Participatory Definition of Farmers' Preferences to Guide Plant Breeding for Durum Wheat, Barley, and Lentil

cg.contactF.Bassi@cgiar.orgen_US
cg.contributor.centerInternational Center for Agricultural Research in the Dry Areas - ICARDAen_US
cg.contributor.centerIndian Council of Agricultural Research, Indian Institute of Wheat and Barley Research - ICAR-IIWBRen_US
cg.contributor.centerGlobal Crop Diversity Trust - GCDTen_US
cg.contributor.centerNational Institute of Agronomic Research Morocco - INRA Moroccoen_US
cg.contributor.funderGlobal Crop Diversity Trust - GCDTen_US
cg.contributor.funderGovernment of Norwayen_US
cg.contributor.funderCGIAR Trust Funden_US
cg.contributor.programAcceleratorBreeding for Tomorrowen_US
cg.contributor.project-lead-instituteInternational Center for Agricultural Research in the Dry Areas - ICARDAen_US
cg.coverage.countryMAen_US
cg.coverage.regionNorthern Africaen_US
cg.creator.idEl Haddad, Noureddine: 0000-0001-8848-4799en_US
cg.creator.idSanchez-Garcia, Miguel: 0000-0002-9257-4583en_US
cg.creator.idVisioni, Andrea: 0000-0002-0586-4532en_US
cg.creator.idVerma, Ramesh Pal Singh: 0000-0002-2621-2015en_US
cg.creator.idAgrawal, Shiv Kumar: 0000-0001-8407-3562en_US
cg.creator.idBassi, Filippo: 0000-0002-1164-5598en_US
cg.identifier.doihttps://doi.org/10.3390/su18125994en_US
cg.isijournalISI Journalen_US
cg.issn2071-1050en_US
cg.issue12en_US
cg.journalSustainabilityen_US
cg.reviewStatusPeer Reviewen_US
cg.subject.agrovocplant breedingen_US
cg.subject.agrovocmoroccoen_US
cg.subject.agrovoccrop wild relativesen_US
cg.subject.agrovocparticipatory varietal selectionen_US
cg.subject.agrovocbarleyen_US
cg.subject.agrovoclentilen_US
cg.subject.agrovocdurum wheaten_US
cg.volume18en_US
dc.contributorSanchez-Garcia, Miguelen_US
dc.contributorVisioni, Andreaen_US
dc.contributorVerma, Ramesh Pal Singhen_US
dc.contributorAbderrazek, Jilalen_US
dc.contributorAgrawal, Shiv Kumaren_US
dc.contributorKilian, Benjaminen_US
dc.contributorBassi, Filippoen_US
dc.creatorEl Haddad, Noureddineen_US
dc.date.accessioned2026-10-06T18:47:35Z
dc.date.available2026-10-06T18:47:35Z
dc.description.abstractAligning plant breeders’ objectives with farmers’ preferences is essential for improving the adoption of new crop varieties. This study evaluated the effectiveness of a Participatory Weighted Selection (PWS) index, previously developed from a survey of 869 Moroccan farmers, by comparing it with biophysical Participatory Variety Selection (PVS) trials conducted on 19 farms across four agroecological zones in Morocco. Novel CWR-derived lines of durum wheat, barley, and lentil were assessed alongside commercial checks, and both male and female farmers were interviewed to gather PVS preferences. The results showed no significant gender differences for the top-ranked varieties across crops, with minor variations in some zones. Jabal emerged as the preferred durum wheat variety overall, while Zagharin2 was favored in favorable zones. Furat-3 was generally preferred for barley, except in certain mountain and favorable zones, and Bakria was the top lentil variety across most sites. Farmers’ PWS responses clustered into three groups, emphasizing consistent prioritization of high yield potential, abiotic stress tolerance, and good nutritional quality. Comparison of biophysical performance with PVS and PWS revealed strong alignment for durum wheat; however, the highest yielding genotypes for barley and lentil were not always the most preferred. Overall, these results demonstrate that the PWS approach effectively captures farmers’ preferences and provides a reliable tool for guiding breeding decisions. These findings reveal that integrating PWS with on-farm biophysical and PVS evaluations provides a robust, farmer-informed framework for prioritizing genotypes and improving the relevance of breeding decisions across diverse agroecological contexts.en_US
dc.formatPDFen_US
dc.identifierhttps://mel.cgiar.org/reporting/downloadmelspace/hash/e9bec162c9cfe500af1aa0bc3155bccaen_US
dc.identifier.citationNoureddine El Haddad, Miguel Sanchez-Garcia, Andrea Visioni, Ramesh Pal Singh Verma, Jilal Abderrazek, Shiv Kumar Agrawal, Benjamin Kilian, Filippo Bassi. (11/6/2026). Participatory Definition of Farmers' Preferences to Guide Plant Breeding for Durum Wheat, Barley, and Lentil. Sustainability, 18 (12).en_US
dc.identifier.statusOpen accessen_US
dc.identifier.urihttps://hdl.handle.net/20.500.11766/70917
dc.languageenen_US
dc.publisherMDPIen_US
dc.rightsCC-BY-4.0en_US
dc.sourceSustainability;18,(2026)en_US
dc.subjectgrain yielden_US
dc.subjectgender preferenceen_US
dc.subjecton-farm trialen_US
dc.subjectparticipatory weighted variety selectionen_US
dc.subjectvariety adoptionen_US
dc.titleParticipatory Definition of Farmers' Preferences to Guide Plant Breeding for Durum Wheat, Barley, and Lentilen_US
dc.typeJournal Articleen_US
dcterms.available2026-06-11en_US
dcterms.hasVersionV6 - 2026-10-06en_US
dcterms.issued2026-06-11en_US
mel.impact-factor4.1en_US

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