Frontiers in Plant Science | Sustainable and Intelligent Phytoprotection

Original Research

Accepted on 26 May 2025

Swin Attention Augmented Residual Network: A Fine-grained Pest Image Recognition Method

in Sustainable and Intelligent Phytoprotection

Xiang Wang
Zhiyong Xiao
Zhaohong Deng

Frontiers in Plant Science

doi 10.3389/fpls.2025.1619551

177 views

Original Research

Accepted on 26 May 2025

PHRF-RTDETR: A lightweight weed detection method for upland rice based on RT-DETR

in Sustainable and Intelligent Phytoprotection

XianJin Jin
Jinheng Zhang
Fei Wang
Mengyan Zhao
Yunshuang Wang
Jianping Yang
Jinfeng Wu
Bing Zhou

Frontiers in Plant Science

doi 10.3389/fpls.2025.1556275

175 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

715 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

625 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

398 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

904 views

Original Research

Accepted on 22 May 2025

The effects of stand spatial structure on the aboveground biomass allocation in Chinese fir (Cunninghamia lanceolata) plantations

in Sustainable and Intelligent Phytoprotection

Xiang Huang
Yao Zhang
Jianwei Geng
Xiangyu Chen
Zhihui Yu
Shuhan Yu
Kunyong Yu
Fan Wang
jian liu

Frontiers in Plant Science

doi 10.3389/fpls.2025.1599094

129 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

647 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

1,399 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

721 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

1,673 views
1 citation

Original Research

Accepted on 19 May 2025

Few-Shot Object Detection for Pest Insects via Features Aggregation and Contrastive Learning

in Sustainable and Intelligent Phytoprotection

Shuqian He
Biao Jin
Xuechao Sun
Wenjuan Jiang
Fenglin Gu
Fenglin Gu

Frontiers in Plant Science

doi 10.3389/fpls.2025.1522510

164 views

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

603 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

879 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

695 views

Original Research

Accepted on 14 May 2025

Future climate change will drive expansion of suitable planting areas for Fructus Aurantii in Jiangxi Province, China

in Sustainable and Intelligent Phytoprotection

Lin Chen
Xi Guo
Hengyu Zou
Anfan Zhu
Xingyu Huang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1579546

123 views