Frontiers in Plant Science | Technical Advances in Plant Science

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

1,455 views
1 citation

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

5,092 views
2 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

1,409 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

1,506 views

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

2,294 views

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

1,139 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

2,274 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

3,358 views
2 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

6,513 views
2 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

3,885 views
4 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

2,197 views
1 citation

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

2,428 views
7 citations

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

2,403 views
1 citation

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

1,390 views

Original Research

Published on 22 May 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

1,833 views

Original Research

Published on 22 May 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

2,931 views
1 citation

Original Research

Published on 22 May 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 Golińska

Frontiers in Plant Science

doi 10.3389/fpls.2025.1494741

2,121 views
2 citations

Original Research

Published on 21 May 2025

High throughput assessment of blueberry fruit internal bruising using deep learning models

in Technical Advances in Plant Science

Chenjiao Tan
Changying Li
Penelope Perkins-Veazie
Heeduk Oh
Rui Xu
Massimo Iorizzo

Frontiers in Plant Science

doi 10.3389/fpls.2025.1575038

2,710 views
2 citations

Original Research

Published on 21 May 2025

Pose detection and localization of pineapple fruit picking based on improved litehrnet

in Technical Advances in Plant Science

Pinlan Chen
Bin Yan
Ganran Deng
Guojie Li
Zhende Cui
Shuang Zheng
Fengguang He
Ling Li
Xilin Wang
Sili Zhou

Frontiers in Plant Science

doi 10.3389/fpls.2025.1577312

1,961 views
1 citation

Original Research

Published on 20 May 2025

Establishment of efficient hypocotyl-derived protoplast isolation and its application in soybean (Glycine max [L.] Merr.)

in Technical Advances in Plant Science

Kihwan Kim
Junseop Shin
Jeong-Dong Lee
Won-Chan Kim

Frontiers in Plant Science

doi 10.3389/fpls.2025.1587927

2,578 views
3 citations

Original Research

Published on 19 May 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
Fangfang Qu
Wei Gong
Lu Xu
Chenxi Liu

Frontiers in Plant Science

doi 10.3389/fpls.2025.1561826

2,058 views
1 citation

Original Research

Published on 19 May 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

2,090 views

Original Research

Published on 15 May 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

1,311 views
1 citation

Original Research

Published on 15 May 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

2,180 views
1 citation

1,652 articles

articles

Corn variety identification based on improved EfficientNet lightweight neural network

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

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

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

Automated dynamic phenotyping of whole oilseed rape (Brassica napus) plants from images collected under controlled conditions

A fuzzy-optimized hybrid ensemble model for yield prediction in maize-soybean intercropping system

Pre-sowing grain treatment with bio-AgNPs stimulates plant growth and affects redox homeostasis in maize

High throughput assessment of blueberry fruit internal bruising using deep learning models

Pose detection and localization of pineapple fruit picking based on improved litehrnet

Establishment of efficient hypocotyl-derived protoplast isolation and its application in soybean (Glycine max [L.] Merr.)

Analyzing canopy structure effects based on LiDAR for GPP-SIF relationship and GPP estimation

Regulated the electrokinetic application of different plant growth stages and parameters enhance the economic extraction of soil heavy metals

Effects of genotype-by-environment and analysis of potential management interaction on vase life in cut lisianthus

Spectroscopic detection of cotton Verticillium wilt by spectral feature selection and machine learning methods