植物学报2026，Vol.61Issue(4)：549-554,6.DOI:10.3724/CBB-2026-0139
植物科学与人工智能融合研究进展
Advances in the Integration of Plant Science and Artificial Intelligence
摘要
Abstract
Plant science is entering a new era characterized by the rapid accumulation of multi-scale biological data and increasing demands for understanding complex biological systems.Fundamental challenges remain in uncovering the mechanisms of trait formation,deciphering multilayered regulatory networks and environmental adaptive evolution,and intelligent design breeding.Rapid advances in artificial intelligence(AI)are reshaping life science research,driving a transition from traditional experiment-and data-driven research toward a new paradigm in which data,computational models,and biological mechanisms are integrated synergistically.To highlight recent progress at this interdisciplinary frontier,we organized the Special Issue on"Integration of Plant Science and Artificial Intelligence".It gathers 12 contribu-tions spanning theory,methodology,application,and education.The contributions emphasize multi-omics integration,complex trait analysis,AI-assisted phenotyping,and smart agriculture,reflecting current methodological advances and emerging research directions.We anticipate that this Special Issue will foster deeper integration between plant biology and AI,providing a platform to accelerate scientific discovery and contribute to food security and sustainable agriculture.关键词
植物科学/人工智能/复杂性状/多组学/智能设计育种Key words
plant science/artificial intelligence/complex traits/multi-omics/intelligent design breeding引用本文复制引用
郑聪聪,郭晓玉,王楠,高树琴,赵洪龙,蒋浩,张玉成,钟上威,王雷..植物科学与人工智能融合研究进展[J].植物学报,2026,61(4):549-554,6.基金项目
中国科学院战略性先导科技专项(No.XDA0450203)、中国科学院科研项目、北京市科技新星计划(No.20250484844)、国家自然科学基金(No.32325007)和长春市科技发展计划(No.24SH03) （No.XDA0450203）
