Agromorphological diversity of sorghum accessions collected in North-West Benin | Research Square window.SnipcartSettings = { analytics: { enabled: false } }; (function() { var accessVector = localStorage.getItem('access_vector') || ''; window.dataLayer = window.dataLayer || []; if (accessVector) { window.dataLayer.push({ user: { profile: { profileInfo: { snid: accessVector } } } }); } })(); (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src='https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);})(window,document,'script','dataLayer','GTM-K279D39R'); Browse Preprints In Review Journals COVID-19 Preprints AJE Video Bytes Research Tools Research Promotion AJE Professional Editing AJE Rubriq About Preprint Platform In Review Editorial Policies Our Team Advisory Board Help Center Sign In Submit a Preprint Cite Share Download PDF Research Article Agromorphological diversity of sorghum accessions collected in North-West Benin Hafiz A. SALAMI, Marius Guedou, Guirguissou Mamoudou Alidou, Donatien Ahissou, and 5 more This is a preprint; it has not been peer reviewed by a journal. https://doi.org/ 10.21203/rs.3.rs-8819730/v1 This work is licensed under a CC BY 4.0 License Status: Under Review Version 1 posted 8 You are reading this latest preprint version Abstract Sorghum is one of the minor cereals, rich in genetic diversity and important nutritional values. Unfortunately, this crop lacks a formal seed production system due to insufficient knowledge of available cultivars in Benin. The aim of this study is to characterise the local sorghum cultivars from the collection of the National Institute of Agricultural Research of Benin (INRAB). To this end, the Research Development (Side R-D) site in Kouya (Boukoumbé) hosted the trials in 2023 and 2024, following a complete randomised block experimental design, with three repetitions, totalling 120 plots (40 per block). The size of each plot was 16 m² (4 m × 4 m). The parameters evaluated were selected from the Test Guideline of the International Union for the Protection of New Varieties of Plants and consisted of eleven variables, including six quantitative variables and five pseudo-qualitative variables: period of the appearance of the panicle; awn length; plant height; panicle length; 1000-grain weight, average yield, density at maturity of the panicle, endosperm type, position of the widest part, glume colour at maturity, and seed colour. The data were subsequently analysed using R software. Hierarchical ascending classification grouped the accessions into five distinct groups. A classification of the best accessions based on a global score identified the ten most performing varieties, in descending order: S_19077, S_19095, S_19093, S_19096, S_19048, S_19044, S_19035, S_19081, S_19078, and S_19032. Based on these results, the most successful sorghum cultivars will be selected and will be used in a genetic improvement programme for this cereal. cultivars agronomic performance Sorghum bicolor genetic improvement Benin Full Text Additional Declarations No competing interests reported. Cite Share Download PDF Status: Under Review Version 1 posted Editorial decision: Revision requested 17 Mar, 2026 Reviews received at journal 28 Feb, 2026 Reviewers agreed at journal 18 Feb, 2026 Reviewers agreed at journal 18 Feb, 2026 Reviewers invited by journal 17 Feb, 2026 Editor assigned by journal 11 Feb, 2026 Submission checks completed at journal 11 Feb, 2026 First submitted to journal 08 Feb, 2026 You are reading this latest preprint version Research Square lets you share your work early, gain feedback from the community, and start making changes to your manuscript prior to peer review in a journal. As a division of Research Square Company, we’re committed to making research communication faster, fairer, and more useful. We do this by developing innovative software and high quality services for the global research community. Our growing team is made up of researchers and industry professionals working together to solve the most critical problems facing scientific publishing. Also discoverable on Platform About Our Team In Review Editorial Policies Advisory Board Help Center Resources Author Services Accessibility API Access RSS feed Manage Cookie Preferences © Research Square 2026 | ISSN 2693-5015 (online) Privacy Policy Terms of Service Do Not Sell My Personal Information {"props":{"pageProps":{"initialData":{"identity":"rs-8819730","acceptedTermsAndConditions":true,"allowDirectSubmit":false,"archivedVersions":[],"articleType":"Research Article","associatedPublications":[],"authors":[{"id":594231959,"identity":"6d1cdd96-ce13-470c-8e99-a3a517d7cde9","order_by":0,"name":"Hafiz A. SALAMI","email":"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAZAAAAAyAQMAAABI0h/eAAAABlBMVEX///8AAABVwtN+AAAACXBIWXMAAA7EAAAOxAGVKw4bAAAA+UlEQVRIie3PvWrDMBDA8RMHzqKma0NC8go2GUqgH69S46FLSx+gQ20MyuJkDOnUt8h8xkPHrIFbEvIC9maKhkrp1KF2ugWi/3DScD+QAFyuE8wHsSVzDgBETKW5eZ1Wgr4l0pBkt7QEjyDwQwDHdkIbue4UIq/1nbxcFKp/87UadRFEWT39TSZZBNRTkbziUPWf5xwoBOy9rxoeRi9EQYwSDiRjYYiHF01kvQd60G9yZMkk4/t2sjEPI6+QPofpGGoD28ke8kR9yoDDZDeLOVIo0ua/rCOsav06HPLjlmrNtx/TNC+rBvI7oQ4zPnbfpv+z7HK5XOfSN2fzVUD8Mfp/AAAAAElFTkSuQmCC","orcid":"","institution":"National Institute of Agricultural Research of Benin","correspondingAuthor":true,"prefix":"","firstName":"Hafiz","middleName":"A.","lastName":"SALAMI","suffix":""},{"id":594231962,"identity":"bbc641f5-60e0-430f-9a06-7fe41a012acb","order_by":1,"name":"Marius Guedou","email":"","orcid":"","institution":"North-West Agricultural Research Centre (CRA-NO), National Institute of Agricultural Research of Benin","correspondingAuthor":false,"prefix":"","firstName":"Marius","middleName":"","lastName":"Guedou","suffix":""},{"id":594231963,"identity":"931f657a-750d-493d-ae9a-eaf911f44624","order_by":2,"name":"Guirguissou Mamoudou Alidou","email":"","orcid":"","institution":"North-East Agricultural Research Centre (CRA-NE), National Institute of Agricultural Research of Benin","correspondingAuthor":false,"prefix":"","firstName":"Guirguissou","middleName":"Mamoudou","lastName":"Alidou","suffix":""},{"id":594231964,"identity":"537752c7-9230-4ccb-be39-11a3730226b8","order_by":3,"name":"Donatien Ahissou","email":"","orcid":"","institution":"North-West Agricultural Research Centre (CRA-NO), National Institute of Agricultural Research of Benin","correspondingAuthor":false,"prefix":"","firstName":"Donatien","middleName":"","lastName":"Ahissou","suffix":""},{"id":594231965,"identity":"42969195-bd45-4721-bdc0-b6aa91726ee6","order_by":4,"name":"Yannick S. C. Gogan","email":"","orcid":"","institution":"Université d'Abomey-Calavi","correspondingAuthor":false,"prefix":"","firstName":"Yannick","middleName":"S. C.","lastName":"Gogan","suffix":""},{"id":594231966,"identity":"f0a14df0-574d-4162-981e-751f68d32aa0","order_by":5,"name":"Pascal Koi","email":"","orcid":"","institution":"National Institute of Agricultural Research of Benin","correspondingAuthor":false,"prefix":"","firstName":"Pascal","middleName":"","lastName":"Koi","suffix":""},{"id":594231967,"identity":"df6149ce-8d86-4694-9d30-0b5e853c034a","order_by":6,"name":"Barnabé Kindohoun","email":"","orcid":"","institution":"Vegetable Crops Research Programme (VCRP), National Institute of Agricultural Research of Benin","correspondingAuthor":false,"prefix":"","firstName":"Barnabé","middleName":"","lastName":"Kindohoun","suffix":""},{"id":594231968,"identity":"bedc29ed-85be-4530-8257-67a2e53aa234","order_by":7,"name":"Maurice Hodonou","email":"","orcid":"","institution":"North-West Agricultural Research Centre (CRA-NO), National Institute of Agricultural Research of Benin","correspondingAuthor":false,"prefix":"","firstName":"Maurice","middleName":"","lastName":"Hodonou","suffix":""},{"id":594231969,"identity":"42078d68-9378-44ee-8a18-d14ce9f593d6","order_by":8,"name":"Haziz SINA","email":"","orcid":"","institution":"Université d'Abomey-Calavi","correspondingAuthor":false,"prefix":"","firstName":"Haziz","middleName":"","lastName":"SINA","suffix":""}],"badges":[],"createdAt":"2026-02-08 07:23:29","currentVersionCode":1,"declarations":"","doi":"10.21203/rs.3.rs-8819730/v1","doiUrl":"https://doi.org/10.21203/rs.3.rs-8819730/v1","draftVersion":[],"editorialEvents":[],"editorialNote":"","failedWorkflow":false,"files":[{"id":103258573,"identity":"b796f55c-7613-4a55-9155-b9c7abd02702","added_by":"auto","created_at":"2026-02-23 17:27:16","extension":"pdf","order_by":1,"title":"","display":"","copyAsset":false,"role":"manuscript-pdf","size":1158654,"visible":true,"origin":"","legend":"","description":"","filename":"ManuscriptSorghumSalamietalIndianJGeneticsPlantBreeding.pdf","url":"https://assets-eu.researchsquare.com/files/rs-8819730/v1_covered_4963a0d4-9851-48cf-9f24-893b9380f2d0.pdf"}],"financialInterests":"No competing interests reported.","formattedTitle":"Agromorphological diversity of sorghum accessions collected in North-West Benin","fulltext":[],"fulltextSource":"","fullText":"","funders":[],"hasAdminPriorityOnWorkflow":false,"hasManuscriptDocX":false,"hasOptedInToPreprint":true,"hasPassedJournalQc":"","hasAnyPriority":false,"hideJournal":false,"highlight":"","institution":"","isAcceptedByJournal":true,"isAuthorSuppliedPdf":true,"isDeskRejected":"","isHiddenFromSearch":false,"isInQc":false,"isInWorkflow":false,"isPdf":true,"isPdfUpToDate":true,"isWithdrawnOrRetracted":false,"journal":{"display":true,"email":"
[email protected]","identity":"indian-journal-of-genetics-and-plant-breeding","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":false,"externalIdentity":"","sideBox":"Learn more about [Indian Journal of Genetics and Plant Breeding](https://link.springer.com/journal/44489)","snPcode":"44489","submissionUrl":"https://submission.springernature.com/new-submission/44489/3","title":"Indian Journal of Genetics and Plant Breeding","twitterHandle":"","acdcEnabled":true,"dfaEnabled":true,"editorialSystem":"stoa","reportingPortfolio":"Springer Hybrid","inReviewEnabled":true,"inReviewRevisionsEnabled":false},"keywords":"cultivars, agronomic performance, Sorghum bicolor, genetic improvement, Benin","lastPublishedDoi":"10.21203/rs.3.rs-8819730/v1","lastPublishedDoiUrl":"https://doi.org/10.21203/rs.3.rs-8819730/v1","license":{"name":"CC BY 4.0","url":"https://creativecommons.org/licenses/by/4.0/"},"manuscriptAbstract":"\u003cp\u003eSorghum is one of the minor cereals, rich in genetic diversity and important nutritional values. Unfortunately, this crop lacks a formal seed production system due to insufficient knowledge of available cultivars in Benin. The aim of this study is to characterise the local sorghum cultivars from the collection of the National Institute of Agricultural Research of Benin (INRAB). To this end, the Research Development (Side R-D) site in Kouya (Boukoumb\u0026eacute;) hosted the trials in 2023 and 2024, following a complete randomised block experimental design, with three repetitions, totalling 120 plots (40 per block). The size of each plot was 16 m\u0026sup2; (4 m \u0026times; 4 m). The parameters evaluated were selected from the Test Guideline of the International Union for the Protection of New Varieties of Plants and consisted of eleven variables, including six quantitative variables and five pseudo-qualitative variables: period of the appearance of the panicle; awn length; plant height; panicle length; 1000-grain weight, average yield, density at maturity of the panicle, endosperm type, position of the widest part, glume colour at maturity, and seed colour. The data were subsequently analysed using R software. Hierarchical ascending classification grouped the accessions into five distinct groups. A classification of the best accessions based on a global score identified the ten most performing varieties, in descending order: S_19077, S_19095, S_19093, S_19096, S_19048, S_19044, S_19035, S_19081, S_19078, and S_19032. Based on these results, the most successful sorghum cultivars will be selected and will be used in a genetic improvement programme for this cereal.\u003c/p\u003e","manuscriptTitle":"Agromorphological diversity of sorghum accessions collected in North-West Benin","msid":"","msnumber":"","nonDraftVersions":[{"code":1,"date":"2026-02-23 17:27:04","doi":"10.21203/rs.3.rs-8819730/v1","editorialEvents":[{"type":"communityComments","content":0},{"type":"decision","content":"Revision requested","date":"2026-03-17T05:20:45+00:00","index":"","fulltext":""},{"type":"editorInvitedReview","content":"","date":"2026-02-28T07:40:39+00:00","index":"hide","fulltext":""},{"type":"reviewerAgreed","content":"104645032669217594840624453126252104492","date":"2026-02-18T10:49:47+00:00","index":"hide","fulltext":""},{"type":"reviewerAgreed","content":"269539534719125382057827600802096043363","date":"2026-02-18T09:27:32+00:00","index":"hide","fulltext":""},{"type":"reviewersInvited","content":"","date":"2026-02-17T12:36:56+00:00","index":"","fulltext":""},{"type":"editorAssigned","content":"","date":"2026-02-11T12:28:29+00:00","index":"","fulltext":""},{"type":"checksComplete","content":"","date":"2026-02-11T12:28:02+00:00","index":"","fulltext":""},{"type":"submitted","content":"Indian Journal of Genetics and Plant Breeding","date":"2026-02-08T07:14:35+00:00","index":"","fulltext":""}],"status":"published","journal":{"display":true,"email":"
[email protected]","identity":"indian-journal-of-genetics-and-plant-breeding","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":false,"externalIdentity":"","sideBox":"Learn more about [Indian Journal of Genetics and Plant Breeding](https://link.springer.com/journal/44489)","snPcode":"44489","submissionUrl":"https://submission.springernature.com/new-submission/44489/3","title":"Indian Journal of Genetics and Plant Breeding","twitterHandle":"","acdcEnabled":true,"dfaEnabled":true,"editorialSystem":"stoa","reportingPortfolio":"Springer Hybrid","inReviewEnabled":true,"inReviewRevisionsEnabled":false}}],"origin":"","ownerIdentity":"a1411260-81ac-4027-9ec2-61ba7249f700","owner":[],"postedDate":"February 23rd, 2026","published":true,"recentEditorialEvents":[],"rejectedJournal":[],"revision":"","amendment":"","status":"under-review","subjectAreas":[],"tags":[],"updatedAt":"2026-04-05T14:54:44+00:00","versionOfRecord":[],"versionCreatedAt":"2026-02-23 17:27:04","video":"","vorDoi":"","vorDoiUrl":"","workflowStages":[]},"version":"v1","identity":"rs-8819730","journalConfig":"researchsquare"},"__N_SSP":true},"page":"/article/[identity]/[[...version]]","query":{"redirect":"/article/rs-8819730","identity":"rs-8819730","version":["v1"]},"buildId":"XKTyCvWXoU3ODBz1xrDgd","isFallback":false,"isExperimentalCompile":false,"dynamicIds":[84888],"gssp":true,"scriptLoader":[]}
Text is read by the "Ask this paper" AI Q&A widget below.
Extraction quality varies by source — PMC NXML preserves structure
cleanly, OA-HTML may include some navigation residue, and OA-PDF can
have broken hyphenation. The publisher copy
(via DOI)
is the canonical version.