Frontiers in Plant Science | Sustainable and Intelligent Phytoprotection

Original Research

Published on 03 Apr 2025

Real-time detection of Chinese cabbage seedlings in the field based on YOLO11-CGB

in Sustainable and Intelligent Phytoprotection

Hang Shi
Changxi Liu
Miao Wu
Hui Zhang
Hang Song
Hao Sun
Yufei Li
Jun Hu

Frontiers in Plant Science

doi 10.3389/fpls.2025.1558378

174 views

Original Research

Published on 03 Apr 2025

Fine-grained crop pest classification based on multi-scale feature fusion and mixed attention mechanisms

in Sustainable and Intelligent Phytoprotection

Yiheng Qian
Zhiyong Xiao
Zhaohong Deng

Frontiers in Plant Science

doi 10.3389/fpls.2025.1500571

138 views

Original Research

Published on 02 Apr 2025

VMamba for plant leaf disease identification: design and experiment

in Sustainable and Intelligent Phytoprotection

Hewei Zhang
Shengzhou Li
Jialong Xie
Zihan Chen
Jiyang Chen
Jianwen Guo

Frontiers in Plant Science

doi 10.3389/fpls.2025.1515021

250 views

Original Research

Accepted on 01 Apr 2025

Parameter design and experiment of rotary plate pineapple fruit picker

in Sustainable and Intelligent Phytoprotection

Jiangyi Qiu
Jieli Duan
Xue Zhong

Frontiers in Plant Science

doi 10.3389/fpls.2025.1575648

Editorial

Published on 01 Apr 2025

Editorial: Magnetobiology and chronobiology: new opportunities for smart phytoprotection

in Sustainable and Intelligent Phytoprotection

Guijun Wan
Gregory A. Sword
Juan Du
Qiuying Huang
Wenfeng Chen
Eric Warrant

Frontiers in Plant Science

doi 10.3389/fpls.2025.1594646

165 views

Original Research

Accepted on 31 Mar 2025

WMC-RTDETR：A Lightweight Tea Disease Detection Model

in Sustainable and Intelligent Phytoprotection

Youcheng Zhang
Jun Song
Xinjian Yu
Xingfu Ji

Frontiers in Plant Science

doi 10.3389/fpls.2025.1574920

Methods

Accepted on 31 Mar 2025

YOLO for Early Detection and Management of Tuta absoluta-Induced Tomato Leaf Diseases

in Sustainable and Intelligent Phytoprotection

Harisu Abdullahi Shehu
Aniebietabasi Ackley
Mark Marvellous
Ofem Eteng
Md. Haidar Sharif
Huseyin Kusetogullari

Frontiers in Plant Science

doi 10.3389/fpls.2025.1524630

Original Research

Accepted on 31 Mar 2025

TomaFDNet: A Multiscale Focused Diffusion-Based Model for Tomato Disease Detection

in Sustainable and Intelligent Phytoprotection

Rijun WANG
Yesheng Chen
Fulong Liang
Xiangwei Mou
Guanghao Zhang
Jin Hao

Frontiers in Plant Science

doi 10.3389/fpls.2025.1530070

Original Research

Published on 27 Mar 2025

Plant stem and leaf segmentation and phenotypic parameter extraction using neural radiance fields and lightweight point cloud segmentation networks

in Sustainable and Intelligent Phytoprotection

Gaofei Qiao
Zhibin Zhang
Bin Niu
Sijia Han
Enhui Yang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1491170

324 views

Original Research

Published on 27 Mar 2025

Deep learning-based target spraying control of weeds in wheat fields at tillering stage

in Sustainable and Intelligent Phytoprotection

Haiying Wang
Yu Chen
Shuo Zhang
Peijie Guo
Yuxiang Chen
Guangrui Hu
Yuxuan Ma

Frontiers in Plant Science

doi 10.3389/fpls.2025.1540722

330 views

Original Research

Published on 27 Mar 2025

Identification of rice leaf disease based on DepMulti-Net

in Sustainable and Intelligent Phytoprotection

Kui Hu
Xinying Zheng
Xinyao Su
Lei Wu
Yongmin Liu
Zhenhua Deng

Frontiers in Plant Science

doi 10.3389/fpls.2025.1522487

229 views

Original Research

Accepted on 24 Mar 2025

Detection of the Stem-Boring Damage by Pine Shoot Beetle (Tomicus spp.) to Yunan Pine (Pinus yunnanensis Franch.) Using UAV Hyperspectral Data

in Sustainable and Intelligent Phytoprotection

Mengying Liu
Guang-Yun Li
Lei Shi
Yaying Li
Huai Liu

Frontiers in Plant Science

doi 10.3389/fpls.2025.1514580

Original Research

Accepted on 24 Mar 2025

CCMVT : a Vison Transformer based wheat stripe rust severity Level classification network

in Sustainable and Intelligent Phytoprotection

Zhiliang Yuan
Ziyi Cheng
Dianqing Yang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1513041

Original Research

Accepted on 24 Mar 2025

A Recognition Model for Winter Peach Fruits Based on Improved ResNet and Multi-Scale Feature Fusion

in Sustainable and Intelligent Phytoprotection

Yan Li
Chunping Li
Tingting Zhu
Shurong Zhang
Li Liu
Zhanpeng Guan

Frontiers in Plant Science

doi 10.3389/fpls.2025.1545216

Original Research

Accepted on 24 Mar 2025

Deep Learning-Based Automated Classification of Medicinal Plants Using Leaf Images for Herbal Medicine Applications

in Sustainable and Intelligent Phytoprotection

G Sambasivam
G Prabu Kanna
Munesh Singh Chauhan
Sonam Gandotra
Yogesh Kumar

Frontiers in Plant Science

doi 10.3389/fpls.2025.1565409

Original Research

Accepted on 20 Mar 2025

High-throughput method for improving rice AGB estimation based on UAV multi-source remote sensing image feature fusion and ensemble learning

in Sustainable and Intelligent Phytoprotection

Jinpeng Li
Jinxuan Li
Dongxue Zhao
Qiang Cao
Yu Fenghua
Yingli Cao
Shuai Feng
Tongyu Xu

Frontiers in Plant Science

doi 10.3389/fpls.2025.1576212