Frontiers in Plant Science | Technical Advances in Plant Science

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

2,174 views
1 citation

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

3,522 views
3 citations

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

2,504 views
2 citations

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

3,319 views
4 citations

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

2,431 views
1 citation

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

3,264 views
5 citations

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

2,476 views
1 citation

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

2,682 views
1 citation

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

2,715 views
4 citations

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

1,621 views
1 citation

Original Research

Published on 14 May 2025

Reducing annotation effort in agricultural data: simple and fast unsupervised coreset selection with DINOv2 and K-means

in Technical Advances in Plant Science

Laura Gómez-Zamanillo
Nagore Portilla
Artzai Picón
Itziar Egusquiza
Ramón Navarra-Mestre
Andoni Elola
Arantza Bereciartua-Perez

Frontiers in Plant Science

doi 10.3389/fpls.2025.1546756

2,093 views

Review

Published on 14 May 2025

From text to traits: exploring the role of large language models in plant breeding

in Technical Advances in Plant Science

Mohsen Yoosefzadeh-Najafabadi

Frontiers in Plant Science

doi 10.3389/fpls.2025.1583344

6,154 views
6 citations

Original Research

Published on 13 May 2025

Assessing the RNA integrity in dry seeds collected from diverse endangered species native to the USA

in Technical Advances in Plant Science

Hannah M. Tetreault
Zoe Zingerman
Lisa Hill
Shaimaa Ibrahim
Joyce Maschinski
Katherine D. Heineman
Christina Walters

Frontiers in Plant Science

doi 10.3389/fpls.2025.1585631

1,673 views
3 citations

Original Research

Published on 08 May 2025

An improved YOLOv5s-based method for detecting rice leaves in the field

in Technical Advances in Plant Science

Cheng Zhou
Caohang Zhou
Lili Yao
Yagang Du
Xin Fang
Zhangbin Chen
Chengliang Yin

Frontiers in Plant Science

doi 10.3389/fpls.2025.1561018

1,729 views
4 citations

Methods

Published on 06 May 2025

Early detection of Citrus Huanglongbing by UAV remote sensing based on MGA-UNet

in Technical Advances in Plant Science

Naibo Ye
Wenyong Mai
Feng Qin
Sen Yuan
Bo Liu
Zaiyuan Li
Conghui Liu
Fanghao Wan
Wanqiang Qian
Zhongzhen Wu

Frontiers in Plant Science

doi 10.3389/fpls.2025.1503645

3,770 views
8 citations

Original Research

Published on 05 May 2025

Zero-shot instance segmentation for plant phenotyping in vertical farming with foundation models and VC-NMS

in Technical Advances in Plant Science

Qin-Zhou Bao
Yi-Xin Yang
Qing Li
Hai-Chao Yang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1536226

3,734 views
7 citations

Original Research

Published on 05 May 2025

Image analysis using smartphones: relationship between leaf color and fresh weight of lettuce under different nutritional treatments

in Technical Advances in Plant Science

Hye Su Won
Eunji Lee
Seeun Lee
Ji-Hyeon Nam
Jiwon Jung
Yuna Cho
Thomas Evert
Noah Kan
Steven Kim
Dong Sub Kim

Frontiers in Plant Science

doi 10.3389/fpls.2025.1589825

2,434 views
2 citations

Original Research

Published on 02 May 2025

Optimized classification of potato leaf disease using EfficientNet-LITE and KE-SVM in diverse environments

in Technical Advances in Plant Science

Gopal Sangar
Velswamy Rajasekar

Frontiers in Plant Science

doi 10.3389/fpls.2025.1499909

4,728 views
11 citations

Original Research

Published on 02 May 2025

Tomato ripeness detection and fruit segmentation based on instance segmentation

in Technical Advances in Plant Science

Jinfan Wei
Yu Sun
Lan Luo
Lingyun Ni
Mengchao Chen
Minghui You
Ye Mu
He Gong

Frontiers in Plant Science

doi 10.3389/fpls.2025.1503256

3,429 views
3 citations

Methods

Published on 01 May 2025

Advancing cotton fiber research with variable-pressure scanning electron microscopy

in Technical Advances in Plant Science

Fang Bai
M. Andrew Jansen

Frontiers in Plant Science

doi 10.3389/fpls.2025.1562682

2,545 views

Original Research

Published on 28 Apr 2025

Seed-to-plant-tracking: automated phenotyping of seeds and corresponding plants of Arabidopsis

in Technical Advances in Plant Science

Daniel Klasen
Andreas Fischbach
Viktor Sydoruk
Johannes Kochs
Jonas Bühler
Robert Koller
Gregor Huber

Frontiers in Plant Science

doi 10.3389/fpls.2025.1539424

3,570 views
5 citations

Original Research

Published on 28 Apr 2025

Potato precision planter metering system based on improved YOLOv5n-ByteTrack

in Technical Advances in Plant Science

Cisen Xiao
Changlin Song
Junmin Li
Min Liao
Yongfan Pu
Kun Du

Frontiers in Plant Science

doi 10.3389/fpls.2025.1563551

2,019 views
2 citations

Original Research

Published on 16 Apr 2025

An android-smartphone application for rice panicle detection and rice growth stage recognition using a lightweight YOLO network

in Technical Advances in Plant Science

Huiwen Zheng
Changjiang Liu
Lei Zhong
Jie Wang
Junming Huang
Fang Lin
Xu Ma
Suiyan Tan

Frontiers in Plant Science

doi 10.3389/fpls.2025.1561632

8,814 views
6 citations

Original Research

Published on 15 Apr 2025

Estimation of the water content of needles under stress by Erannis jacobsoni Djak. via Sentinel-2 satellite remote sensing

in Technical Advances in Plant Science

Jiaze Guo
Xiaojun Huang
Debao Zhou
Junsheng Zhang
Gang Bao
Siqin Tong
Yuhai Bao
Dashzebeg Ganbat
Dorjsuren Altanchimeg
Davaadorj Enkhnasan

Frontiers in Plant Science

doi 10.3389/fpls.2025.1540604

1,691 views
2 citations

1,686 articles

articles

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

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

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

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

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

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

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

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

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

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

Reducing annotation effort in agricultural data: simple and fast unsupervised coreset selection with DINOv2 and K-means

From text to traits: exploring the role of large language models in plant breeding

Assessing the RNA integrity in dry seeds collected from diverse endangered species native to the USA

An improved YOLOv5s-based method for detecting rice leaves in the field

Early detection of Citrus Huanglongbing by UAV remote sensing based on MGA-UNet

Zero-shot instance segmentation for plant phenotyping in vertical farming with foundation models and VC-NMS

Image analysis using smartphones: relationship between leaf color and fresh weight of lettuce under different nutritional treatments

Optimized classification of potato leaf disease using EfficientNet-LITE and KE-SVM in diverse environments

Tomato ripeness detection and fruit segmentation based on instance segmentation

Advancing cotton fiber research with variable-pressure scanning electron microscopy

Seed-to-plant-tracking: automated phenotyping of seeds and corresponding plants of Arabidopsis

Potato precision planter metering system based on improved YOLOv5n-ByteTrack

An android-smartphone application for rice panicle detection and rice growth stage recognition using a lightweight YOLO network

Estimation of the water content of needles under stress by Erannis jacobsoni Djak. via Sentinel-2 satellite remote sensing