Frontiers in Plant Science | Technical Advances in Plant Science

Original Research

Published on 20 Dec 2021

Entropy Weight Ensemble Framework for Yield Prediction of Winter Wheat Under Different Water Stress Treatments Using Unmanned Aerial Vehicle-Based Multispectral and Thermal Data

in Technical Advances in Plant Science

Shuaipeng Fei
Muhammad Adeel Hassan
Yuntao Ma
Meiyan Shu
Qian Cheng
Zongpeng Li
Zhen Chen
Yonggui Xiao

Frontiers in Plant Science

doi 10.3389/fpls.2021.730181

6,119 views
31 citations

Original Research

Published on 17 Dec 2021

Indirect in vitro Regeneration of the Medicinal Plant, Aspilia africana, and Histological Assessment at Different Developmental Stages

in Technical Advances in Plant Science

Denis Okello
Sungyu Yang
Richard Komakech
Yuseong Chung
Endang Rahmat
Roggers Gang
Francis Omujal
Alice V. Lamwaka
Youngmin Kang

Frontiers in Plant Science

doi 10.3389/fpls.2021.797721

5,719 views
18 citations

Review

Published on 16 Dec 2021

Bundling up the Role of the Actin Cytoskeleton in Primary Root Growth

in Technical Advances in Plant Science

Judith García-González
Kasper van Gelderen

Frontiers in Plant Science

doi 10.3389/fpls.2021.777119

7,972 views
23 citations

Original Research

Published on 16 Dec 2021

Image-Based Hot Pepper Disease and Pest Diagnosis Using Transfer Learning and Fine-Tuning

in Technical Advances in Plant Science

Yeong Hyeon Gu
Helin Yin
Dong Jin
Jong-Han Park
Seong Joon Yoo

Frontiers in Plant Science

doi 10.3389/fpls.2021.724487

12,308 views
35 citations

Original Research

Published on 16 Dec 2021

Improving Accuracy of Tomato Plant Disease Diagnosis Based on Deep Learning With Explicit Control of Hidden Classes

in Technical Advances in Plant Science

Alvaro Fuentes
Sook Yoon
Mun Haeng Lee
Dong Sun Park

Frontiers in Plant Science

doi 10.3389/fpls.2021.682230

5,979 views
36 citations

Original Research

Published on 15 Dec 2021

Effects of Light Intensity on Root Development in a D-Root Growth System

in Technical Advances in Plant Science

Yohanna Evelyn Miotto
Cibele Tesser da Costa
Remko Offringa
Jürgen Kleine-Vehn
Felipe dos Santos Maraschin

Frontiers in Plant Science

doi 10.3389/fpls.2021.778382

14,040 views
38 citations

Original Research

Published on 14 Dec 2021

Establishment and Application of Ligation Reaction-Based Method for Quantifying MicroR-156b

in Technical Advances in Plant Science

Yuxuan He
Likun Long
Wei Yan
Liming Dong
Wei Xia
Congcong Li
Feiwu Li

Frontiers in Plant Science

doi 10.3389/fpls.2021.794752

3,330 views
2 citations

Original Research

Published on 14 Dec 2021

Darkfield and Fluorescence Macrovision of a Series of Large Images to Assess Anatomical and Chemical Tissue Variability in Whole Cross-Sections of Maize Stems

in Technical Advances in Plant Science

Marie Berger
Marie-Françoise Devaux
David Legland
Cécile Barron
Benoit Delord
Fabienne Guillon

Frontiers in Plant Science

doi 10.3389/fpls.2021.792981

4,000 views
7 citations

Methods

Published on 14 Dec 2021

Automatic and Accurate Calculation of Rice Seed Setting Rate Based on Image Segmentation and Deep Learning

in Technical Advances in Plant Science

Yixin Guo
Shuai Li
Zhanguo Zhang
Yang Li
Zhenbang Hu
Dawei Xin
Qingshan Chen
Jingguo Wang
Rongsheng Zhu

Frontiers in Plant Science

doi 10.3389/fpls.2021.770916

7,606 views
19 citations

Original Research

Published on 10 Dec 2021

Manipulation of Cannabinoid Biosynthesis via Transient RNAi Expression

in Technical Advances in Plant Science

Lennon Matchett-Oates
German C. Spangenberg
Noel O. I. Cogan

Frontiers in Plant Science

doi 10.3389/fpls.2021.773474

7,505 views
13 citations

Original Research

Published on 09 Dec 2021

Transformation of Teosinte (Zea mays ssp. parviglumis) via Biolistic Bombardment of Seedling-Derived Callus Tissues

in Technical Advances in Plant Science

Jacob D. Zobrist
Susana Martin-Ortigosa
Keunsub Lee
Mercy K. Azanu
Q Ji
Kan Wang

Frontiers in Plant Science

doi 10.3389/fpls.2021.773419

18,229 views
11 citations

Original Research

Published on 07 Dec 2021

Phenomics-Assisted Selection for Herbage Accumulation in Alfalfa (Medicago sativa L.)

in Technical Advances in Plant Science

Anju Biswas
Mario Henrique Murad Leite Andrade
Janam P. Acharya
Cleber Lopes de Souza
Yolanda Lopez
Giselle de Assis
Shubham Shirbhate
Aditya Singh
Patricio Munoz
Esteban F. Rios

Frontiers in Plant Science

doi 10.3389/fpls.2021.756768

5,961 views
29 citations

Methods

Published on 03 Dec 2021

Direct Imaging of Plant Metabolites in the Rhizosphere Using Laser Desorption Ionization Ultra-High Resolution Mass Spectrometry

in Technical Advances in Plant Science

Martin Lohse
Rebecca Haag
Eva Lippold
Doris Vetterlein
Thorsten Reemtsma
Oliver J. Lechtenfeld

Frontiers in Plant Science

doi 10.3389/fpls.2021.753812

6,450 views
24 citations

Methods

Published on 02 Dec 2021

A Deep Learning Method for Fully Automatic Stomatal Morphometry and Maximal Conductance Estimation

in Technical Advances in Plant Science

Jonathon A. Gibbs
Lorna Mcausland
Carlos A. Robles-Zazueta
Erik H. Murchie
Alexandra J. Burgess

Frontiers in Plant Science

doi 10.3389/fpls.2021.780180

8,049 views
25 citations

Review

Published on 30 Nov 2021

Citrus Genetic Transformation: An Overview of the Current Strategies and Insights on the New Emerging Technologies

in Technical Advances in Plant Science

Gabriela Conti
Beatriz Xoconostle-Cázares
Gabriel Marcelino-Pérez
Horacio Esteban Hopp
Carina A. Reyes

Frontiers in Plant Science

doi 10.3389/fpls.2021.768197

21,339 views
35 citations

Review

Published on 30 Nov 2021

Advances and Perspectives of Transgenic Technology and Biotechnological Application in Forest Trees

in Technical Advances in Plant Science

Yiyi Yin
Chun Wang
Dandan Xiao
Yanting Liang
Yanwei Wang

Frontiers in Plant Science

doi 10.3389/fpls.2021.786328

17,690 views
35 citations

Original Research

Published on 29 Nov 2021

Estimating Leaf Area Index in Row Crops Using Wheel-Based and Airborne Discrete Return Light Detection and Ranging Data

in Technical Advances in Plant Science

Behrokh Nazeri
Melba M. Crawford
Mitchell R. Tuinstra

Frontiers in Plant Science

doi 10.3389/fpls.2021.740322

32,477 views
10 citations

Original Research

Published on 26 Nov 2021

Mutation of GmAITR Genes by CRISPR/Cas9 Genome Editing Results in Enhanced Salinity Stress Tolerance in Soybean

in Technical Advances in Plant Science

Tianya Wang
Hongwei Xun
Wei Wang
Xiaoyang Ding
Hainan Tian
Saddam Hussain
Qianli Dong
Yingying Li
Yuxin Cheng
Chen Wang

Frontiers in Plant Science

doi 10.3389/fpls.2021.779598

13,800 views
160 citations

Original Research

Published on 26 Nov 2021

Unmanned Aerial System-Based Weed Mapping in Sod Production Using a Convolutional Neural Network

in Technical Advances in Plant Science

Jing Zhang
Jerome Maleski
David Jespersen
F. C. Waltz
Glen Rains
Brian Schwartz

Frontiers in Plant Science

doi 10.3389/fpls.2021.702626

4,356 views
10 citations

Original Research

Published on 26 Nov 2021

Identification of Finely Mapped Quantitative Trait Locus and Candidate Gene Mining for the Three-Seeded Pod Trait in Soybean

in Technical Advances in Plant Science

Candong Li
Hongwei Jiang
Yingying Li
Chunyan Liu
Zhaoming Qi
Xiaoxia Wu
Zhanguo Zhang
Zhenbang Hu
Rongsheng Zhu
Tai Guo

Frontiers in Plant Science

doi 10.3389/fpls.2021.715488

3,755 views
1 citation

Review

Published on 26 Nov 2021

Peculiarities of the Transformation of Asteraceae Family Species: The Cases of Sunflower and Lettuce

in Technical Advances in Plant Science

Flavia Soledad Darqui
Laura Mabel Radonic
Valeria Cecilia Beracochea
H. Esteban Hopp
Marisa López Bilbao

Frontiers in Plant Science

doi 10.3389/fpls.2021.767459

11,255 views
35 citations

Review

Published on 25 Nov 2021

New Technologies and Strategies for Grapevine Breeding Through Genetic Transformation

in Technical Advances in Plant Science

Gabriela Campos
Constanza Chialva
Silvana Miras
Diego Lijavetzky

Frontiers in Plant Science

doi 10.3389/fpls.2021.767522

15,097 views
43 citations

Original Research

Published on 22 Nov 2021

Optimizing RNAi-Target by Nicotiana benthamiana-Soybean Mosaic Virus System Drives Broad Resistance to Soybean Mosaic Virus in Soybean

in Technical Advances in Plant Science

Hua Jiang
Kai Li
Junyi Gai

Frontiers in Plant Science

doi 10.3389/fpls.2021.739971

4,356 views
3 citations

Original Research

Published on 22 Nov 2021

Genome-Wide Association Studies of Soybean Yield-Related Hyperspectral Reflectance Bands Using Machine Learning-Mediated Data Integration Methods

in Technical Advances in Plant Science

Mohsen Yoosefzadeh-Najafabadi
Sepideh Torabi
Dan Tulpan
Istvan Rajcan
Milad Eskandari

Frontiers in Plant Science

doi 10.3389/fpls.2021.777028

10,769 views
54 citations

1,686 articles

articles

Entropy Weight Ensemble Framework for Yield Prediction of Winter Wheat Under Different Water Stress Treatments Using Unmanned Aerial Vehicle-Based Multispectral and Thermal Data

Indirect in vitro Regeneration of the Medicinal Plant, Aspilia africana, and Histological Assessment at Different Developmental Stages

Bundling up the Role of the Actin Cytoskeleton in Primary Root Growth

Image-Based Hot Pepper Disease and Pest Diagnosis Using Transfer Learning and Fine-Tuning

Improving Accuracy of Tomato Plant Disease Diagnosis Based on Deep Learning With Explicit Control of Hidden Classes

Effects of Light Intensity on Root Development in a D-Root Growth System

Establishment and Application of Ligation Reaction-Based Method for Quantifying MicroR-156b

Darkfield and Fluorescence Macrovision of a Series of Large Images to Assess Anatomical and Chemical Tissue Variability in Whole Cross-Sections of Maize Stems

Automatic and Accurate Calculation of Rice Seed Setting Rate Based on Image Segmentation and Deep Learning

Manipulation of Cannabinoid Biosynthesis via Transient RNAi Expression

Transformation of Teosinte (Zea mays ssp. parviglumis) via Biolistic Bombardment of Seedling-Derived Callus Tissues

Phenomics-Assisted Selection for Herbage Accumulation in Alfalfa (Medicago sativa L.)

Direct Imaging of Plant Metabolites in the Rhizosphere Using Laser Desorption Ionization Ultra-High Resolution Mass Spectrometry

A Deep Learning Method for Fully Automatic Stomatal Morphometry and Maximal Conductance Estimation

Citrus Genetic Transformation: An Overview of the Current Strategies and Insights on the New Emerging Technologies

Advances and Perspectives of Transgenic Technology and Biotechnological Application in Forest Trees

Estimating Leaf Area Index in Row Crops Using Wheel-Based and Airborne Discrete Return Light Detection and Ranging Data

Mutation of GmAITR Genes by CRISPR/Cas9 Genome Editing Results in Enhanced Salinity Stress Tolerance in Soybean

Unmanned Aerial System-Based Weed Mapping in Sod Production Using a Convolutional Neural Network

Identification of Finely Mapped Quantitative Trait Locus and Candidate Gene Mining for the Three-Seeded Pod Trait in Soybean

Peculiarities of the Transformation of Asteraceae Family Species: The Cases of Sunflower and Lettuce

New Technologies and Strategies for Grapevine Breeding Through Genetic Transformation

Optimizing RNAi-Target by Nicotiana benthamiana-Soybean Mosaic Virus System Drives Broad Resistance to Soybean Mosaic Virus in Soybean

Genome-Wide Association Studies of Soybean Yield-Related Hyperspectral Reflectance Bands Using Machine Learning-Mediated Data Integration Methods