Frontiers in Plant Science | Sustainable and Intelligent Phytoprotection

Original Research

Published on 10 May 2024

An improved algorithm based on YOLOv5 for detecting Ambrosia trifida in UAV images

in Sustainable and Intelligent Phytoprotection

Chen Xiaoming
Chen Tianzeng
Meng Haomin
Zhang Ziqi
Wang Dehua
Sun Jianchao
Wang Jun

Frontiers in Plant Science

doi 10.3389/fpls.2024.1360419

3,522 views
8 citations

Original Research

Published on 07 May 2024

Improving the estimation of rice above-ground biomass based on spatio-temporal UAV imagery and phenological stages

in Sustainable and Intelligent Phytoprotection

Yan Dai
Shuang’en Yu
Tao Ma
Jihui Ding
Kaiwen Chen
Guangquan Zeng
Airong Xie
Pingru He
Suhan Peng
Mengxi Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1328834

3,687 views
11 citations

Original Research

Published on 30 Apr 2024

Predicting the suitable cultivation areas of breadfruit crops Artocarpus altilis (Moraceae) under future climate scenarios in Central Java, Indonesia

in Sustainable and Intelligent Phytoprotection

Suyud Warno Utomo
Fatma Lestari
Andrio Adiwibowo
Fatmah
Micah R. Fisher
Hafizha Ilma Qadriina

Frontiers in Plant Science

doi 10.3389/fpls.2024.1363153

3,773 views

Original Research

Published on 25 Apr 2024

Automatic grading evaluation of winter wheat lodging based on deep learning

in Sustainable and Intelligent Phytoprotection

Hecang Zang
Xinqi Su
Yanjing Wang
Guoqiang Li
Jie Zhang
Guoqing Zheng
Weiguo Hu
Hualei Shen

Frontiers in Plant Science

doi 10.3389/fpls.2024.1284861

2,633 views
5 citations

Original Research

Published on 18 Apr 2024

Monitoring and evaluation of vegetation restoration in the Ebinur Lake Wetland National Nature Reserve under lockdown protection

in Sustainable and Intelligent Phytoprotection

Nan Xia
Yuqian Tang
Mengying Tang
Weilin Quan
Zhanjiang Xu
Bowen Zhang
Yuxuan Xiao
Yonggang Ma

Frontiers in Plant Science

doi 10.3389/fpls.2024.1332788

2,110 views
4 citations

Original Research

Published on 16 Apr 2024

Responses of vegetation cover to hydro-climatic variations in Bosten Lake Watershed, NW China

in Sustainable and Intelligent Phytoprotection

Xiangyu Ge
Jianli Ding
Nigenare Amantai
Ju Xiong
Jingzhe Wang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1323445

4,226 views
10 citations

Original Research

Published on 09 Apr 2024

Tomato leaf disease detection based on attention mechanism and multi-scale feature fusion

in Sustainable and Intelligent Phytoprotection

Yong Wang
Panxing Zhang
Shuang Tian

Frontiers in Plant Science

doi 10.3389/fpls.2024.1382802

9,481 views
46 citations

Original Research

Published on 28 Mar 2024

A deep multi-task learning approach to identifying mummy berry infection sites, the disease stage, and severity

in Sustainable and Intelligent Phytoprotection

Hongchun Qu
Chaofang Zheng
Hao Ji
Rui Huang
Dianwen Wei
Seanna Annis
Francis Drummond

Frontiers in Plant Science

doi 10.3389/fpls.2024.1340884

3,216 views
3 citations

Original Research

Published on 28 Mar 2024

Spraying performance and deposition characteristics of an improved air-assisted nozzle with induction charging

in Sustainable and Intelligent Phytoprotection

Huitao Zhou
Mingxiong Ou
Xiang Dong
Wang Zhou
Shiqun Dai
Weidong Jia

Frontiers in Plant Science

doi 10.3389/fpls.2024.1309088

4,315 views
22 citations

Original Research

Published on 28 Mar 2024

Improving the maize crop row navigation line recognition method of YOLOX

in Sustainable and Intelligent Phytoprotection

Hailiang Gong
Weidong Zhuang
Xi Wang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1338228

2,892 views
12 citations

Original Research

Published on 28 Mar 2024

A few-shot learning method for tobacco abnormality identification

in Sustainable and Intelligent Phytoprotection

Hong Lin
Zhenping Qiang
Rita Tse
Su-Kit Tang
Giovanni Pau

Frontiers in Plant Science

doi 10.3389/fpls.2024.1333236

2,734 views
6 citations

Original Research

Published on 27 Mar 2024

A deep semantic network-based image segmentation of soybean rust pathogens

in Sustainable and Intelligent Phytoprotection

Yalin Wu
Zhuobin Xi
Fen Liu
Weiming Hu
Hongjuan Feng
Qinjian Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1340584

2,842 views
4 citations

Original Research

Published on 27 Mar 2024

Improving the accuracy of cotton seedling emergence rate estimation by fusing UAV-based multispectral vegetation indices

in Sustainable and Intelligent Phytoprotection

Tiansheng Li
Haijiang Wang
Jing Cui
Weiju Wang
Wenruiyu Li
Menghao Jiang
Xiaoyan Shi
Jianghui Song
Jingang Wang
Xin Lv

Frontiers in Plant Science

doi 10.3389/fpls.2024.1333089

3,263 views
7 citations

Original Research

Published on 25 Mar 2024

Using agro-ecological zones to improve the representation of a multi-environment trial of soybean varieties

in Sustainable and Intelligent Phytoprotection

Catherine Gilbert
Nicolas Martin

Frontiers in Plant Science

doi 10.3389/fpls.2024.1310461

3,941 views
7 citations

Editorial

Published on 22 Mar 2024

Editorial: AI-empowered services for interconnected smart plant protection systems

in Sustainable and Intelligent Phytoprotection

Xu Zheng

Frontiers in Plant Science

doi 10.3389/fpls.2024.1359627

1,736 views

Review

Published on 14 Mar 2024

Crop detection technologies, mechanical weeding executive parts and working performance of intelligent mechanical weeding: a review

in Sustainable and Intelligent Phytoprotection

Meiqi Xiang
Minghao Qu
Gang Wang
Zhongyang Ma
Xuegeng Chen
Zihao Zhou
Jiangtao Qi
Xiaomei Gao
Hailan Li
Honglei Jia

Frontiers in Plant Science

doi 10.3389/fpls.2024.1361002

19,597 views
13 citations

Original Research

Published on 11 Mar 2024

RAAWC-UNet: an apple leaf and disease segmentation method based on residual attention and atrous spatial pyramid pooling improved UNet with weight compression loss

in Sustainable and Intelligent Phytoprotection

Jianlong Wang
Junhao Jia
Yake Zhang
Haotian Wang
Shisong Zhu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1305358

4,824 views
15 citations

Original Research

Published on 08 Mar 2024

Design and experiment of Panax notoginseng root orientation transplanting device based on YOLOv5s

in Sustainable and Intelligent Phytoprotection

Qinghui Lai
Yongjie Wang
Yu Tan
Wenqiang Sun

Frontiers in Plant Science

doi 10.3389/fpls.2024.1325420

2,068 views
1 citation

Original Research

Published on 07 Mar 2024

Brandt’s vole hole detection and counting method based on deep learning and unmanned aircraft system

in Sustainable and Intelligent Phytoprotection

Wei Wu
Shengping Liu
Xiaochun Zhong
Xiaohui Liu
Dawei Wang
Kejian Lin

Frontiers in Plant Science

doi 10.3389/fpls.2024.1290845

3,248 views
2 citations

Original Research

Published on 06 Mar 2024

Moderate nitrogen application facilitates Bt cotton growth and suppresses population expansion of aphids (Aphis gossypii) by altering plant physiological characteristics

in Sustainable and Intelligent Phytoprotection

Lixiang Guo
Lin Niu
Xiangzhen Zhu
Li Wang
Kaixin Zhang
Dongyang Li
Punniyakotti Elumalai
Xueke Gao
Jichao Ji
Jinjie Cui

Frontiers in Plant Science

doi 10.3389/fpls.2024.1328759

2,890 views
7 citations

Original Research

Published on 05 Mar 2024

Design and evaluate the performance of a mechanical system for the release of Harmonia axyridis adults

in Sustainable and Intelligent Phytoprotection

Xiao-Ya Dong
Xiang Tong
Jing Ma
Bai-Jing Qiu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1297182

2,147 views
1 citation

Original Research

Published on 04 Mar 2024

Moisture content online detection system based on multi-sensor fusion and convolutional neural network

in Sustainable and Intelligent Phytoprotection

Taoqing Yang
Xia Zheng
Hongwei Xiao
Chunhui Shan
Jikai Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1289783

3,737 views
13 citations

Correction

Published on 28 Feb 2024

Corrigendum: Optimizing window size and directional parameters of GLCM texture features for estimating rice AGB based on UAVs multispectral imagery

in Sustainable and Intelligent Phytoprotection

Jikai Liu
Yongji Zhu
Lijuan Song
Xiangxiang Su
Jun Li
Jing Zheng
Xueqing Zhu
Lantian Ren
Wenhui Wang
Xinwei Li

Frontiers in Plant Science

doi 10.3389/fpls.2024.1378628

1,520 views
1 citation

Original Research

Published on 23 Feb 2024

Real-time and lightweight detection of grape diseases based on Fusion Transformer YOLO

in Sustainable and Intelligent Phytoprotection

Yifan Liu
Qiudong Yu
Shuze Geng

Frontiers in Plant Science

doi 10.3389/fpls.2024.1269423

7,427 views
22 citations

873 articles

articles

An improved algorithm based on YOLOv5 for detecting Ambrosia trifida in UAV images

Improving the estimation of rice above-ground biomass based on spatio-temporal UAV imagery and phenological stages

Predicting the suitable cultivation areas of breadfruit crops Artocarpus altilis (Moraceae) under future climate scenarios in Central Java, Indonesia

Automatic grading evaluation of winter wheat lodging based on deep learning

Monitoring and evaluation of vegetation restoration in the Ebinur Lake Wetland National Nature Reserve under lockdown protection

Responses of vegetation cover to hydro-climatic variations in Bosten Lake Watershed, NW China

Tomato leaf disease detection based on attention mechanism and multi-scale feature fusion

A deep multi-task learning approach to identifying mummy berry infection sites, the disease stage, and severity

Spraying performance and deposition characteristics of an improved air-assisted nozzle with induction charging

Improving the maize crop row navigation line recognition method of YOLOX

A few-shot learning method for tobacco abnormality identification

A deep semantic network-based image segmentation of soybean rust pathogens

Improving the accuracy of cotton seedling emergence rate estimation by fusing UAV-based multispectral vegetation indices

Using agro-ecological zones to improve the representation of a multi-environment trial of soybean varieties

Editorial: AI-empowered services for interconnected smart plant protection systems

Crop detection technologies, mechanical weeding executive parts and working performance of intelligent mechanical weeding: a review

RAAWC-UNet: an apple leaf and disease segmentation method based on residual attention and atrous spatial pyramid pooling improved UNet with weight compression loss

Design and experiment of Panax notoginseng root orientation transplanting device based on YOLOv5s

Brandt’s vole hole detection and counting method based on deep learning and unmanned aircraft system

Moderate nitrogen application facilitates Bt cotton growth and suppresses population expansion of aphids (Aphis gossypii) by altering plant physiological characteristics

Design and evaluate the performance of a mechanical system for the release of Harmonia axyridis adults

Moisture content online detection system based on multi-sensor fusion and convolutional neural network

Corrigendum: Optimizing window size and directional parameters of GLCM texture features for estimating rice AGB based on UAVs multispectral imagery

Real-time and lightweight detection of grape diseases based on Fusion Transformer YOLO