Frontiers in Plant Science | Sustainable and Intelligent Phytoprotection

Original Research

Published on 02 Oct 2023

A New Deep Learning-based Dynamic Paradigm Towards Open-World Plant Disease Detection

in Sustainable and Intelligent Phytoprotection

Jiuqing Dong
Alvaro Fuentes
Sook Yoon
Hyongsuk Kim
Yongchae Jeong
Dong Sun Park

Frontiers in Plant Science

doi 10.3389/fpls.2023.1243822

3,674 views
9 citations

Original Research

Published on 28 Sep 2023

YOLOv8-Peas: a lightweight drought tolerance method for peas based on seed germination vigor

in Sustainable and Intelligent Phytoprotection

Haoyu Jiang
Fei Hu
Xiuqing Fu
Cairong Chen
Chen Wang
Luxu Tian
Yuran Shi

Frontiers in Plant Science

doi 10.3389/fpls.2023.1257947

6,144 views
19 citations

Original Research

Published on 28 Sep 2023

Automatic pest identification system in the greenhouse based on deep learning and machine vision

in Sustainable and Intelligent Phytoprotection

Xiaolei Zhang
Junyi Bu
Xixiang Zhou
Xiaochan Wang

Frontiers in Plant Science

doi 10.3389/fpls.2023.1255719

7,905 views
15 citations

Original Research

Published on 28 Sep 2023

A tea bud segmentation, detection and picking point localization based on the MDY7-3PTB model

in Sustainable and Intelligent Phytoprotection

Fenyun Zhang
Hongwei Sun
Shuang Xie
Chunwang Dong
You Li
Yiting Xu
Zhengwei Zhang
Fengnong Chen

Frontiers in Plant Science

doi 10.3389/fpls.2023.1199473

2,951 views
15 citations

Original Research

Published on 28 Sep 2023

Development and evaluation of 4WSS electric-driven chassis for high-clearance sprayer

in Sustainable and Intelligent Phytoprotection

Siwei He
Yue Shen
Yafei Zhang
Hui Liu

Frontiers in Plant Science

doi 10.3389/fpls.2023.1258744

2,325 views
3 citations

Perspective

Published on 22 Sep 2023

Embracing limited and imperfect training datasets: opportunities and challenges in plant disease recognition using deep learning

in Sustainable and Intelligent Phytoprotection

Mingle Xu
Hyongsuk Kim
Jucheng Yang
Alvaro Fuentes
Yao Meng
Sook Yoon
Taehyun Kim
Dong Sun Park

Frontiers in Plant Science

doi 10.3389/fpls.2023.1225409

4,595 views
20 citations

Original Research

Published on 21 Sep 2023

Estimating potassium in potato plants based on multispectral images acquired from unmanned aerial vehicles

in Sustainable and Intelligent Phytoprotection

YanPeng Ma
ZhiChao Chen
YiGuang Fan
MingBo Bian
GuiJun Yang
RiQiang Chen
HaiKuan Feng

Frontiers in Plant Science

doi 10.3389/fpls.2023.1265132

2,717 views
7 citations

Original Research

Published on 19 Sep 2023

Estimating yield-contributing physiological parameters of cotton using UAV-based imagery

in Sustainable and Intelligent Phytoprotection

Amrit Pokhrel
Simerjeet Virk
John L. Snider
George Vellidis
Lavesta C. Hand
Henry Y. Sintim
Ved Parkash
Devendra P. Chalise
Joshua M. Lee
Coleman Byers

Frontiers in Plant Science

doi 10.3389/fpls.2023.1248152

4,321 views
7 citations

Original Research

Published on 19 Sep 2023

Explainable deep learning model for automatic mulberry leaf disease classification

in Sustainable and Intelligent Phytoprotection

Md. Nahiduzzaman
Muhammad E. H. Chowdhury
Abdus Salam
Emama Nahid
Faruque Ahmed
Nasser Al-Emadi
Mohamed Arselene Ayari
Amith Khandakar
Julfikar Haider

Frontiers in Plant Science

doi 10.3389/fpls.2023.1175515

6,479 views
33 citations

Original Research

Published on 18 Sep 2023

Using crop intercepted solar radiation and vegetation index to estimate dry matter yield of Choy Sum

in Sustainable and Intelligent Phytoprotection

Yiyin He
Zhao Wang
Sashuang Sun
Lijun Zhu
Yu Li
Xiaoxiao Wang
Jiang Shi
Si Chen
Dunchang Qi
Junxiang Peng

Frontiers in Plant Science

doi 10.3389/fpls.2023.1208404

2,516 views
2 citations

Original Research

Published on 18 Sep 2023

Remote sensing continuity: a comparison of HTP platforms and potential challenges with field applications

in Sustainable and Intelligent Phytoprotection

Andrew W. Herr
Arron H. Carter

Frontiers in Plant Science

doi 10.3389/fpls.2023.1233892

1,823 views
3 citations

Original Research

Published on 13 Sep 2023

Construction and verification of machine vision algorithm model based on apple leaf disease images

in Sustainable and Intelligent Phytoprotection

Gao Ang
Ren Han
Song Yuepeng
Ren Longlong
Zhang Yue
Han Xiang

Frontiers in Plant Science

doi 10.3389/fpls.2023.1246065

1,716 views
5 citations

Original Research

Published on 13 Sep 2023

MixSeg: a lightweight and accurate mix structure network for semantic segmentation of apple leaf disease in complex environments

in Sustainable and Intelligent Phytoprotection

Bibo Lu
Jiangwen Lu
Xinchao Xu
Yuxin Jin

Frontiers in Plant Science

doi 10.3389/fpls.2023.1233241

2,259 views
8 citations

Data Report

Published on 12 Sep 2023

OLID I: an open leaf image dataset for plant stress recognition

in Sustainable and Intelligent Phytoprotection

Nabil Anan Orka
M. Nazim Uddin
Fardeen Md. Toushique
M. Shahadath Hossain

Frontiers in Plant Science

doi 10.3389/fpls.2023.1251888

5,699 views
2 citations

Original Research

Published on 11 Sep 2023

Effect of adjuvants on physicochemical properties of lime sulfur on flower/paraffin and application on flower thinning

in Sustainable and Intelligent Phytoprotection

Yuanyuan Li
Yang Liu
Changjie Wu
Rui Zhao
Minghua Li
Jing Cai
Li Ma
Xiongkui He
Xuemin Wu
Zhang Zhenhua

Frontiers in Plant Science

doi 10.3389/fpls.2023.1257672

2,275 views
4 citations

Original Research

Published on 11 Sep 2023

Spray losses study of two pesticides by UASS in integrated rice–crayfish farming system and acute toxicity evaluation on Procambarus clarkii

in Sustainable and Intelligent Phytoprotection

Yang Liu
Guangyu Wang
Yuanyuan Li
Zhenhua Zhang
Sen Pang
Xiongkui He
Jianli Song

Frontiers in Plant Science

doi 10.3389/fpls.2023.1212818

1,595 views
2 citations