Frontiers in Plant Science | Sustainable and Intelligent Phytoprotection

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

180 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

165 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

162 views

Original Research

Accepted on 03 Feb 2025

A Novel Method Based on Lesion Expansion to Assess Plant Disease Severity

in Sustainable and Intelligent Phytoprotection

Feng Qin
Haiguang Wang
Jiang Qian
Hongli Wang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1510663

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

167 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

179 views

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

205 views

Original Research

Accepted on 23 Jan 2025

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

in Sustainable and Intelligent Phytoprotection

Song Wei
Hongyun Liu

Frontiers in Plant Science

doi 10.3389/fpls.2025.1530725

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

470 views

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

322 views

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

253 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

283 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

230 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

309 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

275 views

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

343 views

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Articles

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

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

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

A Novel Method Based on Lesion Expansion to Assess Plant Disease Severity

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

TomatoGuard-YOLO: a novel efficient tomato disease detection method

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

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

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

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

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

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

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

An image dataset for analyzing tea picking behavior in tea plantations

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

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