Frontiers in Plant Science | Technical Advances in Plant Science

Original Research

Published on 18 Dec 2023

Prediction of tannin content and quality parameters in astringent persimmons from visible and near-infrared spectroscopy

in Technical Advances in Plant Science

Min Woo Baek
Han Ryul Choi
In Geun Hwang
Shimeles Tilahun
Cheon Soon Jeong

Frontiers in Plant Science

doi 10.3389/fpls.2023.1260644

4,437 views
13 citations

Original Research

Published on 18 Dec 2023

A lightweight network for improving wheat ears detection and counting based on YOLOv5s

in Technical Advances in Plant Science

Xiaojun Shen
Chu Zhang
Kai Liu
Wenjie Mao
Cheng Zhou
Lili Yao

Frontiers in Plant Science

doi 10.3389/fpls.2023.1289726

2,946 views
10 citations

Original Research

Published on 14 Dec 2023

Simulated galactic cosmic ray exposure activates dose-dependent DNA repair response and down regulates glucosinolate pathways in arabidopsis seedlings

in Technical Advances in Plant Science

Anirudha R. Dixit
Alexander D. Meyers
Brian Richardson
Jeffrey T. Richards
Stephanie E. Richards
Srujana Neelam
Howard G. Levine
Mark J. Cameron
Ye Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2023.1284529

4,268 views
8 citations

Original Research

Published on 14 Dec 2023

Why does strawberry fruit weight distribution show positive skewness? A simulation model reveals the underlying processes of fruit production

in Technical Advances in Plant Science

Zhihao Cao
Zhenfeng Jiang
Guanghui Liu
Yong Wang
Hongchun Qu

Frontiers in Plant Science

doi 10.3389/fpls.2023.1255724

3,406 views
2 citations

Original Research

Published on 13 Dec 2023

Image completion algorithm of anthurium spathes based on multi-scale feature learning

in Technical Advances in Plant Science

Hongyu Wei
Jiahui Li
Wenyue Chen
Xuan Chu
Hongli Liu
Yinghui Mu
Zhiyu Ma

Frontiers in Plant Science

doi 10.3389/fpls.2023.1281386

1,948 views

Original Research

Published on 11 Dec 2023

Cotton Fusarium wilt diagnosis based on generative adversarial networks in small samples

in Technical Advances in Plant Science

Zhenghang Zhang
Lulu Ma
Chunyue Wei
Mi Yang
Shizhe Qin
Xin Lv
Ze Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2023.1290774

2,972 views
8 citations

Original Research

Published on 11 Dec 2023

An improved YOLOv5s model for assessing apple graspability in automated harvesting scene

in Technical Advances in Plant Science

Huibin Li
Peng Yang
Huaiyang Liu
Xiang Liu
Jianping Qian
Qiangyi Yu
Changxing Geng
Yun Shi

Frontiers in Plant Science

doi 10.3389/fpls.2023.1323453

2,747 views
2 citations

Original Research

Published on 11 Dec 2023

Denoising Diffusion Probabilistic Models and Transfer Learning for citrus disease diagnosis

in Technical Advances in Plant Science

Yuchen Li
Jianwen Guo
Honghua Qiu
Fengyi Chen
Junqi Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2023.1267810

4,779 views
11 citations

Original Research

Published on 08 Dec 2023

Plant disease detection model for edge computing devices

in Technical Advances in Plant Science

Ameer Tamoor Khan
Signe Marie Jensen
Abdul Rehman Khan
Shuai Li

Frontiers in Plant Science

doi 10.3389/fpls.2023.1308528

15,563 views
50 citations

Methods

Published on 08 Dec 2023

An improved Deeplab V3+ network based coconut CT image segmentation method

in Technical Advances in Plant Science

Qianfan Liu
Yu Zhang
Jing Chen
Chengxu Sun
Mengxing Huang
Mingwei Che
Chun Li
Shenghuang Lin

Frontiers in Plant Science

doi 10.3389/fpls.2023.1139666

3,598 views
12 citations

Original Research

Published on 07 Dec 2023

Classification of crop disease-pest questions based on BERT-BiGRU-CapsNet with attention pooling

in Technical Advances in Plant Science

Ting Zhang
Dengwu Wang

Frontiers in Plant Science

doi 10.3389/fpls.2023.1300580

2,657 views
2 citations

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

2,363 views
4 citations

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

4,614 views
14 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

3,250 views
5 citations

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

4,541 views
9 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

3,808 views
6 citations

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

4,602 views
14 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

7,787 views
15 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

6,845 views
18 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

3,954 views
12 citations

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

3,725 views
18 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

2,974 views
9 citations

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

1,939 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

2,703 views
12 citations

1,686 articles

articles

Prediction of tannin content and quality parameters in astringent persimmons from visible and near-infrared spectroscopy

A lightweight network for improving wheat ears detection and counting based on YOLOv5s

Simulated galactic cosmic ray exposure activates dose-dependent DNA repair response and down regulates glucosinolate pathways in arabidopsis seedlings

Why does strawberry fruit weight distribution show positive skewness? A simulation model reveals the underlying processes of fruit production

Image completion algorithm of anthurium spathes based on multi-scale feature learning

Cotton Fusarium wilt diagnosis based on generative adversarial networks in small samples

An improved YOLOv5s model for assessing apple graspability in automated harvesting scene

Denoising Diffusion Probabilistic Models and Transfer Learning for citrus disease diagnosis

Plant disease detection model for edge computing devices

An improved Deeplab V3+ network based coconut CT image segmentation method

Classification of crop disease-pest questions based on BERT-BiGRU-CapsNet with attention pooling

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

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

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

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