Frontiers in Plant Science | Sustainable and Intelligent Phytoprotection

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

386 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

241 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

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

159 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

187 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

259 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

107 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

179 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

290 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

229 views

Original Research

Published on 08 Apr 2025

PD-YOLO: a novel weed detection method based on multi-scale feature fusion

in Sustainable and Intelligent Phytoprotection

Shengzhou Li
Zihan Chen
Jialong Xie
Hewei Zhang
Jianwen Guo

Frontiers in Plant Science

doi 10.3389/fpls.2025.1506524

319 views

Original Research

Published on 08 Apr 2025

AMS-MLP: adaptive multi-scale MLP network with multi-scale context relation decoder for pepper leaf segmentation

in Sustainable and Intelligent Phytoprotection

Jiangxiong Fang
Huaxiang Liu
Shiqing Zhang
Hui Hu
Huaqi Gu
Youyao Fu

Frontiers in Plant Science

doi 10.3389/fpls.2025.1515105

237 views

Original Research

Accepted on 07 Apr 2025

Deep Learning-Based Anomaly Detection for Precision Field Crop Protection

in Sustainable and Intelligent Phytoprotection

Yifeng Shan
Mengzhe Zhen

Frontiers in Plant Science

doi 10.3389/fpls.2025.1576756

119 views

Methods

Published on 07 Apr 2025

Research on soybean leaf disease recognition in natural environment based on improved Yolov8

in Sustainable and Intelligent Phytoprotection

Chen Chen
Xiaolei Lu
Lei He
Ruoxue Xu
Yi Yang
Jing Qiu

Frontiers in Plant Science

doi 10.3389/fpls.2025.1523633

422 views