Frontiers in Plant Science | Sustainable and Intelligent Phytoprotection

Original Research

Accepted on 27 Apr 2025

DualCMNet: A Lightweight Dual-branch Network for Maize Variety Identification based on Multi-modal Feature Fusion

in Sustainable and Intelligent Phytoprotection

Xinhua Bi
Hao Xie
Ziyi Song
Jinge Li
Chang Liu
Xiaozhu Zhou
Helong Yu
Chunguang Bi
Ming Zhao

Frontiers in Plant Science

doi 10.3389/fpls.2025.1588901

208 views

Original Research

Accepted on 25 Apr 2025

PMJDM: A Multi-Task Joint Detection Model for Plant Disease Identification

in Sustainable and Intelligent Phytoprotection

Rui Fu
Xuewei Wang
Shiyu Wang
Hao Sun

Frontiers in Plant Science

doi 10.3389/fpls.2025.1599671

Original Research

Published on 25 Apr 2025

Assessing the impact of climate change on the potential distribution of Keteleeria evelyniana Mast. in southwest China: a Maxent modeling approach

in Sustainable and Intelligent Phytoprotection

Yuan Feng
Guanghui Dai
Hua Li
Yong Chai
Rui Bao
Meng Wang
Chunlin Luo
Yangping Qin

Frontiers in Plant Science

doi 10.3389/fpls.2025.1561031

371 views

Original Research

Accepted on 24 Apr 2025

Constructing segmentation method for wheat powdery mildew using deep learning

in Sustainable and Intelligent Phytoprotection

Hecang Zang
Congsheng Wang
Qing Zhao
Jie Zhang
Junmei Wang
Guoqing Zheng
Guoqiang Li

Frontiers in Plant Science

doi 10.3389/fpls.2025.1524283

Original Research

Published on 24 Apr 2025

TomaFDNet: A multiscale focused diffusion-based model for tomato disease detection

in Sustainable and Intelligent Phytoprotection

Rijun Wang
Yesheng Chen
Fulong Liang
Xiangwei Mou
Guanghao Zhang
Hao Jin

Frontiers in Plant Science

doi 10.3389/fpls.2025.1530070

517 views

Correction

Published on 23 Apr 2025

Corrigendum: 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.2025.1582905

220 views

Original Research

Accepted on 22 Apr 2025

AITP-YOLO: Improved Tomato Ripeness Detection Model Based on Multiple Strategies

in Sustainable and Intelligent Phytoprotection

Wenyuan Huang
Yiran Liao
Peiling Wang
Ziao Chen
Ziqi Yang
Lijia Xu
Jiong Mu

Frontiers in Plant Science

doi 10.3389/fpls.2025.1596739

133 views

Original Research

Accepted on 22 Apr 2025

Tomato Seedling Stem and Leaf Segmentation Method Based on an Improved ResNet Architecture

in Sustainable and Intelligent Phytoprotection

Lina Zhang
Xinying Li
Zhiyin Yang
Bo Yang
Shengpeng Yu
Shuai Zhao
Ziyi Huang
Xingrui Zhang
Han Yang
Yixing Lin

Frontiers in Plant Science

doi 10.3389/fpls.2025.1571445

129 views

Original Research

Accepted on 21 Apr 2025

An Efficient Non-parametric Feature Calibration Method for Few-Shot Plant Disease Classification

in Sustainable and Intelligent Phytoprotection

Jiqing Li
Zhendong Yin
Dasen Li
Hongjun Zhang
Mingdong Xu

Frontiers in Plant Science

doi 10.3389/fpls.2025.1541982

126 views

Original Research

Accepted on 21 Apr 2025

Optimized design and performance evaluation of a highly precise variable rate mis-planting and replanting potato electronic-metering mechanism

in Sustainable and Intelligent Phytoprotection

Abdallah Elwakeel
Ahmed Elbeltagi
Ali Salem
Ahmed Z Dewidar

Frontiers in Plant Science

doi 10.3389/fpls.2025.1531377

135 views

Original Research

Accepted on 21 Apr 2025

Deep Learning-Based Text Generation for Plant Phenotyping and Precision Agriculture

in Sustainable and Intelligent Phytoprotection

Shan Ren

Frontiers in Plant Science

doi 10.3389/fpls.2025.1564394

208 views

Original Research

Accepted on 18 Apr 2025

Onion foliar disease detection using YOLOv8 deep learning model YOLO-ODD: an improved YOLOv8s model for onion foliar disease detection

in Sustainable and Intelligent Phytoprotection

Anusha Raj
Mukund Dawale
Sagar Wayal
Kiran Khandagale
Indira Bhangare
Susmita Banerjee
Ashwini Gajarushi
Rajbabu Velmurugan
Maryam Shojaei Baghini
Suresh Gawande

Frontiers in Plant Science

doi 10.3389/fpls.2025.1551794

261 views

Original Research

Accepted on 18 Apr 2025

GANs for Precision Image Generation in Field Crop Protection

in Sustainable and Intelligent Phytoprotection

Guangfang Xiang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1565070

172 views

Original Research

Accepted on 18 Apr 2025

Projecting global shifts in the invasive potential of Bidens pilosa L. under climate change using species distribution models

in Sustainable and Intelligent Phytoprotection

Linran Fan
Chunxiao Mi
Jialu Li
Yanjun Zhang
Haifang Zhang
Guilong Zhang
Hui Wang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1580278

Original Research

Accepted on 18 Apr 2025

Unmanned Aerial Vehicle Image Detection of Maize-YOLOv8n Seedling Leakage

in Sustainable and Intelligent Phytoprotection

Jiaxin Gao
Feng Tan
Jiapeng Cui
Zhaolong Hou

Frontiers in Plant Science

doi 10.3389/fpls.2025.1569229

127 views

Original Research

Published on 16 Apr 2025

Detection of litchi fruit maturity states based on unmanned aerial vehicle remote sensing and improved YOLOv8 model

in Sustainable and Intelligent Phytoprotection

Changjiang Liang
Dandan Liu
Weiyi Ge
Wenzhong Huang
Yubin Lan
Yongbing Long

Frontiers in Plant Science

doi 10.3389/fpls.2025.1568237

1,813 views