Frontiers in Plant Science | Technical Advances in Plant Science

Original Research

Published on 15 Dec 2025

Multispectral UAV imaging and machine learning for estimating wheat nitrogen nutrition index

in Technical Advances in Plant Science

Chao Zhang
Xinyi Lu
Haolei Zhang
Hongwei Cui
Hao Ma
Jiangtao Ji
Tianhang Ding

Frontiers in Plant Science

doi 10.3389/fpls.2025.1709459

266 views

Original Research

Accepted on 12 Dec 2025

PtBGL: a cost-effective alternative to GUS reporter with applications in plant imprint dyeing

in Technical Advances in Plant Science

Yuyao Su
Yitong Li
Jiali Zhong
Yudan Wang
Jiayin Wang
Xiaopeng Li
Jia Li
Yao Xiao

Frontiers in Plant Science

207 views

Original Research

Accepted on 11 Dec 2025

A precise berry counting method for in-cluster grapes to guide berry thinning

in Technical Advances in Plant Science

Wensheng Du
Weishuai Qin
Xiao Cui
Yanjun Zhu
Yonghao Jia
Ruihan Wang
Yuanpeng Du

Frontiers in Plant Science

254 views

Original Research

Accepted on 11 Dec 2025

YOLO-RSTS: A Precise Segmentation Model for Detecting Preservative and Stimulant Spraying Regions on Rubber Trees

in Technical Advances in Plant Science

Jincan Zhu
Yu Feng
Fengming Liu
Lee Seng Hua
Haocen Zhao
Bangqian Chen
Kou Weili
Jian Rong
Guiliang Chen
Dingfei Xu

Frontiers in Plant Science

120 views

Original Research

Published on 11 Dec 2025

ViTKAB: an efficient deep learning network for cotton leaf disease identification

in Technical Advances in Plant Science

Laixiang Xu
Hongyun Song
Xiaodong Yang
Peng Xu
Zhaopeng Cai

Frontiers in Plant Science

doi 10.3389/fpls.2025.1719877

398 views

Original Research

Published on 11 Dec 2025

Research on cabbage transplanting status detection and operation quality evaluation in complex environments based on improved YOLOv10-TQ and DeepSort

in Technical Advances in Plant Science

Yiqun Wang
Mengchen Liu
Yue Geng
Junjie Zhu
Wenbai Chen
Chunjiang Zhao

Frontiers in Plant Science

doi 10.3389/fpls.2025.1726334

272 views

Original Research

Accepted on 10 Dec 2025

Lightweight MSW-YOLOv8n-Seg: The Instance Segmentation of Maturity on Cherry Tomato with Improved YOLOv8n-Seg

in Technical Advances in Plant Science

Ronghui Miao
Zhiwei Li

Frontiers in Plant Science

Original Research

Published on 10 Dec 2025

Integrating phenotypic analyses and color parameters: a multidimensional framework for precise color characterization in eggplant fruit

in Technical Advances in Plant Science

Yiying Zhang
Hairong Chen
Shan Deng
Qujiang Bai
Yu Zhang
Hong Zhao
Kun Liu
Yunxia Chu
Li Ren

Frontiers in Plant Science

doi 10.3389/fpls.2025.1689896

323 views

Review

Published on 10 Dec 2025

AI-driven advances in plant biotechnology: sharpening the edge of plant tissue culture and genome editing

in Technical Advances in Plant Science

Muralikrishna Narra
Anamika Ray
Brittany Polley
Hui Yang
Pankaj K. Bhowmik

Frontiers in Plant Science

doi 10.3389/fpls.2025.1718810

904 views

Brief Research Report

Accepted on 09 Dec 2025

Mortality of apricot rootstocks and scions

in Technical Advances in Plant Science

Edina Mendelné Pászti
Geza Bujdoso
Gideon Sikwah Narteh
Zoltán Szabó
Ákos Mendel

Frontiers in Plant Science

Review

Accepted on 09 Dec 2025

Strategic Valorization of Invasive Alien Plants: A Bioeconomic Review for Sustainable Product Development

in Technical Advances in Plant Science

Pragati Babarao Patil
M. P. Divya
K. T. Parthiban
A. Balasubramanian
S. Varadha Raj
R. Ravi
Ashick Rajah R

Frontiers in Plant Science

134 views

Perspective

Accepted on 08 Dec 2025

Leveraging sensor technologies for seed phenotyping by gene-banks

in Technical Advances in Plant Science

Kioumars Ghamkhar
David Rousseau

Frontiers in Plant Science

Original Research

Accepted on 08 Dec 2025

Crop GraphRAG: Pest and Disease Knowledge Base Q&A System for Sustainable Crop Protection

in Technical Advances in Plant Science

Hao Wu
Nengfu Xie
Xiaoli Wang
Jing-Chao Fan
Yonglei Li
Meng Zhibo

Frontiers in Plant Science

171 views

Original Research

Accepted on 05 Dec 2025

Efficient Recovery and DNA Extraction for Algae-Associated Microbial Communities

in Technical Advances in Plant Science

Elizaveta Chevokina
Daria Sibiryakina
Andrey Sobolev
Darya Slonova
Alina Demkina
Daria Yurikova
Alina Galivondzhyan
Olga Konovalova
Dmitry Sutormin
Artem Isaev

Frontiers in Plant Science

202 views

Correction

Accepted on 05 Dec 2025

Correction: 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

135 views

Review

Accepted on 05 Dec 2025

Advances in Rice Seedling Cultivation Techniques in China: A Comprehensive Review

in Technical Advances in Plant Science

Xiaolian Yang
Chuan Zhao
Guoliang Li
Jiangtao Li

Frontiers in Plant Science

167 views

Original Research

Accepted on 05 Dec 2025

Vertical Farming of Hardy Nursery Stock: LED-Driven Propagation Strategies Compared with Industry Practice

in Technical Advances in Plant Science

Kami Baghalian
Ruvini Ranasingha-Hetti

Frontiers in Plant Science

Original Research

Published on 04 Dec 2025

LBS-YOLO: a lightweight model for strawberry ripeness detection

in Technical Advances in Plant Science

Haitao Fu
Xueying Li
Zheng Li
Li Zhu
Yuxuan Feng

Frontiers in Plant Science

doi 10.3389/fpls.2025.1715263

586 views

Original Research

Published on 04 Dec 2025

Spatio-temporal time series forecasting with trap catch data of oriental fruit moth (Grapholita molesta) in peach (Prunus persica) orchards in South Korea

in Technical Advances in Plant Science

Steven Kim
Seong Heo

Frontiers in Plant Science

doi 10.3389/fpls.2025.1698144

584 views

Original Research

Published on 03 Dec 2025

ECS-tea: a bio-inspired high-precision detection and localization algorithm for young shoots of Pu-erh tea

in Technical Advances in Plant Science

Jianchao Wang
Wei Li
Jing Xu
Hailong Ti
Chenxi Jiang
Hongsen Liao
Jianlong Li
Quyun Li

Frontiers in Plant Science

doi 10.3389/fpls.2025.1697209

745 views

Original Research

Published on 02 Dec 2025

EcoBOT: an AI/ML enabled automated phenotyping capability for model plants

in Technical Advances in Plant Science

Peter F. Andeer
Petrus H. Zwart
Daniela Ushizima
Marcus M. Noack
Lloyd T. Cornmesser
Thomas M. Vess
Zineb Sordo
Stephen Tan
Joseph Zorzi
Chelsea Hernandez

Frontiers in Plant Science

doi 10.3389/fpls.2025.1633557

769 views

Methods

Published on 01 Dec 2025

Exploiting adversarial style for generalized and robust weed segmentation in rice paddy field

in Technical Advances in Plant Science

Yaoxuan Zhang
Hao Cai
Jiahui Ye
Fubin Pan
Shuanglong Wu
Bob Zhang
Long Qi
Ruijun Ma

Frontiers in Plant Science

doi 10.3389/fpls.2025.1703811

477 views

Original Research

Published on 01 Dec 2025

Three dimensional visualization of subcellular and suborganellar structures in near-native plant cells by synchrotron soft X-ray tomography

in Technical Advances in Plant Science

Mo Da-Sang Hua
Yi-Hung Lin
Chia-Chun Hsieh
Chang-Lin Chen
Zi-Jing Lin

Frontiers in Plant Science

doi 10.3389/fpls.2025.1705667

894 views

Methods

Published on 01 Dec 2025

ALNet: towards real-time and accurate maize row detection via anchor-line network

in Technical Advances in Plant Science

Bofeng Feng
Qingliang He
Yun Hu
Hao Cai
Dongyu Luo
Zhiye Shen
Bob Zhang
Long Qi
Ruijun Ma

Frontiers in Plant Science

doi 10.3389/fpls.2025.1706596

458 views

1,652 articles

articles

Multispectral UAV imaging and machine learning for estimating wheat nitrogen nutrition index

PtBGL: a cost-effective alternative to GUS reporter with applications in plant imprint dyeing

A precise berry counting method for in-cluster grapes to guide berry thinning

YOLO-RSTS: A Precise Segmentation Model for Detecting Preservative and Stimulant Spraying Regions on Rubber Trees

ViTKAB: an efficient deep learning network for cotton leaf disease identification

Research on cabbage transplanting status detection and operation quality evaluation in complex environments based on improved YOLOv10-TQ and DeepSort

Lightweight MSW-YOLOv8n-Seg: The Instance Segmentation of Maturity on Cherry Tomato with Improved YOLOv8n-Seg

Integrating phenotypic analyses and color parameters: a multidimensional framework for precise color characterization in eggplant fruit

AI-driven advances in plant biotechnology: sharpening the edge of plant tissue culture and genome editing

Mortality of apricot rootstocks and scions

Strategic Valorization of Invasive Alien Plants: A Bioeconomic Review for Sustainable Product Development

Leveraging sensor technologies for seed phenotyping by gene-banks

Crop GraphRAG: Pest and Disease Knowledge Base Q&A System for Sustainable Crop Protection

Efficient Recovery and DNA Extraction for Algae-Associated Microbial Communities

Correction: Enhancing Buckwheat Maturity Classification with Generative Adversarial Networks for Spectroscopy Data Augmentation

Advances in Rice Seedling Cultivation Techniques in China: A Comprehensive Review

Vertical Farming of Hardy Nursery Stock: LED-Driven Propagation Strategies Compared with Industry Practice

LBS-YOLO: a lightweight model for strawberry ripeness detection

Spatio-temporal time series forecasting with trap catch data of oriental fruit moth (Grapholita molesta) in peach (Prunus persica) orchards in South Korea

ECS-tea: a bio-inspired high-precision detection and localization algorithm for young shoots of Pu-erh tea

EcoBOT: an AI/ML enabled automated phenotyping capability for model plants

Exploiting adversarial style for generalized and robust weed segmentation in rice paddy field

Three dimensional visualization of subcellular and suborganellar structures in near-native plant cells by synchrotron soft X-ray tomography

ALNet: towards real-time and accurate maize row detection via anchor-line network