Constraining emissions of volatile organic compounds from western US wildfires with WE-CAN and FIREX-AQ airborne observations

Published:

Recommended citation: Jin, L., Permar, W., Selimovic, V., Ketcherside, D., Yokelson, R. J., Hornbrook, R. S., Apel, E. C., Ku, I.-T., Collett Jr., J. L., Sullivan, A. P., Jaffe, D. A., Pierce, J. R., Fried, A., Coggon, M. M., Gkatzelis, G. I., Warneke, C., Fischer, E. V., and Hu, L. (2023). Constraining emissions of volatile organic compounds from western US wildfires with WE-CAN and FIREX-AQ airborne observations. Atmospheric Chemistry and Physics, 23, 5969–5991. https://doi.org/10.5194/acp-23-5969-2023

Lixu Jin, Wade Permar, Vanessa Selimovic, Damien Ketcherside, Robert J. Yokelson, Rebecca S. Hornbrook, Eric C. Apel, I-Ting Ku, Jeffrey L. Collett Jr., Amy P. Sullivan, Daniel A. Jaffe, Jeffrey R. Pierce, Alan Fried, Matthew M. Coggon, Georgios I. Gkatzelis, Carsten Warneke, Emily V. Fischer, Lu Hu

Atmospheric Chemistry and Physics, 23(10), 5969–5991 (2023). DOI: 10.5194/acp-23-5969-2023

Observed and modeled vertical profiles of carbon monoxide during WE-CAN, including a simulation with GFAS fire emissions tripled.
Aircraft observations showed a much stronger CO signal than the three standard simulations; the tripled-GFAS experiment closed much of the gap. Figure 3 from Jin et al. (2023), CC BY 4.0.

Aircraft Measurements Reveal Missing Wildfire CO and VOC Emissions

The fires were detected, but their modeled CO and VOC emissions were too low.

Wildfire-smoke modeling often begins with satellite observations. Satellites can show where fires are burning, but a fire-emission inventory must still estimate how much fuel burned and how much of each gas entered the atmosphere. We tested those estimates using measurements from two major aircraft campaigns and a network of ground monitors across the western United States.

Four findings

  • Similar total VOC emissions hid very different molecular mixtures. For the 14 VOC groups represented in GEOS-Chem, the three inventories differed by only about 30%–40% in total, but estimates for individual compounds differed by as much as fivefold.
  • The sampled fires were detected, but the modeled gas signals were too weak. Fire-related increases in CO, propane, benzene, and toluene were only about one-third to one-seventh as large as the increases measured by aircraft.
  • Tripling fire emissions improved primary gases but not every oxygenated VOC. The remaining gaps pointed to missing precursor emissions, incomplete chemistry that forms oxygenated gases downwind, or both.
  • Aircraft and ground observations pointed in the same direction. The model underestimated fire-related CO, and its 14 biomass-burning VOC groups represented only about half of the total measured VOC-to-CO ratio across 161 compounds.

飞机观测显示模式少算了野火释放的CO和VOCs

清单找到了这些大火,却少算了它们释放的气体。

野火烟雾预报往往从卫星观测开始。卫星能告诉我们哪里在燃烧,但排放清单还要估算烧掉了多少植被,以及释放了多少一氧化碳(CO)和挥发性有机物(VOCs)。为了检验这些估算是否可靠,我们结合两次大型飞机观测项目和美国西部地面站的CO记录,看看模式算出的CO和VOCs是否接近实际观测。

四个主要发现

  • VOCs总量相近不代表化学组成相同。 对模式中的14类VOCs,三套清单的总量只相差约30%到40%,单种化合物的估算却最多可相差5倍。
  • 清单找到了采样烟羽对应的火灾,模式算出的气体增量却太低。 CO、丙烷、苯和甲苯的火灾相关增量只有飞机观测增量的约三分之一到七分之一。
  • 把火灾排放提高到3倍后,直接排放的气体更接近观测,多种含氧VOCs仍然偏低。 剩余偏差可能来自缺失的前体物排放、不完整的二次化学过程,或两者共同作用。
  • 飞机和地面观测指向同一结论。 模式低估了火灾相关CO,而且其中14类生物质燃烧VOCs只表示了飞机实测VOC混合物的一部分。

Official abstract

The impact of biomass burning (BB) on the atmospheric burden of volatile organic compounds (VOCs) is highly uncertain. Here we apply the GEOS-Chem chemical transport model (CTM) to constrain BB emissions in the western USA at ∼ 25 km resolution. Across three BB emission inventories widely used in CTMs, the inventory–inventory comparison suggests that the totals of 14 modeled BB VOC emissions in the western USA agree with each other within 30 %–40 %. However, emissions for individual VOCs can differ by a factor of 1–5, driven by the regionally averaged emission ratios (ERs, reflecting both assigned ERs for specific biome and vegetation classifications) across the three inventories. We further evaluate GEOS-Chem simulations with aircraft observations made during WE-CAN (Western Wildfire Experiment for Cloud Chemistry, Aerosol Absorption and Nitrogen) and FIREX-AQ (Fire Influence on Regional to Global Environments and Air Quality) field campaigns. Despite being driven by different global BB inventories or applying various injection height assumptions, the model–observation comparison suggests that GEOS-Chem simulations underpredict observed vertical profiles by a factor of 3–7. The model shows small to no bias for most species in low-/no-smoke conditions. We thus attribute the negative model biases mostly to underestimated BB emissions in these inventories. Tripling BB emissions in the model reproduces observed vertical profiles for primary compounds, i.e., CO, propane, benzene, and toluene. However, it shows no to less significant improvements for oxygenated VOCs, particularly for formaldehyde, formic acid, acetic acid, and lumped ≥ C₃ aldehydes, suggesting the model is missing secondary sources of these compounds in BB-impacted environments. The underestimation of primary BB emissions in inventories is likely attributable to underpredicted amounts of effective dry matter burned, rather than errors in fire detection, injection height, or ERs, as constrained by aircraft and ground measurements. We cannot rule out potential sub-grid uncertainties (i.e., not being able to fully resolve fire plumes) in the nested GEOS-Chem which could explain the negative model bias partially, though back-of-the-envelope calculation and evaluation using longer-term ground measurements help support the argument of the dry matter burned underestimation. The total ERs of the 14 BB VOCs implemented in GEOS-Chem only account for half of the total 161 measured VOCs (∼ 75 versus 150 ppb ppm⁻¹). This reveals a significant amount of missing reactive organic carbon in widely used BB emission inventories. Considering both uncertainties in effective dry matter burned (× 3) and unmodeled VOCs (× 2), we infer that BB contributed to 10 % in 2019 and 45 % in 2018 (240 and 2040 Gg C) of the total VOC primary emission flux in the western USA during these two fire seasons, compared to only 1 %–10 % in the standard GEOS-Chem.

Jin, L., Permar, W., Selimovic, V., Ketcherside, D., Yokelson, R. J., Hornbrook, R. S., Apel, E. C., Ku, I.-T., Collett Jr., J. L., Sullivan, A. P., Jaffe, D. A., Pierce, J. R., Fried, A., Coggon, M. M., Gkatzelis, G. I., Warneke, C., Fischer, E. V., and Hu, L. (2023). Constraining emissions of volatile organic compounds from western US wildfires with WE-CAN and FIREX-AQ airborne observations. Atmospheric Chemistry and Physics, 23, 5969–5991. https://doi.org/10.5194/acp-23-5969-2023