Frontiers in Plant Science | Sustainable and Intelligent Phytoprotection

Original Research

Published on 16 Jan 2023

Fusarium head blight monitoring in wheat ears using machine learning and multimodal data from asymptomatic to symptomatic periods

in Sustainable and Intelligent Phytoprotection

Ghulam Mustafa
Hengbiao Zheng
Wei Li
Yuming Yin
Yongqing Wang
Meng Zhou
Peng Liu
Muhammad Bilal
Haiyan Jia
Guoqiang Li

Frontiers in Plant Science

doi 10.3389/fpls.2022.1102341

3,301 views
12 citations

Original Research

Published on 12 Jan 2023

Ecological function of key volatiles in Vitex negundo infested by Aphis gossypii

in Sustainable and Intelligent Phytoprotection

Qingxuan Xu
Changbing Wu
Da Xiao
Zhenyu Jin
Changrong Zhang
Séverin Hatt
Xiaojun Guo
Su Wang

Frontiers in Plant Science

doi 10.3389/fpls.2022.1090559

2,811 views
7 citations

Original Research

Published on 12 Jan 2023

DenseNet weed recognition model combining local variance preprocessing and attention mechanism

in Sustainable and Intelligent Phytoprotection

Ye Mu
Ruiwen Ni
Lili Fu
Tianye Luo
Ruilong Feng
Ji Li
Haohong Pan
Yingkai Wang
Yu Sun
He Gong

Frontiers in Plant Science

doi 10.3389/fpls.2022.1041510

1,961 views
14 citations

Original Research

Published on 12 Jan 2023

Airflow ejection-wrapped clamping type seedling picking method and parameter optimization

in Sustainable and Intelligent Phytoprotection

Guoxin Ma
Xi Chen
Yang Liu
Luhua Han
Hanping Mao
Jianping Hu

Frontiers in Plant Science

doi 10.3389/fpls.2022.1084563

1,681 views
3 citations

Original Research

Published on 11 Jan 2023

Research on a nondestructive model for the detection of the nitrogen content of tomato

in Sustainable and Intelligent Phytoprotection

Xiaodong Zhang
Chaohui Duan
Yafei Wang
Hongyan Gao
Lian Hu
Xinzhong Wang

Frontiers in Plant Science

doi 10.3389/fpls.2022.1093671

1,900 views
7 citations

Original Research

Published on 10 Jan 2023

Low-volume precision spray for plant pest control using profile variable rate spraying and ultrasonic detection

in Sustainable and Intelligent Phytoprotection

Yulong Nan
Huichun Zhang
Jiaqiang Zheng
Kunqi Yang
Yufeng Ge

Frontiers in Plant Science

doi 10.3389/fpls.2022.1042769

3,224 views
17 citations

Original Research

Published on 10 Jan 2023

Tapped area detection and new tapping line location for natural rubber trees based on improved mask region convolutional neural network

in Sustainable and Intelligent Phytoprotection

Yaya Chen
Heng Zhang
Junxiao Liu
Zhifu Zhang
Xirui Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2022.1038000

1,928 views
5 citations

Editorial

Published on 09 Jan 2023

Editorial: Machine learning and artificial intelligence for smart agriculture

in Sustainable and Intelligent Phytoprotection

Chuanlei Zhang
Dong Sun Park
Sook Yoon
Shanwen Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2022.1121468

2,388 views
3 citations

Original Research

Published on 09 Jan 2023

Silencing an aphid-specific gene SmDSR33 for aphid control through plant-mediated RNAi in wheat

in Sustainable and Intelligent Phytoprotection

Jiahui Zhang
Huiyuan Li
Xue Zhong
Jinfu Tian
Arnaud Segers
Lanqin Xia
Frédéric Francis

Frontiers in Plant Science

doi 10.3389/fpls.2022.1100394

3,472 views
10 citations

Original Research

Published on 09 Jan 2023

Precision detection of crop diseases based on improved YOLOv5 model

in Sustainable and Intelligent Phytoprotection

Yun Zhao
Yuan Yang
Xing Xu
Cheng Sun

Frontiers in Plant Science

doi 10.3389/fpls.2022.1066835

3,425 views
16 citations

Original Research

Published on 05 Jan 2023

Defense response of strawberry plants against Botrytis cinerea influenced by coriander extract and essential oil

in Sustainable and Intelligent Phytoprotection

Lina Dėnė
Kristina Laužikė
Neringa Rasiukevičiūtė
Simona Chrapačienė
Aušra Brazaitytė
Akvilė Viršilė
Viktorija Vaštakaitė-Kairienė
Jurga Miliauskienė
Rūta Sutulienė
Giedrė Samuolienė

Frontiers in Plant Science

doi 10.3389/fpls.2022.1098048

3,425 views
10 citations

Original Research

Published on 05 Jan 2023

Visual question answering model for fruit tree disease decision-making based on multimodal deep learning

in Sustainable and Intelligent Phytoprotection

Yubin Lan
Yaqi Guo
Qizhen Chen
Shaoming Lin
Yuntong Chen
Xiaoling Deng

Frontiers in Plant Science

doi 10.3389/fpls.2022.1064399

3,983 views
9 citations

Original Research

Published on 04 Jan 2023

Towards making the fields talks: A real-time cloud enabled IoT crop management platform for smart agriculture

in Sustainable and Intelligent Phytoprotection

Navod Neranjan Thilakarathne
Muhammad Saifullah Abu Bakar
Pg Emerolylariffion Abas
Hayati Yassin

Frontiers in Plant Science

doi 10.3389/fpls.2022.1030168

8,688 views
27 citations

Original Research

Published on 04 Jan 2023

CACPU-Net: Channel attention U-net constrained by point features for crop type mapping

in Sustainable and Intelligent Phytoprotection

Yuan Bian
LinHui Li
WeiPeng Jing

Frontiers in Plant Science

doi 10.3389/fpls.2022.1030595

2,080 views
8 citations

Editorial

Published on 23 Dec 2022

Editorial: Digital twins of plant and forest

in Sustainable and Intelligent Phytoprotection

Zhihan Lv
Houbing Herbert Song
Jun Shen
Neil Vaughan

Frontiers in Plant Science

doi 10.3389/fpls.2022.1049240

2,131 views
1 citation

Original Research

Published on 22 Dec 2022

Sparse attention double-channel FCN network for numerical analysis tracheid features in larch

in Sustainable and Intelligent Phytoprotection

Chao Li
Lixin Zhang
Saipeng Wang
Xun Chen
Weipeng Jing

Frontiers in Plant Science

doi 10.3389/fpls.2022.1079556

1,122 views