Frontiers in Plant Science | Technical Advances in Plant Science

Methods

Published on 18 Jan 2023

Fusion of hyperspectral imaging (HSI) and RGB for identification of soybean kernel damages using ShuffleNet with convolutional optimization and cross stage partial architecture

in Technical Advances in Plant Science

Ling Zheng
Mingyue Zhao
Jinchen Zhu
Linsheng Huang
Jinling Zhao
Dong Liang
Dongyan Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2022.1098864

5,081 views
13 citations

Original Research

Published on 17 Jan 2023

Development and testing of zinc sulfate and zinc oxide nanoparticle-coated urea fertilizer to improve N and Zn use efficiency

in Technical Advances in Plant Science

Bilal Beig
Muhammad Bilal Khan Niazi
Zaib Jahan
Ghulam Haider
Munir Zia
Ghulam Abbas Shah
Zahid Iqbal
Asim Hayat

Frontiers in Plant Science

doi 10.3389/fpls.2022.1058219

18,683 views
28 citations

Original Research

Published on 13 Jan 2023

Recognition of soybean pods and yield prediction based on improved deep learning model

in Technical Advances in Plant Science

Haotian He
Xiaodan Ma
Haiou Guan
Feiyi Wang
Panpan Shen

Frontiers in Plant Science

doi 10.3389/fpls.2022.1096619

5,731 views
30 citations

Methods

Published on 13 Jan 2023

Tiller estimation method using deep neural networks

in Technical Advances in Plant Science

Rikuya Kinose
Yuzuko Utsumi
Masakazu Iwamura
Koichi Kise

Frontiers in Plant Science

doi 10.3389/fpls.2022.1016507

2,507 views
2 citations

Methods

Published on 12 Jan 2023

Nondestructive 3D phenotyping method of passion fruit based on X-ray micro-computed tomography and deep learning

in Technical Advances in Plant Science

Yuwei Lu
Rui Wang
Tianyu Hu
Qiang He
Zhou Shuai Chen
Jinhu Wang
Lingbo Liu
Chuanying Fang
Jie Luo
Ling Fu

Frontiers in Plant Science

doi 10.3389/fpls.2022.1087904

4,648 views
26 citations

Original Research

Published on 12 Jan 2023

Isolation of high-purity and high-stability exosomes from ginseng

in Technical Advances in Plant Science

Jinwoo Jang
Haewon Jeong
Eunjae Jang
Eungpil Kim
Youngdae Yoon
Sujeong Jang
Han-Seong Jeong
Geupil Jang

Frontiers in Plant Science

doi 10.3389/fpls.2022.1064412

21,333 views
57 citations

Original Research

Published on 12 Jan 2023

Visualizing changes of metabolites during iron deficiency chlorosis in field-grown pear leaves using micro-Raman spectral imaging

in Technical Advances in Plant Science

Zhen Gao
Chunjiang Zhao
Daming Dong
Songzhong Liu
Xuelin Wen
Yifan Gu
Leizi Jiao

Frontiers in Plant Science

doi 10.3389/fpls.2022.1079660

2,961 views
5 citations

Original Research

Published on 12 Jan 2023

Metabolic profiling, in-situ spatial distribution, and biosynthetic pathway of functional metabolites in Dendrobium nobile stem revealed by combining UPLC-QTOF-MS with MALDI-TOF-MSI

in Technical Advances in Plant Science

Qingling Liu
Yuan Huang
Chu Linghu
Jianfen Xiao
Ronghui Gu

Frontiers in Plant Science

doi 10.3389/fpls.2022.1125872

4,986 views
26 citations

Original Research

Published on 11 Jan 2023

Natural deep eutectic solvents as a green extraction of polyphenols from spent coffee ground with enhanced bioactivities

in Technical Advances in Plant Science

Aitor García-Roldán
Léa Piriou
Paula Jauregi

Frontiers in Plant Science

doi 10.3389/fpls.2022.1072592

19,657 views
89 citations

Original Research

Published on 11 Jan 2023

Real-time determination of flowering period for field wheat based on improved YOLOv5s model

in Technical Advances in Plant Science

Xubin Song
Lipeng Liu
Chunying Wang
Wanteng Zhang
Yang Li
Junke Zhu
Ping Liu
Xiang Li

Frontiers in Plant Science

doi 10.3389/fpls.2022.1025663

3,915 views
7 citations

Methods

Published on 09 Jan 2023

Detection and counting of pigment glands in cotton leaves using improved U-Net

in Technical Advances in Plant Science

Lixuan She
Nan Wang
Yaxuan Xu
Guoning Wang
Limin Shao

Frontiers in Plant Science

doi 10.3389/fpls.2022.1075051

2,411 views
2 citations

Correction

Published on 09 Jan 2023

Corrigendum: Microbial identification, high-resolution microscopy and spectrometry of the rhizosphere in its native spatial context

in Technical Advances in Plant Science

Chaturanga D. Bandara
Matthias Schmidt
Yalda Davoudpour
Hryhoriy Stryhanyuk
Hans H. Richnow
Niculina Musat

Frontiers in Plant Science

doi 10.3389/fpls.2022.1125001

1,314 views

Original Research

Published on 08 Jan 2023

Non-coding deep learning models for tomato biotic and abiotic stress classification using microscopic images

in Technical Advances in Plant Science

Manoj Choudhary
Sruthi Sentil
Jeffrey B. Jones
Mathews L. Paret

Frontiers in Plant Science

doi 10.3389/fpls.2023.1292643

2,282 views
3 citations

Original Research

Published on 06 Jan 2023

Multiscale imaging reveals the presence of autophagic vacuoles in developing maize endosperm

in Technical Advances in Plant Science

Elsa Arcalís
Ulrike Hörmann-Dietrich
Eva Stöger

Frontiers in Plant Science

doi 10.3389/fpls.2022.1082890

3,311 views
4 citations

Mini Review

Published on 06 Jan 2023

Advanced applications of sustainable and biological nano-polymers in agricultural production

in Technical Advances in Plant Science

Kari Vinzant
Mohammad Rashid
Mariya V. Khodakovskaya

Frontiers in Plant Science

doi 10.3389/fpls.2022.1081165

8,167 views
31 citations

Original Research

Published on 04 Jan 2023

An integrated genomic and biochemical approach to investigate the potentiality of heirloom tomatoes: Breeding resources for food quality and sustainable agriculture

in Technical Advances in Plant Science

Pasquale Tripodi
Antonietta D’Alessandro
Gianluca Francese

Frontiers in Plant Science

doi 10.3389/fpls.2022.1031776

4,578 views
9 citations

Original Research

Published on 04 Jan 2023

YOLO-P: An efficient method for pear fast detection in complex orchard picking environment

in Technical Advances in Plant Science

Han Sun
Bingqing Wang
Jinlin Xue

Frontiers in Plant Science

doi 10.3389/fpls.2022.1089454

5,676 views
45 citations

Original Research

Published on 23 Dec 2022

Wheat yield estimation using remote sensing data based on machine learning approaches

in Technical Advances in Plant Science

Enhui Cheng
Bing Zhang
Dailiang Peng
Liheng Zhong
Le Yu
Yao Liu
Chenchao Xiao
Cunjun Li
Xiaoyi Li
Yue Chen

Frontiers in Plant Science

doi 10.3389/fpls.2022.1090970

20,628 views
75 citations

Original Research

Published on 22 Dec 2022

Research on cassava disease classification using the multi-scale fusion model based on EfficientNet and attention mechanism

in Technical Advances in Plant Science

Mingxin Liu
Haofeng Liang
Mingxin Hou

Frontiers in Plant Science

doi 10.3389/fpls.2022.1088531

6,299 views
36 citations

Original Research

Published on 22 Dec 2022

Transcriptomic analysis unravels the molecular response of Lonicera japonica leaves to chilling stress

in Technical Advances in Plant Science

Meng Zhang
Mengxin Li
Hongwei Fu
Kehao Wang
Xu Tian
Renping Qiu
Jinkun Liu
Shuai Gao
Zhuoheng Zhong
Bingxian Yang

Frontiers in Plant Science

doi 10.3389/fpls.2022.1092857

3,820 views
25 citations

Original Research

Published on 22 Dec 2022

Transcriptome and metabolome analyses reveal the key genes related to grain size of big grain mutant in Tartary Buckwheat (Fagopyrum tartaricum)

in Technical Advances in Plant Science

Xiaomei Fang
Yingqian Wang
Jingbin Cui
Linqing Yue
Aohua Jiang
Jiaqi Liu
Yichao Wu
Xingxing He
Chunhua Li
Jian Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2022.1079212

3,168 views
8 citations

Review

Published on 22 Dec 2022

Super resolution live imaging: The key for unveiling the true dynamics of membrane traffic around the Golgi apparatus in plant cells

in Technical Advances in Plant Science

Yoko Ito
Tomohiro Uemura

Frontiers in Plant Science

doi 10.3389/fpls.2022.1100757

3,634 views
8 citations

Original Research

Published on 21 Dec 2022

Estimation of wheat tiller density using remote sensing data and machine learning methods

in Technical Advances in Plant Science

Jinkang Hu
Bing Zhang
Dailiang Peng
Ruyi Yu
Yao Liu
Chenchao Xiao
Cunjun Li
Tao Dong
Moren Fang
Huichun Ye

Frontiers in Plant Science

doi 10.3389/fpls.2022.1075856

4,303 views
8 citations

Original Research

Published on 20 Dec 2022

Whole-genome sequencing of a year-round fruiting jackfruit (Artocarpus heterophyllus Lam.) reveals high levels of single nucleotide variation

in Technical Advances in Plant Science

Tofazzal Islam
Nadia Afroz
ChuShin Koh
M. Nazmul Hoque
Md. Jillur Rahman
Dipali Rani Gupta
Nur Uddin Mahmud
Abdullah Al Nahid
Rashedul Islam
Pankaj K. Bhowmik

Frontiers in Plant Science

doi 10.3389/fpls.2022.1044420

7,700 views
4 citations

1,662 articles

articles

Fusion of hyperspectral imaging (HSI) and RGB for identification of soybean kernel damages using ShuffleNet with convolutional optimization and cross stage partial architecture

Development and testing of zinc sulfate and zinc oxide nanoparticle-coated urea fertilizer to improve N and Zn use efficiency

Recognition of soybean pods and yield prediction based on improved deep learning model

Tiller estimation method using deep neural networks

Nondestructive 3D phenotyping method of passion fruit based on X-ray micro-computed tomography and deep learning

Isolation of high-purity and high-stability exosomes from ginseng

Visualizing changes of metabolites during iron deficiency chlorosis in field-grown pear leaves using micro-Raman spectral imaging

Metabolic profiling, in-situ spatial distribution, and biosynthetic pathway of functional metabolites in Dendrobium nobile stem revealed by combining UPLC-QTOF-MS with MALDI-TOF-MSI

Natural deep eutectic solvents as a green extraction of polyphenols from spent coffee ground with enhanced bioactivities

Real-time determination of flowering period for field wheat based on improved YOLOv5s model

Detection and counting of pigment glands in cotton leaves using improved U-Net

Corrigendum: Microbial identification, high-resolution microscopy and spectrometry of the rhizosphere in its native spatial context

Non-coding deep learning models for tomato biotic and abiotic stress classification using microscopic images

Multiscale imaging reveals the presence of autophagic vacuoles in developing maize endosperm

Advanced applications of sustainable and biological nano-polymers in agricultural production

An integrated genomic and biochemical approach to investigate the potentiality of heirloom tomatoes: Breeding resources for food quality and sustainable agriculture

YOLO-P: An efficient method for pear fast detection in complex orchard picking environment

Wheat yield estimation using remote sensing data based on machine learning approaches

Research on cassava disease classification using the multi-scale fusion model based on EfficientNet and attention mechanism

Transcriptomic analysis unravels the molecular response of Lonicera japonica leaves to chilling stress

Transcriptome and metabolome analyses reveal the key genes related to grain size of big grain mutant in Tartary Buckwheat (Fagopyrum tartaricum)

Super resolution live imaging: The key for unveiling the true dynamics of membrane traffic around the Golgi apparatus in plant cells

Estimation of wheat tiller density using remote sensing data and machine learning methods

Whole-genome sequencing of a year-round fruiting jackfruit (Artocarpus heterophyllus Lam.) reveals high levels of single nucleotide variation