Frontiers in Plant Science | Sustainable and Intelligent Phytoprotection

Original Research

Published on 29 Jan 2025

Application of deep learning for real-time detection, localization, and counting of the malignant invasive weed Solanum rostratum Dunal

in Sustainable and Intelligent Phytoprotection

Shifeng Du
Yashuai Yang
Hongbo Yuan
Man Cheng

Frontiers in Plant Science

doi 10.3389/fpls.2024.1486929

618 views

Original Research

Published on 23 Jan 2025

Enhancing plant disease detection through deep learning: a Depthwise CNN with squeeze and excitation integration and residual skip connections

in Sustainable and Intelligent Phytoprotection

Asadulla Y. Ashurov
Mehdhar S. A. M. Al-Gaashani
Nagwan A. Samee
Reem Alkanhel
Ghada Atteia
Hanaa A. Abdallah
Mohammed Saleh Ali Muthanna

Frontiers in Plant Science

doi 10.3389/fpls.2024.1505857

2,287 views
2 citations

Original Research

Published on 22 Jan 2025

Accurate LAI estimation of soybean plants in the field using deep learning and clustering algorithms

in Sustainable and Intelligent Phytoprotection

Bing Shi
Luqi Guo
Lejun Yu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1501612

1,014 views
1 citation

Original Research

Published on 22 Jan 2025

Assessing the establishment risk for parthenogenetic populations of Lissorhoptrus oryzophilus in global rice-growing areas and potential economic impact in China

in Sustainable and Intelligent Phytoprotection

Luoyuan Li
Zhenan Jin
Ming Li
Yantao Xue
Jianyang Guo
Dong Jia
Ruiyan Ma
Zhichuang Lü
Xiaoqing Xian
Wanxue Liu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1506418

636 views

Original Research

Published on 21 Jan 2025

An improved ShuffleNetV2 method based on ensemble self-distillation for tomato leaf diseases recognition

in Sustainable and Intelligent Phytoprotection

Shuiping Ni
Yue Jia
Mingfu Zhu
Yizhe Zhang
Wendi Wang
Shangxin Liu
Yawei Chen

Frontiers in Plant Science

doi 10.3389/fpls.2024.1521008

1,361 views

Original Research

Published on 20 Jan 2025

Ecological risk assessment of future suitable areas for Piper kadsura under the background of climate change

in Sustainable and Intelligent Phytoprotection

Shimeng Li
Yuanxin Li
Mingli Hu
Yankun Li
Mingrong Yang
Shi Wang
Wei Yu
Chunsong Cheng
Qiqing Cheng

Frontiers in Plant Science

doi 10.3389/fpls.2024.1471706

675 views

Data Report

Published on 15 Jan 2025

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.2024.1473558

831 views

Original Research

Published on 15 Jan 2025

Estimation of Dendrocalamus giganteus leaf area index by combining multi-source remote sensing data and machine learning optimization model

in Sustainable and Intelligent Phytoprotection

Zhen Qin
Huanfen Yang
Qingtai Shu
Jinge Yu
Zhengdao Yang
Xu Ma
Dandan Duan

Frontiers in Plant Science

doi 10.3389/fpls.2024.1505414

724 views
1 citation

Original Research

Published on 13 Jan 2025

An improved U-net and attention mechanism-based model for sugar beet and weed segmentation

in Sustainable and Intelligent Phytoprotection

Yadong Li
Ruinan Guo
Rujia Li
Rongbiao Ji
Mengyao Wu
Dinghao Chen
Cong Han
Ruilin Han
Yongxiu Liu
Yuwen Ruan

Frontiers in Plant Science

doi 10.3389/fpls.2024.1449514

926 views
1 citation

Original Research

Published on 09 Jan 2025

LiDAR point cloud denoising for individual tree extraction based on the Noise4Denoise

in Sustainable and Intelligent Phytoprotection

Xiangfei Lu
Zongyu Ye
Liyong Fu
Huaiyi Wang
Kaiyu Wang
Yaquan Dou
Dongbo Xie
Xiaodi Zhao

Frontiers in Plant Science

doi 10.3389/fpls.2024.1490660

824 views

Original Research

Published on 09 Jan 2025

Effect of operational parameters on droplet deposition characteristics using an unmanned aerial vehicle for banana canopy

in Sustainable and Intelligent Phytoprotection

Jiaxiang Yu
Xing Xu
Jieli Duan
Yinlong Jiang
Haotian Yuan
Huazimo Liang
Shuaijie Jing
Zhou Yang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1491397

702 views

Original Research

Published on 09 Jan 2025

Advancing precision agriculture with deep learning enhanced SIS-YOLOv8 for Solanaceae crop monitoring

in Sustainable and Intelligent Phytoprotection

Ruiqian Qin
Yiming Wang
Xiaoyan Liu
Helong Yu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1485903

864 views

Review

Published on 07 Jan 2025

New horizons in smart plant sensors: key technologies, applications, and prospects

in Sustainable and Intelligent Phytoprotection

Fucheng Zhang
Denghua Li
Ganqiong Li
Shiwei Xu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1490801

2,940 views

Original Research

Published on 07 Jan 2025

YOLOv7-DWS: tea bud recognition and detection network in multi-density environment via improved YOLOv7

in Sustainable and Intelligent Phytoprotection

Xiaoming Wang
Zhenlong Wu
Guannan Xiao
Chongyang Han
Cheng Fang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1503033

610 views

Original Research

Published on 07 Jan 2025

Mapping the priority conservation areas for three endangered Cupressaceae plants under climate change in China

in Sustainable and Intelligent Phytoprotection

Lei Shen
Duanqiang Zhai
Xinyong Lu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1495442

707 views

Original Research

Published on 07 Jan 2025

Characterization of feeding damage by tea mosquito bug, Helopeltis theivora Waterhouse (Hemiptera: Miridae) on Hainan Dayezhong tea cultivar

in Sustainable and Intelligent Phytoprotection

Qi Yao
You-Ze Lin
Shuang Qin
Zhu-Feng Lin
Xun-Cong Ji

Frontiers in Plant Science

doi 10.3389/fpls.2024.1529535

1,033 views
1 citation