Frontiers in Plant Science | Sustainable and Intelligent Phytoprotection

Original Research

Accepted on 25 Jul 2025

Apple Leaf Disease Image Recognition Based on a Modified Rime Optimization Algorithm and ConvNeXt Network

in Sustainable and Intelligent Phytoprotection

Jing Qian
Linjing Wei

Frontiers in Plant Science

doi 10.3389/fpls.2025.1626335

127 views

Original Research

Accepted on 25 Jul 2025

Species diversity estimation in a typical tropical forest: Which phenological stage and spatial resolution are suitable?

in Sustainable and Intelligent Phytoprotection

Ping Zhao
Yuan Zeng
Zhaoju Zheng
Cong Xu
Jinchen Wu
Xuan Mu
Zhaofu Zhou
Junhua Chen
Tao Zhang
Dan Zhao

Frontiers in Plant Science

doi 10.3389/fpls.2025.1582910

117 views

Original Research

Accepted on 25 Jul 2025

UAV-based Multitier Feature Selection Improves Nitrogen Content Estimation in Arid-region Cotton

in Sustainable and Intelligent Phytoprotection

Fengxiu Li
Chongqi Zhao
Yingjie Ma
Ning Lv
Yanzhao Guo

Frontiers in Plant Science

doi 10.3389/fpls.2025.1639101

132 views

Methods

Accepted on 24 Jul 2025

SSD-YOLO: A Lightweight Network for Rice Leaf Disease Detection

in Sustainable and Intelligent Phytoprotection

Canlin Pan
Shen Wang
Yahui Wang
Chaoyang Liu

Frontiers in Plant Science

doi 10.3389/fpls.2025.1643096

117 views

Original Research

Accepted on 24 Jul 2025

Sustainable Phytoprotection: A Smart Monitoring and Recommendation Framework Using Puma Optimization for Potato Pathogen Detection

in Sustainable and Intelligent Phytoprotection

Amal H. Alharbi
Faris H Rizk
Khaled Sh Gaber
Marwa M. Eid
El-Sayed M. El-kenawy
PK Dutta
Doaa Sami Khafaga

Frontiers in Plant Science

doi 10.3389/fpls.2025.1615038

101 views

Original Research

Accepted on 23 Jul 2025

Molecular detection tool for prompt, reliable and precise diagnosis of the rice weevil, Sitophilus oryzae (Linnaeus) infestation in wheat

in Sustainable and Intelligent Phytoprotection

KANIKA NAGPAL
Poonam Jasrotia
Maha Singh Jaglan
Prem Lal Kashyap
Sunny Maanju
Sudheer Kumar

Frontiers in Plant Science

doi 10.3389/fpls.2025.1628692

114 views

Original Research

Accepted on 23 Jul 2025

A sorghum seed variety identification method based on image-hyperspectral fusion and an improved deep residual convolutional network

in Sustainable and Intelligent Phytoprotection

Xu Yang
Yihan Chen
Shaozhong Song
Zhimin Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1632698

172 views

Original Research

Accepted on 23 Jul 2025

Lightweight rice leaf spot segmentation model based on improved DeepLabv3+

in Sustainable and Intelligent Phytoprotection

Jianian Li
Long Gao
Xiaocheng Wang
Jiaoli Fang
Zeyang Su
Yuecong Li
Shaomin Chen

Frontiers in Plant Science

doi 10.3389/fpls.2025.1635302

106 views

Original Research

Accepted on 23 Jul 2025

Lightweight Grading Method for Potato Late Blight Severity Based on Enhanced YOLOv8-Unet3Plus Network

in Sustainable and Intelligent Phytoprotection

Peisen Yuan
Lushuo Jiang
Zhanghao Cheng
Yixi Tan
Yujia Yang
Cheng He

Frontiers in Plant Science

doi 10.3389/fpls.2025.1616864

Original Research

Published on 23 Jul 2025

key-fg DETR based camouflaged locust objects in complex fields

in Sustainable and Intelligent Phytoprotection

Dongmei Chen
Peipei Cao
Zhihua Diao
Yingying Dong
Jingcheng Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1565739

379 views

Original Research

Published on 22 Jul 2025

ALPD-Net: a wild licorice detection network based on UAV imagery

in Sustainable and Intelligent Phytoprotection

Jing Yang
Huaibin Qin
Jianguo Dai
Guoshun Zhang
Miaomiao Xu
Yuan Qin
Jinglong Liu

Frontiers in Plant Science

doi 10.3389/fpls.2025.1617997

381 views

Original Research

Accepted on 21 Jul 2025

Intelligent Deep Learning Architecture for Precision Vegetable Disease Detection Advancing Agricultural New Quality Productive Forces

in Sustainable and Intelligent Phytoprotection

Jun Liu
Xuewei Wang
Qian Chen

Frontiers in Plant Science

doi 10.3389/fpls.2025.1611865

184 views

Original Research

Accepted on 21 Jul 2025

Multi-stage bidirectional Informed-RRT * plant protection UAV path planning method based on A * algorithm domain guidance

in Sustainable and Intelligent Phytoprotection

Jian Li
Yuan Gao
Zheng Li
Weijian Zhang
Weilin Yu
Yating Hu
He Liu
Chang Tian Li

Frontiers in Plant Science

doi 10.3389/fpls.2025.1650007

195 views

Original Research

Published on 21 Jul 2025

Detection of microplastics stress on rice seedling by visible/near-infrared hyperspectral imaging and synchrotron radiation Fourier transform infrared microspectroscopy

in Sustainable and Intelligent Phytoprotection

Chaojie Wei
Hongxin Xie
Wei Wang
Yu-Feng Li
Xiaorong Wang
Ziwei Song
Fajun Chen

Frontiers in Plant Science

doi 10.3389/fpls.2025.1645490

540 views

Original Research

Published on 21 Jul 2025

Dynamic gating-enhanced deep learning model with multi-source remote sensing synergy for optimizing wheat yield estimation

in Sustainable and Intelligent Phytoprotection

Jian Li
Junrui Kang
Jian Lu
Hongkun Fu
Zheng Li
Baoqi Liu
Xinglei Lin
Jiawei Zhao
Hengxu Guan
He Liu

Frontiers in Plant Science

doi 10.3389/fpls.2025.1640806

605 views

Original Research

Accepted on 17 Jul 2025

Enhancing Anomaly Detection in Plant Disease Recognition with Knowledge Ensemble

in Sustainable and Intelligent Phytoprotection

Jiuqing Dong
Heng Zhou
Alvaro Fuentes
Sook Yoon
Dong Sun Park

Frontiers in Plant Science

doi 10.3389/fpls.2025.1623907

148 views