Frontiers in Plant Science | Sustainable and Intelligent Phytoprotection

Original Research

Published on 31 May 2023

Study on the detection of water status of tomato (Solanum lycopersicum L.) by multimodal deep learning

in Sustainable and Intelligent Phytoprotection

Zhiyu Zuo
Jindong Mu
Wenjie Li
Quan Bu
Hanping Mao
Xiaodong Zhang
Lvhua Han
Jiheng Ni

Frontiers in Plant Science

doi 10.3389/fpls.2023.1094142

3,049 views
8 citations

Original Research

Published on 30 May 2023

Design and operation of a Peucedani Radix weeding device based on YOLOV5 and a parallel manipulator

in Sustainable and Intelligent Phytoprotection

Xuechen Zhang
Chengmao Cao
Kun Luo
Zhengmin Wu
Kuan Qin
Minhui An
Wuyang Ding
Wang Xiang

Frontiers in Plant Science

doi 10.3389/fpls.2023.1171737

2,184 views
5 citations

Correction

Published on 30 May 2023

Corrigendum: Cotton boll localization method based on point annotation and multi-scale fusion

in Sustainable and Intelligent Phytoprotection

Ming Sun
Yanan Li
Yang Qi
Huabing Zhou
LongXing Tian

Frontiers in Plant Science

doi 10.3389/fpls.2023.1213003

800 views

Original Research

Published on 15 May 2023

A mobile-based system for maize plant leaf disease detection and classification using deep learning

in Sustainable and Intelligent Phytoprotection

Faiza Khan
Noureen Zafar
Muhammad Naveed Tahir
Muhammad Aqib
Hamna Waheed
Zainab Haroon

Frontiers in Plant Science

doi 10.3389/fpls.2023.1079366

14,415 views
54 citations

Original Research

Published on 15 May 2023

Monitoring weed mechanical and chemical damage stress based on chlorophyll fluorescence imaging

in Sustainable and Intelligent Phytoprotection

Longzhe Quan
Keyong Chen
Tianbao Chen
Hailong Li
Wenchang Li
Tianyu Cheng
Fulin Xia
Zhaoxia Lou
Tianyu Geng
Deng Sun

Frontiers in Plant Science

doi 10.3389/fpls.2023.1188981

3,353 views
8 citations

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

3,454 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

1,222 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

3,347 views
12 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

4,960 views
30 citations

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

4,739 views
17 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

1,606 views
2 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

2,829 views
6 citations

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

1,934 views
9 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

1,834 views
1 citation

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

4,432 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

1,804 views
1 citation