Advancing multi-scale plant phenotyping for precision agriculture and sustainable crop production.

Abstract

Plant phenotyping captures the integrated structural and functional traits of crops across cellular, tissue, organ, whole-plant, and population scales. It represents the outward expression of genotype-environment interactions and provides essential technological support for precision breeding, smart agriculture, and sustainable crop production. As farming shifts from experience-based to data-driven decision-making, the efficient acquisition and integrated analysis of phenotypic information at multiple spatial scales has emerged as a major research frontier at the intersection of agronomy, plant science, and agricultural engineering.

Plant phenotyping relevance

植物フェノタイピングの多尺度取得・統合解析を主題とするレビューであり、方法論分野を直接扱っている。

Code and data availability

This is an editorial introducing a special issue; it contains no paper-specific datasets, images, code, models, or supplements, and no availability statements or URLs for such assets.

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