Frontiers in Plant Science | Technical Advances in Plant Science

Original Research

Published on 11 Feb 2021

A Deep Learning-Based Vision System Combining Detection and Tracking for Fast On-Line Citrus Sorting

in Technical Advances in Plant Science

Yaohui Chen
Xiaosong An
Shumin Gao
Shanjun Li
Hanwen Kang

Frontiers in Plant Science

doi 10.3389/fpls.2021.622062

16,740 views
64 citations

Original Research

Published on 11 Feb 2021

Estimation of Botanical Composition in Mixed Clover–Grass Fields Using Machine Learning-Based Image Analysis

in Technical Advances in Plant Science

Sashuang Sun
Ning Liang
Zhiyu Zuo
David Parsons
Julien Morel
Jiang Shi
Zhao Wang
Letan Luo
Lin Zhao
Hui Fang

Frontiers in Plant Science

doi 10.3389/fpls.2021.622429

5,011 views
11 citations

Methods

Published on 10 Feb 2021

Quantitative High-Throughput, Real-Time Bioassay for Plant Pathogen Growth in vivo

in Technical Advances in Plant Science

Chunqiu Zhang
Ben N. Mansfeld
Ying-Chen Lin
Rebecca Grumet

Frontiers in Plant Science

doi 10.3389/fpls.2021.637190

6,427 views
12 citations

Original Research

Published on 10 Feb 2021

Predicting Tree Species From 3D Laser Scanning Point Clouds Using Deep Learning

in Technical Advances in Plant Science

Dominik Seidel
Peter Annighöfer
Anton Thielman
Quentin Edward Seifert
Jan-Henrik Thauer
Jonas Glatthorn
Martin Ehbrecht
Thomas Kneib
Christian Ammer

Frontiers in Plant Science

doi 10.3389/fpls.2021.635440

17,243 views
76 citations

Original Research

Published on 10 Feb 2021

Development and Validation of Methodology for Estimating Potato Canopy Structure for Field Crop Phenotyping and Improved Breeding

in Technical Advances in Plant Science

Filipe de Jesus Colwell
Jock Souter
Glenn J. Bryan
Lindsey J. Compton
Neil Boonham
Ankush Prashar

Frontiers in Plant Science

doi 10.3389/fpls.2021.612843

7,901 views
34 citations

Methods

Published on 05 Feb 2021

A Mobile NMR Sensor and Relaxometric Method to Non-destructively Monitor Water and Dry Matter Content in Plants

in Technical Advances in Plant Science

Carel W. Windt
Moritz Nabel
Johannes Kochs
Siegfried Jahnke
Ulrich Schurr

Frontiers in Plant Science

doi 10.3389/fpls.2021.617768

9,462 views
35 citations

Original Research

Published on 04 Feb 2021

Copper Ions Induce DNA Sequence Variation in Zygotic Embryo Culture-Derived Barley Regenerants

in Technical Advances in Plant Science

Renata Orłowska
Janusz Zimny
Piotr T. Bednarek

Frontiers in Plant Science

doi 10.3389/fpls.2020.614837

4,112 views
12 citations

Original Research

Published on 04 Feb 2021

Rapid and Detailed Characterization of Transgene Insertion Sites in Genetically Modified Plants via Nanopore Sequencing

in Technical Advances in Plant Science

Paula A. Giraldo
Hiroshi Shinozuka
German C. Spangenberg
Kevin F. Smith
Noel O. I. Cogan

Frontiers in Plant Science

doi 10.3389/fpls.2020.602313

15,126 views
21 citations

Methods

Published on 03 Feb 2021

Distinguishing HapMap Accessions Through Recursive Set Partitioning in Hierarchical Decision Trees

in Technical Advances in Plant Science

Wenchao Zhang
Yun Kang
Xiaofei Cheng
Jiangqi Wen
Hongying Zhang
Ivone Torres-Jerez
Nick Krom
Michael K. Udvardi
Wolf-Rüdiger Scheible
Patrick Xuechun Zhao

Frontiers in Plant Science

doi 10.3389/fpls.2021.628421

4,236 views
2 citations

Methods

Published on 01 Feb 2021

SeedExtractor: An Open-Source GUI for Seed Image Analysis

in Technical Advances in Plant Science

Feiyu Zhu
Puneet Paul
Waseem Hussain
Kyle Wallman
Balpreet K. Dhatt
Jaspreet Sandhu
Larissa Irvin
Gota Morota
Hongfeng Yu
Harkamal Walia

Frontiers in Plant Science

doi 10.3389/fpls.2020.581546

17,619 views
32 citations

Original Research

Published on 28 Jan 2021

An Apical Meristem-Targeted in planta Transformation Method for the Development of Transgenics in Flax (Linum usitatissimum): Optimization and Validation

in Technical Advances in Plant Science

Karthik Kesiraju
Shaily Tyagi
Soumyadeep Mukherjee
Rhitu Rai
Nagendra K. Singh
Rohini Sreevathsa
Prasanta K. Dash

Frontiers in Plant Science

doi 10.3389/fpls.2020.562056

9,547 views
28 citations

Original Research

Published on 28 Jan 2021

Large-Scale Counting and Localization of Pineapple Inflorescence Through Deep Density-Estimation

in Technical Advances in Plant Science

Jennifer Hobbs
Prajwal Prakash
Robert Paull
Harutyun Hovhannisyan
Bernard Markowicz
Greg Rose

Frontiers in Plant Science

doi 10.3389/fpls.2020.599705

7,507 views
13 citations

Review

Published on 27 Jan 2021

Past and Future of Plant Stress Detection: An Overview From Remote Sensing to Positron Emission Tomography

in Technical Advances in Plant Science

Angelica Galieni
Nicola D'Ascenzo
Fabio Stagnari
Giancarlo Pagnani
Qingguo Xie
Michele Pisante

Frontiers in Plant Science

doi 10.3389/fpls.2020.609155

46,028 views
163 citations

Original Research

Published on 25 Jan 2021

Identification of Weeds Based on Hyperspectral Imaging and Machine Learning

in Technical Advances in Plant Science

Yanjie Li
Mahmoud Al-Sarayreh
Kenji Irie
Deborah Hackell
Graeme Bourdot
Marlon M. Reis
Kioumars Ghamkhar

Frontiers in Plant Science

doi 10.3389/fpls.2020.611622

18,425 views
69 citations

Original Research

Published on 21 Jan 2021

Prediction of Biomass and N Fixation of Legume–Grass Mixtures Using Sensor Fusion

in Technical Advances in Plant Science

Esther Grüner
Thomas Astor
Michael Wachendorf

Frontiers in Plant Science

doi 10.3389/fpls.2020.603921

5,837 views
37 citations

Methods

Published on 21 Jan 2021

Fusion of Deep Convolution and Shallow Features to Recognize the Severity of Wheat Fusarium Head Blight

in Technical Advances in Plant Science

Chunyan Gu
Daoyong Wang
Huihui Zhang
Jian Zhang
Dongyan Zhang
Dong Liang

Frontiers in Plant Science

doi 10.3389/fpls.2020.599886

4,311 views
30 citations

Review

Published on 20 Jan 2021

Raman-Based Diagnostics of Biotic and Abiotic Stresses in Plants. A Review

in Technical Advances in Plant Science

William Z. Payne
Dmitry Kurouski

Frontiers in Plant Science

doi 10.3389/fpls.2020.616672

13,254 views
65 citations

Original Research

Published on 12 Jan 2021

A Versatile Plant Rhabdovirus-Based Vector for Gene Silencing, miRNA Expression and Depletion, and Antibody Production

in Technical Advances in Plant Science

Xingxing Peng
Xiaonan Ma
Shuting Lu
Zhenghe Li

Frontiers in Plant Science

doi 10.3389/fpls.2020.627880

8,628 views
21 citations

Original Research

Published on 12 Jan 2021

Application of Machine Learning Algorithms in Plant Breeding: Predicting Yield From Hyperspectral Reflectance in Soybean

in Technical Advances in Plant Science

Mohsen Yoosefzadeh-Najafabadi
Hugh J. Earl
Dan Tulpan
John Sulik
Milad Eskandari

Frontiers in Plant Science

doi 10.3389/fpls.2020.624273

34,176 views
211 citations

Original Research

Published on 11 Jan 2021

Molecular Detection Assays for Rapid Field-Detection of Rice Sheath Blight

in Technical Advances in Plant Science

Ying-Hong Lin
Shih-Mao Shen
Chen-Jie Wen
Yi-Jia Lin
Tsai-De Chang
Sheng-Chi Chu

Frontiers in Plant Science

doi 10.3389/fpls.2020.552916

7,823 views
6 citations

Original Research

Published on 11 Jan 2021

Improved Vision-Based Detection of Strawberry Diseases Using a Deep Neural Network

in Technical Advances in Plant Science

Byoungjun Kim
You-Kyoung Han
Jong-Han Park
Joonwhoan Lee

Frontiers in Plant Science

doi 10.3389/fpls.2020.559172

10,430 views
43 citations

Original Research

Published on 08 Jan 2021

Transfection of Arctic Bryum sp. KMR5045 as a Model for Genetic Engineering of Cold-Tolerant Mosses

in Technical Advances in Plant Science

Mi Young Byun
Suyeon Seo
Jungeun Lee
Yo-Han Yoo
Hyoungseok Lee

Frontiers in Plant Science

doi 10.3389/fpls.2020.609847

5,635 views
5 citations

Original Research

Published on 07 Jan 2021

A Long-Term Terrestrial Laser Scanning Measurement Station to Continuously Monitor Structural and Phenological Dynamics of Boreal Forest Canopy

in Technical Advances in Plant Science

Mariana Batista Campos
Paula Litkey
Yunsheng Wang
Yuwei Chen
Heikki Hyyti
Juha Hyyppä
Eetu Puttonen

Frontiers in Plant Science

doi 10.3389/fpls.2020.606752

14,702 views
55 citations

Original Research

Published on 07 Jan 2021

Spatial Models With Inter-Tree Competition From Airborne Laser Scanning Improve Estimates of Genetic Variance

in Technical Advances in Plant Science

David Pont
Heidi S. Dungey
Mari Suontama
Grahame T. Stovold

Frontiers in Plant Science

doi 10.3389/fpls.2020.596315

4,258 views
11 citations

1,686 articles

articles

A Deep Learning-Based Vision System Combining Detection and Tracking for Fast On-Line Citrus Sorting

Estimation of Botanical Composition in Mixed Clover–Grass Fields Using Machine Learning-Based Image Analysis

Quantitative High-Throughput, Real-Time Bioassay for Plant Pathogen Growth in vivo

Predicting Tree Species From 3D Laser Scanning Point Clouds Using Deep Learning

Development and Validation of Methodology for Estimating Potato Canopy Structure for Field Crop Phenotyping and Improved Breeding

A Mobile NMR Sensor and Relaxometric Method to Non-destructively Monitor Water and Dry Matter Content in Plants

Copper Ions Induce DNA Sequence Variation in Zygotic Embryo Culture-Derived Barley Regenerants

Rapid and Detailed Characterization of Transgene Insertion Sites in Genetically Modified Plants via Nanopore Sequencing

Distinguishing HapMap Accessions Through Recursive Set Partitioning in Hierarchical Decision Trees

SeedExtractor: An Open-Source GUI for Seed Image Analysis

An Apical Meristem-Targeted in planta Transformation Method for the Development of Transgenics in Flax (Linum usitatissimum): Optimization and Validation

Large-Scale Counting and Localization of Pineapple Inflorescence Through Deep Density-Estimation

Past and Future of Plant Stress Detection: An Overview From Remote Sensing to Positron Emission Tomography

Identification of Weeds Based on Hyperspectral Imaging and Machine Learning

Prediction of Biomass and N Fixation of Legume–Grass Mixtures Using Sensor Fusion

Fusion of Deep Convolution and Shallow Features to Recognize the Severity of Wheat Fusarium Head Blight

Raman-Based Diagnostics of Biotic and Abiotic Stresses in Plants. A Review

A Versatile Plant Rhabdovirus-Based Vector for Gene Silencing, miRNA Expression and Depletion, and Antibody Production

Application of Machine Learning Algorithms in Plant Breeding: Predicting Yield From Hyperspectral Reflectance in Soybean

Molecular Detection Assays for Rapid Field-Detection of Rice Sheath Blight

Improved Vision-Based Detection of Strawberry Diseases Using a Deep Neural Network

Transfection of Arctic Bryum sp. KMR5045 as a Model for Genetic Engineering of Cold-Tolerant Mosses

A Long-Term Terrestrial Laser Scanning Measurement Station to Continuously Monitor Structural and Phenological Dynamics of Boreal Forest Canopy

Spatial Models With Inter-Tree Competition From Airborne Laser Scanning Improve Estimates of Genetic Variance