Evidence map›Paper›PMID 42873855›Full record

ArticleScience advances2026

Ice nucleation by kaolinite: Morphology shapes the size dependence of ice nucleation active sites on dust particles.

Yuhang Song, Claudia Marcolli, Jie Chen, Ulrike Lohmann

Abstract read
In one paragraph

Article in Science advances, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Yuhang SongInstitute for Atmospheric and Climate Science, Swiss Federal Institute of Technology (ETH) Zürich, 8092 Zürich, Switzerland.ORCID 0000-0001-8687-7919
Claudia MarcolliInstitute for Atmospheric and Climate Science, Swiss Federal Institute of Technology (ETH) Zürich, 8092 Zürich, Switzerland.ORCID 0000-0002-9125-8722
Jie ChenInstitute for Atmospheric and Climate Science, Swiss Federal Institute of Technology (ETH) Zürich, 8092 Zürich, Switzerland.ORCID 0000-0001-5353-1110
Ulrike LohmannInstitute for Atmospheric and Climate Science, Swiss Federal Institute of Technology (ETH) Zürich, 8092 Zürich, Switzerland.ORCID 0000-0001-8885-3785

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Mineral dusts are the most important type of ice-nucleating particles and play a key role in cloud formation and climate. Their activity is commonly assumed to scale with particle surface area, yet whether this assumption holds across particle sizes remains unverified. Here, we quantify size-dependent ice nucleation activity using compositionally pure, size-segregated kaolinite (KGa-1b). Ice nucleation active site (INAS) densities were determined for size classes from submicron to 48 μm, revealing two distinct ice-nucleation regimes. At low temperatures (∼240 K), INAS density per surface area is independent of particle size. In contrast, at warm temperatures (∼260 K), particles of 6 to 12 μm exhibit the highest INAS densities, up to two orders of magnitude greater than smaller particles and nonsize-selected bulk samples. Linking these results to particle morphology indicates that well-aligned, multilayered platelet edges provide the continuous hydroxylated surfaces required for efficient ice nucleation. Our findings demonstrate that morphology can modulate particle size-dependent ice nucleation, highlighting limitations of simple surface area-based parameterizations.

Identifiers

PMID42873855
PMCPMC13666003

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.