Frontiers in Plant Science | Sustainable and Intelligent Phytoprotection

Original Research

Published on 02 Jun 2025

ST-YOLO: a deep learning based intelligent identification model for salt tolerance of wild rice seedlings

in Sustainable and Intelligent Phytoprotection

Qiong Yao
Pan Pan
Xiaoming Zheng
Guomin Zhou
Jianhua Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1595386

590 views

Original Research

Published on 30 May 2025

Comprehensive plant health monitoring: expert-level assessment with spatio-temporal image data

in Sustainable and Intelligent Phytoprotection

Alvaro Fuentes
Syed Ali Asgher
Jiuqing Dong
Yongchae Jeong
Mun Haeng Lee
Taehyun Kim
Sook Yoon
Dong Sun Park

Frontiers in Plant Science

doi 10.3389/fpls.2025.1511651

1,309 views

Original Research

Published on 30 May 2025

Effect of operational parameters on spray performance and drift characteristics of a UAV-based agrochemical application in pigeon pea crop to control thrips

in Sustainable and Intelligent Phytoprotection

Gatkal N. R.
Nalawade S. M.
Shelke M. S.
Deshmukh M. S.
Bhanage G. B.
More N. M.
Ramesh K. Sahni
Marcel Mikeska

Frontiers in Plant Science

doi 10.3389/fpls.2025.1570272

1,235 views

Original Research

Published on 26 May 2025

AITP-YOLO: improved tomato ripeness detection model based on multiple strategies

in Sustainable and Intelligent Phytoprotection

Wenyuan Huang
Yiran Liao
Peiling Wang
Ziao Chen
Ziqi Yang
Lijia Xu
Jiong Mu

Frontiers in Plant Science

doi 10.3389/fpls.2025.1596739

1,004 views

Original Research

Published on 26 May 2025

Constructing segmentation method for wheat powdery mildew using deep learning

in Sustainable and Intelligent Phytoprotection

Hecang Zang
Congsheng Wang
Qing Zhao
Jie Zhang
Junmei Wang
Guoqing Zheng
Guoqiang Li

Frontiers in Plant Science

doi 10.3389/fpls.2025.1524283

946 views

Original Research

Published on 23 May 2025

Unmanned aerial vehicle image detection of maize-YOLOv8n seedling leakage

in Sustainable and Intelligent Phytoprotection

Jiaxin Gao
Feng Tan
Jiapeng Cui
Zhaolong Hou

Frontiers in Plant Science

doi 10.3389/fpls.2025.1569229

1,147 views

Original Research

Published on 23 May 2025

Design of target-variable spraying system based on FAVD of fruit tree canopy

in Sustainable and Intelligent Phytoprotection

Shijie Jiang
Wenwei Li
Hao Ma
Kexin Wang
Zhe Du
Yongjun Zheng

Frontiers in Plant Science

doi 10.3389/fpls.2025.1582664

594 views

Original Research

Published on 22 May 2025

YOLO-ODD: an improved YOLOv8s model for onion foliar disease detection

in Sustainable and Intelligent Phytoprotection

Anusha Raj
Mukund Dawale
Sagar Wayal
Kiran Khandagale
Indira Bhangare
Susmita Banerjee
Ashwini Gajarushi
Rajbabu Velmurugan
Maryam Shojaei Baghini
Suresh Gawande

Frontiers in Plant Science

doi 10.3389/fpls.2025.1551794

1,823 views

Original Research

Published on 22 May 2025

PMJDM: a multi-task joint detection model for plant disease identification

in Sustainable and Intelligent Phytoprotection

Rui Fu
Xuewei Wang
Shiyu Wang
Hao Sun

Frontiers in Plant Science

doi 10.3389/fpls.2025.1599671

822 views

Original Research

Published on 21 May 2025

DualCMNet: a lightweight dual-branch network for maize variety identification based on multi-modal feature fusion

in Sustainable and Intelligent Phytoprotection

Xinhua Bi
Hao Xie
Ziyi Song
Jinge Li
Chang Liu
Xiaozhu Zhou
Helong Yu
Chunguang Bi
Ming Zhao

Frontiers in Plant Science

doi 10.3389/fpls.2025.1588901

895 views

Methods

Published on 20 May 2025

YOLO for early detection and management of Tuta absoluta-induced tomato leaf diseases

in Sustainable and Intelligent Phytoprotection

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

Frontiers in Plant Science

doi 10.3389/fpls.2025.1524630

2,178 views
1 citation

Original Research

Published on 19 May 2025

An efficient non-parametric feature calibration method for few-shot plant disease classification

in Sustainable and Intelligent Phytoprotection

Jiqing Li
Zhendong Yin
Dasen Li
Hongjun Zhang
Mingdong Xu

Frontiers in Plant Science

doi 10.3389/fpls.2025.1541982

731 views

Original Research

Published on 16 May 2025

Optimized design and performance evaluation of a highly precise variable rate mis-planting and replanting potato electronic-metering mechanism

in Sustainable and Intelligent Phytoprotection

Abdallah Elshawadfy Elwakeel
Ahmed Elbeltagi
Ali Salem
Ahmed Z. Dewidar

Frontiers in Plant Science

doi 10.3389/fpls.2025.1531377

1,066 views

Original Research

Published on 15 May 2025

Projecting global shifts in the invasive potential of Bidens pilosa L. under climate change using species distribution models

in Sustainable and Intelligent Phytoprotection

Linran Fan
Chunxiao Mi
Jialu Li
Yanjun Zhang
Haifang Zhang
Guilong Zhang
Hui Wang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1580278

942 views

Original Research

Published on 14 May 2025

Deep learning-based anomaly detection for precision field crop protection

in Sustainable and Intelligent Phytoprotection

Cheng Wei
Yifeng Shan
MengZhe Zhen

Frontiers in Plant Science

doi 10.3389/fpls.2025.1576756

1,447 views

Review

Published on 14 May 2025

Integration of smart sensors and IOT in precision agriculture: trends, challenges and future prospectives

in Sustainable and Intelligent Phytoprotection

Sheikh Mansoor
Shahzad Iqbal
Simona M. Popescu
Song Lim Kim
Yong Suk Chung
Jeong-Ho Baek

Frontiers in Plant Science

doi 10.3389/fpls.2025.1587869

9,156 views