Non-destructive yield estimation of onion and garlic using UAV-based hyperspectral imaging and hybrid machine learning models.
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| Title: | Non-destructive yield estimation of onion and garlic using UAV-based hyperspectral imaging and hybrid machine learning models. |
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| Authors: | Su Y; Postgraduate Training Base Alliance of Wenzhou Medical University (Zhejiang Cancer Hospital), Hangzhou, Zhejiang, 310022, China., Long J; Forestry Techonology Extension Service Center, Aksu Prefecture, Xinjiang, 843000, China., Chen J; Agricultural Techonology Extension Service Center, Aksu Prefecture, Xinjiang, 843000, China., Zhou R; School of Mental Health, Wenzhou Medical University, Wenzhou, 325035, China., Liu Z; School of Mental Health, Wenzhou Medical University, Wenzhou, 325035, China. elena00@jnu.ac.kr., Deng H; School of Economics and Management, Xinjiang Institute of Technology, Akesu, 842008, China. 63709341@qq.com., Yuan Y; School of Mental Health, Wenzhou Medical University, Wenzhou, 325035, China. yuanye017@126.com.; School of Economics and Management, Xinjiang Institute of Technology, Akesu, 842008, China. yuanye017@126.com. |
| Source: | BMC plant biology [BMC Plant Biol] 2026 Jun 20; Vol. 26 (1). Date of Electronic Publication: 2026 Jun 20. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: BioMed Central Country of Publication: England NLM ID: 100967807 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2229 (Electronic) Linking ISSN: 14712229 NLM ISO Abbreviation: BMC Plant Biol Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 42321610 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Non-destructive yield estimation of onion and garlic using UAV-based hyperspectral imaging and hybrid machine learning models. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Su+Y%22">Su Y</searchLink>; Postgraduate Training Base Alliance of Wenzhou Medical University (Zhejiang Cancer Hospital), Hangzhou, Zhejiang, 310022, China.<br /><searchLink fieldCode="AU" term="%22Long+J%22">Long J</searchLink>; Forestry Techonology Extension Service Center, Aksu Prefecture, Xinjiang, 843000, China.<br /><searchLink fieldCode="AU" term="%22Chen+J%22">Chen J</searchLink>; Agricultural Techonology Extension Service Center, Aksu Prefecture, Xinjiang, 843000, China.<br /><searchLink fieldCode="AU" term="%22Zhou+R%22">Zhou R</searchLink>; School of Mental Health, Wenzhou Medical University, Wenzhou, 325035, China.<br /><searchLink fieldCode="AU" term="%22Liu+Z%22">Liu Z</searchLink>; School of Mental Health, Wenzhou Medical University, Wenzhou, 325035, China. elena00@jnu.ac.kr.<br /><searchLink fieldCode="AU" term="%22Deng+H%22">Deng H</searchLink>; School of Economics and Management, Xinjiang Institute of Technology, Akesu, 842008, China. 63709341@qq.com.<br /><searchLink fieldCode="AU" term="%22Yuan+Y%22">Yuan Y</searchLink>; School of Mental Health, Wenzhou Medical University, Wenzhou, 325035, China. yuanye017@126.com.; School of Economics and Management, Xinjiang Institute of Technology, Akesu, 842008, China. yuanye017@126.com. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22100967807%22">BMC plant biology</searchLink> [BMC Plant Biol] 2026 Jun 20; Vol. 26 (1). <i>Date of Electronic Publication: </i>2026 Jun 20. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22BioMed+Central%22">BioMed Central </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>100967807 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1471-2229 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2214712229%22">14712229 </searchLink><i>NLM ISO Abbreviation: </i>BMC Plant Biol <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=42321610 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1186/s12870-026-09289-w Languages: – Code: eng Text: English Titles: – TitleFull: Non-destructive yield estimation of onion and garlic using UAV-based hyperspectral imaging and hybrid machine learning models. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Su Y – PersonEntity: Name: NameFull: Long J – PersonEntity: Name: NameFull: Chen J – PersonEntity: Name: NameFull: Zhou R – PersonEntity: Name: NameFull: Liu Z – PersonEntity: Name: NameFull: Deng H – PersonEntity: Name: NameFull: Yuan Y IsPartOfRelationships: – BibEntity: Dates: – D: 20 M: 06 Text: 2026 Jun 20 Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 1471-2229 Numbering: – Type: volume Value: 26 – Type: issue Value: 1 Titles: – TitleFull: BMC plant biology Type: main |
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