Frontiers in Plant Science | Technical Advances in Plant Science

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

2,433 views
1 citation

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

1,227 views
1 citation

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

2,843 views
2 citations

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

2,041 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

2,152 views
2 citations

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

5,852 views
3 citations

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

4,899 views
4 citations

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

3,881 views
8 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

2,160 views
1 citation

Original Research

Published on 19 Jun 2025

Corn variety identification based on improved EfficientNet lightweight neural network

in Technical Advances in Plant Science

Jinpu Xu
Jinhao Lan
Guangjie Lv
Dexin Ma

Frontiers in Plant Science

doi 10.3389/fpls.2025.1603073

1,812 views
2 citations

Original Research

Published on 19 Jun 2025

P4CN-YOLOv5s: a passion fruit pests detection method based on lightweight-improved YOLOv5s

in Technical Advances in Plant Science

Zhiping Tan
Dapeng Ye
Jiancong Wang
Wenxiang Wang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1612642

1,389 views
3 citations

Original Research

Published on 18 Jun 2025

Plant disease classification in the wild using vision transformers and mixture of experts

in Technical Advances in Plant Science

Zafar Salman
Abdullah Muhammad
Dongil Han

Frontiers in Plant Science

doi 10.3389/fpls.2025.1522985

6,969 views
5 citations

Original Research

Published on 16 Jun 2025

Comparative analysis of adaptive and general labeling methods for soybean leaf detection

in Technical Advances in Plant Science

Yuseok Jeong
Song Lim Kim
Thanh Tuan Thai
Anh Tuan Le
Chaewon Lee
Hyo Jun Bae
Inchan Choi
Sheikh Mansoor
Yong Suk Chung
Kyung-Hwan Kim

Frontiers in Plant Science

doi 10.3389/fpls.2025.1582303

1,657 views

Original Research

Published on 13 Jun 2025

Evaluation of ground based spectral imaging for real time maize biomass monitoring

in Technical Advances in Plant Science

Andrea Szabó
Nxumalo Gift Siphiwe
Erika Buday-Bódi
Blessing Ademola
János Tamás
Attila Nagy

Frontiers in Plant Science

doi 10.3389/fpls.2025.1566305

1,822 views
1 citation

Original Research

Published on 06 Jun 2025

Classification of maize seed hyperspectral images based on variable-depth convolutional kernels

in Technical Advances in Plant Science

Yating Hu
Hongchen Zhang
Changming Li
Qianfu Su
Wei Wang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1599231

2,799 views
1 citation

Original Research

Published on 04 Jun 2025

THz image recognition of moldy wheat based on multi-scale context and feature pyramid

in Technical Advances in Plant Science

Yuying Jiang
Xinyu Chen
Hongyi Ge
Xixi Wen
Mengdie Jiang
Yuan Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1490384

1,383 views
1 citation

Original Research

Published on 03 Jun 2025

Proteo-metabolomic analysis of fruits reveals molecular insights into variations among Italian Sweet Cherry (Prunus avium L.) accessions

in Technical Advances in Plant Science

Sabrina De Pascale
Antonio Dario Troise
Milena Petriccione
Angelina Nunziata
Danilo Cice
Elvira Ferrara
Andrea Scaloni
Anna Maria Salzano

Frontiers in Plant Science

doi 10.3389/fpls.2025.1591996

2,703 views

Original Research

Published on 02 Jun 2025

Estimation of plant leaf water content based on spectroscopy

in Technical Advances in Plant Science

Jiangtao Ji
Xinyi Lu
Hao Ma
Xin Jin
Shijie Jiang
Hongwei Cui
Xiaoxuan Lu
Yaqing Yang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1609650

4,156 views
3 citations

Original Research

Published on 02 Jun 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 J. Hawkesford
Bruno Gérard

Frontiers in Plant Science

doi 10.3389/fpls.2025.1472688

8,350 views
3 citations

Review

Published on 30 May 2025

Application of UAV remote sensing for vegetation identification: a review and meta-analysis

in Technical Advances in Plant Science

Baohua Chang
Fei Li
Yuncai Hu
Hang Yin
Zhenhua Feng
Liang Zhao

Frontiers in Plant Science

doi 10.3389/fpls.2025.1452053

4,937 views
5 citations

Original Research

Published on 26 May 2025

Study on the germination rate of maize seeds based on improved YOLOv8n model

in Technical Advances in Plant Science

Helong Yu
Jiayao Zhao
Chunguang Bi
Jing Chen
Ming Zhao

Frontiers in Plant Science

doi 10.3389/fpls.2025.1555440

2,772 views
2 citations

Original Research

Published on 23 May 2025

AHG-YOLO: multi-category detection for occluded pear fruits in complex orchard scenes

in Technical Advances in Plant Science

Na Ma
Yile Sun
Chenfei Li
Zonglin Liu
Haiyan Song

Frontiers in Plant Science

doi 10.3389/fpls.2025.1580325

3,131 views
9 citations

Original Research

Published on 23 May 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

1,755 views

Methods

Published on 23 May 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

2,904 views
1 citation

1,686 articles

articles

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

Corn variety identification based on improved EfficientNet lightweight neural network

P4CN-YOLOv5s: a passion fruit pests detection method based on lightweight-improved YOLOv5s

Plant disease classification in the wild using vision transformers and mixture of experts

Comparative analysis of adaptive and general labeling methods for soybean leaf detection

Evaluation of ground based spectral imaging for real time maize biomass monitoring

Classification of maize seed hyperspectral images based on variable-depth convolutional kernels

THz image recognition of moldy wheat based on multi-scale context and feature pyramid

Proteo-metabolomic analysis of fruits reveals molecular insights into variations among Italian Sweet Cherry (Prunus avium L.) accessions

Estimation of plant leaf water content based on spectroscopy

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

Application of UAV remote sensing for vegetation identification: a review and meta-analysis

Study on the germination rate of maize seeds based on improved YOLOv8n model

AHG-YOLO: multi-category detection for occluded pear fruits in complex orchard scenes

Location method of airborne plant disease source based on a non-local-interpolation algorithm

DeepD&Cchl: an AI tool for automated 3D single-cell chloroplast detection, counting, and cell type clustering