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dc.creatorDiancoumba, Madinaen_US
dc.date.accessioned2019-01-29T22:13:57Z
dc.date.available2019-01-29T22:13:57Z
dc.identifierhttps://mel.cgiar.org/reporting/download/hash/de95ebe35f0ee5b6fbfaf8a1e258d31fen_US
dc.identifier.citationMadina Diancoumba. (16/11/2018). Characterization of seasonal pattern of drought stress using modeling approach. I. An environmental characterization reveals that water stress is currently not a major constraint to sorghum production in Mali.en_US
dc.identifier.urihttps://hdl.handle.net/20.500.11766/9404
dc.description.abstractDrought stress is a prevalent feature of semi-arid tropical climates but when, where, how much and how often drought stress reduces yield remains largely an unanswered question. In West Africa, there is indeed significant concern that the large genotype x environment interactions remain a limitation for targeting genotypes to their appropriate environments. Assessing the extent and nature of the complexity of such interactions over time and space remains a challenge that this study tackles using crop simulation modelling. In the present study we i) parameterized two genotypes representative of the sorghum types typically grown in Mali sorghum production belt into the APSIM-sorghum platform, ii) identified and analyzed the type and frequency of each drought stress patterns experienced by these two genotypes during their life cycle, iii) and evaluated the effect of each drought stress type identified on grain yield. Two genotypes (CSM63E and CSM335) representing the sahelian and sudano-sahelian production belt in Mali were parameterized in the APSIM sorghum-platform, , i.e. novel functions were introduced into the APSIM and coefficients describing the growth and development of these two genotypes were computed using several years of observed data. Thereafter the validated model was used to characterize the seasonal variation in drought stress index (water supply/demand ratio) occurring at 22 weathers stations selected across Mali. The observation period varied greatly across sites. The seasonal water deficit patterns identified in each plant type, site, soil and year were then clustered in order to determine the major drought scenarios occurring during the cropping cycles. The frequency of occurrence of the identified environmental scenario and their impact on sorghum production was estimated for each geographical location across the sorghum production belt. The clustering analysis revealed 3 major stress scenarios were occurring across the locations; namely a scenario with no-stress (73%, 83%), an early pre-flowering terminal stress (19%, 9%) and a flowering stress (9%, 7%) respectively for CSM335 and CSM63E. The no-stress scenario was the most dominant independently of the years and agro-ecological zones. For CSM63E and CSM335 genotypes, the early pre-flowering stress caused yield loss of 58% and 64% with respect to the no-stress scenario while the flowering stress caused only 8% and 19% yield loss. The higher frequency of occurrence of the no-stress scenario particularly in the southern region indicates that water deficit is not the major limiting factor to sorghum production in this region. Also, the still relatively low yield under the no-stress scenario implies that other factors (e.g. plant density, sowing date, N application) are limiting the productivity of sorghum in Mali. The established framework can be further elaborated to assist sorghum improvement programs to set priorities for guiding agri-interventions.en_US
dc.formatPDFen_US
dc.languageenen_US
dc.rightsCC-BY-NC-4.0en_US
dc.subjectinteractionen_US
dc.subjectparameterizationen_US
dc.subjectdrought stress patternen_US
dc.titleCharacterization of seasonal pattern of drought stress using modeling approach. I. An environmental characterization reveals that water stress is currently not a major constraint to sorghum production in Malien_US
dc.typeWorking Paperen_US
dcterms.available2018-11-16en_US
cg.subject.agrovocsorghumen_US
cg.subject.agrovoccharacterizationen_US
cg.subject.agrovocsorghumen_US
cg.contributor.centerInternational Crops Research Institute for the Semi-Arid Tropics - ICRISATen_US
cg.contributor.centerThe French Agricultural Research Center for International Development - CIRADen_US
cg.contributor.crpCRP on Dryland Cereals - DCen_US
cg.contributor.crpCGIAR Research Program on Grain Legumes and Dryland Cereals - GLDCen_US
cg.contributor.funderCGIAR System Organization - CGIARen_US
cg.contributor.project-lead-instituteInternational Crops Research Institute for the Semi-Arid Tropics - ICRISATen_US
cg.date.embargo-end-date2019-05-12en_US
cg.coverage.regionWestern Africaen_US
cg.coverage.countryMLen_US
cg.contactm.diancoumba@cgiar.orgen_US
dc.identifier.statusLimited accessen_US


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