the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Ice Nucleating Particle Concentrations over the Eurasian-Arctic seas
Abstract. Ice nucleating particles (INPs) catalyze primary ice formation in Arctic low-level mixed-phase clouds, influencing their persistence and radiative properties. Knowledge of the abundance, sources, and nature of INPs over the remote Arctic Ocean is scarce, particularly in the Eurasian Arctic. In this work, we present summertime measurements of INP concentrations (NINP) in immersion mode from the ship-based Arctic Century Expedition exploring the Barents, Kara, and Laptev Seas and the adjacent high Arctic islands and archipelagos during August to September 2021. Atmospheric NINP were found to be lower than in continental high-latitude sites, particularly at temperatures below -15 °C, suggesting a lower abundance of mineral dust INPs. The geographical NINP variability in the Eurasian Arctic shows that the highest NINP are observed when the ship was in the ice-free ocean, marginal ice zones (MIZ), and in the vicinity of land. Very low NINP were measured within the ice pack. The peak NINP was observed north of Novaya Zemlya where backward trajectories indicate air parcels arriving from the western Siberian coast. Overall, we find that INP sources are local to regional, with little evidence for long-range transport to the investigated area of the Eurasian Arctic in summer months.
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Status: final response (author comments only)
- RC1: 'Comment on egusphere-2025-2798', Anonymous Referee #1, 30 Jun 2025
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RC2: 'Comment on egusphere-2025-2798', Anonymous Referee #2, 15 Jul 2025
The comment was uploaded in the form of a supplement: https://egusphere.copernicus.org/preprints/2025/egusphere-2025-2798/egusphere-2025-2798-RC2-supplement.pdf
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RC3: 'Comment on egusphere-2025-2798', Anonymous Referee #3, 22 Jul 2025
Li et al. present valuable findings on INP measurements in the Eurasian sector of the Arctic Ocean during late summer 2021. These are paired with colocated aerosol size and composition data, supported by reanalysis and air mass trajectory analysis from shipborne observations. The inclusion of measurements from this sector is particularly notable, given the region's proximity to Russia and the general scarcity of INP and aerosol data from this area. This region is especially important as it serves as a key site for sea ice formation after the sea ice minimum in September. The case study highlighted in the paper is especially intriguing, with a well-supported connection between air mass history, wind speed, and aerosol composition suggesting potential fluvial-marine sources. I believe this manuscript merits publication following consideration of the comments outlined below.
General comment:
My primary concern with the analysis is the lack of discussion regarding the removal of ship exhaust contamination from the online aerosol and HINC measurements. Ship stack emissions are a well-known source of interference in aerosol datasets and must be carefully filtered out, even when the vessel is in motion, since recirculated air can still impact measurements taken fore of the stacks. While previous studies have shown that ship emissions do not significantly affect offline, immersion-mode INP concentrations, the same cannot be assumed for online measurements. I strongly recommend that the authors apply an established method, such as the one developed by Beck et al. (2022), to identify and exclude periods potentially influenced by ship exhaust. Implementing such quality control steps may also improve correlations with the offline INP data.
Specific comments:
Line 16: “...which is a decrease in cloud albedo upon glaciation…” While this precise statement is true, generally a decrease in cloud cover would lead to less surface warming on average, since MPCs contribute to surface warming most of the year except for a short period in the middle of summer (Intrieri et al., 2002). Thus, while cloud albedo decreases due to glaciation, cloud thinning reduces the stronger downwelling longwave effects from MPCs. May want to consider reframing this statement in light of the first sentence of the paragraph.
Line 43: The authors could consider citing Creamean et al. (2022) and Wex et al. (2019) to support the statement regarding the seasonal cycle, particularly for elevated INP concentrations during summer months.
Line 47: The authors could replace Hall (2004) with more updated citations on Arctic amplification, such as Yoshimori et al. (2025) and/or Rantanen et al. (2022).
Line 48: Define MBA as marine biogenic aerosol.
Figure 1: The ship track is incomplete, as it does not extend to Murmansk at the end. Additionally, it would be helpful to indicate the location of the ship’s exhaust stack in panel b, as this is relevant for evaluating potential contamination in the aerosol measurements.
Line 86: Out of curiosity, why are samples stored in the fridge overnight prior to analysis?
Line 178: It is intriguing that the authors note their results are comparable to those of Hartmann et al. (2021), despite the fact that Hartmann's measurements were taken in early summer (during the onset of sea ice melt and primary productivity) whereas the present study occurs in late summer, following the peak in productivity and during the period of the annual sea ice minimum. It would be interesting for the authors to elaborate on why they consider these datasets comparable, given the seasonal and biogeochemical differences between the two time periods.
Figure 2: Why are the Welti, Bigg, and Creamean datasets only presented at –15 °C? Additionally, what datasets do the bright purple and orange boxes at –15 °C represent? The visibility of the Welti, and Bigg and Leck data could be improved for clarity. The authors may also consider incorporating more recent INP data from the MOSAiC expedition (Barry et al., 2025), which includes observations in a similar region west of Svalbard, as well as data from Irish et al. (2014), which, although from the Canadian Archipelago, could provide a useful spatial comparison for July and August. Note that Barry et al. (2025) is currently available as a preprint: https://egusphere.copernicus.org/preprints/2025/egusphere-2025-128/.
Line 232: Why did the authors choose 2-day back trajectories rather than longer ones that might capture long-range transport? Also, was the boundary layer height obtained from ERA5?
Lines 241-243: These statements are supported by Nieto-Caballero et al. (2025) and Weiber et al. (2025). The authors could consider including these citations.
Line 272: The authors may wish to highlight that, despite the substantial presence of melt ponds covering up to 20–30% of the sea ice surface (Webster et al., 2015), the peak of primary productivity has already passed (e.g., Ardyna et al., 2020). Consequently, local biological sources of warm-temperature INPs are likely to be minimal during this period.
References:
Ardyna, M. and Arrigo, K. R.: Phytoplankton dynamics in a changing Arctic Ocean, Nat. Clim. Chang., 10, 892–903, https://doi.org/10.1038/s41558-020-0905-y, 2020.
Beck, I., Angot, H., Baccarini, A., Dada, L., Quéléver, L., Jokinen, T., Laurila, T., Lampimäki, M., Bukowiecki, N., Boyer, M., Gong, X., Gysel-Beer, M., Petäjä, T., Wang, J., and Schmale, J.: Automated identification of local contamination in remote atmospheric composition time series, Atmospheric Measurement Techniques, 15, 4195–4224, https://doi.org/10.5194/amt-15-4195-2022, 2022.
Creamean, J. M., Barry, K., Hill, T. C. J., Hume, C., DeMott, P. J., Shupe, M. D., Dahlke, S., Willmes, S., Schmale, J., Beck, I., Hoppe, C. J. M., Fong, A., Chamberlain, E., Bowman, J., Scharien, R., and Persson, O.: Annual cycle observations of aerosols capable of ice formation in central Arctic clouds, Nat Commun, 13, 3537, https://doi.org/10.1038/s41467-022-31182-x, 2022.
Intrieri, J. M., Fairall, C. W., Shupe, M. D., Persson, P. O. G., Andreas, E. L., Guest, P. S., and Moritz, R. E.: An annual cycle of Arctic surface cloud forcing at SHEBA, Journal of Geophysical Research: Oceans, 107, SHE 13-1-SHE 13-14, https://doi.org/10.1029/2000JC000439, 2002.
Irish, V. E., Hanna, S. J., Willis, M. D., China, S., Thomas, J. L., Wentzell, J. J. B., Cirisan, A., Si, M., Leaitch, W. R., Murphy, J. G., Abbatt, J. P. D., Laskin, A., Girard, E., and Bertram, A. K.: Ice nucleating particles in the marine boundary layer in the Canadian Arctic during summer 2014, Atmospheric Chemistry and Physics, 19, 1027–1039, https://doi.org/10.5194/acp-19-1027-2019, 2019.
Nieto-Caballero, M., Barry, K. R., Hill, T. C. J., Douglas, T. A., DeMott, P. J., Kreidenweis, S. M., and Creamean, J. M.: Airborne Bacteria over Thawing Permafrost Landscapes in the Arctic, Environ. Sci. Technol., https://doi.org/10.1021/acs.est.4c11774, 2025.
Rantanen, M., Karpechko, A. Y., Lipponen, A., Nordling, K., Hyvärinen, O., Ruosteenoja, K., Vihma, T., and Laaksonen, A.: The Arctic has warmed nearly four times faster than the globe since 1979, Commun Earth Environ, 3, 1–10, https://doi.org/10.1038/s43247-022-00498-3, 2022.
Webster, M. A., Rigor, I. G., Perovich, D. K., Richter-Menge, J. A., Polashenski, C. M., and Light, B.: Seasonal evolution of melt ponds on Arctic sea ice, Journal of Geophysical Research: Oceans, 120, 5968–5982, https://doi.org/10.1002/2015JC011030, 2015.
Wex, H., Huang, L., Zhang, W., Hung, H., Traversi, R., Becagli, S., Sheesley, R. J., Moffett, C. E., Barrett, T. E., Bossi, R., Skov, H., Hünerbein, A., Lubitz, J., Löffler, M., Linke, O., Hartmann, M., Herenz, P., and Stratmann, F.: Annual variability of ice-nucleating particle concentrations at different Arctic locations, Atmos. Chem. Phys., 19, 5293–5311, https://doi.org/10.5194/acp-19-5293-2019, 2019.
Wieber, C., Jensen, L. Z., Vergeynst, L., Meire, L., Juul-Pedersen, T., Finster, K., and Šantl-Temkiv, T.: Terrestrial runoff is an important source of biological ice-nucleating particles in Arctic marine systems, Atmospheric Chemistry and Physics, 25, 3327–3346, https://doi.org/10.5194/acp-25-3327-2025, 2025.
Yoshimori, M., Kawasaki, T., Abe-Ouchi, A., and Hasumi, H.: Arctic Amplification in the Past, Present, and Future: A Review for the Challenge to the Integrative Understanding of its Mechanism, Journal of the Meteorological Society of Japan, 103, 523–558, https://doi.org/10.2151/jmsj.2025-027, 2025.
Citation: https://doi.org/10.5194/egusphere-2025-2798-RC3
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This study presents a comprehensive dataset of ice-nucleating particle (INP) concentrations measured during the Arctic Century Expedition (August–September 2021) across the Barents, Kara, and Laptev Seas. The authors combine online (HINC) and offline (DRINCZ) immersion freezing measurements with aerosol chemical and physical analyses to examine INP abundance, sources, and variability in the Eurasian Arctic. The work expands observational coverage in a remote and data-scarce region and provides insights into the local versus long-range sources of Arctic INPs.
The manuscript is well structured and clearly written, with a logical flow from methods to results and interpretation. The inclusion of a focused case study contrasting low and high INP periods adds significant value by integrating aerosol measurements, chemical tracers, meteorology, and air mass origin to support the broader conclusions. This is a well-executed and much-needed observational study in a remote and understudied Arctic region. I recommend publication after minor revisions to address the points below.
Minor comments: