Frontiers in Plant Science | Technical Advances in Plant Science

Original Research

Accepted on 25 Apr 2025

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.2025.1472688

Original Research

Accepted on 25 Apr 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

Original Research

Accepted on 22 Apr 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 Picon
Itziar Egusquiza
Ramon Navarra
Andoni Elola
Arantza Bereciartua-Perez

Frontiers in Plant Science

doi 10.3389/fpls.2025.1546756

115 views

Original Research

Accepted on 22 Apr 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

Methods

Accepted on 22 Apr 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

Original Research

Accepted on 21 Apr 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

105 views

Review

Accepted on 18 Apr 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

344 views

Original Research

Accepted on 18 Apr 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
Wei Gong
Lu Xu
Chenxi Liu

Frontiers in Plant Science

doi 10.3389/fpls.2025.1561826

261 views

Original Research

Accepted on 16 Apr 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 Golinska

Frontiers in Plant Science

doi 10.3389/fpls.2025.1494741

110 views

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

488 views

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

369 views

Original Research

Accepted on 14 Apr 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

136 views

Original Research

Accepted on 14 Apr 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

113 views

Original Research

Accepted on 10 Apr 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

Original Research

Accepted on 09 Apr 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

160 views

Methods

Accepted on 09 Apr 2025

Early Detection of Citrus Huanglongbing by UAV Remote Sensing Based on MGA-UNet

in Technical Advances in Plant Science

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

Frontiers in Plant Science

doi 10.3389/fpls.2025.1503645

130 views