Frontiers in Plant Science | Technical Advances in Plant Science

Original Research

Published on 06 Dec 2023

Nondestructive detection of Pleurotus geesteranus strain degradation based on micro-hyperspectral imaging and machine learning

in Technical Advances in Plant Science

Xuan Wei
Shiyang Liu
Chuangyuan Xie
Wei Fang
Chanjuan Deng
Zhiqiang Wen
Dapeng Ye
Dengfei Jie

Frontiers in Plant Science

doi 10.3389/fpls.2023.1260625

1,197 views
1 citation

Original Research

Published on 06 Dec 2023

Machine learning extracts marks of thiamine’s role in cold acclimation in the transcriptome of Vitis vinifera

in Technical Advances in Plant Science

Tomas Konecny
Maria Nikoghosyan
Hans Binder

Frontiers in Plant Science

doi 10.3389/fpls.2023.1303542

2,371 views
2 citations

Original Research

Published on 04 Dec 2023

An integrated feature selection approach to high water stress yield prediction

in Technical Advances in Plant Science

Zongpeng Li
Xinguo Zhou
Qian Cheng
Weiguang Zhai
Bohan Mao
Yafeng Li
Zhen Chen

Frontiers in Plant Science

doi 10.3389/fpls.2023.1289692

1,663 views

Original Research

Published on 29 Nov 2023

Identification of QTNs, QTN-by-environment interactions for plant height and ear height in maize multi-environment GWAS

in Technical Advances in Plant Science

Guoping Shu
Aifang Wang
Xingchuan Wang
Ruijie Chen
Fei Gao
Aifen Wang
Ting Li
Yibo Wang

Frontiers in Plant Science

doi 10.3389/fpls.2023.1284403

2,452 views
4 citations

Original Research

Published on 28 Nov 2023

StressNet: a spatial-spectral-temporal deformable attention-based framework for water stress classification in maize

in Technical Advances in Plant Science

Tejasri Nampally
Kshitiz Kumar
Soumyajit Chatterjee
Rajalakshmi Pachamuthu
Balaji Naik
Uday B. Desai

Frontiers in Plant Science

doi 10.3389/fpls.2023.1241921

1,553 views

Methods

Published on 27 Nov 2023

AC-UNet: an improved UNet-based method for stem and leaf segmentation in Betula luminifera

in Technical Advances in Plant Science

Xiaomei Yi
Jiaoping Wang
Peng Wu
Guoying Wang
Lufeng Mo
Xiongwei Lou
Hao Liang
Huahong Huang
Erpei Lin
Brian Tapiwanashe Maponde

Frontiers in Plant Science

doi 10.3389/fpls.2023.1268098

2,068 views
4 citations

Original Research

Published on 27 Nov 2023

Integrative transcriptomics and proteomics profiling of Arabidopsis thaliana elucidates novel mechanisms underlying spaceflight adaptation

in Technical Advances in Plant Science

Gbolaga O. Olanrewaju
Natasha J. Haveman
Michael J. Naldrett
Anna-Lisa Paul
Robert J. Ferl
Sarah E. Wyatt

Frontiers in Plant Science

doi 10.3389/fpls.2023.1260429

3,337 views
6 citations

Review

Published on 27 Nov 2023

Orchard monitoring based on unmanned aerial vehicles and image processing by artificial neural networks: a systematic review

in Technical Advances in Plant Science

Dan Popescu
Loretta Ichim
Florin Stoican

Frontiers in Plant Science

doi 10.3389/fpls.2023.1237695

3,371 views
6 citations

Editorial

Published on 27 Nov 2023

Editorial: Machine vision and machine learning for plant phenotyping and precision agriculture

in Technical Advances in Plant Science

Huajian Liu
Zhanyou Xu

Frontiers in Plant Science

doi 10.3389/fpls.2023.1331918

2,099 views
1 citation

Original Research

Published on 20 Nov 2023

Tomato brown rot disease detection using improved YOLOv5 with attention mechanism

in Technical Advances in Plant Science

Jun Liu
Xuewei Wang
Qianyu Zhu
Wenqing Miao

Frontiers in Plant Science

doi 10.3389/fpls.2023.1289464

2,076 views
8 citations

Original Research

Published on 20 Nov 2023

Comparing CNNs and PLSr for estimating wheat organs biophysical variables using proximal sensing

in Technical Advances in Plant Science

Alexis Carlier
Sébastien Dandrifosse
Benjamin Dumont
Benoit Mercatoris

Frontiers in Plant Science

doi 10.3389/fpls.2023.1204791

1,505 views
1 citation

Original Research

Published on 17 Nov 2023

Simulation and prediction of changes in tree species composition in subtropical forests of China using a nonlinear difference equation system model

in Technical Advances in Plant Science

Biyong Ji
Kunyong Yu
Fan Wang
Hongli Ge
Jian Liu

Frontiers in Plant Science

doi 10.3389/fpls.2023.1280126

938 views

Original Research

Published on 16 Nov 2023

Early bruising detection of ‘Korla’ pears by low-cost visible-LED structured-illumination reflectance imaging and feature-based classification models

in Technical Advances in Plant Science

Mengwen Mei
Zhonglei Cai
Xinran Zhang
Chanjun Sun
Junyi Zhang
Huijie Peng
Jiangbo Li
Ruiyao Shi
Wei Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2023.1324152

1,305 views
3 citations

Original Research

Published on 14 Nov 2023

UAV-based individual plant detection and geometric parameter extraction in vineyards

in Technical Advances in Plant Science

Meltem Cantürk
Laura Zabawa
Diana Pavlic
Ansgar Dreier
Lasse Klingbeil
Heiner Kuhlmann

Frontiers in Plant Science

doi 10.3389/fpls.2023.1244384

1,986 views
1 citation

Review

Published on 14 Nov 2023

Agrobacterium rhizogenes: paving the road to research and breeding for woody plants

in Technical Advances in Plant Science

Wei Ying
Guangchao Wen
Wenyuan Xu
Haixia Liu
Wona Ding
Luqing Zheng
Yi He
Huwei Yuan
Daoliang Yan
Fuqiang Cui

Frontiers in Plant Science

doi 10.3389/fpls.2023.1196561

6,421 views
6 citations

Original Research

Published on 14 Nov 2023

Improving the estimation accuracy of rapeseed leaf photosynthetic characteristics under salinity stress using continuous wavelet transform and successive projections algorithm

in Technical Advances in Plant Science

Jingang Wang
Tian Tian
Haijiang Wang
Jing Cui
Xiaoyan Shi
Jianghui Song
Tiansheng Li
Weidi Li
Mingtao Zhong
Wenxu Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2023.1284172

1,163 views

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Articles

Nondestructive detection of Pleurotus geesteranus strain degradation based on micro-hyperspectral imaging and machine learning

Machine learning extracts marks of thiamine’s role in cold acclimation in the transcriptome of Vitis vinifera

An integrated feature selection approach to high water stress yield prediction

Identification of QTNs, QTN-by-environment interactions for plant height and ear height in maize multi-environment GWAS

StressNet: a spatial-spectral-temporal deformable attention-based framework for water stress classification in maize

AC-UNet: an improved UNet-based method for stem and leaf segmentation in Betula luminifera

Integrative transcriptomics and proteomics profiling of Arabidopsis thaliana elucidates novel mechanisms underlying spaceflight adaptation

Orchard monitoring based on unmanned aerial vehicles and image processing by artificial neural networks: a systematic review

Editorial: Machine vision and machine learning for plant phenotyping and precision agriculture

Tomato brown rot disease detection using improved YOLOv5 with attention mechanism

Comparing CNNs and PLSr for estimating wheat organs biophysical variables using proximal sensing

Simulation and prediction of changes in tree species composition in subtropical forests of China using a nonlinear difference equation system model

Early bruising detection of ‘Korla’ pears by low-cost visible-LED structured-illumination reflectance imaging and feature-based classification models

UAV-based individual plant detection and geometric parameter extraction in vineyards

Agrobacterium rhizogenes: paving the road to research and breeding for woody plants

Improving the estimation accuracy of rapeseed leaf photosynthetic characteristics under salinity stress using continuous wavelet transform and successive projections algorithm