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dc.contributor.authorGaona, Jaime
dc.contributor.authorBenito-Verdugo, Pilar
dc.contributor.authorMartínez Fernández, José 
dc.contributor.authorGonzález Zamora, Ángel 
dc.contributor.authorAlmendra Martín, Laura 
dc.contributor.authorHerrero Jiménez, Carlos Miguel 
dc.date.accessioned2025-10-06T12:09:56Z
dc.date.available2025-10-06T12:09:56Z
dc.date.issued2022
dc.identifier.citationGaona, J.; Benito-Verdugo, P.; Martínez-Fernández, J.; González-Zamora, Á.; Almendra-Martín, L.; Herrero-Jiménez, C.M. Soil Moisture Outweighs Climatic Factors in Critical Periods for Rainfed Cereal Yields: An Analysis in Spain. Agriculture 2022, 12, 533. https://doi.org/10.3390/agriculture12040533
dc.identifier.urihttp://hdl.handle.net/10366/167311
dc.description.abstract[EN]Cereals are keystone crops for achieving food security and socioeconomic equilibrium, but rainfed cropland is highly sensitive to environmental anomalies that impact yields. The impact of soil moisture on cereal yield is particularly overlooked. This study evaluates the impact of root- zone soil moisture on yield compared to nine common climatic variables: maximum and minimum temperature, diurnal temperature range, growing degree days, accumulated rainfall, radiation, photothermal quotient, relative humidity of the air, and vapor pressure deficit. This study used the climatic database E-OBSv23 and the soil moisture databases ERA5-Land and LISFLOOD, focused on wheat and barley over the main cereal areas of Spain. Correlation analysis between annual yield and daily soil moisture and climatic data provided indicated the prevalence and concurrence of the impact factors on phenological stages of the Zadoks scale. Critical periods of impact on wheat and barley yields primarily concentrate during the growth and reproductive phases of spring. Soil moisture exceeds all other factors in magnitude and duration of influence, and our results suggest a complex interplay of factors during the critical spring period. This study highlights the preeminent role of soil moisture over climatic factors on the variability of rainfed cereal yields in water-limited areas.es_ES
dc.format.mimetypeapplication/pdf
dc.language.isoenges_ES
dc.publisherMDPI
dc.subjectSoil moisturees_ES
dc.subjectClimatic factorses_ES
dc.subjectCereal yieldses_ES
dc.subjectPhenological stagees_ES
dc.subjectWheates_ES
dc.subjectBarleyes_ES
dc.titleSoil Moisture Outweighs Climatic Factors in Critical Periods for Rainfed Cereal Yields: An Analysis in Spaines_ES
dc.typeinfo:eu-repo/semantics/articlees_ES
dc.relation.publishversionhttps://doi.org/10.3390/agriculture12040533
dc.identifier.doi10.3390/agriculture12040533
dc.relation.projectIDESP2017-89463-C3-3-Res_ES
dc.relation.projectIDPID2020-114623RB-C33es_ES
dc.relation.projectIDSA112P20es_ES
dc.relation.projectIDCLU-2018-04es_ES
dc.rights.accessRightsinfo:eu-repo/semantics/openAccesses_ES
dc.identifier.essn2077-0472
dc.journal.titleAgriculturees_ES
dc.volume.number12es_ES
dc.issue.number4es_ES
dc.page.initial533es_ES
dc.type.hasVersioninfo:eu-repo/semantics/publishedVersiones_ES


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