Frontiers in Plant Science | Sustainable and Intelligent Phytoprotection

Original Research

Published on 13 Mar 2025

CTDA: an accurate and efficient cherry tomato detection algorithm in complex environments

in Sustainable and Intelligent Phytoprotection

Zhi Liang
Caihong Zhang
Zhonglong Lin
Guoqiang Wang
Xiaojuan Li
Xiangjun Zou

Frontiers in Plant Science

doi 10.3389/fpls.2025.1492110

1,054 views
1 citation

Original Research

Published on 12 Mar 2025

Assessing the stability of indoor farming systems using data outlier detection

in Sustainable and Intelligent Phytoprotection

Jean Pompeo
Ziwen Yu
Chi Zhang
Songzi Wu
Ying Zhang
Celina Gomez
Melanie Correll

Frontiers in Plant Science

doi 10.3389/fpls.2024.1270544

899 views

Original Research

Published on 12 Mar 2025

Multi-objective RGB-D fusion network for non-destructive strawberry trait assessment

in Sustainable and Intelligent Phytoprotection

Zhenzhen Cheng
Yifan Cheng
Bailing Miao
Tingting Fang
Shoufu Gong

Frontiers in Plant Science

doi 10.3389/fpls.2025.1564301

832 views

Original Research

Published on 11 Mar 2025

YOLOv8 forestry pest recognition based on improved re-parametric convolution

in Sustainable and Intelligent Phytoprotection

Lina Zhang
Shengpeng Yu
Bo Yang
Shuai Zhao
Ziyi Huang
Zhiyin Yang
Helong Yu

Frontiers in Plant Science

doi 10.3389/fpls.2025.1552853

1,737 views

Methods

Published on 06 Mar 2025

Research on a machine vision-based electro-killing pheromone-baited intelligent agricultural pest monitoring method

in Sustainable and Intelligent Phytoprotection

Guozhi Li
Zhengbo Liu
Zelin Feng
Jun Lyu
Bin Li
Guo Chen
Qing Yao

Frontiers in Plant Science

doi 10.3389/fpls.2025.1521594

989 views

Original Research

Published on 05 Mar 2025

DBY-Tobacco: a dual-branch model for non-tobacco related materials detection based on hyperspectral feature fusion

in Sustainable and Intelligent Phytoprotection

Cheng Shen
Yuecheng Qi
Lijun Yun
Xu Zhang
Zaiqing Chen

Frontiers in Plant Science

doi 10.3389/fpls.2025.1538051

996 views

Original Research

Published on 27 Feb 2025

A novel method based on lesion expansion to assess plant disease severity

in Sustainable and Intelligent Phytoprotection

Feng Qin
Haiguang Wang
Qian Jiang
Hongli Wang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1510663

1,148 views

Original Research

Published on 21 Feb 2025

Integrating AI detection and language models for real-time pest management in Tomato cultivation

in Sustainable and Intelligent Phytoprotection

Yavuz Selim Şahin
Nimet Sema Gençer
Hasan Şahin

Frontiers in Plant Science

doi 10.3389/fpls.2024.1468676

2,259 views
3 citations

Original Research

Published on 20 Feb 2025

Design and testing of the key technology of the cotton direct seeding machine

in Sustainable and Intelligent Phytoprotection

WEI Song
Liu Hongyun

Frontiers in Plant Science

doi 10.3389/fpls.2025.1530725

892 views

Original Research

Published on 13 Feb 2025

Ultra-lightweight tomatoes disease recognition method based on efficient attention mechanism in complex environment

in Sustainable and Intelligent Phytoprotection

Wenbin Sun
Zhilong Xu
Kang Xu
Lin Ru
Ranbing Yang
Rong Wang
Jiejie Xing

Frontiers in Plant Science

doi 10.3389/fpls.2024.1491593

1,029 views

Original Research

Published on 13 Feb 2025

A method of deep network auto-training based on the MTPI auto-transfer learning and a reinforcement learning algorithm for vegetation detection in a dry thermal valley environment

in Sustainable and Intelligent Phytoprotection

Yayong Chen
Beibei Zhou
Chen Xiaopeng
Changkun Ma
Lei Cui
Feng Lei
Xiaojie Han
Linjie Chen
Shanshan Wu
Dapeng Ye

Frontiers in Plant Science

doi 10.3389/fpls.2024.1448669

878 views
1 citation

Original Research

Published on 11 Feb 2025

DM-YOLO: improved YOLOv9 model for tomato leaf disease detection

in Sustainable and Intelligent Phytoprotection

Abudukelimu Abulizi
Junxiang Ye
Halidanmu Abudukelimu
Wenqiang Guo

Frontiers in Plant Science

doi 10.3389/fpls.2024.1473928

2,769 views
4 citations

Review

Published on 06 Feb 2025

Optimizing greenhouse microclimate for plant pathology: challenges and cooling solutions for pathogen control in arid regions

in Sustainable and Intelligent Phytoprotection

Abdulmujib G. Yusuf
Fahad A. Al-Yahya
Amgad A. Saleh
Ahmed M. Abdel-Ghany

Frontiers in Plant Science

doi 10.3389/fpls.2025.1492760

2,855 views
2 citations

Original Research

Published on 06 Feb 2025

Efficient and accurate identification of maize rust disease using deep learning model

in Sustainable and Intelligent Phytoprotection

Pei Wang
Jiajia Tan
Yuheng Yang
Tong Zhang
Pengxin Wu
Xinglong Tang
Hui Li
Xiongkui He
Xinping Chen

Frontiers in Plant Science

doi 10.3389/fpls.2024.1490026

1,119 views
2 citations

Original Research

Published on 04 Feb 2025

Herbicide resistance in Leptochloa chinensis (L.) Nees populations from different regions of Jiangsu Province, China: sensitivity differences and underlying mechanisms

in Sustainable and Intelligent Phytoprotection

Peng Xu
Ke Wang
Yawen Ju
Yousheng Fu
Axiu Zhu
Kaige Cao
Hongchun Wang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1535877

1,103 views
1 citation

Original Research

Published on 03 Feb 2025

Evaluating sowing uniformity in hybrid rice using image processing and the OEW-YOLOv8n network

in Sustainable and Intelligent Phytoprotection

Zehua Li
Yihui Pan
Xu Ma
Yongjun Lin
Xicheng Wang
Hongwei Li

Frontiers in Plant Science

doi 10.3389/fpls.2025.1473153

751 views