Frontiers in Plant Science | Sustainable and Intelligent Phytoprotection

Original Research

Published on 15 Aug 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
Pushan Kumar Dutta
Doaa Sami Khafaga

Frontiers in Plant Science

doi 10.3389/fpls.2025.1615038

338 views

Original Research

Published on 15 Aug 2025

Early detection of fungal infection of Arabidopsis and brassica by Raman spectroscopy

in Sustainable and Intelligent Phytoprotection

Song-Yi Kuo
Ling-Ying Chiu
Ekta Jain
Gajendra Pratap Singh
Muhammad Nabil Syafiq Bin Jamaludin
Rajeev J. Ram
Nam-Hai Chua

Frontiers in Plant Science

doi 10.3389/fpls.2025.1649206

330 views

Original Research

Published on 15 Aug 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

358 views

Original Research

Accepted on 14 Aug 2025

Accurate Fine-Grained Weed Instance Segmentation Amidst Dense Crop Canopies using CPD-WeedNet

in Sustainable and Intelligent Phytoprotection

Lan Luo
Jinfan Wei
Lingyun Ni
Cun Pei
Haotian Gong
Hang Zhu
Caocan Zhu
Mengchao Chen
Ye Mu
He Gong

Frontiers in Plant Science

doi 10.3389/fpls.2025.1632684

Original Research

Accepted on 14 Aug 2025

Temporal Dynamics of Sapota Pest Damage and Phytophthora Disease: Insights from Time Series and Machine Learning Models

in Sustainable and Intelligent Phytoprotection

Meenakshi Malik
Niranjan Singh
Amoghavarsha Chittaragi
D Raghavendra
Balanagouda Patil
BACHU LAKSHMI MANISHA

Frontiers in Plant Science

doi 10.3389/fpls.2025.1659709

Original Research

Published on 14 Aug 2025

Full-time sequence assessment of okra seedling vigor under salt stress based on leaf area and leaf growth rate estimation using the YOLOv11-HSECal instance segmentation model

in Sustainable and Intelligent Phytoprotection

Xiaowei Cao
Yifan Li
Yaben Zhang
Zhibo Zhong
Ruxiao Bai
Peng Yang
Feng Pan
Xiuqing Fu

Frontiers in Plant Science

doi 10.3389/fpls.2025.1625154

382 views

Original Research

Published on 13 Aug 2025

Monitoring of vegetation chlorophyll content in photovoltaic areas using UAV-mounted multispectral imaging

in Sustainable and Intelligent Phytoprotection

Ming Li
Weiyi Wang
Haoran Li
Zekun Yang
Jianjun Li

Frontiers in Plant Science

doi 10.3389/fpls.2025.1643945

389 views

Original Research

Published on 13 Aug 2025

MAVM-UNet: multiscale aggregated vision MambaU-Net for field rice pest detection

in Sustainable and Intelligent Phytoprotection

Congqi Zhang
Ting Zhang
Guanyu Shang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1635310

289 views

Original Research

Published on 13 Aug 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
Peng Yan
Dugang Guo

Frontiers in Plant Science

doi 10.3389/fpls.2025.1611865

366 views

Original Research

Published on 13 Aug 2025

GhostConv+CA-YOLOv8n: a lightweight network for rice pest detection based on the aggregation of low-level features in real-world complex backgrounds

in Sustainable and Intelligent Phytoprotection

Fei Li
Yang Lu
Qiang Ma
Shuxin Yin
Rui Zhao

Frontiers in Plant Science

doi 10.3389/fpls.2025.1620339

374 views

Original Research

Accepted on 12 Aug 2025

YOLO-LF: Application of Multi-Scale Information Fusion and Small Target Detection in Agricultural Disease Detection

in Sustainable and Intelligent Phytoprotection

Xinming Wang
Sai Hong Tang
Mohd Khairol Anuar Mohd Ariffin
Anuar B Mohd Ariffin
Jiazheng shen

Frontiers in Plant Science

doi 10.3389/fpls.2025.1609284

123 views

Original Research

Accepted on 12 Aug 2025

Accurate Tree Disc Volume Estimation Using TLS: Validation and Improvement via Point Cloud Repair

in Sustainable and Intelligent Phytoprotection

LU XIE
旦赵
fangming wu

Frontiers in Plant Science

doi 10.3389/fpls.2025.1654386

152 views

Original Research

Accepted on 12 Aug 2025

Erannis jacobsoni disturbance detection based on unmanned aerial vehicle red edge spectral features

in Sustainable and Intelligent Phytoprotection

Liga Bai
Xiaojun Huang
Ganbat Dashzebeg
Mungunkhuyag Ariunaa
Shan Yin
Yuhai Bao
Gang Bao
Siqin Tong
Altanchimeg Dorjsuren
Enkhnasan Davaadorj

Frontiers in Plant Science

doi 10.3389/fpls.2025.1619695

128 views

Original Research

Accepted on 12 Aug 2025

Developing Sustainable System based on Transformers Algorithms to Predict the Dubas Insects Diseases in Palm Leaves

in Sustainable and Intelligent Phytoprotection

Theyazn H.H Aldhyani
Hasan Alkahtani

Frontiers in Plant Science

doi 10.3389/fpls.2025.1612800

144 views

Original Research

Published on 12 Aug 2025

Forest canopy closure estimation in mountainous southwest China using multi-source remote sensing data

in Sustainable and Intelligent Phytoprotection

Wenwu Zhou
Qingtai Shu
Cuifen Xia
Li Xu
Qin Xiang
Lianjin Fu
Zhengdao Yang
Shuwei Wang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1629146

322 views

Original Research

Published on 12 Aug 2025

LCAMNet: a lightweight model for apple leaf disease classification in natural environments

in Sustainable and Intelligent Phytoprotection

Yuanyuan Jiao
Honghui Li
Xueliang Fu
Buyu Wang
Kaiwen Hu
Shuncheng Zhou
Daoqi Han

Frontiers in Plant Science

doi 10.3389/fpls.2025.1626569

273 views