Frontiers in Plant Science | Technical Advances in Plant Science

Original Research

Published on 04 Dec 2019

From QTLs to Adaptation Landscapes: Using Genotype-To-Phenotype Models to Characterize G×E Over Time

in Technical Advances in Plant Science

Daniela Bustos-Korts
Marcos Malosetti
Karine Chenu
Scott Chapman
Martin P. Boer
Bangyou Zheng
Fred A. van Eeuwijk

Frontiers in Plant Science

doi 10.3389/fpls.2019.01540

9,828 views
47 citations

Original Research

Published on 28 Nov 2019

Measuring Internal Maturity Parameters Contactless on Intact Table Grape Bunches Using NIR Spectroscopy

in Technical Advances in Plant Science

Andries J. Daniels
Carlos Poblete-Echeverría
Umezuruike L. Opara
Hélène H. Nieuwoudt

Frontiers in Plant Science

doi 10.3389/fpls.2019.01517

9,091 views
39 citations

Original Research

Published on 28 Nov 2019

Comparative Performance of Spectral Reflectance Indices and Multivariate Modeling for Assessing Agronomic Parameters in Advanced Spring Wheat Lines Under Two Contrasting Irrigation Regimes

in Technical Advances in Plant Science

Salah E. El-Hendawy
Majed Alotaibi
Nasser Al-Suhaibani
Khalid Al-Gaadi
Wael Hassan
Yaser Hassan Dewir
Mohammed Abd El-Gawad Emam
Salah Elsayed
Urs Schmidhalter

Frontiers in Plant Science

doi 10.3389/fpls.2019.01537

6,402 views
31 citations

Original Research

Published on 27 Nov 2019

Hand-Held Near-Infrared Spectroscopy for Authentication of Fengdous and Quantitative Analysis of Mulberry Fruits

in Technical Advances in Plant Science

Hui Yan
Yi-Chao Xu
Heinz W. Siesler
Bang-Xing Han
Guo-Zheng Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2019.01548

11,484 views
36 citations

Original Research

Published on 27 Nov 2019

Combining Crop Growth Modeling and Statistical Genetic Modeling to Evaluate Phenotyping Strategies

in Technical Advances in Plant Science

Daniela Bustos-Korts
Martin P. Boer
Marcos Malosetti
Scott Chapman
Karine Chenu
Bangyou Zheng
Fred A. van Eeuwijk

Frontiers in Plant Science

doi 10.3389/fpls.2019.01491

14,861 views
74 citations

Original Research

Published on 26 Nov 2019

Convolutional Neural Net-Based Cassava Storage Root Counting Using Real and Synthetic Images

in Technical Advances in Plant Science

John Atanbori
Maria Elker Montoya-P
Michael Gomez Selvaraj
Andrew P. French
Tony P. Pridmore

Frontiers in Plant Science

doi 10.3389/fpls.2019.01516

6,095 views
18 citations

Original Research

Published on 20 Nov 2019

Genotype Specific Photosynthesis x Environment Interactions Captured by Automated Fluorescence Canopy Scans Over Two Fluctuating Growing Seasons

in Technical Advances in Plant Science

Beat Keller
Shizue Matsubara
Uwe Rascher
Roland Pieruschka
Angelina Steier
Thorsten Kraska
Onno Muller

Frontiers in Plant Science

doi 10.3389/fpls.2019.01482

6,664 views
31 citations

Original Research

Published on 14 Nov 2019

Deep Learning-Based Phenotyping System With Glocal Description of Plant Anomalies and Symptoms

in Technical Advances in Plant Science

Alvaro Fuentes
Sook Yoon
Dong Sun Park

Frontiers in Plant Science

doi 10.3389/fpls.2019.01321

6,227 views
47 citations

Original Research

Published on 08 Nov 2019

Evaluation of the Efficacy of Two New Biotechnological-Based Freeze-Dried Fertilizers for Sustainable Fe Deficiency Correction of Soybean Plants Grown in Calcareous Soils

in Technical Advances in Plant Science

Carlos M. H. Ferreira
Sandra López-Rayo
Juan J. Lucena
Eduardo V. Soares
Helena M. V. M. Soares

Frontiers in Plant Science

doi 10.3389/fpls.2019.01335

6,578 views
25 citations

Original Research

Published on 05 Nov 2019

A Robust Automated Image-Based Phenotyping Method for Rapid Vegetative Screening of Wheat Germplasm for Nitrogen Use Efficiency

in Technical Advances in Plant Science

Giao N. Nguyen
Pankaj Maharjan
Lance Maphosa
Jignesh Vakani
Emily Thoday-Kennedy
Surya Kant

Frontiers in Plant Science

doi 10.3389/fpls.2019.01372

8,510 views
25 citations

Original Research

Published on 05 Nov 2019

Green Fluorescent Protein- and Discosoma sp. Red Fluorescent Protein-Tagged Organelle Marker Lines for Protein Subcellular Localization in Rice

in Technical Advances in Plant Science

Ziqiang Chen
Wenhui Zheng
Longhai Chen
Chenlu Li
Tingmin Liang
Zaijie Chen
Huibing Xu
Yijuan Han
Lan Kong
Xu Zhao

Frontiers in Plant Science

doi 10.3389/fpls.2019.01421

11,083 views
28 citations

Original Research

Published on 31 Oct 2019

Learning Semantic Graphics Using Convolutional Encoder–Decoder Network for Autonomous Weeding in Paddy

in Technical Advances in Plant Science

Shyam Prasad Adhikari
Heechan Yang
Hyongsuk Kim

Frontiers in Plant Science

doi 10.3389/fpls.2019.01404

10,958 views
65 citations

Original Research

Published on 31 Oct 2019

Weed Detection in Perennial Ryegrass With Deep Learning Convolutional Neural Network

in Technical Advances in Plant Science

Jialin Yu
Arnold W. Schumann
Zhe Cao
Shaun M. Sharpe
Nathan S. Boyd

Frontiers in Plant Science

doi 10.3389/fpls.2019.01422

16,871 views
135 citations

Original Research

Published on 30 Oct 2019

Using Sensors and Unmanned Aircraft Systems for High-Throughput Phenotyping of Biomass in Perennial Ryegrass Breeding Trials

in Technical Advances in Plant Science

Junping Wang
Pieter Badenhorst
Andrew Phelan
Luke Pembleton
Fan Shi
Noel Cogan
German Spangenberg
Kevin Smith

Frontiers in Plant Science

doi 10.3389/fpls.2019.01381

4,977 views
38 citations

Original Research

Published on 30 Oct 2019

The Development of Hyperspectral Distribution Maps to Predict the Content and Distribution of Nitrogen and Water in Wheat (Triticum aestivum)

in Technical Advances in Plant Science

Brooke Bruning
Huajian Liu
Chris Brien
Bettina Berger
Megan Lewis
Trevor Garnett

Frontiers in Plant Science

doi 10.3389/fpls.2019.01380

9,696 views
75 citations

Original Research

Published on 25 Oct 2019

In-Field Detection and Quantification of Septoria Tritici Blotch in Diverse Wheat Germplasm Using Spectral–Temporal Features

in Technical Advances in Plant Science

Jonas Anderegg
Andreas Hund
Petteri Karisto
Alexey Mikaberidze

Frontiers in Plant Science

doi 10.3389/fpls.2019.01355

8,878 views
43 citations

Original Research

Published on 23 Oct 2019

Structural Imaging of Native Cryo-Preserved Secondary Cell Walls Reveals the Presence of Macrofibrils and Their Formation Requires Normal Cellulose, Lignin and Xylan Biosynthesis

in Technical Advances in Plant Science

Jan J. Lyczakowski
Matthieu Bourdon
Oliver M. Terrett
Ykä Helariutta
Raymond Wightman
Paul Dupree

Frontiers in Plant Science

doi 10.3389/fpls.2019.01398

12,426 views
65 citations

Opinion

Published on 22 Oct 2019

Effective Phenotyping Applications Require Matching Trait and Platform and More Attention to Theory

in Technical Advances in Plant Science

Victor O. Sadras

Frontiers in Plant Science

doi 10.3389/fpls.2019.01339

3,362 views
15 citations

Original Research

Published on 18 Oct 2019

A Co-Expression Network in Hexaploid Wheat Reveals Mostly Balanced Expression and Lack of Significant Gene Loss of Homeologous Meiotic Genes Upon Polyploidization

in Technical Advances in Plant Science

Abdul Kader Alabdullah
Philippa Borrill
Azahara C. Martin
Ricardo H. Ramirez-Gonzalez
Keywan Hassani-Pak
Cristobal Uauy
Peter Shaw
Graham Moore

Frontiers in Plant Science

doi 10.3389/fpls.2019.01325

23,415 views
29 citations

Original Research

Published on 15 Oct 2019

Noninvasive Phenotyping of Plant–Pathogen Interaction: Consecutive In Situ Imaging of Fluorescing Pseudomonas syringae, Plant Phenolic Fluorescence, and Chlorophyll Fluorescence in Arabidopsis Leaves

in Technical Advances in Plant Science

Sabrina Hupp
Maaria Rosenkranz
Katharina Bonfig
Chandana Pandey
Thomas Roitsch

Frontiers in Plant Science

doi 10.3389/fpls.2019.01239

8,506 views
23 citations

Original Research

Published on 11 Oct 2019

Predicting Zea mays Flowering Time, Yield, and Kernel Dimensions by Analyzing Aerial Images

in Technical Advances in Plant Science

Guosheng Wu
Nathan D. Miller
Natalia de Leon
Shawn M. Kaeppler
Edgar P. Spalding

Frontiers in Plant Science

doi 10.3389/fpls.2019.01251

8,097 views
34 citations

Original Research

Published on 09 Oct 2019

Maize Canopy Temperature Extracted From UAV Thermal and RGB Imagery and Its Application in Water Stress Monitoring

in Technical Advances in Plant Science

Liyuan Zhang
Yaxiao Niu
Huihui Zhang
Wenting Han
Guang Li
Jiandong Tang
Xingshuo Peng

Frontiers in Plant Science

doi 10.3389/fpls.2019.01270

19,370 views
171 citations

Editorial

Published on 08 Oct 2019

Editorial: New Developments in Agrobacterium-Mediated Transformation of Tree Fruit Crops

in Technical Advances in Plant Science

Vladimir Orbović

Frontiers in Plant Science

doi 10.3389/fpls.2019.01253

3,732 views
5 citations

Original Research

Published on 26 Sep 2019

DeepCount: In-Field Automatic Quantification of Wheat Spikes Using Simple Linear Iterative Clustering and Deep Convolutional Neural Networks

in Technical Advances in Plant Science

Pouria Sadeghi-Tehran
Nicolas Virlet
Eva M. Ampe
Piet Reyns
Malcolm J. Hawkesford

Frontiers in Plant Science

doi 10.3389/fpls.2019.01176

13,875 views
147 citations

1,686 articles

articles

From QTLs to Adaptation Landscapes: Using Genotype-To-Phenotype Models to Characterize G×E Over Time

Measuring Internal Maturity Parameters Contactless on Intact Table Grape Bunches Using NIR Spectroscopy

Comparative Performance of Spectral Reflectance Indices and Multivariate Modeling for Assessing Agronomic Parameters in Advanced Spring Wheat Lines Under Two Contrasting Irrigation Regimes

Hand-Held Near-Infrared Spectroscopy for Authentication of Fengdous and Quantitative Analysis of Mulberry Fruits

Combining Crop Growth Modeling and Statistical Genetic Modeling to Evaluate Phenotyping Strategies

Convolutional Neural Net-Based Cassava Storage Root Counting Using Real and Synthetic Images

Genotype Specific Photosynthesis x Environment Interactions Captured by Automated Fluorescence Canopy Scans Over Two Fluctuating Growing Seasons

Deep Learning-Based Phenotyping System With Glocal Description of Plant Anomalies and Symptoms

Evaluation of the Efficacy of Two New Biotechnological-Based Freeze-Dried Fertilizers for Sustainable Fe Deficiency Correction of Soybean Plants Grown in Calcareous Soils

A Robust Automated Image-Based Phenotyping Method for Rapid Vegetative Screening of Wheat Germplasm for Nitrogen Use Efficiency

Green Fluorescent Protein- and Discosoma sp. Red Fluorescent Protein-Tagged Organelle Marker Lines for Protein Subcellular Localization in Rice

Learning Semantic Graphics Using Convolutional Encoder–Decoder Network for Autonomous Weeding in Paddy

Weed Detection in Perennial Ryegrass With Deep Learning Convolutional Neural Network

Using Sensors and Unmanned Aircraft Systems for High-Throughput Phenotyping of Biomass in Perennial Ryegrass Breeding Trials

The Development of Hyperspectral Distribution Maps to Predict the Content and Distribution of Nitrogen and Water in Wheat (Triticum aestivum)

In-Field Detection and Quantification of Septoria Tritici Blotch in Diverse Wheat Germplasm Using Spectral–Temporal Features

Structural Imaging of Native Cryo-Preserved Secondary Cell Walls Reveals the Presence of Macrofibrils and Their Formation Requires Normal Cellulose, Lignin and Xylan Biosynthesis

Effective Phenotyping Applications Require Matching Trait and Platform and More Attention to Theory

A Co-Expression Network in Hexaploid Wheat Reveals Mostly Balanced Expression and Lack of Significant Gene Loss of Homeologous Meiotic Genes Upon Polyploidization

Noninvasive Phenotyping of Plant–Pathogen Interaction: Consecutive In Situ Imaging of Fluorescing Pseudomonas syringae, Plant Phenolic Fluorescence, and Chlorophyll Fluorescence in Arabidopsis Leaves

Predicting Zea mays Flowering Time, Yield, and Kernel Dimensions by Analyzing Aerial Images

Maize Canopy Temperature Extracted From UAV Thermal and RGB Imagery and Its Application in Water Stress Monitoring

Editorial: New Developments in Agrobacterium-Mediated Transformation of Tree Fruit Crops

DeepCount: In-Field Automatic Quantification of Wheat Spikes Using Simple Linear Iterative Clustering and Deep Convolutional Neural Networks