Frontiers in Plant Science | Technical Advances in Plant Science

Original Research

Published on 01 Oct 2021

Contour-Based Detection and Quantification of Tar Spot Stromata Using Red-Green-Blue (RGB) Imagery

in Technical Advances in Plant Science

Da-Young Lee
Dong-Yeop Na
Carlos Góngora-Canul
Sriram Baireddy
Brenden Lane
Andres P. Cruz
Mariela Fernández-Campos
Nathan M. Kleczewski
Darcy E. P. Telenko
Stephen B. Goodwin

Frontiers in Plant Science

doi 10.3389/fpls.2021.675975

6,045 views
12 citations

Original Research

Published on 01 Oct 2021

Diagnosis of Typical Apple Diseases: A Deep Learning Method Based on Multi-Scale Dense Classification Network

in Technical Advances in Plant Science

Yunong Tian
En Li
Zize Liang
Min Tan
Xiongkui He

Frontiers in Plant Science

doi 10.3389/fpls.2021.698474

12,276 views
47 citations

Original Research

Published on 29 Sep 2021

Hyperspectral Imaging Combined With Deep Transfer Learning for Rice Disease Detection

in Technical Advances in Plant Science

Lei Feng
Baohua Wu
Yong He
Chu Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2021.693521

11,091 views
78 citations

Original Research

Published on 28 Sep 2021

Identification of Apple Leaf Diseases by Improved Deep Convolutional Neural Networks With an Attention Mechanism

in Technical Advances in Plant Science

Peng Wang
Tong Niu
Yanru Mao
Zhao Zhang
Bin Liu
Dongjian He

Frontiers in Plant Science

doi 10.3389/fpls.2021.723294

13,429 views
79 citations

Original Research

Published on 22 Sep 2021

Superiority Verification of Deep Learning in the Identification of Medicinal Plants: Taking Paris polyphylla var. yunnanensis as an Example

in Technical Advances in Plant Science

JiaQi Yue
WanYi Li
YuanZhong Wang

Frontiers in Plant Science

doi 10.3389/fpls.2021.752863

4,302 views
30 citations

Original Research

Published on 16 Sep 2021

Sorghum Grains Grading for Food, Feed, and Fuel Using NIR Spectroscopy

in Technical Advances in Plant Science

Irsa Ejaz
Siyang He
Wei Li
Naiyue Hu
Chaochen Tang
Songbo Li
Meng Li
Boubacar Diallo
Guanghui Xie
Kang Yu

Frontiers in Plant Science

doi 10.3389/fpls.2021.720022

7,367 views
25 citations

Original Research

Published on 10 Sep 2021

Application of Hyperspectral Imaging for Maturity and Soluble Solids Content Determination of Strawberry With Deep Learning Approaches

in Technical Advances in Plant Science

Zhenzhu Su
Chu Zhang
Tianying Yan
Jianan Zhu
Yulan Zeng
Xuanjun Lu
Pan Gao
Lei Feng
Linhai He
Lihui Fan

Frontiers in Plant Science

doi 10.3389/fpls.2021.736334

12,117 views
76 citations

Original Research

Published on 09 Sep 2021

Assessment of Total Fat and Fatty Acids in Walnuts Using Near-Infrared Hyperspectral Imaging

in Technical Advances in Plant Science

Julio Nogales-Bueno
Berta Baca-Bocanegra
José Miguel Hernández-Hierro
Raquel Garcia
João Mota Barroso
Francisco José Heredia
Ana Elisa Rato

Frontiers in Plant Science

doi 10.3389/fpls.2021.729880

9,544 views
32 citations

Original Research

Published on 07 Sep 2021

A Method of Green Citrus Detection in Natural Environments Using a Deep Convolutional Neural Network

in Technical Advances in Plant Science

Zhenhui Zheng
Juntao Xiong
Huan Lin
Yonglin Han
Baoxia Sun
Zhiming Xie
Zhengang Yang
Chenglin Wang

Frontiers in Plant Science

doi 10.3389/fpls.2021.705737

6,340 views
48 citations

Review

Published on 03 Sep 2021

Infrared Spectroscopy and Chemometric Applications for the Qualitative and Quantitative Investigation of Grapevine Organs

in Technical Advances in Plant Science

Elizma van Wyngaard
Erna Blancquaert
Hélène Nieuwoudt
Jose Luis Aleixandre-Tudo

Frontiers in Plant Science

doi 10.3389/fpls.2021.723247

7,446 views
22 citations

Original Research

Published on 26 Aug 2021

Estimation of Fractional Photosynthetically Active Radiation From a Canopy 3D Model; Case Study: Almond Yield Prediction

in Technical Advances in Plant Science

Xin Zhang
Alireza Pourreza
Kyle H. Cheung
German Zuniga-Ramirez
Bruce D. Lampinen
Kenneth A. Shackel

Frontiers in Plant Science

doi 10.3389/fpls.2021.715361

8,238 views
19 citations

Original Research

Published on 25 Aug 2021

Predictive Chromatography of Leaf Extracts Through Encoded Environmental Forcing on Phytochemical Synthesis

in Technical Advances in Plant Science

Junelle Rey C. Bacong
Drandreb Earl O. Juanico

Frontiers in Plant Science

doi 10.3389/fpls.2021.613507

6,565 views
3 citations

Review

Published on 23 Aug 2021

Vitamin B12 (Cobalamin) and Micronutrient Fortification in Food Crops Using Nanoparticle Technology

in Technical Advances in Plant Science

Soojin Oh
Gareth Cave
Chungui Lu

Frontiers in Plant Science

doi 10.3389/fpls.2021.668819

30,367 views
52 citations

Original Research

Published on 23 Aug 2021

Effect of Different Extraction Methods on the Quality and Biochemical Attributes of Pomegranate Juice and the Application of Fourier Transformed Infrared Spectroscopy in Discriminating Between Different Extraction Methods

in Technical Advances in Plant Science

Ebrahiema Arendse
Helene Nieuwoudt
Olaniyi Amos Fawole
Umezuruike Linus Opara

Frontiers in Plant Science

doi 10.3389/fpls.2021.702575

6,461 views
13 citations

Original Research

Published on 19 Aug 2021

Measurement of Environmentally Influenced Variations in Anthocyanin Accumulations in Brassica rapa subsp. Chinensis (Bok Choy) Using Hyperspectral Imaging

in Technical Advances in Plant Science

Hyo-suk Kim
Ji Hye Yoo
Soo Hyun Park
Jun-Sik Kim
Youngchul Chung
Jae Hun Kim
Hyoung Seok Kim

Frontiers in Plant Science

doi 10.3389/fpls.2021.693854

6,367 views
11 citations

Original Research

Published on 19 Aug 2021

Prediction of Drought-Induced Components and Evaluation of Drought Damage of Tea Plants Based on Hyperspectral Imaging

in Technical Advances in Plant Science

Sizhou Chen
Yuan Gao
Kai Fan
Yujie Shi
Danni Luo
Jiazhi Shen
Zhaotang Ding
Yu Wang

Frontiers in Plant Science

doi 10.3389/fpls.2021.695102

5,628 views
28 citations

Original Research

Published on 19 Aug 2021

Biochemical Origin of Raman-Based Diagnostics of Huanglongbing in Grapefruit Trees

in Technical Advances in Plant Science

Tianyi Dou
Lee Sanchez
Sonia Irigoyen
Nicolas Goff
Prakash Niraula
Kranthi Mandadi
Dmitry Kurouski

Frontiers in Plant Science

doi 10.3389/fpls.2021.680991

5,162 views
36 citations

Original Research

Published on 19 Aug 2021

Automatic Diagnosis of Rice Diseases Using Deep Learning

in Technical Advances in Plant Science

Ruoling Deng
Ming Tao
Hang Xing
Xiuli Yang
Chuang Liu
Kaifeng Liao
Long Qi

Frontiers in Plant Science

doi 10.3389/fpls.2021.701038

46,156 views
169 citations

Original Research

Published on 16 Aug 2021

Fine-Tuning Florigen Increases Field Yield Through Improving Photosynthesis in Soybean

in Technical Advances in Plant Science

Kun Xu
Xiao-Mei Zhang
Haifeng Chen
Chanjuan Zhang
Jinlong Zhu
Zhiyuan Cheng
Penghui Huang
Xinan Zhou
Yuchen Miao
Xianzhong Feng

Frontiers in Plant Science

doi 10.3389/fpls.2021.710754

5,791 views
10 citations

Original Research

Published on 16 Aug 2021

Raman-Based Diagnostics of Stalk Rot Disease of Maize Caused by Colletotrichum graminicola

in Technical Advances in Plant Science

Charles Farber
John S. Bennett
Tianyi Dou
Yousef Abugalyon
Dillon Humpal
Lee Sanchez
Katie Toomey
Michael Kolomiets
Dmitry Kurouski

Frontiers in Plant Science

doi 10.3389/fpls.2021.722898

6,285 views
21 citations

Original Research

Published on 06 Aug 2021

High-Resolution X-Ray Computed Tomography: A New Workflow for the Analysis of Xylogenesis and Intra-Seasonal Wood Biomass Production

in Technical Advances in Plant Science

Romain Lehnebach
Matteo Campioli
Jozica Gričar
Peter Prislan
Bertold Mariën
Hans Beeckman
Jan Van den Bulcke

Frontiers in Plant Science

doi 10.3389/fpls.2021.698640

7,036 views
26 citations

Original Research

Published on 05 Aug 2021

High-Resolution Analysis of Growth and Transpiration of Quinoa Under Saline Conditions

in Technical Advances in Plant Science

Viviana Jaramillo Roman
Rick van de Zedde
Joseph Peller
Richard G. F. Visser
C. Gerard van der Linden
Eibertus N. van Loo

Frontiers in Plant Science

doi 10.3389/fpls.2021.634311

9,284 views
27 citations

Original Research

Published on 02 Aug 2021

Corn Yield Prediction With Ensemble CNN-DNN

in Technical Advances in Plant Science

Mohsen Shahhosseini
Guiping Hu
Saeed Khaki
Sotirios V. Archontoulis

Frontiers in Plant Science

doi 10.3389/fpls.2021.709008

11,522 views
85 citations

Original Research

Published on 30 Jul 2021

A Framework for Identification of Healthy Potted Seedlings in Automatic Transplanting System Using Computer Vision

in Technical Advances in Plant Science

Xin Jin
Chenglin Wang
Kaikang Chen
Jiangtao Ji
Suchwen Liu
Yawei Wang

Frontiers in Plant Science

doi 10.3389/fpls.2021.691753

3,834 views
8 citations

1,686 articles

articles

Contour-Based Detection and Quantification of Tar Spot Stromata Using Red-Green-Blue (RGB) Imagery

Diagnosis of Typical Apple Diseases: A Deep Learning Method Based on Multi-Scale Dense Classification Network

Hyperspectral Imaging Combined With Deep Transfer Learning for Rice Disease Detection

Identification of Apple Leaf Diseases by Improved Deep Convolutional Neural Networks With an Attention Mechanism

Superiority Verification of Deep Learning in the Identification of Medicinal Plants: Taking Paris polyphylla var. yunnanensis as an Example

Sorghum Grains Grading for Food, Feed, and Fuel Using NIR Spectroscopy

Application of Hyperspectral Imaging for Maturity and Soluble Solids Content Determination of Strawberry With Deep Learning Approaches

Assessment of Total Fat and Fatty Acids in Walnuts Using Near-Infrared Hyperspectral Imaging

A Method of Green Citrus Detection in Natural Environments Using a Deep Convolutional Neural Network

Infrared Spectroscopy and Chemometric Applications for the Qualitative and Quantitative Investigation of Grapevine Organs

Estimation of Fractional Photosynthetically Active Radiation From a Canopy 3D Model; Case Study: Almond Yield Prediction

Predictive Chromatography of Leaf Extracts Through Encoded Environmental Forcing on Phytochemical Synthesis

Vitamin B12 (Cobalamin) and Micronutrient Fortification in Food Crops Using Nanoparticle Technology

Effect of Different Extraction Methods on the Quality and Biochemical Attributes of Pomegranate Juice and the Application of Fourier Transformed Infrared Spectroscopy in Discriminating Between Different Extraction Methods

Measurement of Environmentally Influenced Variations in Anthocyanin Accumulations in Brassica rapa subsp. Chinensis (Bok Choy) Using Hyperspectral Imaging

Prediction of Drought-Induced Components and Evaluation of Drought Damage of Tea Plants Based on Hyperspectral Imaging

Biochemical Origin of Raman-Based Diagnostics of Huanglongbing in Grapefruit Trees

Automatic Diagnosis of Rice Diseases Using Deep Learning

Fine-Tuning Florigen Increases Field Yield Through Improving Photosynthesis in Soybean

Raman-Based Diagnostics of Stalk Rot Disease of Maize Caused by Colletotrichum graminicola

High-Resolution X-Ray Computed Tomography: A New Workflow for the Analysis of Xylogenesis and Intra-Seasonal Wood Biomass Production

High-Resolution Analysis of Growth and Transpiration of Quinoa Under Saline Conditions

Corn Yield Prediction With Ensemble CNN-DNN

A Framework for Identification of Healthy Potted Seedlings in Automatic Transplanting System Using Computer Vision