Frontiers in Plant Science | Sustainable and Intelligent Phytoprotection

Original Research

Accepted on 18 Apr 2025

Onion foliar disease detection using YOLOv8 deep learning model 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

137 views

Original Research

Accepted on 18 Apr 2025

GANs for Precision Image Generation in Field Crop Protection

in Sustainable and Intelligent Phytoprotection

Guangfang Xiang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1565070

101 views

Original Research

Accepted on 18 Apr 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

Original Research

Accepted on 18 Apr 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

Original Research

Published on 16 Apr 2025

Detection of litchi fruit maturity states based on unmanned aerial vehicle remote sensing and improved YOLOv8 model

in Sustainable and Intelligent Phytoprotection

Changjiang Liang
Dandan Liu
Weiyi Ge
Wenzhong Huang
Yubin Lan
Yongbing Long

Frontiers in Plant Science

doi 10.3389/fpls.2025.1568237

1,577 views

Original Research

Published on 15 Apr 2025

High-throughput method for improving rice AGB estimation based on UAV multi-source remote sensing image feature fusion and ensemble learning

in Sustainable and Intelligent Phytoprotection

Jinpeng Li
Jinxuan Li
Dongxue Zhao
Qiang Cao
Fenghua Yu
Yingli Cao
Shuai Feng
Tongyu Xu

Frontiers in Plant Science

doi 10.3389/fpls.2025.1576212

310 views

Original Research

Accepted on 14 Apr 2025

Optimization of spray operation parameters of unmanned aerial vehicle confers adequate levels of control of fall armyworm (Spodoptera frugiperda)

in Sustainable and Intelligent Phytoprotection

Ying Liu
Xiao Liang
Chunling Wu
Xing kui An
Mufeng Wu
Zihua Hua
Zhihong Li
Qing Chen

Frontiers in Plant Science

doi 10.3389/fpls.2025.1581367

100 views

Original Research

Accepted on 14 Apr 2025

Developing a generalized nonlinear mixed-effects biomass model at stand-level under different age conditions for Chinese fir based on LiDAR and ground survey data in southern China

in Sustainable and Intelligent Phytoprotection

Xinsheng Zhu
Tianbao Huang
Ziyang Liu
Lang Bai
Yongfeng Yang
Jinsheng Ye
Qiulai Wang
Ram P. Sharma
Liyong Fu

Frontiers in Plant Science

doi 10.3389/fpls.2025.1532138

172 views

Review

Accepted on 11 Apr 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 Popescu
Song Lim Kim
Yong Suk Chung
Jeongho BAEK

Frontiers in Plant Science

doi 10.3389/fpls.2025.1587869

240 views

Original Research

Accepted on 11 Apr 2025

Predictive modelling employing machine learning, convolutional neural networks (CNNs), and smartphone RGB images for non-destructive biomass estimation of pearl millet (Pennisetum glaucum)

in Sustainable and Intelligent Phytoprotection

Faten Dhawi
Abdul Ghafoor
Norah Almousa
Sakinah Ali
Sara Alqanbar

Frontiers in Plant Science

doi 10.3389/fpls.2025.1594728

272 views

Original Research

Accepted on 11 Apr 2025

•Rice disease detection method based on multi-scale dynamic feature fusion

in Sustainable and Intelligent Phytoprotection

谦范
润豪陈
斌李

Frontiers in Plant Science

doi 10.3389/fpls.2025.1543986

133 views

Original Research

Accepted on 11 Apr 2025

Developing a spatio-temporal model for Banana Bunchy Top Disease: leveraging remote sensing and survey data

in Sustainable and Intelligent Phytoprotection

Renata Retkute
Christopher A Gilligan

Frontiers in Plant Science

doi 10.3389/fpls.2025.1521620

216 views

Original Research

Accepted on 11 Apr 2025

Assessment of Chinese suitable habitats of Amomum tsao-ko in different climatic conditions

in Sustainable and Intelligent Phytoprotection

Tianyu Guo
Daju Chen
Qing Yang
Xiaoyu Wang
Qi-Qing Cheng
Shi Wang
Mingli Hu

Frontiers in Plant Science

doi 10.3389/fpls.2025.1561026

Original Research

Accepted on 09 Apr 2025

Modeling diameter using UAV LiDAR data for Chinese fir (Cunninghamia lanceolata) in Southern China

in Sustainable and Intelligent Phytoprotection

Ziyang Liu
Dongbo Xie
Zheyuan Wu
Linyan Feng
Xingyong Liao
Yongjun Wang
Wendong Zhu
Ram P. Sharma
Liyong Fu

Frontiers in Plant Science

doi 10.3389/fpls.2025.1546055

Original Research

Published on 09 Apr 2025

Detection of the stem-boring damage by pine shoot beetle (Tomicus spp.) to Yunan pine (Pinus yunnanensis Franch.) using UAV hyperspectral data

in Sustainable and Intelligent Phytoprotection

Meng-Ying Liu
Guang-Yun Li
Lei Shi
Ya-Ying Li
Huai Liu

Frontiers in Plant Science

doi 10.3389/fpls.2025.1514580

303 views

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

258 views