Frontiers in Plant Science | Sustainable and Intelligent Phytoprotection

Original Research

Accepted on 20 Mar 2025

Detection of Litchi Fruit Maturity States Based on Unmanned Aerial Vehicle (UAV) 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

Original Research

Published on 20 Mar 2025

Accuracy assessment of topography and forest canopy height in complex terrain conditions of Southern China using ICESat-2 and GEDI data

in Sustainable and Intelligent Phytoprotection

Lianjin Fu
Qingtai Shu
Zhengdao Yang
Cuifen Xia
Xiao Zhang
Yiran Zhang
Zeyu Li
Shengjiao Li

Frontiers in Plant Science

doi 10.3389/fpls.2025.1547688

313 views

Original Research

Accepted on 18 Mar 2025

A novel multiscale feature enhancement network using learnable density map for red clustered pepper yield estimation

in Sustainable and Intelligent Phytoprotection

Chenming Cheng
Jin Lei
Zicui Zhu
Lijian Lu
Zhi Wang
Jiali Tao
Xinyan Qin

Frontiers in Plant Science

doi 10.3389/fpls.2025.1548035

Original Research

Accepted on 17 Mar 2025

AMS-MLP: Adaptive multi-scale MLP network with multi-scale context relation decoder for pepper leaf segmentation

in Sustainable and Intelligent Phytoprotection

Jiangxiong Fang
Huaxiang Liu
Shiqing Zhang
Hui Hu
Huaqi Gu
Youyao Fu

Frontiers in Plant Science

doi 10.3389/fpls.2025.1515105

Original Research

Published on 17 Mar 2025

Optimization and test of pneumatic lifting seed distributor for maize plot seeder

in Sustainable and Intelligent Phytoprotection

Qingbin Song
Pengfei Zhao
Yubin Bi
Zuoli Fu
Yuxiang Huang
Yi Zheng

Frontiers in Plant Science

doi 10.3389/fpls.2025.1469963

305 views

Correction

Accepted on 13 Mar 2025

Corrigendum: An Image Dataset for Analyzing Tea Picking Behavior in Tea Plantations

in Sustainable and Intelligent Phytoprotection

Ru Han
YE ZHENG
仁杰田
Lei Shu
Xiaoyuan Jing
Fan Yang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1582905

Original Research

Published on 13 Mar 2025

An enhanced lightweight model for apple leaf disease detection in complex orchard environments

in Sustainable and Intelligent Phytoprotection

Ge Wang
Wenjie Sang
Fangqian Xu
Yuteng Gao
Yue Han
Qiang Liu

Frontiers in Plant Science

doi 10.3389/fpls.2025.1545875

519 views

Original Research

Published on 13 Mar 2025

CTDA: an accurate and efficient cherry tomato detection algorithm in complex environments

in Sustainable and Intelligent Phytoprotection

Zhi Liang
Caihong Zhang
Zhonglong Lin
Guoqiang Wang
Xiaojuan Li
Xiangjun Zou

Frontiers in Plant Science

doi 10.3389/fpls.2025.1492110

357 views

Original Research

Published on 12 Mar 2025

Assessing the stability of indoor farming systems using data outlier detection

in Sustainable and Intelligent Phytoprotection

Jean Pompeo
Ziwen Yu
Chi Zhang
Songzi Wu
Ying Zhang
Celina Gomez
Melanie Correll

Frontiers in Plant Science

doi 10.3389/fpls.2024.1270544

447 views

Original Research

Published on 12 Mar 2025

Multi-objective RGB-D fusion network for non-destructive strawberry trait assessment

in Sustainable and Intelligent Phytoprotection

Zhenzhen Cheng
Yifan Cheng
Bailing Miao
Tingting Fang
Shoufu Gong

Frontiers in Plant Science

doi 10.3389/fpls.2025.1564301

369 views

Original Research

Published on 11 Mar 2025

YOLOv8 forestry pest recognition based on improved re-parametric convolution

in Sustainable and Intelligent Phytoprotection

Lina Zhang
Shengpeng Yu
Bo Yang
Shuai Zhao
Ziyi Huang
Zhiyin Yang
Helong Yu

Frontiers in Plant Science

doi 10.3389/fpls.2025.1552853

607 views

Original Research

Accepted on 07 Mar 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

Original Research

Accepted on 07 Mar 2025

PD-YOLO: A Novel Weed Detection Method Based on Multi-Scale Feature Fusion

in Sustainable and Intelligent Phytoprotection

Shengzhou Li
Zihan Chen
Jialong Xie
Hewei Zhang
Jianwen Guo

Frontiers in Plant Science

doi 10.3389/fpls.2025.1506524

Methods

Published on 06 Mar 2025

Research on a machine vision-based electro-killing pheromone-baited intelligent agricultural pest monitoring method

in Sustainable and Intelligent Phytoprotection

Guozhi Li
Zhengbo Liu
Zelin Feng
Jun Lyu
Bin Li
Guo Chen
Qing Yao

Frontiers in Plant Science

doi 10.3389/fpls.2025.1521594

393 views

Original Research

Published on 05 Mar 2025

DBY-Tobacco: a dual-branch model for non-tobacco related materials detection based on hyperspectral feature fusion

in Sustainable and Intelligent Phytoprotection

Cheng Shen
Yuecheng Qi
Lijun Yun
Xu Zhang
Zaiqing Chen

Frontiers in Plant Science

doi 10.3389/fpls.2025.1538051

457 views

Original Research

Published on 27 Feb 2025

A novel method based on lesion expansion to assess plant disease severity

in Sustainable and Intelligent Phytoprotection

Feng Qin
Haiguang Wang
Qian Jiang
Hongli Wang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1510663

536 views