Frontiers in Plant Science | Sustainable and Intelligent Phytoprotection

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

4,589 views
7 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

3,305 views
10 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

2,684 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

4,765 views
12 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

3,946 views
17 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

3,616 views
13 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

3,136 views
17 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

5,612 views
16 citations

Methods

Published on 01 Feb 2024

IoT-based system of prevention and control for crop diseases and insect pests

in Sustainable and Intelligent Phytoprotection

Zhibin Wang
Xiaojun Qiao
Ying Wang
Hao Yu
Cuixia Mu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1323074

16,994 views
27 citations

Original Research

Published on 30 Jan 2024

Tomato leaf disease recognition based on multi-task distillation learning

in Sustainable and Intelligent Phytoprotection

Bo Liu
Shusen Wei
Fan Zhang
Nawei Guo
Hongyu Fan
Wei Yao

Frontiers in Plant Science

doi 10.3389/fpls.2023.1330527

4,992 views
17 citations

Methods

Published on 29 Jan 2024

Design and experiments with a SLAM system for low-density canopy environments in greenhouses based on an improved Cartographer framework

in Sustainable and Intelligent Phytoprotection

Haoran Tan
Xueguan Zhao
Changyuan Zhai
Hao Fu
Liping Chen
Minli Yang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1276799

4,397 views
12 citations

Editorial

Published on 26 Jan 2024

Editorial: Remote sensing for field-based crop phenotyping

in Sustainable and Intelligent Phytoprotection

Jiangang Liu
Zhenjiang Zhou
Bo Li

Frontiers in Plant Science

doi 10.3389/fpls.2024.1368694

2,568 views
2 citations

Methods

Published on 25 Jan 2024

DIC-Transformer: interpretation of plant disease classification results using image caption generation technology

in Sustainable and Intelligent Phytoprotection

Qingtian Zeng
Jian Sun
Shansong Wang

Frontiers in Plant Science

doi 10.3389/fpls.2023.1273029

3,113 views
7 citations

Original Research

Published on 24 Jan 2024

TRiP: a transfer learning based rice disease phenotype recognition platform using SENet and microservices

in Sustainable and Intelligent Phytoprotection

Peisen Yuan
Ye Xia
Yongchao Tian
Huanliang Xu

Frontiers in Plant Science

doi 10.3389/fpls.2023.1255015

1,976 views
12 citations

Original Research

Published on 22 Jan 2024

Automatic detection of standing dead trees based on improved YOLOv7 from airborne remote sensing imagery

in Sustainable and Intelligent Phytoprotection

Hongwei Zhou
Shangxin Wu
Zihan Xu
Hong Sun

Frontiers in Plant Science

doi 10.3389/fpls.2024.1278161

4,718 views
8 citations

Original Research

Published on 18 Jan 2024

A tree species classification model based on improved YOLOv7 for shelterbelts

in Sustainable and Intelligent Phytoprotection

Yihao Liu
Qingzhan Zhao
Xuewen Wang
Yuhao Sheng
Wenzhong Tian
Yuanyuan Ren

Frontiers in Plant Science

doi 10.3389/fpls.2023.1265025

5,206 views
15 citations

Original Research

Published on 15 Jan 2024

YOLOV5-CBAM-C3TR: an optimized model based on transformer module and attention mechanism for apple leaf disease detection

in Sustainable and Intelligent Phytoprotection

Meng Lv
Wen-Hao Su

Frontiers in Plant Science

doi 10.3389/fpls.2023.1323301

9,001 views
49 citations

Original Research

Published on 15 Jan 2024

A series of methods incorporating deep learning and computer vision techniques in the study of fruit fly (Diptera: Tephritidae) regurgitation

in Sustainable and Intelligent Phytoprotection

Tongzhou Zhou
Wei Zhan
Mengyuan Xiong

Frontiers in Plant Science

doi 10.3389/fpls.2023.1337467

2,594 views
3 citations

Correction

Published on 12 Jan 2024

Corrigendum: 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.2024.1344026

868 views

Original Research

Published on 12 Jan 2024

Utilization of the Winkler scale of plants using big data temperature presented by the Korea Meteorological Administration

in Sustainable and Intelligent Phytoprotection

Jae-Ryoung Park
Eun-Gyeong Kim
Yoon-Hee Jang
Kyung-Min Kim

Frontiers in Plant Science

doi 10.3389/fpls.2023.1349606

1,885 views

Original Research

Published on 11 Jan 2024

Weed detection in soybean fields using improved YOLOv7 and evaluating herbicide reduction efficacy

in Sustainable and Intelligent Phytoprotection

Jinyang Li
Wei Zhang
Hong Zhou
Chuntao Yu
Qingda Li

Frontiers in Plant Science

doi 10.3389/fpls.2023.1284338

4,233 views
20 citations

Original Research

Published on 08 Jan 2024

Deep learning architectures for diagnosing the severity of apple frog-eye leaf spot disease in complex backgrounds

in Sustainable and Intelligent Phytoprotection

Bo Liu
Hongyu Fan
Yuting Zhang
Jinjin Cai
Hong Cheng

Frontiers in Plant Science

doi 10.3389/fpls.2023.1289497

3,268 views
4 citations

Original Research

Published on 08 Jan 2024

A novel ensemble learning method for crop leaf disease recognition

in Sustainable and Intelligent Phytoprotection

Yun He
Guangchuan Zhang
Quan Gao

Frontiers in Plant Science

doi 10.3389/fpls.2023.1280671

3,497 views
13 citations

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

4,051 views
8 citations

873 articles

articles

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

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

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

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

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

Few-shot disease recognition algorithm based on supervised contrastive learning

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

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

IoT-based system of prevention and control for crop diseases and insect pests

Tomato leaf disease recognition based on multi-task distillation learning

Design and experiments with a SLAM system for low-density canopy environments in greenhouses based on an improved Cartographer framework

Editorial: Remote sensing for field-based crop phenotyping

DIC-Transformer: interpretation of plant disease classification results using image caption generation technology

TRiP: a transfer learning based rice disease phenotype recognition platform using SENet and microservices

Automatic detection of standing dead trees based on improved YOLOv7 from airborne remote sensing imagery

A tree species classification model based on improved YOLOv7 for shelterbelts

YOLOV5-CBAM-C3TR: an optimized model based on transformer module and attention mechanism for apple leaf disease detection

A series of methods incorporating deep learning and computer vision techniques in the study of fruit fly (Diptera: Tephritidae) regurgitation

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

Utilization of the Winkler scale of plants using big data temperature presented by the Korea Meteorological Administration

Weed detection in soybean fields using improved YOLOv7 and evaluating herbicide reduction efficacy

Deep learning architectures for diagnosing the severity of apple frog-eye leaf spot disease in complex backgrounds

A novel ensemble learning method for crop leaf disease recognition

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