Immersion Freezing at Topographic Active Sites: Dual-Barrier Prediction of Ice Nucleation Temperatures

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Authors: Ingrid de Almeida Ribeiro, Yuqing Qiu, Esteban D. Gadea, Atanu K. Metya, Valeria Paula Molinero
Cited by: 1
References: 64

Abstract

Atmospheric ice formation controls cloud glaciation, precipitation, and radiative balance, yet the temperatures T het at which aerosols trigger freezing remain poorly predicted from first principles. In particular, the role of surface topography─pits, steps, wedges, and pores─in setting T het has been recognized qualitatively but never quantified. Here, we develop a predictive framework using Classical Nucleation Theory to compute how wedge-like defects control T het across ice-binding strengths and geometries. Confinement splits ice nucleation into two steps, with distinct barriers: nucleation inside the wedge (Δ G in ) and out of the wedge into the surrounding liquid (Δ G out ). We demonstrate that Δ G in depends on the angle of the wedge and the strength of binding of its walls to ice, while Δ G out depends on temperature and opening width, not on the chemistry of the wedge’s inner wall. Mapping Δ G in reveals a volcano-like trend: intermediate-strength nucleants (flat-surface nucleation temperature T flat ≈ 244–260 K) gain the most from wedge defects (up to ∼25 K). We show that weak nucleants are limited by Δ G in and strong ones by Δ G out . The steep temperature dependence of Δ G out renders potent nucleants insensitive to active-site density. Ice nucleation activity of wedges is strongly angle-selective, with only facet-matching wedge angles achieving maximal enhancement. We release ice-WEDGE, an open-source tool that predicts T het, the limiting barrier, and nucleus geometry for arbitrary wedge geometry and ice-binding strength. This study supplies design rules for topographies that promote or suppress freezing, enabling physically grounded interpretation and parametrization of atmospheric ice-nucleating particle spectra.

Fields of Study & Subjects

Atmospheric aerosols and clouds nanoparticles nucleation surface interactions Atmospheric chemistry and aerosols

Publication details

Journal / source
Journal of the American Chemical Society
Publisher
American Chemical Society (ACS)
Volume
148
Issue
3
Pages
3291–3304
Publication date
13 January 2026
Language
EN