Frontiers in Plant Science | Technical Advances in Plant Science

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

509 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

315 views

Original Research

Accepted on 03 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

175 views

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

365 views

Original Research

Accepted on 02 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

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

579 views

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

974 views

Original Research

Accepted on 30 May 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

154 views

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

496 views

Original Research

Accepted on 29 May 2025

Corn variety identification based on improved EfficientNet lightweight neural network

in Technical Advances in Plant Science

Jinpu Xu
Jinhao Lan
Guangjie Lü
Dexin Ma

Frontiers in Plant Science

doi 10.3389/fpls.2025.1603073

138 views

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

581 views

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

678 views

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

577 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

606 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

772 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

829 views