Frontiers in Plant Science | Technical Advances in Plant Science

Original Research

Accepted on 18 Jul 2025

Quantitative Determination of Blended Proportions in Tobacco Formulations Using Near-Infrared Spectroscopy and Transfer Learning

in Technical Advances in Plant Science

Qinlin Xiao
Ruifang Gu
Li Li
Jing Wen
Xixiang Zhang
Yi Shen
Yang Liu
Lan Xiao
Qinqin Tang
Jun Yang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1617958

Original Research

Accepted on 18 Jul 2025

Tackling the long-tailed challenge of greenhouse tomato cultivation cycles Recognition: A Sub-Group Guided, Multi-Expert Lightweight Framework

in Technical Advances in Plant Science

Ruochen Zhang
Jingxin Yu
Lin Han
Cui Huankang
Lichun Wang
Fan Xu
Xiaoming Wei

Frontiers in Plant Science

doi 10.3389/fpls.2025.1571853

Correction

Accepted on 18 Jul 2025

Correction: Optimizing Mask R-CNN for enhanced quinoa panicle detection and segmentation in precision agriculture

in Technical Advances in Plant Science

Manal EL AKROUCHI
Manal Mhada
Dachena Romain Gracia
Malcolm John Hawkesford
Bruno Gérard

Frontiers in Plant Science

doi 10.3389/fpls.2025.1664228

100 views

Original Research

Accepted on 18 Jul 2025

Few-shot Crop Disease Recognition using Sequence-Weighted Ensemble Model-Agnostic Meta-Learning

in Technical Advances in Plant Science

Junlong Li
Quan Feng
Junqi Yang
Jianhua Zhang
Sen Yang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1615873

Original Research

Published on 18 Jul 2025

Orchard variable-rate spraying method integrating GNSS and wind-excited audio-conducted leaf area density

in Technical Advances in Plant Science

Hangxing Zhao
Shenghui Yang
Wenwei Li
Han Feng
Shijie Jiang
Weihong Liu
Jingbin Li
Yongjun Zheng
Songchao Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1621080

317 views

Original Research

Published on 18 Jul 2025

Integrating Raman spectroscopy and optical meters for nitrogen management in broccoli seedlings

in Technical Advances in Plant Science

Lorenza Tuccio
Sonia Cacini
Giulia Arati
Carmelo Distefano
Silvia Traversari
Giacomo Fontanelli
Gina Rosalinda De Nicola
Paolo Matteini

Frontiers in Plant Science

doi 10.3389/fpls.2025.1613503

231 views

Original Research

Published on 17 Jul 2025

Decision support system for Lespedeza cuneata production and quality evaluation: a WebGIS dashboard approach to precision agriculture

in Technical Advances in Plant Science

Sudhanshu S. Panda
Aftab Siddique
Thomas H. Terrill
Ajit K. Mahapatra
Eric Morgan
Andres A. Pech-Cervantes
Jan A. van Wyk

Frontiers in Plant Science

doi 10.3389/fpls.2025.1520163

325 views

Original Research

Accepted on 16 Jul 2025

Research on Persimmon Fruit Diameter Accurate Detection Method Based on Improved RCNN Instance Segmentation Algorithm

in Technical Advances in Plant Science

Yuan Fang
Yangyang Liu
Ya Feng
Yougen Chen
HaiKun Jiang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1636727

Methods

Accepted on 16 Jul 2025

Drone methods and educational resources for plant science and agriculture

in Technical Advances in Plant Science

Travis Parker
Burcu Celebioglu
Mark Watson
Paul Gepts

Frontiers in Plant Science

doi 10.3389/fpls.2025.1630162

Original Research

Accepted on 14 Jul 2025

Assessing leaf nitrogen concentration in rice using RGB imaging: a comparative study at leaf, canopy, and plot scales

in Technical Advances in Plant Science

Haixiao Ge
Gaoqiang Lv
Yang Qin
Min Shen

Frontiers in Plant Science

doi 10.3389/fpls.2025.1599177

152 views

Original Research

Published on 11 Jul 2025

Development of a handheld chlorophyll content detector on wheat and maize leaves based on RGB sensor

in Technical Advances in Plant Science

Weidong Pan
Heng Ma
Rui Wang
Hongrui Wang
Dong Wang
Wenchuan Guo
Xiangkai Guo

Frontiers in Plant Science

doi 10.3389/fpls.2025.1606413

414 views

Original Research

Published on 10 Jul 2025

GrotUNet: a novel leaf segmentation method

in Technical Advances in Plant Science

Hongfei Deng
Bin Wen
Cheng Gu
Yingjie Fan

Frontiers in Plant Science

doi 10.3389/fpls.2025.1378958

319 views

Original Research

Published on 08 Jul 2025

Ta-YOLO: overcoming target blocked challenges in greenhouse tomato detection and counting

in Technical Advances in Plant Science

Yun Zhao
Yijia Chen
Xing Xu
Yong He
Hao Gan
Na Wu
Zhechen Wang
Xi Sun
Yali Wang
Petr Skobelev

Frontiers in Plant Science

doi 10.3389/fpls.2025.1618214

791 views

Original Research

Published on 08 Jul 2025

Enhancing buckwheat maturity classification with generative adversarial networks for spectroscopy data augmentation

in Technical Advances in Plant Science

Huihui Wang
Xiaoxue Che
Jiaxuan Nan
Yuyuan Miao
Yaqi Wang
Wuping Zhang
Fuzhong Li
Jiwan Han

Frontiers in Plant Science

doi 10.3389/fpls.2025.1604088

259 views

Review

Accepted on 07 Jul 2025

GENES AND GENETICS BELONG TO MAIZE HAPLOID INDUCTION

in Technical Advances in Plant Science

Kanogporn Khammona
Abil Dermail
Yu-Ru Chen
Thomas Lubberstedt
Samart Wanchana
Theerayut Toojinda
Siwaret Arikit
Vinitchan Ruanjaichon

Frontiers in Plant Science

doi 10.3389/fpls.2025.1634053

186 views

Original Research

Published on 07 Jul 2025

EdgeSugarcane: a lightweight high-precision method for real-time sugarcane node detection in edge computing environments

in Technical Advances in Plant Science

Zhenhui Zheng
Lijiao Wei
Kangmin Lin
Weihua Huang
Shuo Wang
Dongjie Du
Tao Wu

Frontiers in Plant Science

doi 10.3389/fpls.2025.1626725

418 views