Investigating the impact of secondary ice production on other types of clouds

The gap

Evidence profile

Sourced from the abstract and future-work section and stated research gap of the source papers, classified as general, drawn from work published between 2013 and 2026, spanning 4 journals. Those papers have been cited 97 times in total.

Supporting evidence — 8 representative gaps

• Impact of marine biogeochemistry on the chemical mixing state and cloud forming ability of nascent sea spray aerosol (2013) · Journal of Geophysical Research Atmospheres · cited 97× · doi

  The composition and properties of sea spray aerosol, a major component of the atmosphere, are often controlled by marine biological activity; however, the scope of impacts that ocean chemistry has on the ability for sea spray aerosol to act as cloud condensation nuclei (CCN) is not well understood.

  generalabstractevidence 5/5
  Keywords: spray aerosol composition properties major component atmosphere often controlled marine biological activity scope impacts ocean
• Reaching new heights: Profiling Upper altitudes For Ice Nucleation (PUFIN) on the Atmospheric Radiation Measurement (ARM) tethered balloon systems (2026) · Atmospheric Measurement Techniques · doi

  Future research can use PUFIN to enhance understanding of the vertical distribution and seasonal variability of INPs. The data can be used to improve representation of aerosol–cloud interactions in Earth system models. Further analysis of the data can provide insights into the role of INPs in cloud formation and climate modeling.

  generalfuture-work sectionevidence 5/5
  Keywords: future research use pufin enhance understanding vertical distribution
• Impacts of secondary ice production on the microphysics and dynamics of deep convective clouds in different environments (2026) · Atmospheric chemistry and physics · doi

  To investigate the impact of secondary ice production on other types of clouds. To improve the representation of secondary ice production in cloud models. To investigate the impact of secondary ice production on precipitation and cloud radiative heating in different environments.

  generalfuture-work sectionevidence 5/5
  Keywords: investigate impact secondary ice production other types clouds
• A combined observational and modelling approach to evaluate aerosol–cirrus interactions at high and mid-latitudes (2026) · Atmospheric Chemistry and Physics · doi

  There is a lack of understanding of the complex interactions involved in aerosol-cirrus interactions. There is a need for more research on the role of aerosols in cirrus cloud formation. There is a gap in our knowledge of the drivers of observed differences in cirrus microphysical properties between high and mid-latitudes.

  generalstated research gapevidence 5/5
  Keywords: there lack understanding complex interactions involved aerosol-cirrus need
• A combined observational and modelling approach to evaluate aerosol–cirrus interactions at high and mid-latitudes (2026) · Atmospheric Chemistry and Physics · doi

  Future research should focus on improving our understanding of the complex interactions involved in aerosol-cirrus interactions. Future research should investigate the role of aerosols in cirrus cloud formation in more detail. Future research should aim to develop more accurate aerosol-cirrus interaction parameterizations.

  generalfuture-work sectionevidence 5/5
  Keywords: future research focus improving understanding complex interactions involved
• Supplementary material to "Measurement report: Chemical composition of submicron aerosol and cirrus and contrail ice residuals measured in the UTLS over Germany in winter 2018" (2026) · doi

  Future research can focus on understanding the impact of aerosol and cirrus and contrail ice residuals on the atmosphere. Future research can use the results of this study to improve climate models. Future research can investigate the chemical composition of submicron aerosol and cirrus and contrail ice residuals in other regions.

  generalfuture-work sectionevidence 5/5
  Keywords: future research focus understanding impact aerosol cirrus contrail
• The impact of aerosol-ice nuclei-cloud interactions on a typical spring dust-precipitation event in China (2026) · Atmospheric Chemistry and Physics · doi

  The original temperature-dependent IN nucleation scheme in the Double-Moment 6-Class has limitations. The impact of aerosol-ice nuclei-cloud interactions on precipitation is not well understood. The study aims to fill this gap by improving the Double-Moment 6-Class scheme and examining the effects of the improved scheme.

  generalstated research gapevidence 5/5
  Keywords: original temperature-dependent nucleation scheme double-moment class has limitations
• Impacts of secondary ice production on the microphysics and dynamics of deep convective clouds in different environments (2026) · Atmospheric chemistry and physics · doi

  The impact of secondary ice production on cloud microphysical and diabatic properties is not well understood. The representation of secondary ice production in cloud models is limited. The study aims to address this gap by investigating the impact of secondary ice production on cloud microphysical and diabatic properties in deep convective clouds.

  generalstated research gapevidence 4/5
  Keywords: impact secondary ice production cloud microphysical diabatic properties

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