Frontiers in Plant Science | Sustainable and Intelligent Phytoprotection

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

343 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

318 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

268 views

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

264 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

793 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

269 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

369 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

491 views

Original Research

Published on 07 Jan 2025

An autonomous navigation method for orchard mobile robots based on octree 3D point cloud optimization

in Sustainable and Intelligent Phytoprotection

Hailong Li
Kai Huang
Yuanhao Sun
Xiaohui Lei
Quanchun Yuan
Jinqi Zhang
Xiaolan Lv

Frontiers in Plant Science

doi 10.3389/fpls.2024.1510683

252 views

Original Research

Published on 03 Jan 2025

Efficient and accurate tobacco leaf maturity detection: an improved YOLOv10 model with DCNv3 and efficient local attention integration

in Sustainable and Intelligent Phytoprotection

Yi Shi
Hong Wang
Fei Wang
Yingkuan Wang
Jianjun Liu
Long Zhao
Hui Wang
Feng Zhang
Qiongmin Cheng
Shunhao Qing

Frontiers in Plant Science

doi 10.3389/fpls.2024.1474207

383 views

Original Research

Accepted on 30 Dec 2024

Ultra-lightweight tomatoes disease recognition method based on efficient attention mechanism in complex environment

in Sustainable and Intelligent Phytoprotection

Wenbin Sun
Zhilong Xu
Kang Xu
Lin Ru
Ranbing Yang
Rong Wang
Jiejie Xing

Frontiers in Plant Science

doi 10.3389/fpls.2024.1491593

Original Research

Published on 24 Dec 2024

A novel lightweight YOLOv8-PSS model for obstacle detection on the path of unmanned agricultural vehicles

in Sustainable and Intelligent Phytoprotection

Zhijian Chen
Yijun Fang
Jianjun Yin
Shiyu Lv
Farhan Sheikh Muhammad
Lu Liu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1509746

411 views

Original Research

Published on 19 Dec 2024

DCP-YOLOv7x: improved pest detection method for low-quality cotton image

in Sustainable and Intelligent Phytoprotection

Yukun Ma
Yajun Wei
Minsheng Ma
Zhilong Ning
Minghui Qiao
Uchechukwu Awada

Frontiers in Plant Science

doi 10.3389/fpls.2024.1501043

532 views

Original Research

Published on 18 Dec 2024

TCSRNet: a lightweight tobacco leaf curing stage recognition network model

in Sustainable and Intelligent Phytoprotection

Panzhen Zhao
Songfeng Wang
Shijiang Duan
Aihua Wang
Lingfeng Meng
Yichong Hu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1474731

514 views

Original Research

Published on 18 Dec 2024

From laboratory to field: cross-domain few-shot learning for crop disease identification in the field

in Sustainable and Intelligent Phytoprotection

Sen Yang
Quan Feng
Jianhua Zhang
Wanxia Yang
Wenwei Zhou
Wenbo Yan

Frontiers in Plant Science

doi 10.3389/fpls.2024.1434222

297 views

Original Research

Published on 12 Dec 2024

A novel dataset and deep learning object detection benchmark for grapevine pest surveillance

in Sustainable and Intelligent Phytoprotection

Giorgio Checola
Paolo Sonego
Roberto Zorer
Valerio Mazzoni
Franca Ghidoni
Alberto Gelmetti
Pietro Franceschi

Frontiers in Plant Science

doi 10.3389/fpls.2024.1485216

666 views

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Articles

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

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

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

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

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

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

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

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

An autonomous navigation method for orchard mobile robots based on octree 3D point cloud optimization

Efficient and accurate tobacco leaf maturity detection: an improved YOLOv10 model with DCNv3 and efficient local attention integration

Ultra-lightweight tomatoes disease recognition method based on efficient attention mechanism in complex environment

A novel lightweight YOLOv8-PSS model for obstacle detection on the path of unmanned agricultural vehicles

DCP-YOLOv7x: improved pest detection method for low-quality cotton image

TCSRNet: a lightweight tobacco leaf curing stage recognition network model

From laboratory to field: cross-domain few-shot learning for crop disease identification in the field

A novel dataset and deep learning object detection benchmark for grapevine pest surveillance