Frontiers in Plant Science | Sustainable and Intelligent Phytoprotection

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

450 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

486 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

586 views

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

1,482 views
2 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

1,181 views

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

603 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

608 views

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

492 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

888 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

562 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

1,965 views
2 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

929 views
1 citation

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

597 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

1,296 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

641 views

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

806 views