Original Research

Published on 18 Jan 2024

Optimizing DUS testing for Chimonanthus praecox using feature selection based on a genetic algorithm

in Technical Advances in Plant Science

Ting Zhu
Yaoyao Feng
Xiaoxuan Dong
Ximeng Yang
Bin Liu
Puying Yuan
Xingrong Song
Shanxiong Chen
Shunzhao Sui

Frontiers in Plant Science

doi 10.3389/fpls.2023.1328603

1,300 views
3 citations

Original Research

Published on 17 Jan 2024

Effect of swelling agent treatment on grape fruit quality and the application of electronic nose identification detection

in Technical Advances in Plant Science

Jianlei Qiao
Guoqiang Su
Liang Yuan
Lin Wu
Xiaohui Weng
Shuang Liu
Yucai Feng
Dan Jiang
Yuxuan Chen
Yuan Ma

Frontiers in Plant Science

doi 10.3389/fpls.2023.1292335

1,419 views
2 citations

Original Research

Published on 17 Jan 2024

DSCA-PSPNet: Dynamic spatial-channel attention pyramid scene parsing network for sugarcane field segmentation in satellite imagery

in Technical Advances in Plant Science

Yujian Yuan
Lina Yang
Kan Chang
Youju Huang
Haoyan Yang
Jiale Wang

Frontiers in Plant Science

doi 10.3389/fpls.2023.1324491

1,695 views
1 citation

Original Research

Published on 15 Jan 2024

Topological data analysis expands the genotype to phenotype map for 3D maize root system architecture

in Technical Advances in Plant Science

Mao Li
Zhengbin Liu
Ni Jiang
Benjamin Laws
Christine Tiskevich
Stephen P. Moose
Christopher N. Topp

Frontiers in Plant Science

doi 10.3389/fpls.2023.1260005

1,568 views

Editorial

Published on 15 Jan 2024

Editorial: Advances in statistical methods for the genetic dissection of complex traits in plants

in Technical Advances in Plant Science

Yuan-Ming Zhang
Zhenyu Jia
Shang-Qian Xie
Jia Wen
Shibo Wang
Ya-Wen Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1357564

880 views
2 citations

Original Research

Published on 15 Jan 2024

Non-destructive identification of Pseudostellaria heterophylla from different geographical origins by Vis/NIR and SWIR hyperspectral imaging techniques

in Technical Advances in Plant Science

Tingting Zhang
Long Lu
Yihu Song
Minyu Yang
Jing Li
Jiduan Yuan
Yuquan Lin
Xingren Shi
Mingjie Li
Xiaotan Yuan

Frontiers in Plant Science

doi 10.3389/fpls.2023.1342970

1,329 views
2 citations

Original Research

Published on 12 Jan 2024

Automatic classification of ligneous leaf diseases via hierarchical vision transformer and transfer learning

in Technical Advances in Plant Science

Dianyuan Han
Chunhua Guo

Frontiers in Plant Science

doi 10.3389/fpls.2023.1328952

1,297 views
3 citations

Original Research

Published on 12 Jan 2024

Image-based classification of wheat spikes by glume pubescence using convolutional neural networks

in Technical Advances in Plant Science

Nikita V. Artemenko
Mikhail A. Genaev
Rostislav UI. Epifanov
Evgeny G. Komyshev
Yulia V. Kruchinina
Vasiliy S. Koval
Nikolay P. Goncharov
Dmitry A. Afonnikov

Frontiers in Plant Science

doi 10.3389/fpls.2023.1336192

2,218 views
3 citations

Review

Published on 11 Jan 2024

Digital image correlation techniques for motion analysis and biomechanical characterization of plants

in Technical Advances in Plant Science

Max D. Mylo
Simon Poppinga

Frontiers in Plant Science

doi 10.3389/fpls.2023.1335445

4,585 views
2 citations

Original Research

Published on 11 Jan 2024

A robust and light-weight transfer learning-based architecture for accurate detection of leaf diseases across multiple plants using less amount of images

in Technical Advances in Plant Science

Md. Khairul Alam Mazumder
M. F. Mridha
Sultan Alfarhood
Mejdl Safran
Md. Abdullah-Al-Jubair
Dunren Che

Frontiers in Plant Science

doi 10.3389/fpls.2023.1321877

2,453 views
3 citations

Original Research

Published on 11 Jan 2024

Accurate and fast detection of tomatoes based on improved YOLOv5s in natural environments

in Technical Advances in Plant Science

Philippe Lyonel Touko Mbouembe
Guoxu Liu
Sungkyung Park
Jae Ho Kim

Frontiers in Plant Science

doi 10.3389/fpls.2023.1292766

1,746 views
8 citations

Original Research

Published on 11 Jan 2024

Integrated web portal for non-destructive salt sensitivity detection of Camelina sativa seeds using fluorescent and visible light images coupled with machine learning algorithms

in Technical Advances in Plant Science

Emilio Vello
Megan Letourneau
John Aguirre
Thomas E. Bureau

Frontiers in Plant Science

doi 10.3389/fpls.2023.1303429

1,687 views

Original Research

Published on 11 Jan 2024

Non-destructive real-time analysis of plant metabolite accumulation in radish microgreens under different LED light recipes

in Technical Advances in Plant Science

Marco Garegnani
Carla Sandri
Claudia Pacelli
Francesca Ferranti
Elisabetta Bennici
Angiola Desiderio
Luca Nardi
Maria Elena Villani

Frontiers in Plant Science

doi 10.3389/fpls.2023.1289208

2,020 views

Editorial

Published on 11 Jan 2024

Editorial: Control of plant diseases with deep learning

in Technical Advances in Plant Science

Guoxiong Zhou
Aibin Chen
Weiwei Cai
Liang Gong
Xiaoyulong Chen
Yanfeng Wang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1354927

1,059 views
1 citation

Review

Published on 10 Jan 2024

Principles, developments, and applications of spatially resolved spectroscopy in agriculture: a review

in Technical Advances in Plant Science

Yu Xia
Wenxi Liu
Jingwu Meng
Jinghao Hu
Wenbo Liu
Jie Kang
Bin Luo
Han Zhang
Wei Tang

Frontiers in Plant Science

doi 10.3389/fpls.2023.1324881

3,412 views
5 citations

Original Research

Published on 10 Jan 2024

Development of a longevity prediction model for cut roses using hyperspectral imaging and a convolutional neural network

in Technical Advances in Plant Science

Yong-Tae Kim
Suong Tuyet Thi Ha
Byung-Chun In

Frontiers in Plant Science

doi 10.3389/fpls.2023.1296473

3,715 views
3 citations

Navigation group

Articles

Optimizing DUS testing for Chimonanthus praecox using feature selection based on a genetic algorithm

Effect of swelling agent treatment on grape fruit quality and the application of electronic nose identification detection

DSCA-PSPNet: Dynamic spatial-channel attention pyramid scene parsing network for sugarcane field segmentation in satellite imagery

Topological data analysis expands the genotype to phenotype map for 3D maize root system architecture

Editorial: Advances in statistical methods for the genetic dissection of complex traits in plants

Non-destructive identification of Pseudostellaria heterophylla from different geographical origins by Vis/NIR and SWIR hyperspectral imaging techniques

Automatic classification of ligneous leaf diseases via hierarchical vision transformer and transfer learning

Image-based classification of wheat spikes by glume pubescence using convolutional neural networks

Digital image correlation techniques for motion analysis and biomechanical characterization of plants

A robust and light-weight transfer learning-based architecture for accurate detection of leaf diseases across multiple plants using less amount of images

Accurate and fast detection of tomatoes based on improved YOLOv5s in natural environments

Integrated web portal for non-destructive salt sensitivity detection of Camelina sativa seeds using fluorescent and visible light images coupled with machine learning algorithms

Non-destructive real-time analysis of plant metabolite accumulation in radish microgreens under different LED light recipes

Editorial: Control of plant diseases with deep learning

Principles, developments, and applications of spatially resolved spectroscopy in agriculture: a review

Development of a longevity prediction model for cut roses using hyperspectral imaging and a convolutional neural network