Frontiers in Plant Science | Sustainable and Intelligent Phytoprotection

Editorial

Published on 08 Jan 2024

Editorial: Aphids as plant pests: from biology to green control technology

in Sustainable and Intelligent Phytoprotection

Julian Chen

Frontiers in Plant Science

doi 10.3389/fpls.2023.1337558

2,702 views
3 citations

Review

Published on 05 Jan 2024

Deep learning for medicinal plant species classification and recognition: a systematic review

in Sustainable and Intelligent Phytoprotection

Adibaru Kiflie Mulugeta
Durga Prasad Sharma
Abebe Haile Mesfin

Frontiers in Plant Science

doi 10.3389/fpls.2023.1286088

23,300 views
59 citations

Original Research

Published on 04 Jan 2024

Estimating the frost damage index in lettuce using UAV-based RGB and multispectral images

in Sustainable and Intelligent Phytoprotection

Yiwen Liu
Songtao Ban
Shiwei Wei
Linyi Li
Minglu Tian
Dong Hu
Weizhen Liu
Tao Yuan

Frontiers in Plant Science

doi 10.3389/fpls.2023.1242948

4,548 views
9 citations

Original Research

Published on 04 Jan 2024

Reducing environmental exposure to PPPs in super-high density olive orchards using UAV sprayers

in Sustainable and Intelligent Phytoprotection

Luis Sánchez-Fernández
María Barrera-Báez
Jorge Martínez-Guanter
Manuel Pérez-Ruiz

Frontiers in Plant Science

doi 10.3389/fpls.2023.1272372

3,572 views
10 citations

Original Research

Published on 04 Jan 2024

Zero-exemplar deep continual learning for crop disease recognition: a study of total variation attention regularization in vision transformers

in Sustainable and Intelligent Phytoprotection

Boyuan Wang

Frontiers in Plant Science

doi 10.3389/fpls.2023.1283055

2,648 views
4 citations

Original Research

Published on 03 Jan 2024

Coefficient of variation method combined with XGboost ensemble model for wheat growth monitoring

in Sustainable and Intelligent Phytoprotection

Xinyan Li
Changchun Li
Fuchen Guo
Xiaopeng Meng
Yanghua Liu
Fang Ren

Frontiers in Plant Science

doi 10.3389/fpls.2023.1267108

2,813 views
12 citations

Original Research

Published on 03 Jan 2024

Combining spectral and texture feature of UAV image with plant height to improve LAI estimation of winter wheat at jointing stage

in Sustainable and Intelligent Phytoprotection

Mengxi Zou
Yu Liu
Maodong Fu
Cunjun Li
Zixiang Zhou
Haoran Meng
Enguang Xing
Yanmin Ren

Frontiers in Plant Science

doi 10.3389/fpls.2023.1272049

6,037 views
40 citations

Original Research

Published on 03 Jan 2024

Research on a UAV spray system combined with grid atomized droplets

in Sustainable and Intelligent Phytoprotection

Xiuyun Xue
Yu Tian
Zhenyu Yang
Zhen Li
Shilei Lyu
Shuran Song
Daozong Sun

Frontiers in Plant Science

doi 10.3389/fpls.2023.1286332

2,881 views
6 citations

Original Research

Published on 21 Dec 2023

Design and test of Kinect-based variable spraying control system for orchards

in Sustainable and Intelligent Phytoprotection

Xiuyun Xue
Qin Luo
Yihang Ji
Zhaoyong Ma
Jiani Zhu
Zhen Li
Shilei Lyu
Daozong Sun
Shuran Song

Frontiers in Plant Science

doi 10.3389/fpls.2023.1297879

2,652 views
6 citations

Original Research

Published on 21 Dec 2023

Attention-aided lightweight networks friendly to smart weeding robot hardware resources for crops and weeds semantic segmentation

in Sustainable and Intelligent Phytoprotection

Yifan Wei
Yuncong Feng
Xiaotang Zhou
Guishen Wang

Frontiers in Plant Science

doi 10.3389/fpls.2023.1320448

2,838 views
2 citations

Original Research

Published on 19 Dec 2023

Optimizing window size and directional parameters of GLCM texture features for estimating rice AGB based on UAVs multispectral imagery

in Sustainable and Intelligent Phytoprotection

Jikai Liu
Yongji Zhu
Lijuan Song
Xiangxiang Su
Jun Li
Jing Zheng
Xueqing Zhu
Lantian Ren
Wenhui Wang
Xinwei Li

Frontiers in Plant Science

doi 10.3389/fpls.2023.1284235

5,614 views
28 citations

Original Research

Published on 15 Dec 2023

An end-to-end seed vigor prediction model for imbalanced samples using hyperspectral image

in Sustainable and Intelligent Phytoprotection

Tiantian Pang
Chengcheng Chen
Ronghao Fu
Xianchang Wang
Helong Yu

Frontiers in Plant Science

doi 10.3389/fpls.2023.1322391

3,076 views
7 citations

Editorial

Published on 13 Dec 2023

Editorial: Weed identification and integrated control

in Sustainable and Intelligent Phytoprotection

Pei Wang
Gerassimos Peteinatos
Aspasia Efthimiadou
Wei Ma

Frontiers in Plant Science

doi 10.3389/fpls.2023.1351481

2,162 views
3 citations

Original Research

Published on 06 Dec 2023

Ultra-high static magnetic field induces a change in the spectrum but not frequency of DNA spontaneous mutations in Arabidopsis thaliana

in Sustainable and Intelligent Phytoprotection

Xiang Xu
Mengjiao Chen
Tianli Chen
Xinda Ni
Zhicai Fang
Yanwen Fang
Lei Zhang
Xin Zhang
Jirong Huang

Frontiers in Plant Science

doi 10.3389/fpls.2023.1305069

3,126 views
3 citations

Original Research

Published on 05 Dec 2023

Design of a trichogramma balls UAV delivery system and quality analysis of delivery operation

in Sustainable and Intelligent Phytoprotection

Hang Xing
Mengjie Li
Yijuan Qin
Gangao Fan
Yinwei Zhao
Jia Lv
Jiyu Li

Frontiers in Plant Science

doi 10.3389/fpls.2023.1247169

3,272 views

Original Research

Published on 05 Dec 2023

Research on weed identification in soybean fields based on the lightweight segmentation model DCSAnet

in Sustainable and Intelligent Phytoprotection

Helong Yu
Minghang Che
Han Yu
Yuntao Ma

Frontiers in Plant Science

doi 10.3389/fpls.2023.1268218

2,968 views
7 citations

Original Research

Published on 04 Dec 2023

Risk-based regionalization approach for area-wide management of HLB vectors in the Mediterranean Basin

in Sustainable and Intelligent Phytoprotection

Anaïs Galvañ
Renato Beozzo Bassanezi
Weiqi Luo
Pilar Vanaclocha
Antonio Vicent
Elena Lázaro

Frontiers in Plant Science

doi 10.3389/fpls.2023.1256935

4,967 views
5 citations

Original Research

Published on 30 Nov 2023

An efficient approach to detect and track winter flush growth of litchi tree based on UAV remote sensing and semantic segmentation

in Sustainable and Intelligent Phytoprotection

Shudai Bai
Juntao Liang
Teng Long
Changjiang Liang
Jinxin Zhou
Weiyi Ge
Binshan Huang
Yubin Lan
Jing Zhao
Yongbing Long

Frontiers in Plant Science

doi 10.3389/fpls.2023.1307492

2,575 views
4 citations

Original Research

Published on 29 Nov 2023

Evaluation of the deposition and distribution of spray droplets in citrus orchards by plant protection drones

in Sustainable and Intelligent Phytoprotection

Yu Yan
Yubin Lan
Guobin Wang
Mujahid Hussain
Huizheng Wang
Xiaoqing Yu
Changfeng Shan
Baoju Wang
Cancan Song

Frontiers in Plant Science

doi 10.3389/fpls.2023.1303669

7,108 views
20 citations

Original Research

Published on 28 Nov 2023

LodgeNet: an automated framework for precise detection and classification of wheat lodging severity levels in precision farming

in Sustainable and Intelligent Phytoprotection

Nisar Ali
Ahmed Mohammed
Abdul Bais
Jatinder S. Sangha
Yuefeng Ruan
Richard D. Cuthbert

Frontiers in Plant Science

doi 10.3389/fpls.2023.1255961

3,418 views
15 citations

Original Research

Published on 27 Nov 2023

Detection of citrus diseases in complex backgrounds based on image–text multimodal fusion and knowledge assistance

in Sustainable and Intelligent Phytoprotection

Xia Qiu
Hongwen Chen
Ping Huang
Dan Zhong
Tao Guo
Changbin Pu
Zongnan Li
Yongling Liu
Jin Chen
Si Wang

Frontiers in Plant Science

doi 10.3389/fpls.2023.1280365

7,945 views
12 citations

Original Research

Published on 23 Nov 2023

MSGF-GLP: fusion method of visible and hyperspectral data for early detection of discolored standing trees

in Sustainable and Intelligent Phytoprotection

Hongwei Zhou
Yixuan Wu
Weiguang Wang
Jiayin Song
Guoyang Liu
Jie Shi
Hong Sun

Frontiers in Plant Science

doi 10.3389/fpls.2023.1280445

2,308 views
2 citations

Original Research

Published on 22 Nov 2023

Forest stand spectrum reconstruction using spectrum spatial feature gathering and multilayer perceptron

in Sustainable and Intelligent Phytoprotection

Fan Wang
Linghan Song
Xiaojie Liu
Shuangwen Zhong
Jiawei Wang
Yao Zhang
Yun Wu

Frontiers in Plant Science

doi 10.3389/fpls.2023.1223366

2,588 views
1 citation

Original Research

Published on 17 Nov 2023

Pest recognition based on multi-image feature localization and adaptive filtering fusion

in Sustainable and Intelligent Phytoprotection

Yanan Chen
Miao Chen
Minghui Guo
Jianji Wang
Nanning Zheng

Frontiers in Plant Science

doi 10.3389/fpls.2023.1282212

2,963 views
9 citations

873 articles

articles

Editorial: Aphids as plant pests: from biology to green control technology

Deep learning for medicinal plant species classification and recognition: a systematic review

Estimating the frost damage index in lettuce using UAV-based RGB and multispectral images

Reducing environmental exposure to PPPs in super-high density olive orchards using UAV sprayers

Zero-exemplar deep continual learning for crop disease recognition: a study of total variation attention regularization in vision transformers

Coefficient of variation method combined with XGboost ensemble model for wheat growth monitoring

Combining spectral and texture feature of UAV image with plant height to improve LAI estimation of winter wheat at jointing stage

Research on a UAV spray system combined with grid atomized droplets

Design and test of Kinect-based variable spraying control system for orchards

Attention-aided lightweight networks friendly to smart weeding robot hardware resources for crops and weeds semantic segmentation

Optimizing window size and directional parameters of GLCM texture features for estimating rice AGB based on UAVs multispectral imagery

An end-to-end seed vigor prediction model for imbalanced samples using hyperspectral image

Editorial: Weed identification and integrated control

Ultra-high static magnetic field induces a change in the spectrum but not frequency of DNA spontaneous mutations in Arabidopsis thaliana

Design of a trichogramma balls UAV delivery system and quality analysis of delivery operation

Research on weed identification in soybean fields based on the lightweight segmentation model DCSAnet

Risk-based regionalization approach for area-wide management of HLB vectors in the Mediterranean Basin

An efficient approach to detect and track winter flush growth of litchi tree based on UAV remote sensing and semantic segmentation

Evaluation of the deposition and distribution of spray droplets in citrus orchards by plant protection drones

LodgeNet: an automated framework for precise detection and classification of wheat lodging severity levels in precision farming

Detection of citrus diseases in complex backgrounds based on image–text multimodal fusion and knowledge assistance

MSGF-GLP: fusion method of visible and hyperspectral data for early detection of discolored standing trees

Forest stand spectrum reconstruction using spectrum spatial feature gathering and multilayer perceptron

Pest recognition based on multi-image feature localization and adaptive filtering fusion