolution Sentinel-2 imagery for long-term wastewater methane monitoring.
  • Develops image-processing techniques for extracting spatial and temporal concentration patterns.
  • Identifies candidate emission hotspots and compares them with ground-based measurements.

III. Methodology

The study processes multi-year Sentinel-2 imagery to retrieve methane column-concentration distributions over the plant. Digital image-processing steps aggregate and compare those distributions across daily, monthly, seasonal, and annual timescales and locate recurring spatial hotspots.


IV. Main Findings

The recovered patterns show substantial spatial and temporal variation and identify hotspots consistent with ground observations. The paper presents satellite imagery as a cost-effective complement to continuous monitoring while noting limitations from clouds, atmospheric scattering, and sensor resolution.

Reference

Citation

BibTeX citation
@Article{Mehrdad_2024_SatelliteMethane,
  author         = {Mehrdad, Seyed Mostafa and Zhang, Bo and Guo, Wenqi and Du, Shan and Du, Ke},
  title          = {First Investigation of Long-Term Methane Emissions from Wastewater Treatment Using Satellite Remote Sensing},
  journal        = {Remote Sensing},
  year           = {2024},
  volume         = {16},
  number         = {23},
  article-number = {4422},
  doi            = {10.3390/rs16234422}
}