Frontiers in Plant Science | Technical Advances in Plant Science

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

2,274 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

2,473 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

4,990 views
3 citations

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

1,953 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

2,160 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

2,693 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

2,729 views
1 citation

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

2,426 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

1,864 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

2,170 views

Original Research

Published on 15 Sep 2025

Swin-YOLO-SAM: a hybrid Transformer-based framework integrating Swin Transformer, YOLOv12, and SAM-2.1 for automated identification and segmentation of date palm leaf diseases

in Technical Advances in Plant Science

Ali Saeed Alzahrani
Abid Iqbal
Wisal Zafar
Ghassan Husnain

Frontiers in Plant Science

doi 10.3389/fpls.2025.1666374

3,950 views
1 citation

Original Research

Published on 15 Sep 2025

Deep learning-based approach for phenotypic trait extraction and computation of tomato under varying water stress

in Technical Advances in Plant Science

Weiyue Yang
Jinshan Li
Yayang Feng
Xuemin Li
Rui Zheng
Xiulu Sun

Frontiers in Plant Science

doi 10.3389/fpls.2025.1660593

2,474 views

Original Research

Published on 12 Sep 2025

Transcriptomic and metabolomic analysis of yellow leaf mutant variation in Taxus cuspidata

in Technical Advances in Plant Science

Shuo Zhang
Duo Liu
Lihui Zhang
Yanwen Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1642681

1,951 views

Original Research

Published on 11 Sep 2025

YOLOv8-LBP: multi-scale attention enhanced YOLOv8 for ripe tomato detection and harvesting keypoint localization

in Technical Advances in Plant Science

Wang Yong
Xu Shunfa
Cheng Konghao

Frontiers in Plant Science

doi 10.3389/fpls.2025.1656381

2,191 views
1 citation

Original Research

Published on 09 Sep 2025

Estimating the full-period rice leaf area index using CNN-LSTM-Attention and multispectral images from unmanned aerial vehicles

in Technical Advances in Plant Science

Haixia Li
Liqin Yue
Shanjun Luo

Frontiers in Plant Science

doi 10.3389/fpls.2025.1636967

2,808 views
1 citation

Original Research

Published on 08 Sep 2025

Integrated smart farm system for Centella asiatica L. cultivation: development and assessment of multi-tier cultivation effects on bioactive compound production

in Technical Advances in Plant Science

Hyeonbyeong Lee
Jeonghyun Baek
Donghyuk Im
Jeongwook Heo
Taehyun Kim

Frontiers in Plant Science

doi 10.3389/fpls.2025.1646310

2,807 views

Original Research

Published on 08 Sep 2025

Field-deployable lightweight YOLOv8n for real-time detection and counting of Maize seedlings using UAV RGB imagery

in Technical Advances in Plant Science

Pengbo Feng
Zhigang Nie
Guang Li

Frontiers in Plant Science

doi 10.3389/fpls.2025.1639533

2,429 views

Original Research

Published on 05 Sep 2025

Tackling the long-tailed challenge of greenhouse tomato cultivation cycles recognition: a sub-group guided, multi-expert lightweight framework

in Technical Advances in Plant Science

Ruochen Zhang
Jingxin Yu
Lin Han
Huankang Cui
Lichun Wang
Fan Xu
Xiaoming Wei

Frontiers in Plant Science

doi 10.3389/fpls.2025.1571853

1,865 views

Original Research

Published on 04 Sep 2025

Innovative opportunities for gene editing technology in crop breeding: from the perspective of literature analysis

in Technical Advances in Plant Science

Hui Zhang
Ru Yao
Qian Jia
Shijie Qi
Ying He
Jingjuan Zhao
Limin Chuan

Frontiers in Plant Science

doi 10.3389/fpls.2025.1636024

3,412 views

Original Research

Published on 03 Sep 2025

Cherry-Net: real-time segmentation algorithm of cherry maturity based on improved PIDNet

in Technical Advances in Plant Science

Jie Cui
Lilian Zhang
Lutao Gao
Chunhui Bai
Linnan Yang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1607205

2,192 views
2 citations

Original Research

Published on 02 Sep 2025

A field rice panicle detection model based on improved YOLOv11x

in Technical Advances in Plant Science

Yuzhu Luo
Xinyu Li
Bing Bai
Xiaoyu Yu
Yu Wang
Zuobin Ma
Liying Zhang
Xiuyuan Peng

Frontiers in Plant Science

doi 10.3389/fpls.2025.1656505

2,326 views
1 citation

Original Research

Published on 01 Sep 2025

Raman spectroscopy for agricultural applications

in Technical Advances in Plant Science

Isaac D. Juárez
Dmitry Kurouski

Frontiers in Plant Science

doi 10.3389/fpls.2025.1607036

2,204 views

Original Research

Published on 29 Aug 2025

Research on persimmon fruit diameter accurate detection method based on improved RCNN instance segmentation algorithm

in Technical Advances in Plant Science

Yuan Fang
Yangyang Liu
Ya Feng
Yougen Chen
Haikun Jiang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1636727

1,554 views
2 citations

Editorial

Published on 28 Aug 2025

Editorial: Emerging sustainable and green technologies for improving agricultural production

in Technical Advances in Plant Science

Ruonan Ma
Hangbo Xu
Libin Zhou
Gyungsoon Park
Zhen Jiao

Frontiers in Plant Science

doi 10.3389/fpls.2025.1678701

2,289 views

1,686 articles

articles

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

Swin-YOLO-SAM: a hybrid Transformer-based framework integrating Swin Transformer, YOLOv12, and SAM-2.1 for automated identification and segmentation of date palm leaf diseases

Deep learning-based approach for phenotypic trait extraction and computation of tomato under varying water stress

Transcriptomic and metabolomic analysis of yellow leaf mutant variation in Taxus cuspidata

YOLOv8-LBP: multi-scale attention enhanced YOLOv8 for ripe tomato detection and harvesting keypoint localization

Estimating the full-period rice leaf area index using CNN-LSTM-Attention and multispectral images from unmanned aerial vehicles

Integrated smart farm system for Centella asiatica L. cultivation: development and assessment of multi-tier cultivation effects on bioactive compound production

Field-deployable lightweight YOLOv8n for real-time detection and counting of Maize seedlings using UAV RGB imagery

Tackling the long-tailed challenge of greenhouse tomato cultivation cycles recognition: a sub-group guided, multi-expert lightweight framework

Innovative opportunities for gene editing technology in crop breeding: from the perspective of literature analysis

Cherry-Net: real-time segmentation algorithm of cherry maturity based on improved PIDNet

A field rice panicle detection model based on improved YOLOv11x

Raman spectroscopy for agricultural applications

Research on persimmon fruit diameter accurate detection method based on improved RCNN instance segmentation algorithm

Editorial: Emerging sustainable and green technologies for improving agricultural production