the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Tracing Ammonia Emission Sources in California's Salton Sea Region: Insights from Airborne Longwave-Infrared Hyperspectral Imaging and Ground Monitoring
Abstract. Ammonia (NH3) plays an important role in atmospheric chemistry and air quality, but its emissions remain poorly constrained due to its short atmospheric lifetime, high spatial heterogeneity, and limited coverage of existing monitoring resources. This study integrates airborne longwave-infrared (LWIR) hyperspectral imaging at ~2 m spatial resolution with ground-based stationary and mobile in-situ measurements to map and characterize NH3 emissions in two regions near the Salton Sea in Southern California: Mecca in the northwest and Imperial in the southeast. Airborne surveys conducted in March and September 2023 with a wide-swath LWIR spectra imager revealed pronounced spatial and seasonal variability. Average NH3 levels in Imperial were 2.5 to 8 times higher than those in Mecca, linked primarily to large, concentrated animal feeding operations (CAFOs), geothermal power plants, fumaroles, and intensive agricultural activities. Ground-based mobile monitoring corroborated these findings, showing elevated NH3 levels near these sources and especially high NH3 concentrations downwind of CAFOs with large cattle populations. The results underscore the utility of airborne LWIR hyperspectral imaging in detecting and mapping NH3 at hyperlocal scales, including sources absent from existing inventories. They further highlight the need for routine airborne campaigns and the development of next-generation satellite missions with higher spatial resolution to achieve comprehensive, large-area monitoring. These findings inform air quality management strategies and emphasize the importance of improving emission inventories for effective mitigation of NH3-driven air pollution.
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Status: open (until 13 May 2025)
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RC1: 'Comment on egusphere-2025-1378', Anonymous Referee #1, 23 Apr 2025
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This manuscript integrates airborne, ground-based, and mobile measurements to map NH3 emissions in two source regions in California. The paper is well written and the structure is clear. The results are important for improving the ammonia emission inventories. I only have minor comments as follows:
Presentation issues:
Section 3.1: Please quantitatively summarize the overall performance of airborne measurements to identify emissions sources, e.g., how many CAFOs/GPPs could be identified.
Figure 8: I am not sure if plume A to I were chosen based on the time series or emission sources - please clarify. Â
Figure 9: There is no marked source in plume A. I suggest switching the colorbar to log scale and using the size of the marker to denote cattle population for each CAFO facility. Also, please add latitudes, longitudes, and wind direction for each panel.
Discussions: It would be helpful to compare the resolution of satellite maps versus airborne measurements in this study to highlight the advantage of this study.
Conclusions: I recommend stating the conclusions more quantitatively.
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Minor comments:
Line 35: add citation
Line 38: Please cite commonly used ammonia emission inventories here besides Zeng et al., 2018
Line 57: needs citation for the first sentence of the paragraph
Line 160: Please briefly discuss the detection limit and validation results here instead of referring to the literature
Citation: https://doi.org/10.5194/egusphere-2025-1378-RC1
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