Frontiers in Plant Science | Technical Advances in Plant Science

Original Research

Published on 11 Jan 2024

Non-destructive real-time analysis of plant metabolite accumulation in radish microgreens under different LED light recipes

in Technical Advances in Plant Science

Marco Garegnani
Carla Sandri
Claudia Pacelli
Francesca Ferranti
Elisabetta Bennici
Angiola Desiderio
Luca Nardi
Maria Elena Villani

Frontiers in Plant Science

doi 10.3389/fpls.2023.1289208

2,177 views
2 citations

Original Research

Published on 11 Jan 2024

Integrated web portal for non-destructive salt sensitivity detection of Camelina sativa seeds using fluorescent and visible light images coupled with machine learning algorithms

in Technical Advances in Plant Science

Emilio Vello
Megan Letourneau
John Aguirre
Thomas E. Bureau

Frontiers in Plant Science

doi 10.3389/fpls.2023.1303429

1,766 views

Editorial

Published on 11 Jan 2024

Editorial: Control of plant diseases with deep learning

in Technical Advances in Plant Science

Guoxiong Zhou
Aibin Chen
Weiwei Cai
Liang Gong
Xiaoyulong Chen
Yanfeng Wang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1354927

1,132 views
2 citations

Review

Published on 10 Jan 2024

Principles, developments, and applications of spatially resolved spectroscopy in agriculture: a review

in Technical Advances in Plant Science

Yu Xia
Wenxi Liu
Jingwu Meng
Jinghao Hu
Wenbo Liu
Jie Kang
Bin Luo
Han Zhang
Wei Tang

Frontiers in Plant Science

doi 10.3389/fpls.2023.1324881

4,089 views
7 citations

Original Research

Published on 10 Jan 2024

Development of a longevity prediction model for cut roses using hyperspectral imaging and a convolutional neural network

in Technical Advances in Plant Science

Yong-Tae Kim
Suong Tuyet Thi Ha
Byung-Chun In

Frontiers in Plant Science

doi 10.3389/fpls.2023.1296473

3,982 views
8 citations

Original Research

Published on 09 Jan 2024

DPXception: a lightweight CNN for image-based date palm species classification

in Technical Advances in Plant Science

Mejdl Safran
Waleed Alrajhi
Sultan Alfarhood

Frontiers in Plant Science

doi 10.3389/fpls.2023.1281724

3,055 views
7 citations

Original Research

Published on 08 Jan 2024

PDSE-Lite: lightweight framework for plant disease severity estimation based on Convolutional Autoencoder and Few-Shot Learning

in Technical Advances in Plant Science

Punam Bedi
Pushkar Gole
Sudeep Marwaha

Frontiers in Plant Science

doi 10.3389/fpls.2023.1319894

2,669 views
1 citation

Original Research

Published on 08 Jan 2024

Spatial prediction of winter wheat yield gap: agro-climatic model and machine learning approaches

in Technical Advances in Plant Science

Seyed Rohollah Mousavi
Vahid Alah Jahandideh Mahjenabadi
Bahman Khoshru
Meisam Rezaei

Frontiers in Plant Science

doi 10.3389/fpls.2023.1309171

2,999 views
5 citations

Original Research

Published on 08 Jan 2024

Cereal-legume intercropping: a smart review using topic modelling

in Technical Advances in Plant Science

Sofie Landschoot
Riccardo Zustovi
Kevin Dewitte
Nicola P. Randall
Steven Maenhout
Geert Haesaert

Frontiers in Plant Science

doi 10.3389/fpls.2023.1228850

3,444 views
8 citations

Original Research

Published on 08 Jan 2024

Tree ring segmentation using UNEt TRansformer neural network on stained microsections for quantitative wood anatomy

in Technical Advances in Plant Science

Miguel García-Hidalgo
Ángel García-Pedrero
Vicente Rozas
Gabriel Sangüesa-Barreda
Ana I. García-Cervigón
Giulia Resente
Martin Wilmking
José Miguel Olano

Frontiers in Plant Science

doi 10.3389/fpls.2023.1327163

2,036 views
1 citation

Original Research

Published on 08 Jan 2024

Compressed variance component mixed model reveals epistasis associated with flowering in Arabidopsis

in Technical Advances in Plant Science

Le Han
Bolin Shen
Xinyi Wu
Jin Zhang
Yang-Jun Wen

Frontiers in Plant Science

doi 10.3389/fpls.2023.1283642

1,470 views

Original Research

Published on 08 Jan 2024

Conserved plant transcriptional responses to microgravity from two consecutive spaceflight experiments

in Technical Advances in Plant Science

Eric S. Land
James Sheppard
Colleen J. Doherty
Imara Y. Perera

Frontiers in Plant Science

doi 10.3389/fpls.2023.1308713

2,360 views
4 citations

Original Research

Published on 04 Jan 2024

Maize plant detection using UAV-based RGB imaging and YOLOv5

in Technical Advances in Plant Science

Chenghao Lu
Emmanuel Nnadozie
Moritz Paul Camenzind
Yuncai Hu
Kang Yu

Frontiers in Plant Science

doi 10.3389/fpls.2023.1274813

3,406 views
13 citations

Original Research

Published on 04 Jan 2024

“Chamber #8” – a holistic approach of high-throughput non-destructive assessment of plant roots

in Technical Advances in Plant Science

Joelle Claussen
Thomas Wittenberg
Norman Uhlmann
Stefan Gerth

Frontiers in Plant Science

doi 10.3389/fpls.2023.1269005

1,710 views
1 citation

Original Research

Published on 03 Jan 2024

Multi temporal multispectral UAV remote sensing allows for yield assessment across European wheat varieties already before flowering

in Technical Advances in Plant Science

Moritz Paul Camenzind
Kang Yu

Frontiers in Plant Science

doi 10.3389/fpls.2023.1214931

2,198 views
12 citations

Methods

Published on 03 Jan 2024

A fast and easy one-step purification strategy for plant-made antibodies using Protein A magnetic beads

in Technical Advances in Plant Science

Loïc Faye
Clemens Grünwald-Gruber
Louis-Philippe Vezina
Véronique Gomord
Bertrand Morel

Frontiers in Plant Science

doi 10.3389/fpls.2023.1276148

1,623 views
3 citations

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Articles

Non-destructive real-time analysis of plant metabolite accumulation in radish microgreens under different LED light recipes

Integrated web portal for non-destructive salt sensitivity detection of Camelina sativa seeds using fluorescent and visible light images coupled with machine learning algorithms

Editorial: Control of plant diseases with deep learning

Principles, developments, and applications of spatially resolved spectroscopy in agriculture: a review

Development of a longevity prediction model for cut roses using hyperspectral imaging and a convolutional neural network

DPXception: a lightweight CNN for image-based date palm species classification

PDSE-Lite: lightweight framework for plant disease severity estimation based on Convolutional Autoencoder and Few-Shot Learning

Spatial prediction of winter wheat yield gap: agro-climatic model and machine learning approaches

Cereal-legume intercropping: a smart review using topic modelling

Tree ring segmentation using UNEt TRansformer neural network on stained microsections for quantitative wood anatomy

Compressed variance component mixed model reveals epistasis associated with flowering in Arabidopsis

Conserved plant transcriptional responses to microgravity from two consecutive spaceflight experiments

Maize plant detection using UAV-based RGB imaging and YOLOv5

“Chamber #8” – a holistic approach of high-throughput non-destructive assessment of plant roots

Multi temporal multispectral UAV remote sensing allows for yield assessment across European wheat varieties already before flowering

A fast and easy one-step purification strategy for plant-made antibodies using Protein A magnetic beads