Multi-sensor phenotyping of yield and yield stability for genotype selection in durum wheatOA

作者：Jara Jauregui-Besó;Nieves Aparicio;Sara Álvarez;María Teresa Nieto-Taladriz;José Luis Araus;Shawn Carlisle Kefauver

作者单位：Integrative Crop Ecophysiology Group,Plant Physiology Section,Faculty of Biology,University of Barcelona-AGROTECNIO-CERCA Center,Av.Diagonal,643,08028,Barcelona,SpainAgro-technological Institute of Castilla y León(ITACyL),Ctra.Burgos Km.119,47071,Valladolid,SpainAgro-technological Institute of Castilla y León(ITACyL),Ctra.Burgos Km.119,47071,Valladolid,SpainNational Institute for Agricultural and Food Research and Technology(INIA-CSIC),Ctra.de la Coruña Km.7.5,28040,Madrid,SpainIntegrative Crop Ecophysiology Group,Plant Physiology Section,Faculty of Biology,University of Barcelona-AGROTECNIO-CERCA Center,Av.Diagonal,643,08028,Barcelona,SpainIntegrative Crop Ecophysiology Group,Plant Physiology Section,Faculty of Biology,University of Barcelona-AGROTECNIO-CERCA Center,Av.Diagonal,643,08028,Barcelona,Spain

中文关键词：Yield stabilityGenotype selectionClimate resilienceWheatUnmanned aerial vehicleHigh-throughput phenotypingMachine learning

英文关键词：Yield stabilityGenotype selectionClimate resilienceWheatUnmanned aerial vehicleHigh-throughput phenotypingMachine learning

刊名：《植物表型组学（英文）》 2026 (1)

页码/页数：273-289,17

基金：This work was supported by the Spanish projects"HolisticWheat"(PID2022-138307OB-C2).J.J.-B.is recipient of a FPI doctoral fellowship PREP2022-000560 funded by MICIU/AEI/10.13039/501100011033 and FSE+.S.C.K.is supported by the Ayuda RYC2019-027818-Ⅰ financed by MICIU/AEI/10.13039/501100011033 and"El FSE invierte en tu futuro".This publication was also supported by training from the EU COST(European Cooperation in Science and Technology)Action CA22136"Pan-European Network of Green Deal Agriculture and Forestry Earth Observation Science"(PANGEOS).We also acknowledge the support from the Institut de Recerca de l'Aigua and the Universitat de Barcelona.

DOI：10.1016/j.plaphe.2026.100178