Frontiers in Plant Science | Technical Advances in Plant Science

Original Research

Accepted on 30 May 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

217 views

Review

Published on 30 May 2025

Application of UAV remote sensing for vegetation identification: a review and meta-analysis

in Technical Advances in Plant Science

Baohua Chang
Fei Li
Yuncai Hu
Hang Yin
Zhenhua Feng
Liang Zhao

Frontiers in Plant Science

doi 10.3389/fpls.2025.1452053

883 views

Original Research

Published on 26 May 2025

Study on the germination rate of maize seeds based on improved YOLOv8n model

in Technical Advances in Plant Science

Helong Yu
Jiayao Zhao
Chunguang Bi
Jing Chen
Ming Zhao

Frontiers in Plant Science

doi 10.3389/fpls.2025.1555440

784 views

Original Research

Published on 23 May 2025

AHG-YOLO: multi-category detection for occluded pear fruits in complex orchard scenes

in Technical Advances in Plant Science

Na Ma
Yile Sun
Chenfei Li
Zonglin Liu
Haiyan Song

Frontiers in Plant Science

doi 10.3389/fpls.2025.1580325

965 views

Original Research

Published on 23 May 2025

Location method of airborne plant disease source based on a non-local-interpolation algorithm

in Technical Advances in Plant Science

Jing Zhang
Linglan Zhu
Yifang Wang
Si Chen
Yafei Wang
Shifa Li
Lu Xiao
Ning Yang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1553281

718 views

Methods

Published on 23 May 2025

DeepD&Cchl: an AI tool for automated 3D single-cell chloroplast detection, counting, and cell type clustering

in Technical Advances in Plant Science

Qun Su
Le Liu
Zhengsheng Hu
Tao Wang
Huaying Wang
Qiuqi Guo
Xinyi Liao
Yan Sha
Feng Li
Zhao Dong

Frontiers in Plant Science

doi 10.3389/fpls.2025.1513953

922 views

Original Research

Published on 22 May 2025

Automated dynamic phenotyping of whole oilseed rape (Brassica napus) plants from images collected under controlled conditions

in Technical Advances in Plant Science

Evangeline Corcoran
Kasra Hosseini
Laura Siles
Smita Kurup
Sebastian Ahnert

Frontiers in Plant Science

doi 10.3389/fpls.2025.1443882

1,050 views

Original Research

Published on 22 May 2025

A fuzzy-optimized hybrid ensemble model for yield prediction in maize-soybean intercropping system

in Technical Advances in Plant Science

Amna Ikram
Sunnia Ikram
El-Sayed M. El-kenawy
Adil Hussain
Amal H. Alharbi
Marwa M. Eid

Frontiers in Plant Science

doi 10.3389/fpls.2025.1567679

1,101 views

Original Research

Published on 22 May 2025

Pre-sowing grain treatment with bio-AgNPs stimulates plant growth and affects redox homeostasis in maize

in Technical Advances in Plant Science

Joanna Trzcińska-Wencel
Natalia Mucha
Mahendra Rai
Jarosław Tyburski
Patrycja Golińska

Frontiers in Plant Science

doi 10.3389/fpls.2025.1494741

910 views

Original Research

Published on 21 May 2025

High throughput assessment of blueberry fruit internal bruising using deep learning models

in Technical Advances in Plant Science

Chenjiao Tan
Changying Li
Penelope Perkins-Veazie
Heeduk Oh
Rui Xu
Massimo Iorizzo

Frontiers in Plant Science

doi 10.3389/fpls.2025.1575038

1,078 views

Original Research

Published on 21 May 2025

Pose detection and localization of pineapple fruit picking based on improved litehrnet

in Technical Advances in Plant Science

Pinlan Chen
Bin Yan
Ganran Deng
Guojie Li
Zhende Cui
Shuang Zheng
Fengguang He
Ling Li
Xilin Wang
Sili Zhou

Frontiers in Plant Science

doi 10.3389/fpls.2025.1577312

879 views

Original Research

Published on 20 May 2025

Establishment of efficient hypocotyl-derived protoplast isolation and its application in soybean (Glycine max [L.] Merr.)

in Technical Advances in Plant Science

Kihwan Kim
Junseop Shin
Jeong-Dong Lee
Won-Chan Kim

Frontiers in Plant Science

doi 10.3389/fpls.2025.1587927

980 views

Original Research

Published on 19 May 2025

Analyzing canopy structure effects based on LiDAR for GPP-SIF relationship and GPP estimation

in Technical Advances in Plant Science

Shuo Shi
Zixi Shi
Fangfang Qu
Wei Gong
Lu Xu
Chenxi Liu

Frontiers in Plant Science

doi 10.3389/fpls.2025.1561826

927 views

Original Research

Published on 19 May 2025

Regulated the electrokinetic application of different plant growth stages and parameters enhance the economic extraction of soil heavy metals

in Technical Advances in Plant Science

Hongyan Ma
Ming Zhao
Na Yang
Linhui Feng
Lirong Wang
Chen Jiang
Ming Jiang
Jianfang Guo
Tianguo Li

Frontiers in Plant Science

doi 10.3389/fpls.2025.1557261

628 views

Original Research

Published on 15 May 2025

Spectroscopic detection of cotton Verticillium wilt by spectral feature selection and machine learning methods

in Technical Advances in Plant Science

Weinan Li
Lisen Liu
Jianing Li
Weiguang Yang
Yang Guo
Longyu Huang
Zhaoen Yang
Jun Peng
Xiuliang Jin
Yubin Lan

Frontiers in Plant Science

doi 10.3389/fpls.2025.1519001

927 views

Original Research

Published on 15 May 2025

Effects of genotype-by-environment and analysis of potential management interaction on vase life in cut lisianthus

in Technical Advances in Plant Science

Steven Kim
Seong Heo

Frontiers in Plant Science

doi 10.3389/fpls.2025.1578100

603 views