High-precision crop recommendation system with stacking ensemble classifiers for optimizing agricultural productivity.
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| Title: | High-precision crop recommendation system with stacking ensemble classifiers for optimizing agricultural productivity. |
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| Authors: | Ahmed RA; Climate Change Information Center and Renewable Energy and Expert System, Agricultural Research Center (ARC), Giza, Egypt. rania_abdelmordy@el-eng.menofia.edu.eg.; Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, 32952, Egypt. rania_abdelmordy@el-eng.menofia.edu.eg., El-Shafai W; Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, 32952, Egypt.; Automated Systems and Computing Lab (ASCL), Department of Computer Science, Prince Sultan University, 11586, Riyadh, Saudi Arabia., Ahmed ZA; Climate Change Information Center and Renewable Energy and Expert System, Agricultural Research Center (ARC), Giza, Egypt., El-Rabaie EM; Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, 32952, Egypt., El-Samie FEA; Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, 32952, Egypt.; Department of Information Technology, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, P.O. Box 84428, 11671, Riyadh, Saudi Arabia. |
| Source: | Scientific reports [Sci Rep] 2025 Dec 09; Vol. 15 (1), pp. 43377. Date of Electronic Publication: 2025 Dec 09. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE; PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 41360827 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: High-precision crop recommendation system with stacking ensemble classifiers for optimizing agricultural productivity. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Ahmed+RA%22">Ahmed RA</searchLink>; Climate Change Information Center and Renewable Energy and Expert System, Agricultural Research Center (ARC), Giza, Egypt. rania&#95;abdelmordy@el-eng.menofia.edu.eg.; Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, 32952, Egypt. rania&#95;abdelmordy@el-eng.menofia.edu.eg.<br /><searchLink fieldCode="AU" term="%22El-Shafai+W%22">El-Shafai W</searchLink>; Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, 32952, Egypt.; Automated Systems and Computing Lab (ASCL), Department of Computer Science, Prince Sultan University, 11586, Riyadh, Saudi Arabia.<br /><searchLink fieldCode="AU" term="%22Ahmed+ZA%22">Ahmed ZA</searchLink>; Climate Change Information Center and Renewable Energy and Expert System, Agricultural Research Center (ARC), Giza, Egypt.<br /><searchLink fieldCode="AU" term="%22El-Rabaie+EM%22">El-Rabaie EM</searchLink>; Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, 32952, Egypt.<br /><searchLink fieldCode="AU" term="%22El-Samie+FEA%22">El-Samie FEA</searchLink>; Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, 32952, Egypt.; Department of Information Technology, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, P.O. Box 84428, 11671, Riyadh, Saudi Arabia. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101563288%22">Scientific reports</searchLink> [Sci Rep] 2025 Dec 09; Vol. 15 (1), pp. 43377. <i>Date of Electronic Publication: </i>2025 Dec 09. – 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="%22Nature+Publishing+Group%22">Nature Publishing Group </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101563288 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2045-2322 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2220452322%22">20452322 </searchLink><i>NLM ISO Abbreviation: </i>Sci Rep <i>Subsets: </i>MEDLINE; PubMed not MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41360827 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1038/s41598-025-09640-5 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 43377 Titles: – TitleFull: High-precision crop recommendation system with stacking ensemble classifiers for optimizing agricultural productivity. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Ahmed RA – PersonEntity: Name: NameFull: El-Shafai W – PersonEntity: Name: NameFull: Ahmed ZA – PersonEntity: Name: NameFull: El-Rabaie EM – PersonEntity: Name: NameFull: El-Samie FEA IsPartOfRelationships: – BibEntity: Dates: – D: 09 M: 12 Text: 2025 Dec 09 Type: published Y: 2025 Identifiers: – Type: issn-electronic Value: 2045-2322 Numbering: – Type: volume Value: 15 – Type: issue Value: 1 Titles: – TitleFull: Scientific reports Type: main |
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