Frontiers in Plant Science | Sustainable and Intelligent Phytoprotection

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

4,214 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

1,714 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

3,340 views
12 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

3,426 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

4,192 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

3,573 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

6,582 views
26 citations

Methods

Published on 31 Mar 2023

A novel pyramid temporal causal network for weather prediction

in Sustainable and Intelligent Phytoprotection

Minglei Yuan

Frontiers in Plant Science

doi 10.3389/fpls.2023.1143677

2,697 views

Original Research

Published on 31 Mar 2023

Non-destructive monitoring of maize LAI by fusing UAV spectral and textural features

in Sustainable and Intelligent Phytoprotection

Xinkai Sun
Zhongyu Yang
Pengyan Su
Kunxi Wei
Zhigang Wang
Chenbo Yang
Chao Wang
Mingxing Qin
Lujie Xiao
Wude Yang

Frontiers in Plant Science

doi 10.3389/fpls.2023.1158837

3,461 views
24 citations

Original Research

Published on 28 Mar 2023

All-in-one aerial image enhancement network for forest scenes

in Sustainable and Intelligent Phytoprotection

Zhaoqi Chen
Chuansheng Wang
Fuquan Zhang
Ling Zhang
Antoni Grau
Edmundo Guerra

Frontiers in Plant Science

doi 10.3389/fpls.2023.1154176

2,331 views
4 citations

Original Research

Published on 27 Mar 2023

A real-time smart sensing system for automatic localization and recognition of vegetable plants for weed control

in Sustainable and Intelligent Phytoprotection

Jia-Le Li
Wen-Hao Su
He-Yi Zhang
Yankun Peng

Frontiers in Plant Science

doi 10.3389/fpls.2023.1133969

3,135 views
10 citations

Original Research

Published on 24 Mar 2023

A decision-making method for reservoir operation schemes based on deep learning and whale optimization algorithm

in Sustainable and Intelligent Phytoprotection

Qiang Hu
He-xuan Hu
Zhen-zhou Lin
Zhi-hao Chen
Ye Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2023.1102855

2,752 views
6 citations

Review

Published on 14 Mar 2023

Translating virome analyses to support biosecurity, on-farm management, and crop breeding

in Sustainable and Intelligent Phytoprotection

Ricardo I. Alcalá Briseño
Ozgur Batuman
Jeremy Brawner
Wilmer J. Cuellar
Erik Delaquis
Berea A. Etherton
Ronald D. French-Monar
Jan F. Kreuze
Israel Navarrete
Kwame Ogero

Frontiers in Plant Science

doi 10.3389/fpls.2023.1056603

6,200 views
6 citations

Original Research

Published on 14 Mar 2023

Frame vibration states identification for corn harvester based on joint improved empirical mode decomposition - Support vector machine method

in Sustainable and Intelligent Phytoprotection

Jun Fu
Chao Chen
Rongqiang Zhao
Zhi Chen
Dan Li
Yongliang Qiao

Frontiers in Plant Science

doi 10.3389/fpls.2023.1065209

2,132 views
1 citation

Original Research

Published on 13 Mar 2023

Fine-grained weed recognition using Swin Transformer and two-stage transfer learning

in Sustainable and Intelligent Phytoprotection

Yecheng Wang
Shuangqing Zhang
Baisheng Dai
Sensen Yang
Haochen Song

Frontiers in Plant Science

doi 10.3389/fpls.2023.1134932

3,786 views
15 citations

Original Research

Published on 10 Mar 2023

Phenotyping grapevine red blotch virus and grapevine leafroll-associated viruses before and after symptom expression through machine-learning analysis of hyperspectral images

in Sustainable and Intelligent Phytoprotection

Erica Sawyer
Eve Laroche-Pinel
Madison Flasco
Monica L. Cooper
Benjamin Corrales
Marc Fuchs
Luca Brillante

Frontiers in Plant Science

doi 10.3389/fpls.2023.1117869

4,894 views
16 citations