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

Jan Zdražil Lingping Kong Lukáš Spíchal Václav Snášel Nuria De Diego

植物表型组学（英文）2026，Vol.8Issue(2)：104-117,14.

植物表型组学（英文）2026，Vol.8Issue(2)：104-117,14.DOI:10.1016/j.plaphe.2026.100186

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

Jan Zdražil ¹Lingping Kong ²Lukáš Spíchal ³Václav Snášel ⁴Nuria De Diego³

作者信息

1. 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 Republic
2. Faculty of Electrical Engineering and Computer Science,VSB-Technical University of Ostrava,Ostrava,Czech Republic
3. Czech Advanced Technology and Research Institute(CATRIN),Palacký University Olomouc,Slechtitelů 27,77900,Olomouc,Czech Republic
4. 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 Republic
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摘要

关键词

Plant phenomics/Euclidean geometry/Hyperbolic geometry/Contrasting learning/Data visualization

Key words

Plant phenomics/Euclidean geometry/Hyperbolic geometry/Contrasting learning/Data visualization

引用本文复制引用

Jan Zdražil,Lingping Kong,Lukáš Spíchal,Václav Snášel,Nuria De Diego..Hyperbolic topological data analysis mapper reveals dynamic trait-environment patterns in plant phenomics[J].植物表型组学（英文）,2026,8(2):104-117,14.

基金项目

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. （）

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