Evidence map›Paper›PMID 41370339›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2025

High-resolution lidar observations of sedimentation-induced size sorting of droplets near a laboratory cloud top.

Fan Yang, Yong Meng Sua, Zipei Zheng, Jesse Anderson, Hamed Fahandezh Sadi, Jae Min Yeom, Suryadev Pratap Singh, Pei Hou, Will H Cantrell, Ernie R Lewis and 2 more

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Generating a stratocumulus-like cloud top in a convection-cloud chamber.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  2. High-resolution lidar observations of sedimentation-induced size sorting of droplets near a laboratory cloud top.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
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

12 authors.

Fan YangDepartment of Environmental Science and Technology, Brookhaven National Laboratory, Upton, NY 11973.ORCID 0000-0001-8866-6664
Yong Meng SuaDepartment of Physics, Stevens Institute of Technology, Hoboken, NJ 07030.ORCID 0000-0001-5533-1032
Zipei ZhengDepartment of Physics, Stevens Institute of Technology, Hoboken, NJ 07030.ORCID 0009-0006-7057-6621
Jesse AndersonDepartment of Physics, Michigan Technological University, Houghton, MI 49931.
Hamed Fahandezh SadiDepartment of Physics, Michigan Technological University, Houghton, MI 49931.ORCID 0009-0008-1369-9208
Jae Min YeomDepartment of Physics, Michigan Technological University, Houghton, MI 49931.ORCID 0000-0001-8528-2075
Suryadev Pratap SinghDepartment of Physics, Michigan Technological University, Houghton, MI 49931.ORCID 0000-0002-1084-7390
Pei HouDepartment of Physics, Michigan Technological University, Houghton, MI 49931.ORCID 0000-0002-5543-2375
Will H CantrellDepartment of Physics, Michigan Technological University, Houghton, MI 49931.ORCID 0000-0001-9227-8701
Ernie R LewisDepartment of Environmental Science and Technology, Brookhaven National Laboratory, Upton, NY 11973.ORCID 0000-0002-2023-7406
Alex B KostinskiDepartment of Physics, Michigan Technological University, Houghton, MI 49931.ORCID 0000-0003-1033-615X
Raymond A ShawDepartment of Physics, Michigan Technological University, Houghton, MI 49931.ORCID 0000-0003-0390-2424

Funding

DOE | Office of Science (SC) DE-SC0012704NSF | GEO | Division of Atmospheric and Geospace Sciences (AGS) AGS-2133229NSF | GEO | Division of Atmospheric and Geospace Sciences (AGS) AGS-2217182
6 · The paper itself

Abstract

Cloud optical properties and precipitation, which are crucial to weather and climate, are strongly influenced by cloud microphysical properties that are still poorly understood. Here, we develop a high-resolution time-correlated single-photon-counting lidar and apply it to observe cloud microphysical properties at one-centimeter range resolution in a convection chamber under well-controlled conditions. Together with concurrent in-situ measurements and theoretical analysis, our lidar observations indicate that although turbulent mixing tends to homogenize the cloud in the bulk region, entrainment and sedimentation cause inhomogeneities in droplet concentrations near the cloud top. Specifically, the topmost region is directly affected by entrainment, and lidar profiles show clear evidence of entrained air and detrained cloud filament. The transition region below exhibits vertical size sorting of cloud droplets caused by sedimentation. Our results suggest that using a single sedimentation velocity for all cloud droplets, as is done in many atmospheric models, overlooks key physics relevant to the microphysical structure near the cloud top. Our conceptual model used to describe these measurements can serve as a step toward improving the current modeling of processes in the cloud top region.

Indexed as

cloud chambercloud topdroplet sedimentationentrainmenthigh-resolution lidar

Identifiers

PMID41370339
PMCPMC12718331

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.