An ensemble machine-learning first-guess approach for physics-based retrieval of ice particle size distributions from multi-frequency radar, validated with CCREST-M aircraft observations.
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| Title: | An ensemble machine-learning first-guess approach for physics-based retrieval of ice particle size distributions from multi-frequency radar, validated with CCREST-M aircraft observations. |
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| Authors: | Baran, Anthony J.1,2 (AUTHOR) anthony.baran@metoffice.gov.uk, Fox, Stuart2 (AUTHOR), Cotton, Richard2 (AUTHOR), Delanoë, Julien3 (AUTHOR), Walden, Christopher J.4,5 (AUTHOR), McCusker, Karina6 (AUTHOR), Westbrook, Christopher D.6 (AUTHOR), Huggard, Peter G.5 (AUTHOR) |
| Source: | Atmospheric Measurement Techniques. 2026, Vol. 19 Issue 12, p4367-4392. 26p. |
| Database: | Academic Search Ultimate |
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| FullText | Links: – Type: pdflink Text: Availability: 1 |
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| Header | DbId: asn DbLabel: Academic Search Ultimate An: 195125917 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: An ensemble machine-learning first-guess approach for physics-based retrieval of ice particle size distributions from multi-frequency radar, validated with CCREST-M aircraft observations. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Baran%2C+Anthony J%2E%22">Baran, Anthony J.</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<i> anthony.baran@metoffice.gov.uk</i><br /><searchLink fieldCode="AR" term="%22Fox%2C+Stuart%22">Fox, Stuart</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Cotton%2C+Richard%22">Cotton, Richard</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Delanoë%2C+Julien%22">Delanoë, Julien</searchLink><relatesTo>3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Walden%2C+Christopher J%2E%22">Walden, Christopher J.</searchLink><relatesTo>4,5</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22McCusker%2C+Karina%22">McCusker, Karina</searchLink><relatesTo>6</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Westbrook%2C+Christopher D%2E%22">Westbrook, Christopher D.</searchLink><relatesTo>6</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Huggard%2C+Peter G%2E%22">Huggard, Peter G.</searchLink><relatesTo>5</relatesTo> (AUTHOR) – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22Atmospheric+Measurement+Techniques%22">Atmospheric Measurement Techniques</searchLink>. 2026, Vol. 19 Issue 12, p4367-4392. 26p. |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=195125917 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.5194/amt-19-4367-2026 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 26 StartPage: 4367 Titles: – TitleFull: An ensemble machine-learning first-guess approach for physics-based retrieval of ice particle size distributions from multi-frequency radar, validated with CCREST-M aircraft observations. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Baran, Anthony J. – PersonEntity: Name: NameFull: Fox, Stuart – PersonEntity: Name: NameFull: Cotton, Richard – PersonEntity: Name: NameFull: Delanoë, Julien – PersonEntity: Name: NameFull: Walden, Christopher J. – PersonEntity: Name: NameFull: McCusker, Karina – PersonEntity: Name: NameFull: Westbrook, Christopher D. – PersonEntity: Name: NameFull: Huggard, Peter G. IsPartOfRelationships: – BibEntity: Dates: – D: 15 M: 06 Text: 2026 Type: published Y: 2026 Identifiers: – Type: issn-print Value: 18671381 Numbering: – Type: volume Value: 19 – Type: issue Value: 12 Titles: – TitleFull: Atmospheric Measurement Techniques Type: main |
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