Frontiers in Plant Science | Sustainable and Intelligent Phytoprotection

Original Research

Published on 09 Apr 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

855 views

Original Research

Published on 08 Apr 2025

PD-YOLO: a novel weed detection method based on multi-scale feature fusion

in Sustainable and Intelligent Phytoprotection

Shengzhou Li
Zihan Chen
Jialong Xie
Hewei Zhang
Jianwen Guo

Frontiers in Plant Science

doi 10.3389/fpls.2025.1506524

1,653 views

Original Research

Published on 08 Apr 2025

AMS-MLP: adaptive multi-scale MLP network with multi-scale context relation decoder for pepper leaf segmentation

in Sustainable and Intelligent Phytoprotection

Jiangxiong Fang
Huaxiang Liu
Shiqing Zhang
Hui Hu
Huaqi Gu
Youyao Fu

Frontiers in Plant Science

doi 10.3389/fpls.2025.1515105

784 views

Methods

Published on 07 Apr 2025

Research on soybean leaf disease recognition in natural environment based on improved Yolov8

in Sustainable and Intelligent Phytoprotection

Chen Chen
Xiaolei Lu
Lei He
Ruoxue Xu
Yi Yang
Jing Qiu

Frontiers in Plant Science

doi 10.3389/fpls.2025.1523633

1,116 views
1 citation

Original Research

Published on 07 Apr 2025

A novel multiscale feature enhancement network using learnable density map for red clustered pepper yield estimation

in Sustainable and Intelligent Phytoprotection

Chenming Cheng
Jin Lei
Zicui Zhu
Lijian Lu
Zhi Wang
Jiali Tao
Xinyan Qin

Frontiers in Plant Science

doi 10.3389/fpls.2025.1548035

811 views

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

1,725 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

845 views
3 citations

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

1,516 views

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

756 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

879 views

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

1,268 views
1 citation

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

815 views

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

203 views

Original Research

Published on 20 Mar 2025

Accuracy assessment of topography and forest canopy height in complex terrain conditions of Southern China using ICESat-2 and GEDI data

in Sustainable and Intelligent Phytoprotection

Lianjin Fu
Qingtai Shu
Zhengdao Yang
Cuifen Xia
Xiao Zhang
Yiran Zhang
Zeyu Li
Shengjiao Li

Frontiers in Plant Science

doi 10.3389/fpls.2025.1547688

1,260 views

Original Research

Published on 17 Mar 2025

Optimization and test of pneumatic lifting seed distributor for maize plot seeder

in Sustainable and Intelligent Phytoprotection

Qingbin Song
Pengfei Zhao
Yubin Bi
Zuoli Fu
Yuxiang Huang
Yi Zheng

Frontiers in Plant Science

doi 10.3389/fpls.2025.1469963

788 views

Original Research

Published on 13 Mar 2025

An enhanced lightweight model for apple leaf disease detection in complex orchard environments

in Sustainable and Intelligent Phytoprotection

Ge Wang
Wenjie Sang
Fangqian Xu
Yuteng Gao
Yue Han
Qiang Liu

Frontiers in Plant Science

doi 10.3389/fpls.2025.1545875

1,451 views
1 citation