Frontiers in Plant Science | Sustainable and Intelligent Phytoprotection

Original Research

Published on 11 Mar 2024

RAAWC-UNet: an apple leaf and disease segmentation method based on residual attention and atrous spatial pyramid pooling improved UNet with weight compression loss

in Sustainable and Intelligent Phytoprotection

Jianlong Wang
Junhao Jia
Yake Zhang
Haotian Wang
Shisong Zhu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1305358

2,778 views
7 citations

Original Research

Published on 08 Mar 2024

Design and experiment of Panax notoginseng root orientation transplanting device based on YOLOv5s

in Sustainable and Intelligent Phytoprotection

Qinghui Lai
Yongjie Wang
Yu Tan
Wenqiang Sun

Frontiers in Plant Science

doi 10.3389/fpls.2024.1325420

1,320 views
1 citation

Original Research

Published on 07 Mar 2024

Brandt’s vole hole detection and counting method based on deep learning and unmanned aircraft system

in Sustainable and Intelligent Phytoprotection

Wei Wu
Shengping Liu
Xiaochun Zhong
Xiaohui Liu
Dawei Wang
Kejian Lin

Frontiers in Plant Science

doi 10.3389/fpls.2024.1290845

1,946 views
1 citation

Original Research

Published on 06 Mar 2024

Moderate nitrogen application facilitates Bt cotton growth and suppresses population expansion of aphids (Aphis gossypii) by altering plant physiological characteristics

in Sustainable and Intelligent Phytoprotection

Lixiang Guo
Lin Niu
Xiangzhen Zhu
Li Wang
Kaixin Zhang
Dongyang Li
Punniyakotti Elumalai
Xueke Gao
Jichao Ji
Jinjie Cui

Frontiers in Plant Science

doi 10.3389/fpls.2024.1328759

2,022 views
2 citations

Original Research

Published on 05 Mar 2024

Design and evaluate the performance of a mechanical system for the release of Harmonia axyridis adults

in Sustainable and Intelligent Phytoprotection

Xiao-Ya Dong
Xiang Tong
Jing Ma
Bai-Jing Qiu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1297182

1,475 views

Original Research

Published on 04 Mar 2024

Moisture content online detection system based on multi-sensor fusion and convolutional neural network

in Sustainable and Intelligent Phytoprotection

Taoqing Yang
Xia Zheng
Hongwei Xiao
Chunhui Shan
Jikai Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1289783

1,969 views
3 citations

Correction

Published on 28 Feb 2024

Corrigendum: 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.2024.1378628

1,021 views
1 citation

Original Research

Published on 23 Feb 2024

Real-time and lightweight detection of grape diseases based on Fusion Transformer YOLO

in Sustainable and Intelligent Phytoprotection

Yifan Liu
Qiudong Yu
Shuze Geng

Frontiers in Plant Science

doi 10.3389/fpls.2024.1269423

5,073 views
8 citations

Data Report

Published on 21 Feb 2024

An RGB image dataset for seed germination prediction and vigor detection - maize

in Sustainable and Intelligent Phytoprotection

Chengcheng Chen
Muyao Bai
Tairan Wang
Weijia Zhang
Helong Yu
Tiantian Pang
Jiehong Wu
Zhaokui Li
Xianchang Wang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1341335

2,872 views
5 citations

Original Research

Published on 19 Feb 2024

UAV hyperspectral analysis of secondary salinization in arid oasis cotton fields: effects of FOD feature selection and SOA-RF

in Sustainable and Intelligent Phytoprotection

Zeyuan Wang
Jianli Ding
Jiao Tan
Junhao Liu
Tingting Zhang
Weijian Cai
Shanshan Meng

Frontiers in Plant Science

doi 10.3389/fpls.2024.1358965

2,262 views
2 citations

Original Research

Published on 12 Feb 2024

Application of the strip clear-cutting system in a running bamboo (Phyllostachys glauca McClure) forest: feasibility and sustainability assessments

in Sustainable and Intelligent Phytoprotection

Kuan Liang
Guangru Wang
Zhan Shen
Juan Wu
Na Zou
Hongying Yu
Shebao Yu
Fusheng Chen
Jianmin Shi

Frontiers in Plant Science

doi 10.3389/fpls.2024.1335250

1,847 views

Original Research

Published on 12 Feb 2024

Combining machine learning and remote sensing-integrated crop modeling for rice and soybean crop simulation

in Sustainable and Intelligent Phytoprotection

Jonghan Ko
Taehwan Shin
Jiwoo Kang
Jaekyeong Baek
Wan-Gyu Sang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1320969

3,046 views
3 citations

Original Research

Published on 09 Feb 2024

Improving U-net network for semantic segmentation of corns and weeds during corn seedling stage in field

in Sustainable and Intelligent Phytoprotection

Jiapeng Cui
Feng Tan
Nan Bai
Yaping Fu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1344958

2,223 views
11 citations

Original Research

Published on 07 Feb 2024

Few-shot disease recognition algorithm based on supervised contrastive learning

in Sustainable and Intelligent Phytoprotection

Jiawei Mu
Quan Feng
Junqi Yang
Jianhua Zhang
Sen Yang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1341831

1,787 views
3 citations

Original Research

Published on 05 Feb 2024

Pest recognition in microstates state: an improvement of YOLOv7 based on Spatial and Channel Reconstruction Convolution for feature redundancy and vision transformer with Bi-Level Routing Attention

in Sustainable and Intelligent Phytoprotection

Junjie He
Shihao Zhang
Chunhua Yang
Houqiao Wang
Jun Gao
Wei Huang
Qiaomei Wang
Xinghua Wang
Wenxia Yuan
Yamin Wu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1327237

2,257 views
10 citations

Original Research

Published on 05 Feb 2024

Design and experimentation of multi-fruit envelope-cutting kiwifruit picking robot

in Sustainable and Intelligent Phytoprotection

Min Fu
Shike Guo
Anyu Chen
Renxuan Cheng
Xiaoman Cui

Frontiers in Plant Science

doi 10.3389/fpls.2024.1338050

3,433 views
10 citations