Frontiers in Plant Science | Sustainable and Intelligent Phytoprotection

Original Research

Published on 19 Jun 2025

Few-shot object detection for pest insects via features aggregation and contrastive learning

in Sustainable and Intelligent Phytoprotection

Shuqian He
Biao Jin
Xuechao Sun
Wenjuan Jiang
Jiaxing Gu
Fenglin Gu

Frontiers in Plant Science

doi 10.3389/fpls.2025.1522510

517 views

Original Research

Published on 19 Jun 2025

The effects of stand spatial structure on the aboveground biomass allocation in Chinese fir (Cunninghamia lanceolata) plantations

in Sustainable and Intelligent Phytoprotection

Xiang Huang
Yao Zhang
Jianwei Geng
Xiangyu Chen
Zhihui Yu
Shuhan Yu
Kunyong Yu
Fan Wang
Jian Liu

Frontiers in Plant Science

doi 10.3389/fpls.2025.1599094

309 views

Original Research

Published on 19 Jun 2025

Spatial and temporal characteristics of vegetation phenology in the middle and lower reaches of the Yangtze River and its response to climate

in Sustainable and Intelligent Phytoprotection

Zhang Shikang
Zhang Wei
Li Xiaotong

Frontiers in Plant Science

doi 10.3389/fpls.2025.1589908

530 views

Original Research

Published on 18 Jun 2025

Future climate change will drive expansion of suitable planting areas for Fructus Aurantii in Jiangxi Province, China

in Sustainable and Intelligent Phytoprotection

Lin Chen
Xi Guo
Hengyu Zou
Anfan Zhu
Xingyu Huang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1579546

490 views

Original Research

Accepted on 17 Jun 2025

GhostConv+CA-YOLOv8n: A lightweight network for rice pest detection based on the aggregation of low-level features in real-world complex backgrounds

in Sustainable and Intelligent Phytoprotection

Fei Li
Yang Lu
Qiang Ma
Shu xin Yin
Rui Zhao

Frontiers in Plant Science

doi 10.3389/fpls.2025.1620339

160 views

Original Research

Published on 16 Jun 2025

Identification of yellow vein clearing disease in lemons based on hyperspectral imaging and deep learning

in Sustainable and Intelligent Phytoprotection

Xunlan Li
Fangfang Peng
Zhaoxin Wei
Guohui Han

Frontiers in Plant Science

doi 10.3389/fpls.2025.1554514

680 views

Original Research

Accepted on 13 Jun 2025

High-Throughput End-to-End Aphid Honeydew Excretion Behavior Recognition Method Based on Rapid Adaptive Motion-Feature Fusion

in Sustainable and Intelligent Phytoprotection

Zhongqiang Song
Jiahao Shen
Qiaoyi Liu
Wanyue Zhang
Ziqian Ren
Kaiwen Yang
Xinle Li
Jialei Liu
Fengming Yan
Wenqiang Li

Frontiers in Plant Science

doi 10.3389/fpls.2025.1609222

190 views

Original Research

Accepted on 13 Jun 2025

FGA-Corn: An Integrated System for Precision Pesticide Application in Center Leaf Areas Using Deep Learning Vision

in Sustainable and Intelligent Phytoprotection

Zhongqiang Song
Wenqiang Li
Xuehang Song
Shun Li

Frontiers in Plant Science

doi 10.3389/fpls.2025.1571228

172 views

Original Research

Published on 09 Jun 2025

Developing a spatio-temporal model for banana bunchy top disease: leveraging remote sensing and survey data

in Sustainable and Intelligent Phytoprotection

Renata Retkute
Christopher A. Gilligan

Frontiers in Plant Science

doi 10.3389/fpls.2025.1521620

1,702 views

Original Research

Published on 09 Jun 2025

Deep learning-based time series prediction for precision field crop protection

in Sustainable and Intelligent Phytoprotection

Tao He
Meijin Li
Dong Jin

Frontiers in Plant Science

doi 10.3389/fpls.2025.1575796

1,095 views

Original Research

Accepted on 06 Jun 2025

IMNM： Integrated Multi-Network Model for Identifying Pepper Leaf Diseases

in Sustainable and Intelligent Phytoprotection

Zhaopeng Cai
Nadia Farhana
Asif Mahbub Karim
Fengyan Zhai
Wenwen Huang
Meng Guo

Frontiers in Plant Science

doi 10.3389/fpls.2025.1558349

187 views

Original Research

Published on 06 Jun 2025

Quantifying assessment of American ginseng (Panax quinquefolius L.) main root bruising based on FEM

in Sustainable and Intelligent Phytoprotection

Pengcheng Jia
Guixuan Zhu
Junzhi Chen
Dong Wang
Han Tang
Jinwu Wang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1575019

798 views

Original Research

Published on 05 Jun 2025

A method for detecting the rate of tobacco leaf loosening in tobacco leaf sorting scenarios

in Sustainable and Intelligent Phytoprotection

Yansong Wang
Chunjie Zhang
Mingjie Wu
Ruilin Luo
Lin Lu
Zaiqing Chen
Lijun Yun

Frontiers in Plant Science

doi 10.3389/fpls.2025.1578317

669 views

Original Research

Published on 04 Jun 2025

Deep learning-based text generation for plant phenotyping and precision agriculture

in Sustainable and Intelligent Phytoprotection

Li Zhu
Long Tang
Shan Ren

Frontiers in Plant Science

doi 10.3389/fpls.2025.1564394

1,217 views

Original Research

Published on 03 Jun 2025

Research on fault prediction and speed control system for unmanned combine harvesters based on IPSO-SVM and fuzzy logic

in Sustainable and Intelligent Phytoprotection

Shaocen Zhang
Chongquan Zang
Zhang Yang
Lingyu Tang
Kun Wang
Anzhe Wang
Wenming Chen
Qi Song
Xinhua Wei

Frontiers in Plant Science

doi 10.3389/fpls.2025.1577175

635 views

Original Research

Accepted on 02 Jun 2025

YOLOv8-Scm: An improved model for citrus fruit sunburn identification and classification in complex natural scenes

in Sustainable and Intelligent Phytoprotection

Guoxun Cong
Xinghong Chen
Zongyu Bing
Xiangling Chen
Qun Wu
Zheng Guo
Yongqiang Zheng

Frontiers in Plant Science

doi 10.3389/fpls.2025.1591989