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Observing Anthropogenic and Biogenic CO2 Emissions in Los Angeles Using a Dense Sensor Network.
Jinsol Kim1, William M Berelson1, Nick Everett Rollins1
1Department of Earth Science, University of Southern California, Los Angeles, California 90089, United States.
Environmental Science & Technology
|February 13, 2025
Summary
A new method precisely quantifies urban greenhouse gas emissions using a dense sensor network. This approach distinguishes fossil fuel and biogenic sources, crucial for evaluating climate mitigation strategies.
Area of Science:
- Environmental Science
- Atmospheric Chemistry
- Urban Ecology
Background:
- Urban areas significantly contribute to greenhouse gas emissions, requiring robust monitoring for effective climate change mitigation.
- Dense sensor networks provide high-resolution data for tracking urban emissions.
- The Berkeley Environmental Air-quality & CO2 Observation Network (BEACO2N) offers a valuable tool for this purpose.
Purpose of the Study:
- To develop and validate a simple, precise method for quantifying urban greenhouse gas emissions.
- To differentiate between fossil fuel and biogenic CO2 emissions in urban environments.
- To establish a framework for constraining seasonal and annual emission trends using sensor network data.
Main Methods:
- Analysis of CO2 and CO measurements from 12 BEACO2N sites in Los Angeles (USC Carbon Census) within a box model.
- Partitioning of total CO2 emissions into fossil fuel and biogenic components.
- Correlation of inferred biogenic emissions with the MODIS enhanced vegetation index (EVI).
Main Results:
- A precise method for quantifying urban emissions was successfully demonstrated.
- Biogenic emissions were inferred to consume up to 60% of fossil fuel emissions during the growing season (daytime).
- Temporal changes in biogenic emissions corresponded with vegetation index variations.
Conclusions:
- The described approach enables precise quantification of urban emissions, aiding in the evaluation of mitigation strategies.
- The study highlights the significant role of biogenic processes in urban carbon cycling.
- The method is feasible for constraining annual and long-term emission trends.

