Innovative Applications of Hyperspectral Imaging Technology in Horticultural Plants

910
Total downloads
7,284
Total views and downloads

Participate in this topic

Articles

ORIGINAL RESEARCH

Published on 02 Dec 2025

Non-destructive detection of microplastics stress in rice seedling: an interpretable deep learning approach using excitation emission matrix fluorescence spectra of root exudates

Chaojie Wei
Hongxin Xie
Wei Wang
Yu-Feng Li
Xiaorong Wang
Ziwei Song
Fajun Chen

doi 10.3389/fpls.2025.1653451

248 views

ORIGINAL RESEARCH

Accepted on 29 Oct 2025

Plant Stress Detection Using Multimodal Imaging and Machine Learning: From Leaf Spectra to Smartphone Applications

Muhammad Shoaib
Sajid Ullah Khan
Hala AbdelHameed
Ayman Qahmash

307 views

ORIGINAL RESEARCH

Published on 09 Oct 2025

Sorghum yield prediction using UAV multispectral imaging and stacking ensemble learning in arid regions

Linqiang Deng
Yaoyu Li
Xifeng Liu
Zhimin Zhang
Juanjuan Mu
Shujie Jia
Yuqiao Yan
Wuping Zhang

doi 10.3389/fpls.2025.1636015

990 views
1 citation

ORIGINAL RESEARCH

Published on 11 Sep 2025

Multidimensional quality evaluation and traceability study of Fritillariae Cirrhosae Bulbus from different sources

Guiqi Han
Luming Qi
Dongmei He
Weihang Xue
Wenshang Li
Hai Wang
Zhuyun Yan

doi 10.3389/fpls.2025.1648434

1,391 views

ORIGINAL RESEARCH

Published on 21 Jul 2025

Detection of microplastics stress on rice seedling by visible/near-infrared hyperspectral imaging and synchrotron radiation Fourier transform infrared microspectroscopy

Chaojie Wei
Hongxin Xie
Wei Wang
Yu-Feng Li
Xiaorong Wang
Ziwei Song
Fajun Chen

doi 10.3389/fpls.2025.1645490

1,840 views

Share on

Frontiers in Plant Science

Frontiers in Plant Science

Sustainable and Intelligent Phytoprotection

Manuscripts can be submitted to this Research Topic via the main journal or any other participating journal.

Impact

7,284Topic views
4,717Article views
910Article downloads