Frontiers in Plant Science | Sustainable and Intelligent Phytoprotection

Original Research

Published on 08 Jan 2024

Enhancing estimation of cover crop biomass using field-based high-throughput phenotyping and machine learning models

in Sustainable and Intelligent Phytoprotection

Geng Bai
Katja Koehler-Cole
David Scoby
Vesh R. Thapa
Andrea Basche
Yufeng Ge

Frontiers in Plant Science

doi 10.3389/fpls.2023.1277672

2,603 views
5 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

14,866 views
24 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

2,998 views
4 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

2,435 views
5 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

1,606 views
1 citation

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

1,516 views
4 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

3,685 views
19 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

1,909 views
3 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

1,571 views
2 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

2,063 views
1 citation

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

3,104 views
14 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

1,992 views
4 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

1,462 views
2 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

2,074 views
2 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

2,268 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

2,136 views
5 citations