Frontiers in Plant Science | Sustainable and Intelligent Phytoprotection

Original Research

Published on 12 May 2023

A Lightweight convolutional neural network for nicotine prediction in tobacco by near-infrared spectroscopy

in Sustainable and Intelligent Phytoprotection

Di Wang
Fengyuan Zhao
Rui Wang
Junwei Guo
Cihai Zhang
Huimin Liu
Yongsheng Wang
Guohao Zong
Le Zhao
Weihua Feng

Frontiers in Plant Science

doi 10.3389/fpls.2023.1138693

3,319 views
15 citations

Original Research

Published on 10 May 2023

“H” sprayer effect on liquid deposition on cucumber leaves and powdery mildew prevention in the shed

in Sustainable and Intelligent Phytoprotection

Weicai Qin
Xuan Chen
Panyang Chen

Frontiers in Plant Science

doi 10.3389/fpls.2023.1175939

1,169 views
2 citations

Original Research

Published on 08 May 2023

Classification and localization of maize leaf spot disease based on weakly supervised learning

in Sustainable and Intelligent Phytoprotection

Shuai Yang
Ziyao Xing
Hengbin Wang
Xiang Gao
Xinrui Dong
Yu Yao
Runda Zhang
Xiaodong Zhang
Shaoming Li
Yuanyuan Zhao

Frontiers in Plant Science

doi 10.3389/fpls.2023.1128399

3,268 views
10 citations

Original Research

Published on 08 May 2023

Detecting different pesticide residues on Hami melon surface using hyperspectral imaging combined with 1D-CNN and information fusion

in Sustainable and Intelligent Phytoprotection

Yating Hu
Benxue Ma
Huting Wang
Yuanjia Zhang
Yujie Li
Guowei Yu

Frontiers in Plant Science

doi 10.3389/fpls.2023.1105601

4,562 views
28 citations

Original Research

Published on 08 May 2023

Computational model of pesticide deposition distribution on canopies for air-assisted spraying

in Sustainable and Intelligent Phytoprotection

Hanjie Dou
Qi Li
Changyuan Zhai
Shuo Yang
Chunjiang Zhao
Yuanyuan Gao
Yakai He

Frontiers in Plant Science

doi 10.3389/fpls.2023.1153904

1,525 views
1 citation

Original Research

Published on 08 May 2023

Effects of sprayer speed, spray distance, and nozzle arrangement angle on low-flow air-assisted spray deposition

in Sustainable and Intelligent Phytoprotection

Shiqun Dai
Mingxiong Ou
Wentao Du
Xuejun Yang
Xiang Dong
Li Jiang
Tie Zhang
Suming Ding
Weidong Jia

Frontiers in Plant Science

doi 10.3389/fpls.2023.1184244

4,498 views
15 citations

Editorial

Published on 20 Apr 2023

Editorial: Machine learning and artificial intelligence for smart agriculture, volume II

in Sustainable and Intelligent Phytoprotection

Shanwen Zhang
Chuanlei Zhang
Dong Sun Park
Sook Yoon

Frontiers in Plant Science

doi 10.3389/fpls.2023.1166209

2,693 views
5 citations

Original Research

Published on 19 Apr 2023

Theoretical and experimental studies on the oil-based emulsion spray

in Sustainable and Intelligent Phytoprotection

Chen Gong
Fujun Chen
Can Kang

Frontiers in Plant Science

doi 10.3389/fpls.2023.1164200

1,753 views
1 citation

Original Research

Published on 19 Apr 2023

Productivity model and experiment of field crop spraying by plant protection unmanned aircraft

in Sustainable and Intelligent Phytoprotection

Weicai Qin
Panyang Chen
Baokun Wang

Frontiers in Plant Science

doi 10.3389/fpls.2023.1168228

1,876 views
9 citations

Original Research

Published on 14 Apr 2023

Automatic acoustic recognition of pollinating bee species can be highly improved by Deep Learning models accompanied by pre-training and strong data augmentation

in Sustainable and Intelligent Phytoprotection

Alef Iury Siqueira Ferreira
Nádia Felix Felipe da Silva
Fernanda Neiva Mesquita
Thierson Couto Rosa
Victor Hugo Monzón
José Neiva Mesquita-Neto

Frontiers in Plant Science

doi 10.3389/fpls.2023.1081050

4,177 views
12 citations

Data Report

Published on 14 Apr 2023

Image dataset of tea chrysanthemums in complex outdoor scenes

in Sustainable and Intelligent Phytoprotection

Siyang Zang
Lei Shu
Kai Huang
Zhiyong Guan
Ru Han
Ravi Valluru
Xiaochan Wang
Jiaxu Bao
Ye Zheng
Yifan Chen

Frontiers in Plant Science

doi 10.3389/fpls.2023.1134911

1,704 views

Original Research

Published on 14 Apr 2023

Rice pest identification based on multi-scale double-branch GAN-ResNet

in Sustainable and Intelligent Phytoprotection

Kui Hu
YongMin Liu
Jiawei Nie
Xinying Zheng
Wei Zhang
Yuan Liu
TianQiang Xie

Frontiers in Plant Science

doi 10.3389/fpls.2023.1167121

3,294 views
11 citations

Original Research

Published on 14 Apr 2023

TasselLFANet: a novel lightweight multi-branch feature aggregation neural network for high-throughput image-based maize tassels detection and counting

in Sustainable and Intelligent Phytoprotection

Zhenghong Yu
Jianxiong Ye
Cuina Li
Huabing Zhou
Xun Li

Frontiers in Plant Science

doi 10.3389/fpls.2023.1158940

3,373 views
23 citations

Original Research

Published on 12 Apr 2023

Evaluation of an autonomous smart system for optimal management of fertigation with variable sources of irrigation water

in Sustainable and Intelligent Phytoprotection

Alberto Imbernón-Mulero
José F. Maestre-Valero
Victoriano Martínez-Alvarez
Francisco J. García-García
Francisco J. Jódar-Conesa
Belén Gallego-Elvira

Frontiers in Plant Science

doi 10.3389/fpls.2023.1149956

4,144 views
5 citations

Original Research

Published on 03 Apr 2023

Key ingredients in Verbena officinalis and determination of their anti-atherosclerotic effect using a computer-aided drug design approach

in Sustainable and Intelligent Phytoprotection

Yuting Chen
Yuanyuan Gan
Jingxuan Yu
Xiao Ye
Wei Yu

Frontiers in Plant Science

doi 10.3389/fpls.2023.1154266

3,556 views
6 citations

Original Research

Published on 03 Apr 2023

Migration risk of fall armyworm (Spodoptera frugiperda) from North Africa to Southern Europe

in Sustainable and Intelligent Phytoprotection

Jing Wang
Yanru Huang
Linsheng Huang
Yingying Dong
Wenjiang Huang
Huiqin Ma
Hansu Zhang
Xueyan Zhang
Xinyu Chen
Yunlei Xu

Frontiers in Plant Science

doi 10.3389/fpls.2023.1141470

6,534 views
26 citations