Frontiers in Plant Science | Sustainable and Intelligent Phytoprotection

Original Research

Published on 07 Jun 2023

Simulating soil salinity dynamics, cotton yield and evapotranspiration under drip irrigation by ensemble machine learning

in Sustainable and Intelligent Phytoprotection

Zewei Jiang
Shihong Yang
Shide Dong
Qingqing Pang
Pete Smith
Mohamed Abdalla
Jie Zhang
Guangmei Wang
Yi Xu

Frontiers in Plant Science

doi 10.3389/fpls.2023.1143462

4,934 views
9 citations

Original Research

Published on 06 Jun 2023

Evaluation of typical ecosystem services in Dabie Mountain area and its application in improving residents' well-being

in Sustainable and Intelligent Phytoprotection

Muyi Huang
Guozhao Zhang
Qilong Wang
Qi Yin
Jizhong Wang
Weihua Li
Shaoru Feng
Qiaojun Ke
Qin Guo

Frontiers in Plant Science

doi 10.3389/fpls.2023.1195644

3,422 views
7 citations

Original Research

Published on 06 Jun 2023

Combining thermal imaging and soil water content sensors to assess tree water status in pear trees

in Sustainable and Intelligent Phytoprotection

Victor Blanco
Noah Willsea
Thiago Campbell
Orlando Howe
Lee Kalcsits

Frontiers in Plant Science

doi 10.3389/fpls.2023.1197437

3,966 views
23 citations

Editorial

Published on 05 Jun 2023

Editorial: AI, sensors and robotics in plant phenotyping and precision agriculture, volume II

in Sustainable and Intelligent Phytoprotection

Daobilige Su
Yongliang Qiao
Yu Jiang
João Valente
Zhao Zhang
Dongjian He

Frontiers in Plant Science

doi 10.3389/fpls.2023.1215899

7,554 views
8 citations

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

4,200 views
10 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

3,048 views
6 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

1,126 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

18,787 views
86 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

4,593 views
11 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

4,716 views
24 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

1,758 views
3 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

4,452 views
16 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

7,165 views
41 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

6,365 views
24 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

2,362 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

3,513 views
8 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

2,445 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

2,745 views
10 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

6,392 views
18 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

2,591 views
1 citation

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

4,517 views
23 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

4,879 views
31 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

6,887 views
14 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

5,032 views
11 citations

873 articles

articles

Simulating soil salinity dynamics, cotton yield and evapotranspiration under drip irrigation by ensemble machine learning

Evaluation of typical ecosystem services in Dabie Mountain area and its application in improving residents' well-being

Combining thermal imaging and soil water content sensors to assess tree water status in pear trees

Editorial: AI, sensors and robotics in plant phenotyping and precision agriculture, volume II

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

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

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

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

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

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

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

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

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

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

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

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

Theoretical and experimental studies on the oil-based emulsion spray

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

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

Image dataset of tea chrysanthemums in complex outdoor scenes

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

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

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

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