Hyperbolic topological data analysis mapper reveals dynamic trait-environment patterns in plant phenomicsOA

作者：Jan Zdražil;Lingping Kong;Lukáš Spíchal;Václav Snášel;Nuria De Diego

作者单位：Czech Advanced Technology and Research Institute(CATRIN),Palacký University Olomouc,Slechtitelů 27,77900,Olomouc,Czech Republic||Faculty of Electrical Engineering and Computer Science,VSB-Technical University of Ostrava,Ostrava,Czech Republic||Center for Advanced Technologies and Engineering(CATEN),Technologická 375/3,708 00,Ostrava-Pustkovec,Czech RepublicFaculty of Electrical Engineering and Computer Science,VSB-Technical University of Ostrava,Ostrava,Czech RepublicCzech Advanced Technology and Research Institute(CATRIN),Palacký University Olomouc,Slechtitelů 27,77900,Olomouc,Czech RepublicFaculty of Electrical Engineering and Computer Science,VSB-Technical University of Ostrava,Ostrava,Czech Republic||Center for Advanced Technologies and Engineering(CATEN),Technologická 375/3,708 00,Ostrava-Pustkovec,Czech RepublicCzech Advanced Technology and Research Institute(CATRIN),Palacký University Olomouc,Slechtitelů 27,77900,Olomouc,Czech Republic

中文关键词：Plant phenomicsEuclidean geometryHyperbolic geometryContrasting learningData visualization

英文关键词：Plant phenomicsEuclidean geometryHyperbolic geometryContrasting learningData visualization

刊名：《植物表型组学（英文）》 2026 (2)

页码/页数：104-117,14

基金：This work was supported by the project Interdisciplinary approaches for the development and application of new materials in industrial,agricultural and medical practice,reg.no.CZ.02.01.01/00/23_021/0008909 of the ERDF Programme Johannes Amos Comenius.

DOI：10.1016/j.plaphe.2026.100186