Climatology of Cold-Season Supercooled Liquid Water and Glaciogenic Cloud Seeding Potential in the Western United States, According to a 4-km Resolution Climate Reconstruction.

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Title: Climatology of Cold-Season Supercooled Liquid Water and Glaciogenic Cloud Seeding Potential in the Western United States, According to a 4-km Resolution Climate Reconstruction.
Authors: Adhikari, Pramod1 (AUTHOR), Geerts, Bart1 (AUTHOR) geerts@uwyo.edu, Tessendorf, Sarah2 (AUTHOR), Xue, Lulin2 (AUTHOR), Schneider, Timothy L.2 (AUTHOR)
Source: Journal of Applied Meteorology & Climatology. Sep2025, Vol. 64 Issue 9, p1215-1231. 17p.
Subjects: Supercooled liquids, Rain-making, Climatology, Climate reconstruction (Research), Meteorological precipitation, Weather
Geographic Terms: United States, West (U.S.), Pacific Northwest
Abstract: The cold-season climatology of cloud supercooled liquid water (SLW) in the western United States is examined by means of a 4-km grid resolution, 43-yr dynamical climate reconstruction. This study is motivated mainly by the uncertainty of effectiveness of glaciogenic cloud seeding, intended to increase precipitation. A better understanding of the climatology of the presence and abundance of SLW is key to narrowing this uncertainty. It is found that SLW below −6°C [cold enough for silver iodide (AgI)-based ice nucleation] is most common just upwind of the mountains in the Pacific Northwest and also rather common over the higher and drier mountains inland from there. SLW is often at levels very close to the ground over these mountains. SLW is far less common over the southwestern United States, with a downward trend over the 43-yr record. On the rare occasions that SLW is present over the Southern California mountains, the abundance of SLW tends to be exceptionally high. Much SLW is common just upwind of the near-coastal mountains in general. In these regions, SLW is distributed over a greater depth and is rarely found very close to the ground on account of a higher freezing level, compared to the inland mountains. The correlation of SLW with various environmental parameters is examined. Integrated vapor transport above the freezing level generally is a strong predictor for SLW, while the Froude number (a measure of flow blocking) is a poor predictor. Uncertainty related to model resolution and to the choice of cloud microphysics parameterization is acknowledged. Significance Statement: Cloud liquid water at temperatures below freezing, known as supercooled liquid water (SLW), is a key component in the prediction of surface precipitation. SLW is important also because it can be hazardous to aviation. The presence and amount of SLW are especially important for glaciogenic cloud seeding operations intent on increasing precipitation. Here, a 43-yr, high-resolution historical climate reconstruction is used to examine SLW patterns across the western United States during the cold season, mainly to inform cloud seeding operations. This study finds that SLW is most common over the mountains in the Pacific Northwest and gradually rarer to the south and over mountains further inland. In contrast, the abundance of SLW in winter storms (when SLW is present) tends to be higher over the southern and coastal mountains. [ABSTRACT FROM AUTHOR]
Copyright of Journal of Applied Meteorology & Climatology is the property of American Meteorological Society and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
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  Label: Title
  Group: Ti
  Data: Climatology of Cold-Season Supercooled Liquid Water and Glaciogenic Cloud Seeding Potential in the Western United States, According to a 4-km Resolution Climate Reconstruction.
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  Data: <searchLink fieldCode="AR" term="%22Adhikari%2C+Pramod%22">Adhikari, Pramod</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Geerts%2C+Bart%22">Geerts, Bart</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> geerts@uwyo.edu</i><br /><searchLink fieldCode="AR" term="%22Tessendorf%2C+Sarah%22">Tessendorf, Sarah</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Xue%2C+Lulin%22">Xue, Lulin</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Schneider%2C+Timothy+L%2E%22">Schneider, Timothy L.</searchLink><relatesTo>2</relatesTo> (AUTHOR)
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  Data: <searchLink fieldCode="JN" term="%22Journal+of+Applied+Meteorology+%26+Climatology%22">Journal of Applied Meteorology & Climatology</searchLink>. Sep2025, Vol. 64 Issue 9, p1215-1231. 17p.
– Name: Subject
  Label: Subjects
  Group: Su
  Data: <searchLink fieldCode="DE" term="%22Supercooled+liquids%22">Supercooled liquids</searchLink><br /><searchLink fieldCode="DE" term="%22Rain-making%22">Rain-making</searchLink><br /><searchLink fieldCode="DE" term="%22Climatology%22">Climatology</searchLink><br /><searchLink fieldCode="DE" term="%22Climate+reconstruction+%28Research%29%22">Climate reconstruction (Research)</searchLink><br /><searchLink fieldCode="DE" term="%22Meteorological+precipitation%22">Meteorological precipitation</searchLink><br /><searchLink fieldCode="DE" term="%22Weather%22">Weather</searchLink>
– Name: SubjectGeographic
  Label: Geographic Terms
  Group: Su
  Data: <searchLink fieldCode="DE" term="%22United+States%22">United States</searchLink><br /><searchLink fieldCode="DE" term="%22West+%28U%2ES%2E%29%22">West (U.S.)</searchLink><br /><searchLink fieldCode="DE" term="%22Pacific+Northwest%22">Pacific Northwest</searchLink>
– Name: Abstract
  Label: Abstract
  Group: Ab
  Data: The cold-season climatology of cloud supercooled liquid water (SLW) in the western United States is examined by means of a 4-km grid resolution, 43-yr dynamical climate reconstruction. This study is motivated mainly by the uncertainty of effectiveness of glaciogenic cloud seeding, intended to increase precipitation. A better understanding of the climatology of the presence and abundance of SLW is key to narrowing this uncertainty. It is found that SLW below −6°C [cold enough for silver iodide (AgI)-based ice nucleation] is most common just upwind of the mountains in the Pacific Northwest and also rather common over the higher and drier mountains inland from there. SLW is often at levels very close to the ground over these mountains. SLW is far less common over the southwestern United States, with a downward trend over the 43-yr record. On the rare occasions that SLW is present over the Southern California mountains, the abundance of SLW tends to be exceptionally high. Much SLW is common just upwind of the near-coastal mountains in general. In these regions, SLW is distributed over a greater depth and is rarely found very close to the ground on account of a higher freezing level, compared to the inland mountains. The correlation of SLW with various environmental parameters is examined. Integrated vapor transport above the freezing level generally is a strong predictor for SLW, while the Froude number (a measure of flow blocking) is a poor predictor. Uncertainty related to model resolution and to the choice of cloud microphysics parameterization is acknowledged. Significance Statement: Cloud liquid water at temperatures below freezing, known as supercooled liquid water (SLW), is a key component in the prediction of surface precipitation. SLW is important also because it can be hazardous to aviation. The presence and amount of SLW are especially important for glaciogenic cloud seeding operations intent on increasing precipitation. Here, a 43-yr, high-resolution historical climate reconstruction is used to examine SLW patterns across the western United States during the cold season, mainly to inform cloud seeding operations. This study finds that SLW is most common over the mountains in the Pacific Northwest and gradually rarer to the south and over mountains further inland. In contrast, the abundance of SLW in winter storms (when SLW is present) tends to be higher over the southern and coastal mountains. [ABSTRACT FROM AUTHOR]
– Name: AbstractSuppliedCopyright
  Label:
  Group: Ab
  Data: <i>Copyright of Journal of Applied Meteorology & Climatology is the property of American Meteorological Society and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.)
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RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1175/JAMC-D-24-0246.1
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 17
        StartPage: 1215
    Subjects:
      – SubjectFull: Supercooled liquids
        Type: general
      – SubjectFull: Rain-making
        Type: general
      – SubjectFull: Climatology
        Type: general
      – SubjectFull: Climate reconstruction (Research)
        Type: general
      – SubjectFull: Meteorological precipitation
        Type: general
      – SubjectFull: Weather
        Type: general
      – SubjectFull: United States
        Type: general
      – SubjectFull: West (U.S.)
        Type: general
      – SubjectFull: Pacific Northwest
        Type: general
    Titles:
      – TitleFull: Climatology of Cold-Season Supercooled Liquid Water and Glaciogenic Cloud Seeding Potential in the Western United States, According to a 4-km Resolution Climate Reconstruction.
        Type: main
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            NameFull: Adhikari, Pramod
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            NameFull: Geerts, Bart
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            NameFull: Tessendorf, Sarah
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            NameFull: Xue, Lulin
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            NameFull: Schneider, Timothy L.
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            – D: 01
              M: 09
              Text: Sep2025
              Type: published
              Y: 2025
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              Value: 64
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