Complex Environments | List of Frontiers open access articles

Original Research

Published on 16 Sep 2024

Revolutionizing tomato disease detection in complex environments

in Technical Advances in Plant Science

Diye Xin
Tianqi Li

Frontiers in Plant Science

doi 10.3389/fpls.2024.1409544

3,764 views
14 citations

Editorial

Published on 01 Sep 2022

Editorial: Active matter in complex environments

in Soft Matter Physics

Li-Heng Cai
Sujit S. Datta
Xiang Cheng

Frontiers in Physics

doi 10.3389/fphy.2022.1005146

2,970 views
2 citations

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

2,463 views
4 citations

Original Research

Published on 07 Nov 2022

Universal detection of curved rice panicles in complex environments using aerial images and improved YOLOv4 model

in Sustainable and Intelligent Phytoprotection

Boteng Sun
Wei Zhou
Shilin Zhu
Song Huang
Xun Yu
Zhenyuan Wu
Xiaolong Lei
Dameng Yin
Haixiao Xia
Yong Chen

Frontiers in Plant Science

doi 10.3389/fpls.2022.1021398

3,946 views
21 citations

Methods

Published on 06 Jan 2023

Leveraging SOLOv2 model to detect heat stress of poultry in complex environments

in Animal Behavior and Welfare

Zhenwei Yu
Li Liu
Hongchao Jiao
Jingjing Chen
Zheqi Chen
Zhanhua Song
Hai Lin
Fuyang Tian

Frontiers in Veterinary Science

doi 10.3389/fvets.2022.1062559

4,137 views
9 citations

Original Research

Published on 04 Oct 2024

FMNL1 and mDia1 promote efficient T cell migration through complex environments via distinct mechanisms

in T Cell Biology

Ashton L. Sigler
Scott B. Thompson
Logan Ellwood-Digel
Adithan Kandasamy
Mary J. Michaels
Dean Thumkeo
Shuh Narumiya
Juan C. Del Alamo
Jordan Jacobelli

Frontiers in Immunology

doi 10.3389/fimmu.2024.1467415

4,396 views
2 citations

Original Research

Published on 23 Aug 2023

Application of improved YOLOv7-based sugarcane stem node recognition algorithm in complex environments

in Sustainable and Intelligent Phytoprotection

Chunming Wen
Huanyu Guo
Jianheng Li
Bingxu Hou
Youzong Huang
Kaihua Li
Hongliang Nong
Xiaozhu Long
Yuchun Lu

Frontiers in Plant Science

doi 10.3389/fpls.2023.1230517

4,041 views
23 citations

Original Research

Published on 14 Jan 2026

Optimizing polymorphic tomato picking detection: improved YOLOv8n architecture to tackle data under complex environments

in Sustainable and Intelligent Phytoprotection

Qiang Li
Jie Mao
Pengxin Zhao
Qing Lv
Chao Fu

Frontiers in Plant Science

doi 10.3389/fpls.2025.1660480

865 views

Original Research

Published on 06 Aug 2024

A lightweight and efficient model for grape bunch detection and biophysical anomaly assessment in complex environments based on YOLOv8s

in Technical Advances in Plant Science

Wenji Yang
Xiaoying Qiu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1395796

4,371 views
14 citations

Original Research

Published on 08 Dec 2023

Eu-doped carbon quantum dot as a selective probe for visualizing and monitoring sulfite in biological systems

in Biosensors and Biomolecular Electronics

Bo Kan
Li Li
Jiaoyu Hou
Shuyan Liu
Zhenwei Tian
Qianchuang Sun

Frontiers in Bioengineering and Biotechnology

doi 10.3389/fbioe.2023.1292136

2,209 views

Methods

Published on 28 Jan 2025

DPD-YOLO: dense pineapple fruit target detection algorithm in complex environments based on YOLOv8 combined with attention mechanism

in Technical Advances in Plant Science

Cong Lin
Wencheng Jiang
Weiye Zhao
Lilan Zou
Zhong Xue

Frontiers in Plant Science

doi 10.3389/fpls.2025.1523552

3,830 views
13 citations

Original Research

Published on 14 Aug 2024

YOLO-CFruit: a robust object detection method for Camellia oleifera fruit in complex environments

in Technical Advances in Plant Science

Yuanyin Luo
Yang Liu
Haorui Wang
Haifei Chen
Kai Liao
Lijun Li

Frontiers in Plant Science

doi 10.3389/fpls.2024.1389961

3,018 views
8 citations

Original Research

Published on 13 Sep 2023

MixSeg: a lightweight and accurate mix structure network for semantic segmentation of apple leaf disease in complex environments

in Sustainable and Intelligent Phytoprotection

Bibo Lu
Jiangwen Lu
Xinchao Xu
Yuxin Jin

Frontiers in Plant Science

doi 10.3389/fpls.2023.1233241

3,222 views
13 citations

Original Research

Published on 11 Dec 2025

Research on cabbage transplanting status detection and operation quality evaluation in complex environments based on improved YOLOv10-TQ and DeepSort

in Technical Advances in Plant Science

Yiqun Wang
Mengchen Liu
Yue Geng
Junjie Zhu
Wenbai Chen
Chunjiang Zhao

Frontiers in Plant Science

doi 10.3389/fpls.2025.1726334

632 views

Original Research

Published on 31 Dec 2024

Pepper-YOLO: an lightweight model for green pepper detection and picking point localization in complex environments

in Technical Advances in Plant Science

Yikun Huang
Yulin Zhong
Deci Zhong
Changcai Yang
Lifang Wei
Zhoupei Zou
Riqing Chen

Frontiers in Plant Science

doi 10.3389/fpls.2024.1508258

3,584 views
14 citations

Hypothesis and Theory

Published on 04 Feb 2019

Wayfinding as a Social Activity

in Environmental Psychology

Ruth C. Dalton
Christoph Hölscher
Daniel R. Montello

Frontiers in Psychology

doi 10.3389/fpsyg.2019.00142

37,772 views
99 citations

Articles

Revolutionizing tomato disease detection in complex environments

Editorial: Active matter in complex environments

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

Universal detection of curved rice panicles in complex environments using aerial images and improved YOLOv4 model

Leveraging SOLOv2 model to detect heat stress of poultry in complex environments

FMNL1 and mDia1 promote efficient T cell migration through complex environments via distinct mechanisms

Application of improved YOLOv7-based sugarcane stem node recognition algorithm in complex environments

Optimizing polymorphic tomato picking detection: improved YOLOv8n architecture to tackle data under complex environments

A lightweight and efficient model for grape bunch detection and biophysical anomaly assessment in complex environments based on YOLOv8s

Eu-doped carbon quantum dot as a selective probe for visualizing and monitoring sulfite in biological systems

DPD-YOLO: dense pineapple fruit target detection algorithm in complex environments based on YOLOv8 combined with attention mechanism

YOLO-CFruit: a robust object detection method for Camellia oleifera fruit in complex environments

MixSeg: a lightweight and accurate mix structure network for semantic segmentation of apple leaf disease in complex environments

Research on cabbage transplanting status detection and operation quality evaluation in complex environments based on improved YOLOv10-TQ and DeepSort

Pepper-YOLO: an lightweight model for green pepper detection and picking point localization in complex environments

Wayfinding as a Social Activity