Frontiers in Plant Science | Sustainable and Intelligent Phytoprotection

Original Research

Published on 16 Dec 2022

Rodent hole detection in a typical steppe ecosystem using UAS and deep learning

in Sustainable and Intelligent Phytoprotection

Mingzhu Du
Dawei Wang
Shengping Liu
Chunyang Lv
Yeping Zhu

Frontiers in Plant Science

doi 10.3389/fpls.2022.992789

3,116 views
12 citations

Original Research

Published on 14 Dec 2022

Polar-Net: Green fruit instance segmentation in complex orchard environment

in Sustainable and Intelligent Phytoprotection

Weikuan Jia
Jie Liu
Yuqi Lu
Qiaolian Liu
Ting Zhang
Xishang Dong

Frontiers in Plant Science

doi 10.3389/fpls.2022.1054007

3,017 views
8 citations

Original Research

Published on 14 Dec 2022

Analysis of desertification combating needs based on potential vegetation NDVI—A case in the Hotan Oasis

in Sustainable and Intelligent Phytoprotection

Lei Zhang
Jia Qu
Dongwei Gui
Qi Liu
Zeeshan Ahmed
Yi Liu
Zhiming Qi

Frontiers in Plant Science

doi 10.3389/fpls.2022.1036814

4,394 views
12 citations

Original Research

Published on 14 Dec 2022

Cotton disease identification method based on pruning

in Sustainable and Intelligent Phytoprotection

Dongqin Zhu
Quan Feng
Jianhua Zhang
Wanxia Yang

Frontiers in Plant Science

doi 10.3389/fpls.2022.1038791

3,724 views
17 citations

Original Research

Published on 13 Dec 2022

Research on the identification and detection of field pests in the complex background based on the rotation detection algorithm

in Sustainable and Intelligent Phytoprotection

Wei Zhang
Xulu Xia
Guotao Zhou
Jianming Du
Tianjiao Chen
Zhengyong Zhang
Xiangyang Ma

Frontiers in Plant Science

doi 10.3389/fpls.2022.1011499

3,489 views
7 citations

Original Research

Published on 13 Dec 2022

Estimation of soybean yield parameters under lodging conditions using RGB information from unmanned aerial vehicles

in Sustainable and Intelligent Phytoprotection

Dong Bai
Delin Li
Chaosen Zhao
Zixu Wang
Mingchao Shao
Bingfu Guo
Yadong Liu
Qi Wang
Jindong Li
Shiyu Guo

Frontiers in Plant Science

doi 10.3389/fpls.2022.1012293

5,788 views
21 citations

Original Research

Published on 12 Dec 2022

Sugarcane stem node detection and localization for cutting using deep learning

in Sustainable and Intelligent Phytoprotection

Weiwei Wang
Cheng Li
Kui Wang
Lingling Tang
Pedro Final Ndiluau
Yuhe Cao

Frontiers in Plant Science

doi 10.3389/fpls.2022.1089961

5,719 views
13 citations

Original Research

Published on 12 Dec 2022

Direct and indirect effects of banker plants on population establishment of Harmonia axyridis and aphid control on pepper crop

in Sustainable and Intelligent Phytoprotection

Jie Wang
Yajie Yang
Yuanxi Li
Zhenyu Jin
Nicolas Desneux
Peng Han
Su Wang
Shu Li

Frontiers in Plant Science

doi 10.3389/fpls.2022.1083848

3,736 views
7 citations

Original Research

Published on 07 Dec 2022

Data-centric annotation analysis for plant disease detection: Strategy, consistency, and performance

in Sustainable and Intelligent Phytoprotection

Jiuqing Dong
Jaehwan Lee
Alvaro Fuentes
Mingle Xu
Sook Yoon
Mun Haeng Lee
Dong Sun Park

Frontiers in Plant Science

doi 10.3389/fpls.2022.1037655

7,455 views
26 citations

Original Research

Published on 02 Dec 2022

Intelligent image analysis recognizes important orchid viral diseases

in Sustainable and Intelligent Phytoprotection

Cheng-Feng Tsai
Chih-Hung Huang
Fu-Hsing Wu
Chuen-Horng Lin
Chia-Hwa Lee
Shyr-Shen Yu
Yung-Kuan Chan
Fuh-Jyh Jan

Frontiers in Plant Science

doi 10.3389/fpls.2022.1051348

9,220 views
8 citations

Original Research

Published on 30 Nov 2022

Weed25: A deep learning dataset for weed identification

in Sustainable and Intelligent Phytoprotection

Pei Wang
Yin Tang
Fan Luo
Lihong Wang
Chengsong Li
Qi Niu
Hui Li

Frontiers in Plant Science

doi 10.3389/fpls.2022.1053329

42,574 views
76 citations

Original Research

Published on 30 Nov 2022

Citrus green fruit detection via improved feature network extraction

in Sustainable and Intelligent Phytoprotection

Jianqiang Lu
Ruifan Yang
Chaoran Yu
Jiahan Lin
Wadi Chen
Haiwei Wu
Xin Chen
Yubin Lan
Weixing Wang

Frontiers in Plant Science

doi 10.3389/fpls.2022.946154

4,985 views
15 citations

Original Research

Published on 29 Nov 2022

Hyperspectral detection of fresh corn peeling damage using germinating sparse classification method

in Sustainable and Intelligent Phytoprotection

Zhenye Li
Jun Fu
Zhi Chen
Qiankun Fu
Xiwen Luo

Frontiers in Plant Science

doi 10.3389/fpls.2022.1039110

2,408 views
6 citations

Original Research

Published on 29 Nov 2022

A vegetation classification method based on improved dual-way branch feature fusion U-net

in Sustainable and Intelligent Phytoprotection

Huiling Yu
Dapeng Jiang
Xiwen Peng
Yizhuo Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2022.1047091

2,631 views
6 citations

Original Research

Published on 29 Nov 2022

Cotton aphid infestation monitoring using Sentinel-2 MSI imagery coupled with derivative of ratio spectroscopy and random forest algorithm

in Sustainable and Intelligent Phytoprotection

Hancong Fu
Hengqian Zhao
Rui Song
Yifeng Yang
Zihan Li
Shijia Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2022.1029529

4,578 views
15 citations

Original Research

Published on 25 Nov 2022

Research on accurate perception and control system of fertilization amount for corn fertilization planter

in Sustainable and Intelligent Phytoprotection

Bo Wang
Yafei Wang
Hui Wang
Hanping Mao
Liming Zhou

Frontiers in Plant Science

doi 10.3389/fpls.2022.1074945

5,272 views
14 citations

Original Research

Published on 25 Nov 2022

Potential global distribution area projections of the aphid Lipaphis erysimi and its predator Eupeodes corollae in the context of climate change

in Sustainable and Intelligent Phytoprotection

Yuyang Lian
Aqiang Wang
Sihua Peng
Jingjing Jia
Xiaofeng Yang
Jinlei Li
Shuyan Yang
Rongjiao Zheng
Shihao Zhou

Frontiers in Plant Science

doi 10.3389/fpls.2022.1019693

2,989 views
6 citations

Editorial

Published on 23 Nov 2022

Editorial: AI, sensors and robotics in plant phenotyping and precision agriculture

in Sustainable and Intelligent Phytoprotection

Yongliang Qiao
João Valente
Daobilige Su
Zhao Zhang
Dongjian He

Frontiers in Plant Science

doi 10.3389/fpls.2022.1064219

8,700 views
32 citations

Methods

Published on 23 Nov 2022

Transfer learning for versatile plant disease recognition with limited data

in Sustainable and Intelligent Phytoprotection

Mingle Xu
Sook Yoon
Yongchae Jeong
Dong Sun Park

Frontiers in Plant Science

doi 10.3389/fpls.2022.1010981

7,929 views
40 citations

Original Research

Published on 22 Nov 2022

Sprayer boom height measurement in wheat field using ultrasonic sensor: An exploratory study

in Sustainable and Intelligent Phytoprotection

Xueguan Zhao
Changyuan Zhai
Songlin Wang
Hanjie Dou
Shuo Yang
Xiu Wang
Lipin Chen

Frontiers in Plant Science

doi 10.3389/fpls.2022.1008122

3,852 views
7 citations

Data Report

Published on 18 Nov 2022

LettuceMOT: A dataset of lettuce detection and tracking with re-identification of re-occurred plants for agricultural robots

in Sustainable and Intelligent Phytoprotection

Nan Hu
Shuo Wang
Xuechang Wang
Yu Cai
Daobilige Su
Purevdorj Nyamsuren
Yongliang Qiao
Yu Jiang
Bo Hai
Hang Wei

Frontiers in Plant Science

doi 10.3389/fpls.2022.1047356

8,360 views
9 citations

Systematic Review

Published on 18 Nov 2022

AI-based object detection latest trends in remote sensing, multimedia and agriculture applications

in Sustainable and Intelligent Phytoprotection

Saqib Ali Nawaz
Jingbing Li
Uzair Aslam Bhatti
Muhammad Usman Shoukat
Raza Muhammad Ahmad

Frontiers in Plant Science

doi 10.3389/fpls.2022.1041514

15,058 views
72 citations

Original Research

Published on 14 Nov 2022

Simulation the potential distribution of Dendrolimus houi and its hosts, Pinus yunnanensis and Cryptomeria fortunei, under climate change in China

in Sustainable and Intelligent Phytoprotection

Xianheng Ouyang
Haiping Lin
Shihao Bai
Jie Chen
Anliang Chen

Frontiers in Plant Science

doi 10.3389/fpls.2022.1054710

2,846 views
13 citations

Original Research

Published on 11 Nov 2022

EBE-YOLOv4: A lightweight detecting model for pine cones in forest

in Sustainable and Intelligent Phytoprotection

Zebing Zhang
Dapeng Jiang
Huiling Yu
Yizhuo Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2022.1042332

2,230 views

873 articles

articles

Rodent hole detection in a typical steppe ecosystem using UAS and deep learning

Polar-Net: Green fruit instance segmentation in complex orchard environment

Analysis of desertification combating needs based on potential vegetation NDVI—A case in the Hotan Oasis

Cotton disease identification method based on pruning

Research on the identification and detection of field pests in the complex background based on the rotation detection algorithm

Estimation of soybean yield parameters under lodging conditions using RGB information from unmanned aerial vehicles

Sugarcane stem node detection and localization for cutting using deep learning

Direct and indirect effects of banker plants on population establishment of Harmonia axyridis and aphid control on pepper crop

Data-centric annotation analysis for plant disease detection: Strategy, consistency, and performance

Intelligent image analysis recognizes important orchid viral diseases

Weed25: A deep learning dataset for weed identification

Citrus green fruit detection via improved feature network extraction

Hyperspectral detection of fresh corn peeling damage using germinating sparse classification method

A vegetation classification method based on improved dual-way branch feature fusion U-net

Cotton aphid infestation monitoring using Sentinel-2 MSI imagery coupled with derivative of ratio spectroscopy and random forest algorithm

Research on accurate perception and control system of fertilization amount for corn fertilization planter

Potential global distribution area projections of the aphid Lipaphis erysimi and its predator Eupeodes corollae in the context of climate change

Editorial: AI, sensors and robotics in plant phenotyping and precision agriculture

Transfer learning for versatile plant disease recognition with limited data

Sprayer boom height measurement in wheat field using ultrasonic sensor: An exploratory study

LettuceMOT: A dataset of lettuce detection and tracking with re-identification of re-occurred plants for agricultural robots

AI-based object detection latest trends in remote sensing, multimedia and agriculture applications

Simulation the potential distribution of Dendrolimus houi and its hosts, Pinus yunnanensis and Cryptomeria fortunei, under climate change in China

EBE-YOLOv4: A lightweight detecting model for pine cones in forest