Frontiers in Plant Science | Technical Advances in Plant Science

Original Research

Published on 05 Aug 2025

Assessing leaf nitrogen concentration in rice using RGB imaging: a comparative study at leaf, canopy, and plot scales

in Technical Advances in Plant Science

Haixiao Ge
Gaoqiang Lv
Yang Qin
Min Shen

Frontiers in Plant Science

doi 10.3389/fpls.2025.1599177

1,833 views

Original Research

Published on 05 Aug 2025

Automatic fused multimodal deep learning for plant identification

in Technical Advances in Plant Science

Alfreds Lapkovskis
Natalia Nefedova
Ali Beikmohammadi

Frontiers in Plant Science

doi 10.3389/fpls.2025.1616020

2,789 views
1 citation

Correction

Published on 01 Aug 2025

Correction: 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 J. Hawkesford
Bruno Gérard

Frontiers in Plant Science

doi 10.3389/fpls.2025.1664228

882 views

Original Research

Published on 31 Jul 2025

Analyses of crop yield dynamics and the development of a multimodal neural network prediction model with G×E×M interactions

in Technical Advances in Plant Science

Saiara Samira Sajid
Zahra Khalilzadeh
Lizhi Wang
Guiping Hu

Frontiers in Plant Science

doi 10.3389/fpls.2025.1537990

1,623 views
1 citation

Original Research

Published on 30 Jul 2025

ALD-YOLO: a lightweight attention detection model for apple leaf diseases

in Technical Advances in Plant Science

Hong Deng
Yiyi Chen
Yilu Xu

Frontiers in Plant Science

doi 10.3389/fpls.2025.1616224

1,921 views
3 citations

Original Research

Published on 25 Jul 2025

Genetic transformation of Primula sieboldii using Agrobacterium rhizogenes and whole-plant regeneration from transgenic hairy roots

in Technical Advances in Plant Science

Karol Gad
Cuong Nguyen Huu
Sylvia Plaschil
Christian Kappel
Michael Lenhard

Frontiers in Plant Science

doi 10.3389/fpls.2025.1623387

3,445 views

Original Research

Published on 25 Jul 2025

Construction and interpretation of tobacco leaf position discrimination model based on interpretable machine learning

in Technical Advances in Plant Science

Ranran Kou
Cong Wang
Jinxia Liu
Ran Wan
Zhe Jin
Le Zhao
Youjie Liu
Junwei Guo
Feng Li
Hongbo Wang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1619380

1,755 views
1 citation

Original Research

Published on 25 Jul 2025

Integrating PROSPECT-D physics and adversarial domain adaptation resnet for robust cross-ecosystem plant traits estimation

in Technical Advances in Plant Science

Hui Zhang
Haoxuan Su
Tie Shen
Guangyao Sun
Qi Wang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1612430

1,636 views
1 citation

Original Research

Published on 24 Jul 2025

A detection method for synchronous recognition of string tomatoes and picking points based on keypoint detection

in Technical Advances in Plant Science

Linqiang Deng
Rongting Ma
BaoFan Chen
Guozhu Song

Frontiers in Plant Science

doi 10.3389/fpls.2025.1614881

1,753 views
1 citation

Original Research

Published on 22 Jul 2025

A dual-task segmentation network based on multi-head hierarchical attention for 3D plant point cloud

in Technical Advances in Plant Science

Dan Pan
Baijing Liu
Lin Luo
An Zeng
Yuting Zhou
Kaixin Pan
Zhiheng Xian
Yulun Xian
Licheng Liu

Frontiers in Plant Science

doi 10.3389/fpls.2025.1610443

1,929 views
1 citation

Original Research

Published on 22 Jul 2025

Simulation of strawberry yield using dry matter distribution based on the potential growth of the sink–source organs

in Technical Advances in Plant Science

Tomomi Sugiyama
Yusuke Kakei
Yasunaga Iwasaki
Atsushi Oda
Masahide Isozaki

Frontiers in Plant Science

doi 10.3389/fpls.2025.1544735

2,184 views

Original Research

Published on 21 Jul 2025

DLML-PC: an automated deep learning and metric learning approach for precise soybean pod classification and counting in intact plants

in Technical Advances in Plant Science

Yixin Guo
Jinchao Pan
Xueying Wang
Hong Deng
Mingliang Yang
Enliang Liu
Qingshan Chen
Rongsheng Zhu

Frontiers in Plant Science

doi 10.3389/fpls.2025.1583526

1,822 views
1 citation

Original Research

Published on 18 Jul 2025

Orchard variable-rate spraying method integrating GNSS and wind-excited audio-conducted leaf area density

in Technical Advances in Plant Science

Hangxing Zhao
Shenghui Yang
Wenwei Li
Han Feng
Shijie Jiang
Weihong Liu
Jingbin Li
Yongjun Zheng
Songchao Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1621080

1,868 views

Original Research

Published on 18 Jul 2025

Integrating Raman spectroscopy and optical meters for nitrogen management in broccoli seedlings

in Technical Advances in Plant Science

Lorenza Tuccio
Sonia Cacini
Giulia Arati
Carmelo Distefano
Silvia Traversari
Giacomo Fontanelli
Gina Rosalinda De Nicola
Paolo Matteini

Frontiers in Plant Science

doi 10.3389/fpls.2025.1613503

1,700 views

Original Research

Published on 17 Jul 2025

Decision support system for Lespedeza cuneata production and quality evaluation: a WebGIS dashboard approach to precision agriculture

in Technical Advances in Plant Science

Sudhanshu S. Panda
Aftab Siddique
Thomas H. Terrill
Ajit K. Mahapatra
Eric Morgan
Andres A. Pech-Cervantes
Jan A. van Wyk

Frontiers in Plant Science

doi 10.3389/fpls.2025.1520163

2,126 views
1 citation

Original Research

Published on 11 Jul 2025

Development of a handheld chlorophyll content detector on wheat and maize leaves based on RGB sensor

in Technical Advances in Plant Science

Weidong Pan
Heng Ma
Rui Wang
Hongrui Wang
Dong Wang
Wenchuan Guo
Xiangkai Guo

Frontiers in Plant Science

doi 10.3389/fpls.2025.1606413

2,043 views

Original Research

Published on 10 Jul 2025

GrotUNet: a novel leaf segmentation method

in Technical Advances in Plant Science

Hongfei Deng
Bin Wen
Cheng Gu
Yingjie Fan

Frontiers in Plant Science

doi 10.3389/fpls.2025.1378958

1,019 views

Original Research

Published on 08 Jul 2025

Ta-YOLO: overcoming target blocked challenges in greenhouse tomato detection and counting

in Technical Advances in Plant Science

Yun Zhao
Yijia Chen
Xing Xu
Yong He
Hao Gan
Na Wu
Zhechen Wang
Xi Sun
Yali Wang
Petr Skobelev

Frontiers in Plant Science

doi 10.3389/fpls.2025.1618214

2,470 views
1 citation

Original Research

Published on 08 Jul 2025

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

doi 10.3389/fpls.2025.1604088

1,748 views
1 citation

Original Research

Published on 07 Jul 2025

EdgeSugarcane: a lightweight high-precision method for real-time sugarcane node detection in edge computing environments

in Technical Advances in Plant Science

Zhenhui Zheng
Lijiao Wei
Kangmin Lin
Weihua Huang
Shuo Wang
Dongjie Du
Tao Wu

Frontiers in Plant Science

doi 10.3389/fpls.2025.1626725

1,818 views
1 citation

Review

Published on 07 Jul 2025

A review of ultrasound monitoring applications in agriculture

in Technical Advances in Plant Science

Muhammad Awais Sattar
Dina Shona Laila

Frontiers in Plant Science

doi 10.3389/fpls.2025.1620868

4,709 views
1 citation

Editorial

Published on 03 Jul 2025

Editorial: Leveraging phenotyping and crop modeling in smart agriculture

in Technical Advances in Plant Science

Ting Sun
Liujun Xiao
Syed Tahir Ata-Ul-Karim
Yuntao Ma
Wenyu Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1626622

3,765 views
1 citation

Original Research

Published on 27 Jun 2025

Rose-Mamba-YOLO: an enhanced framework for efficient and accurate greenhouse rose monitoring

in Technical Advances in Plant Science

Sicheng You
Boheng Li
Yijia Chen
Zhiyan Ren
Yongying Liu
Qingyang Wu
Jianghan Tao
Zhijie Zhang
Chenyu Zhang
Feng Xue

Frontiers in Plant Science

doi 10.3389/fpls.2025.1607582

2,887 views
5 citations

Original Research

Published on 23 Jun 2025

A computer vision approach for quantifying leaf shape of maize (Zea mays L.) and simulating its impact on light interception

in Technical Advances in Plant Science

Dina Otto
Sebastian Munz
Emir Memic
Jens Hartung
Simone Graeff-Hönninger

Frontiers in Plant Science

doi 10.3389/fpls.2025.1521242

1,806 views
1 citation

1,653 articles

articles

Assessing leaf nitrogen concentration in rice using RGB imaging: a comparative study at leaf, canopy, and plot scales

Automatic fused multimodal deep learning for plant identification

Correction: Optimizing Mask R-CNN for enhanced quinoa panicle detection and segmentation in precision agriculture

Analyses of crop yield dynamics and the development of a multimodal neural network prediction model with G×E×M interactions

ALD-YOLO: a lightweight attention detection model for apple leaf diseases

Genetic transformation of Primula sieboldii using Agrobacterium rhizogenes and whole-plant regeneration from transgenic hairy roots

Construction and interpretation of tobacco leaf position discrimination model based on interpretable machine learning

Integrating PROSPECT-D physics and adversarial domain adaptation resnet for robust cross-ecosystem plant traits estimation

A detection method for synchronous recognition of string tomatoes and picking points based on keypoint detection

A dual-task segmentation network based on multi-head hierarchical attention for 3D plant point cloud

Simulation of strawberry yield using dry matter distribution based on the potential growth of the sink–source organs

DLML-PC: an automated deep learning and metric learning approach for precise soybean pod classification and counting in intact plants

Orchard variable-rate spraying method integrating GNSS and wind-excited audio-conducted leaf area density

Integrating Raman spectroscopy and optical meters for nitrogen management in broccoli seedlings

Decision support system for Lespedeza cuneata production and quality evaluation: a WebGIS dashboard approach to precision agriculture

Development of a handheld chlorophyll content detector on wheat and maize leaves based on RGB sensor

GrotUNet: a novel leaf segmentation method

Ta-YOLO: overcoming target blocked challenges in greenhouse tomato detection and counting

Enhancing buckwheat maturity classification with generative adversarial networks for spectroscopy data augmentation

EdgeSugarcane: a lightweight high-precision method for real-time sugarcane node detection in edge computing environments

A review of ultrasound monitoring applications in agriculture

Editorial: Leveraging phenotyping and crop modeling in smart agriculture

Rose-Mamba-YOLO: an enhanced framework for efficient and accurate greenhouse rose monitoring

A computer vision approach for quantifying leaf shape of maize (Zea mays L.) and simulating its impact on light interception