Frontiers in Plant Science | Sustainable and Intelligent Phytoprotection

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

2,319 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

2,112 views
1 citation

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

939 views

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

884 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

637 views

Original Research

Published on 31 Jan 2025

TomatoGuard-YOLO: a novel efficient tomato disease detection method

in Sustainable and Intelligent Phytoprotection

Xuewei Wang
Jun Liu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1499278

1,379 views
1 citation

Original Research

Published on 29 Jan 2025

Application of deep learning for real-time detection, localization, and counting of the malignant invasive weed Solanum rostratum Dunal

in Sustainable and Intelligent Phytoprotection

Shifeng Du
Yashuai Yang
Hongbo Yuan
Man Cheng

Frontiers in Plant Science

doi 10.3389/fpls.2024.1486929

839 views

Original Research

Published on 23 Jan 2025

Enhancing plant disease detection through deep learning: a Depthwise CNN with squeeze and excitation integration and residual skip connections

in Sustainable and Intelligent Phytoprotection

Asadulla Y. Ashurov
Mehdhar S. A. M. Al-Gaashani
Nagwan A. Samee
Reem Alkanhel
Ghada Atteia
Hanaa A. Abdallah
Mohammed Saleh Ali Muthanna

Frontiers in Plant Science

doi 10.3389/fpls.2024.1505857

3,725 views
3 citations

Original Research

Published on 22 Jan 2025

Accurate LAI estimation of soybean plants in the field using deep learning and clustering algorithms

in Sustainable and Intelligent Phytoprotection

Bing Shi
Luqi Guo
Lejun Yu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1501612

1,649 views
2 citations

Original Research

Published on 22 Jan 2025

Assessing the establishment risk for parthenogenetic populations of Lissorhoptrus oryzophilus in global rice-growing areas and potential economic impact in China

in Sustainable and Intelligent Phytoprotection

Luoyuan Li
Zhenan Jin
Ming Li
Yantao Xue
Jianyang Guo
Dong Jia
Ruiyan Ma
Zhichuang Lü
Xiaoqing Xian
Wanxue Liu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1506418

775 views

Original Research

Published on 21 Jan 2025

An improved ShuffleNetV2 method based on ensemble self-distillation for tomato leaf diseases recognition

in Sustainable and Intelligent Phytoprotection

Shuiping Ni
Yue Jia
Mingfu Zhu
Yizhe Zhang
Wendi Wang
Shangxin Liu
Yawei Chen

Frontiers in Plant Science

doi 10.3389/fpls.2024.1521008

1,505 views

Original Research

Published on 20 Jan 2025

Ecological risk assessment of future suitable areas for Piper kadsura under the background of climate change

in Sustainable and Intelligent Phytoprotection

Shimeng Li
Yuanxin Li
Mingli Hu
Yankun Li
Mingrong Yang
Shi Wang
Wei Yu
Chunsong Cheng
Qiqing Cheng

Frontiers in Plant Science

doi 10.3389/fpls.2024.1471706

901 views
1 citation

Data Report

Published on 15 Jan 2025

An image dataset for analyzing tea picking behavior in tea plantations

in Sustainable and Intelligent Phytoprotection

Ru Han
Ye Zheng
Renjie Tian
Lei Shu
Xiaoyuan Jing
Fan Yang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1473558

1,063 views

Original Research

Published on 15 Jan 2025

Estimation of Dendrocalamus giganteus leaf area index by combining multi-source remote sensing data and machine learning optimization model

in Sustainable and Intelligent Phytoprotection

Zhen Qin
Huanfen Yang
Qingtai Shu
Jinge Yu
Zhengdao Yang
Xu Ma
Dandan Duan

Frontiers in Plant Science

doi 10.3389/fpls.2024.1505414

873 views
1 citation

Original Research

Published on 13 Jan 2025

An improved U-net and attention mechanism-based model for sugar beet and weed segmentation

in Sustainable and Intelligent Phytoprotection

Yadong Li
Ruinan Guo
Rujia Li
Rongbiao Ji
Mengyao Wu
Dinghao Chen
Cong Han
Ruilin Han
Yongxiu Liu
Yuwen Ruan

Frontiers in Plant Science

doi 10.3389/fpls.2024.1449514

1,179 views
1 citation

Original Research

Published on 09 Jan 2025

Effect of operational parameters on droplet deposition characteristics using an unmanned aerial vehicle for banana canopy

in Sustainable and Intelligent Phytoprotection

Jiaxiang Yu
Xing Xu
Jieli Duan
Yinlong Jiang
Haotian Yuan
Huazimo Liang
Shuaijie Jing
Zhou Yang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1491397

919 views