Frontiers in Plant Science | Technical Advances in Plant Science

Original Research

Published on 25 Jul 2025

Genetic transformation of Primula sieboldii using Agrobacterium rhizogenes and whole-plant regeneration from transgenic hairy roots

in Technical Advances in Plant Science

Karol Gad
Cuong Nguyen Huu
Sylvia Plaschil
Christian Kappel
Michael Lenhard

Frontiers in Plant Science

doi 10.3389/fpls.2025.1623387

693 views

Original Research

Published on 25 Jul 2025

Construction and interpretation of tobacco leaf position discrimination model based on interpretable machine learning

in Technical Advances in Plant Science

Ranran Kou
Cong Wang
Jinxia Liu
Ran Wan
Zhe Jin
Le Zhao
Youjie Liu
Junwei Guo
Feng Li
Hongbo Wang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1619380

418 views

Original Research

Published on 25 Jul 2025

Integrating PROSPECT-D physics and adversarial domain adaptation resnet for robust cross-ecosystem plant traits estimation

in Technical Advances in Plant Science

Hui Zhang
Haoxuan Su
Tie Shen
Guangyao Sun
Qi Wang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1612430

227 views

Original Research

Published on 24 Jul 2025

A detection method for synchronous recognition of string tomatoes and picking points based on keypoint detection

in Technical Advances in Plant Science

Linqiang Deng
Rongting Ma
BaoFan Chen
Guozhu Song

Frontiers in Plant Science

doi 10.3389/fpls.2025.1614881

347 views

Original Research

Published on 22 Jul 2025

A dual-task segmentation network based on multi-head hierarchical attention for 3D plant point cloud

in Technical Advances in Plant Science

Dan Pan
Baijing Liu
Lin Luo
An Zeng
Yuting Zhou
Kaixin Pan
Zhiheng Xian
Yulun Xian
Licheng Liu

Frontiers in Plant Science

doi 10.3389/fpls.2025.1610443

589 views

Original Research

Published on 22 Jul 2025

Simulation of strawberry yield using dry matter distribution based on the potential growth of the sink–source organs

in Technical Advances in Plant Science

Tomomi Sugiyama
Yusuke Kakei
Yasunaga Iwasaki
Atsushi Oda
Masahide Isozaki

Frontiers in Plant Science

doi 10.3389/fpls.2025.1544735

464 views

Original Research

Published on 21 Jul 2025

DLML-PC: an automated deep learning and metric learning approach for precise soybean pod classification and counting in intact plants

in Technical Advances in Plant Science

Yixin Guo
Jinchao Pan
Xueying Wang
Hong Deng
Mingliang Yang
Enliang Liu
Qingshan Chen
Rongsheng Zhu

Frontiers in Plant Science

doi 10.3389/fpls.2025.1583526

571 views

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

143 views

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

218 views

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

162 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

119 views

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

974 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

923 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

1,007 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

108 views