Frontiers in Plant Science | Sustainable and Intelligent Phytoprotection

Original Research

Published on 31 Oct 2024

LCGSC-YOLO: a lightweight apple leaf diseases detection method based on LCNet and GSConv module under YOLO framework

in Sustainable and Intelligent Phytoprotection

Jianlong Wang
Congcong Qin
Beibei Hou
Yuan Yuan
Yake Zhang
Wenfeng Feng

Frontiers in Plant Science

doi 10.3389/fpls.2024.1398277

1,947 views
1 citation

Original Research

Published on 30 Oct 2024

A novel mechanical-laser collaborative intra-row weeding prototype: structural design and optimization, weeding knife simulation and laser weeding experiment

in Sustainable and Intelligent Phytoprotection

Rui Hu
Long-Tao Niu
Wen-Hao Su

Frontiers in Plant Science

doi 10.3389/fpls.2024.1469098

2,053 views
1 citation

Original Research

Published on 30 Oct 2024

An improved YOLOv8n-IRP model for natural rubber tree tapping surface detection and tapping key point positioning

in Sustainable and Intelligent Phytoprotection

Xirui Zhang
Weiqiang Ma
Junxiao Liu
Ruiwu Xu
Xuanli Chen
Yongqi Liu
Zhifu Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1468188

1,049 views

Original Research

Published on 24 Oct 2024

NeRF-based 3D reconstruction pipeline for acquisition and analysis of tomato crop morphology

in Sustainable and Intelligent Phytoprotection

Hong-Beom Choi
Jae-Kun Park
Soo Hyun Park
Taek Sung Lee

Frontiers in Plant Science

doi 10.3389/fpls.2024.1439086

2,260 views
3 citations

Original Research

Published on 24 Oct 2024

Assessing fall armyworm (Spodoptera frugiperda) allochronic behavior as a predictor of local strain composition in United States populations

in Sustainable and Intelligent Phytoprotection

Andie C. Miller
Ashley E. Tessnow
Robert L. Meagher
Rodney N. Nagoshi
Todd M. Gilligan
Gregory A. Sword

Frontiers in Plant Science

doi 10.3389/fpls.2024.1380624

775 views
1 citation

Review

Published on 24 Oct 2024

Intelligent agriculture: deep learning in UAV-based remote sensing imagery for crop diseases and pests detection

in Sustainable and Intelligent Phytoprotection

Hongyan Zhu
Chengzhi Lin
Gengqi Liu
Dani Wang
Shuai Qin
Anjie Li
Jun-Li Xu
Yong He

Frontiers in Plant Science

doi 10.3389/fpls.2024.1435016

5,469 views
6 citations

Original Research

Published on 22 Oct 2024

LT-DeepLab: an improved DeepLabV3+ cross-scale segmentation algorithm for Zanthoxylum bungeanum Maxim leaf-trunk diseases in real-world environments

in Sustainable and Intelligent Phytoprotection

Tao Yang
Jingjing Wei
Yongjun Xiao
Shuyang Wang
Jingxuan Tan
Yupeng Niu
Xuliang Duan
Fei Pan
Haibo Pu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1423238

855 views
1 citation

Original Research

Published on 17 Oct 2024

Algorithm for UAV path planning in high obstacle density environments: RFA-star

in Sustainable and Intelligent Phytoprotection

Weijian Zhang
Jian Li
Weilin Yu
Peng Ding
Jiawei Wang
Xuen Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1391628

1,335 views
1 citation

Original Research

Published on 15 Oct 2024

Motion behavior of droplets on curved leaf surfaces driven by airflow

in Sustainable and Intelligent Phytoprotection

Zhou-Ming Gao
Wei Hu
Xiao-Ya Dong
Xiao-Yuan Zhao
Song Wang
Jian Chen
Bai-Jing Qiu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1450831

920 views

Original Research

Published on 15 Oct 2024

Precision agriculture with YOLO-Leaf: advanced methods for detecting apple leaf diseases

in Sustainable and Intelligent Phytoprotection

Tong Li
Liyuan Zhang
Jianchu Lin

Frontiers in Plant Science

doi 10.3389/fpls.2024.1452502

1,946 views
6 citations

Original Research

Published on 10 Oct 2024

FIDMT-GhostNet: a lightweight density estimation model for wheat ear counting

in Sustainable and Intelligent Phytoprotection

Baohua Yang
Runchao Chen
Zhiwei Gao
Hongbo Zhi

Frontiers in Plant Science

doi 10.3389/fpls.2024.1435042

1,085 views
5 citations

Original Research

Published on 10 Oct 2024

Fine classification and phenological analysis of rice paddy based on multi-temporal general compact polarimetric SAR data

in Sustainable and Intelligent Phytoprotection

Xianyu Guo
Junjun Yin
Kun Li
Jian Yang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1391735

889 views

Original Research

Published on 10 Oct 2024

A multi-source domain feature adaptation network for potato disease recognition in field environment

in Sustainable and Intelligent Phytoprotection

Xueze Gao
Quan Feng
Shuzhi Wang
Jianhua Zhang
Sen Yang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1471085

556 views
1 citation

Original Research

Published on 09 Oct 2024

YOLOv8-licorice: a lightweight salt-resistance detection method for licorice based on seed germination state

in Sustainable and Intelligent Phytoprotection

Mo Sha
Xiuqing Fu
Ruxiao Bai
Zhibo Zhong
Haoyu Jiang
Fei Li
Siyu Yang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1474321

1,138 views
2 citations

Original Research

Published on 08 Oct 2024

Early detection and lesion visualization of pear leaf anthracnose based on multi-source feature fusion of hyperspectral imaging

in Sustainable and Intelligent Phytoprotection

Yingying Zhang
Xue Li
Meiqing Wang
Tao Xu
Kai Huang
Yuanhao Sun
Quanchun Yuan
Xiaohui Lei
Yannan Qi
Xiaolan Lv

Frontiers in Plant Science

doi 10.3389/fpls.2024.1461855

1,228 views
1 citation

Original Research

Published on 07 Oct 2024

Research on the multitarget 3D trajectory tracking method of Thalassodes immissaria in the thermal infrared region based on YOLOX-GMM and SORT-Pest

in Sustainable and Intelligent Phytoprotection

Xinrui Qiu
Juan Xia
Ye Zeng
Guangwen Huang
Bolai Xin
Runpeng Jiang
Kaixuan Wu
Zhe Ma
Jun Li

Frontiers in Plant Science

doi 10.3389/fpls.2024.1403421

811 views