Frontiers in Plant Science | Technical Advances in Plant Science

Original Research

Published on 21 Oct 2025

Automatic detection and counting of wheat seedling based on unmanned aerial vehicle images

in Technical Advances in Plant Science

Hecang Zang
Yanjing Wang
Yilong Peng
Shaoyu Han
Qing Zhao
Jie Zhang
Guoqiang Li

Frontiers in Plant Science

doi 10.3389/fpls.2025.1665672

982 views

Original Research

Published on 20 Oct 2025

Enhancing early-season soybean identification through optical and SAR time-series integration

in Technical Advances in Plant Science

Hongchi Zhang
Dailiang Peng
Changyong Dou
Zihang Lou
Xiaoyang Zhang
Le Yu
Kaishan Song
Yaqiong Zhang
Jinkang Hu
Shijun Zheng

Frontiers in Plant Science

doi 10.3389/fpls.2025.1656628

1,311 views

Original Research

Published on 17 Oct 2025

Impact of shorter picking intervals on the storability and postharvest quality of rabbiteye blueberries cv. ‘Brightwell’

in Technical Advances in Plant Science

Amit Godara
Zilfina Rubio Ames
Angelos Deltsidis

Frontiers in Plant Science

doi 10.3389/fpls.2025.1683940

1,614 views

Original Research

Published on 16 Oct 2025

Design and experiment of miss-seeding detection and preparatory seed scraper-belt compensation mechanism based on improved YOLOv5s for potato seed-metering devices

in Technical Advances in Plant Science

Hongling Li
Hua Zhang
Xiaolong Liu
Hui Li
Shangyun Jia
Wei Sun
Guanping Wang
Quan Feng
Sen Yang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1686174

1,158 views

Original Research

Published on 15 Oct 2025

Intelligent grading of sugarcane leaf disease severity by integrating physiological traits with the SSA-XGBoost algorithm

in Technical Advances in Plant Science

Xinrui Wang
Jihong Sun
Peng Tian
Mengyao Wu
Jiawei Zhao
Jiangquan Chen
Ye Qian
Canyu Wang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1698808

1,428 views

Original Research

Published on 14 Oct 2025

YOLO-Citrus: a lightweight and efficient model for citrus leaf disease detection in complex agricultural environments

in Technical Advances in Plant Science

Wanmei Feng
Junyu Liu
Zhen Li
Shilei Lyu

Frontiers in Plant Science

doi 10.3389/fpls.2025.1668036

1,800 views

Perspective

Published on 14 Oct 2025

Prospects for using plant-based biomass in the construction of bio-based houses

in Technical Advances in Plant Science

Francesco Pancaldi
Martien van den Oever
Rommie van der Weide
Sven van Baren
Sanabel Abdulbawab
Sabine van Rooij
Michael van Buuren
Marcel van der Voort
Arjen van Kampen
Luisa M. Trindade

Frontiers in Plant Science

doi 10.3389/fpls.2025.1697154

1,360 views

Editorial

Published on 13 Oct 2025

Editorial: Agricultural innovation in the age of climate change: a 4.0 approach

in Technical Advances in Plant Science

Angelo Cardellicchio
Vito Renò
Carmela Rosaria Guadagno
Francesco Cellini
Chiara Amitrano

Frontiers in Plant Science

doi 10.3389/fpls.2025.1715677

663 views

Original Research

Published on 13 Oct 2025

Research on cotton plant type identification method based on multidimensional vision

in Technical Advances in Plant Science

Ying Liu
Bo Liu
Weihua Fu
Jiajie Yang
Xiaotong Zheng
Xiantao Ai
Xiaojuan Li

Frontiers in Plant Science

doi 10.3389/fpls.2025.1610577

1,713 views

Original Research

Published on 13 Oct 2025

New-generation rice seed germination assessment: high efficiency and flexibility via SeedRuler web-based platform

in Technical Advances in Plant Science

Zeyu Hou
Jinfeng Zhao
Sheng Dai
Jiawen Yang
Yan Ma
Ming Gong

Frontiers in Plant Science

doi 10.3389/fpls.2025.1671998

1,509 views

Original Research

Published on 10 Oct 2025

Application of real-time detection transformer based on convolutional block attention module and grouped convolution in maize seedling

in Technical Advances in Plant Science

Yunlong Wu
Shouqi Yuan
Yue Tang
Lingdi Tang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1672746

1,303 views

Original Research

Published on 09 Oct 2025

BranchMatch: point cloud registration for individual apple trees with limited overlap based on local structure characteristics

in Technical Advances in Plant Science

Ning Wang
Yuheng Cao
Kai Zhang
Shuting Xu
Ruifang Dong
Feng Kang
Man Zhang
Bojia Chi
Yanlong Miao
Yaxiong Wang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1616611

2,038 views

Original Research

Published on 08 Oct 2025

SE-enhanced 1-D CNN with full-band hyperspectral imaging for rapid and accurate maize seed variety classification

in Technical Advances in Plant Science

Linzhe Zhang
Chengzhong Liu
Junying Han
Kai Sun
Yongqiang Feng

Frontiers in Plant Science

doi 10.3389/fpls.2025.1587845

1,760 views

Original Research

Published on 08 Oct 2025

Computer vision-based steering path visualization of headlands in soybean fields

in Technical Advances in Plant Science

Yuyang Ren
Bo Zhang
Yang Li
Changhai Chen
Wenxiao Li
Yongcai Ma

Frontiers in Plant Science

doi 10.3389/fpls.2025.1673567

1,084 views

Original Research

Published on 01 Oct 2025

Early detection and severity classification of verticillium wilt in cotton stems using Raman spectroscopy and machine learning

in Technical Advances in Plant Science

Xuanzhang Wang
Jianan Chi
Xiao Zhang
Guangshuai Lu
Xuan Li
Chunli Wang
Lijun Wang
Nannan Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1649295

1,697 views

Original Research

Published on 01 Oct 2025

Unveiling the complete organelle genomes of Gypsophila vaccaria: de novo assembly and evolutionary insights into a medicinally important species

in Technical Advances in Plant Science

Chaoqiang Zhang
Ruifeng Yang
Mengyue Wang
Jiayin Zhang
Jingting Shen
Bin Yang
Dongzhi Zhang
Liang Yin
Xiaoming Wang
Chien-Hsun Huang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1684062

2,143 views

Original Research

Published on 30 Sep 2025

Accurate plant 3D reconstruction and phenotypic traits extraction via stereo imaging and multi-view point cloud alignment

in Technical Advances in Plant Science

Zhencan Wang
Huichun Zhang
Liming Bian
Lei Zhou
Yufeng Ge

Frontiers in Plant Science

doi 10.3389/fpls.2025.1642388

3,550 views

Original Research

Published on 30 Sep 2025

CNATNet: a convolution-attention hybrid network for safflower classification

in Technical Advances in Plant Science

Pengwei Ma
Nan Lian
Leilei Dong
Yunchen Luo
Zheng Sun
Yuanjiao Zhu
Zefang Chen
Jie Zhou

Frontiers in Plant Science

doi 10.3389/fpls.2025.1639269

1,671 views

Original Research

Published on 30 Sep 2025

Workflow for efficiently isolating microspore cultures of different rice genotypes by optimizing the callus induction medium

in Technical Advances in Plant Science

Zhiwei Chen
Guimei Guo
Shuwei Zhang
Ting He
Shiji Feng
Chenghong Liu
Yu Wang
Longhua Zhou

Frontiers in Plant Science

doi 10.3389/fpls.2025.1662463

1,844 views

Original Research

Published on 26 Sep 2025

Estimation of regional-scale maize plant nitrogen content based on multi-source remote sensing data

in Technical Advances in Plant Science

Jixuan Yan
Yayu Wang
Zichen Guo
Wenning Wang
Yinshan Ma
Jie Li
Xiangdong Yao
Qiang Li
Kejing Cheng
Guang Li

Frontiers in Plant Science

doi 10.3389/fpls.2025.1669170

2,032 views
1 citation

Original Research

Published on 24 Sep 2025

Enhanced-RICAP: a novel data augmentation strategy for improved deep learning-based plant disease identification and mobile diagnosis

in Technical Advances in Plant Science

Mamadou Bailo Diallo
Yue Li
Okafor Sylevester Chukwuka
Solomon Boamah
Yuhong Gao
Mohamed Meyer Kana Kone
Gelebo Rocho
Linjing Wei

Frontiers in Plant Science

doi 10.3389/fpls.2025.1646611

2,138 views

Original Research

Published on 23 Sep 2025

CGA-ASNet: an RGB-D amodal segmentation network for restoring occluded tomato regions

in Technical Advances in Plant Science

Zhaoyang Li
Yong Yin
Zhihong Xing
Hanbing Deng

Frontiers in Plant Science

doi 10.3389/fpls.2025.1664718

2,023 views

Original Research

Published on 18 Sep 2025

Non-destructive estimation of SPAD and biomass in Lamiophlomis rotata using hyperspectral imaging and deep learning with DRSA-CARS feature selection

in Technical Advances in Plant Science

Xuemei Wu
Liwen Zhong
Rong Ding
Chenghui Wang
Hongchuan Chen
Shihong Zhong
Rui Gu

Frontiers in Plant Science

doi 10.3389/fpls.2025.1640779

1,539 views

Original Research

Published on 15 Sep 2025

Research on detection and counting method of wheat ears in the field based on YOLOv11-EDS

in Technical Advances in Plant Science

Jinai Li
Zongshuai Wang
Xiubin Luo
Bo Feng
Kuijie Gong
Xia Zhang
Jiye Zheng

Frontiers in Plant Science

doi 10.3389/fpls.2025.1672425

1,715 views

1,652 articles

articles

Automatic detection and counting of wheat seedling based on unmanned aerial vehicle images

Enhancing early-season soybean identification through optical and SAR time-series integration

Impact of shorter picking intervals on the storability and postharvest quality of rabbiteye blueberries cv. ‘Brightwell’

Design and experiment of miss-seeding detection and preparatory seed scraper-belt compensation mechanism based on improved YOLOv5s for potato seed-metering devices

Intelligent grading of sugarcane leaf disease severity by integrating physiological traits with the SSA-XGBoost algorithm

YOLO-Citrus: a lightweight and efficient model for citrus leaf disease detection in complex agricultural environments

Prospects for using plant-based biomass in the construction of bio-based houses

Editorial: Agricultural innovation in the age of climate change: a 4.0 approach

Research on cotton plant type identification method based on multidimensional vision

New-generation rice seed germination assessment: high efficiency and flexibility via SeedRuler web-based platform

Application of real-time detection transformer based on convolutional block attention module and grouped convolution in maize seedling

BranchMatch: point cloud registration for individual apple trees with limited overlap based on local structure characteristics

SE-enhanced 1-D CNN with full-band hyperspectral imaging for rapid and accurate maize seed variety classification

Computer vision-based steering path visualization of headlands in soybean fields

Early detection and severity classification of verticillium wilt in cotton stems using Raman spectroscopy and machine learning

Unveiling the complete organelle genomes of Gypsophila vaccaria: de novo assembly and evolutionary insights into a medicinally important species

Accurate plant 3D reconstruction and phenotypic traits extraction via stereo imaging and multi-view point cloud alignment

CNATNet: a convolution-attention hybrid network for safflower classification

Workflow for efficiently isolating microspore cultures of different rice genotypes by optimizing the callus induction medium

Estimation of regional-scale maize plant nitrogen content based on multi-source remote sensing data

Enhanced-RICAP: a novel data augmentation strategy for improved deep learning-based plant disease identification and mobile diagnosis

CGA-ASNet: an RGB-D amodal segmentation network for restoring occluded tomato regions

Non-destructive estimation of SPAD and biomass in Lamiophlomis rotata using hyperspectral imaging and deep learning with DRSA-CARS feature selection

Research on detection and counting method of wheat ears in the field based on YOLOv11-EDS