Frontiers in Plant Science | Sustainable and Intelligent Phytoprotection

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

1,296 views
2 citations

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

2,370 views
3 citations

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

4,430 views
2 citations

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

2,032 views
2 citations

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

1,911 views
1 citation

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

4,617 views
6 citations

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

1,336 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

2,071 views
3 citations

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

2,860 views
4 citations

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

4,071 views
2 citations

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

46,086 views
36 citations

Original Research

Published on 13 May 2025

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

in Sustainable and Intelligent Phytoprotection

Qian Fan
Runhao Chen
Bin Li

Frontiers in Plant Science

doi 10.3389/fpls.2025.1543986

2,503 views

Original Research

Published on 08 May 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
Xingkui An
Mufeng Wu
Zihua Zhao
Zhihong Li
Qing Chen

Frontiers in Plant Science

doi 10.3389/fpls.2025.1581367

1,919 views

Original Research

Published on 08 May 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

2,033 views
2 citations

Original Research

Published on 08 May 2025

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

in Sustainable and Intelligent Phytoprotection

Tian-yu Guo
Qing Yang
Da-ju Chen
Xiao-yu Wang
Qi-Qing Cheng
Shi Wang
Ming-li Hu

Frontiers in Plant Science

doi 10.3389/fpls.2025.1561026

2,035 views
2 citations

Original Research

Published on 06 May 2025

WMC-RTDETR: a lightweight tea disease detection model

in Sustainable and Intelligent Phytoprotection

Youcheng Zhang
Jun Song
Xinjian Yu
Xingfu Ji

Frontiers in Plant Science

doi 10.3389/fpls.2025.1574920

3,649 views
6 citations

Original Research

Published on 06 May 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

3,460 views
3 citations

Original Research

Published on 05 May 2025

Parameter design and experiment of rotary plate pineapple fruit picker

in Sustainable and Intelligent Phytoprotection

Jiangyi Qiu
Jieli Duan
Zhaoxin Zhang
Zhong Xue

Frontiers in Plant Science

doi 10.3389/fpls.2025.1575648

6,397 views
1 citation

Original Research

Published on 25 Apr 2025

Assessing the impact of climate change on the potential distribution of Keteleeria evelyniana Mast. in southwest China: a Maxent modeling approach

in Sustainable and Intelligent Phytoprotection

Yuan Feng
Guanghui Dai
Hua Li
Yong Chai
Rui Bao
Meng Wang
Chunlin Luo
Yangping Qin

Frontiers in Plant Science

doi 10.3389/fpls.2025.1561031

2,270 views
2 citations

Original Research

Published on 24 Apr 2025

TomaFDNet: A multiscale focused diffusion-based model for tomato disease detection

in Sustainable and Intelligent Phytoprotection

Rijun Wang
Yesheng Chen
Fulong Liang
Xiangwei Mou
Guanghao Zhang
Hao Jin

Frontiers in Plant Science

doi 10.3389/fpls.2025.1530070

2,738 views
4 citations

Correction

Published on 23 Apr 2025

Corrigendum: An image dataset for analyzing tea picking behavior in tea plantations

in Sustainable and Intelligent Phytoprotection

Ru Han
Ye Zheng
Renjie Tian
Lei Shu
Xiaoyuan Jing
Fan Yang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1582905

896 views

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

3,715 views
4 citations

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

2,547 views
3 citations

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

1,386 views
1 citation

873 articles

articles

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

Unmanned aerial vehicle image detection of maize-YOLOv8n seedling leakage

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

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

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

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

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

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

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

Deep learning-based anomaly detection for precision field crop protection

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

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

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

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

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

WMC-RTDETR: a lightweight tea disease detection model

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

Parameter design and experiment of rotary plate pineapple fruit picker

Assessing the impact of climate change on the potential distribution of Keteleeria evelyniana Mast. in southwest China: a Maxent modeling approach

TomaFDNet: A multiscale focused diffusion-based model for tomato disease detection

Corrigendum: An image dataset for analyzing tea picking behavior in tea plantations

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

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

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