Frontiers in Plant Science | Technical Advances in Plant Science

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

6,207 views
12 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

5,319 views
17 citations

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

5,227 views
12 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

6,820 views
22 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

5,444 views
14 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

3,500 views
6 citations

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

5,865 views
13 citations

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

2,459 views
1 citation

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

6,311 views
33 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

2,640 views
5 citations

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

5,158 views
22 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

3,091 views
4 citations

Original Research

Published on 03 Jan 2024

Using Raman spectroscopy for early detection of resistance-breaking strains of tomato spotted wilt orthotospovirus in tomatoes

in Technical Advances in Plant Science

Isaac D. Juárez
MacKenzi X. Steczkowski
Senthilraja Chinnaiah
Axell Rodriguez
Kiran R. Gadhave
Dmitry Kurouski

Frontiers in Plant Science

doi 10.3389/fpls.2023.1283399

2,975 views
16 citations

Original Research

Published on 22 Dec 2023

SCGNet: efficient sparsely connected group convolution network for wheat grains classification

in Technical Advances in Plant Science

Xuewei Sun
Yan Li
Guohou Li
Songlin Jin
Wenyi Zhao
Zheng Liang
Weidong Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2023.1304962

2,692 views
8 citations

Original Research

Published on 18 Dec 2023

Prediction of tannin content and quality parameters in astringent persimmons from visible and near-infrared spectroscopy

in Technical Advances in Plant Science

Min Woo Baek
Han Ryul Choi
In Geun Hwang
Shimeles Tilahun
Cheon Soon Jeong

Frontiers in Plant Science

doi 10.3389/fpls.2023.1260644

4,108 views
13 citations

Original Research

Published on 18 Dec 2023

Decision-tree-based ion-specific dosing algorithm for enhancing closed hydroponic efficiency and reducing carbon emissions

in Technical Advances in Plant Science

Woo-Jae Cho
Min-Seok Gang
Dong-Wook Kim
JooShin Kim
Dae-Hyun Jung
Hak-Jin Kim

Frontiers in Plant Science

doi 10.3389/fpls.2023.1301490

3,251 views
8 citations

Original Research

Published on 18 Dec 2023

A lightweight network for improving wheat ears detection and counting based on YOLOv5s

in Technical Advances in Plant Science

Xiaojun Shen
Chu Zhang
Kai Liu
Wenjie Mao
Cheng Zhou
Lili Yao

Frontiers in Plant Science

doi 10.3389/fpls.2023.1289726

2,699 views
9 citations

Original Research

Published on 14 Dec 2023

Simulated galactic cosmic ray exposure activates dose-dependent DNA repair response and down regulates glucosinolate pathways in arabidopsis seedlings

in Technical Advances in Plant Science

Anirudha R. Dixit
Alexander D. Meyers
Brian Richardson
Jeffrey T. Richards
Stephanie E. Richards
Srujana Neelam
Howard G. Levine
Mark J. Cameron
Ye Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2023.1284529

3,780 views
8 citations

Original Research

Published on 14 Dec 2023

Why does strawberry fruit weight distribution show positive skewness? A simulation model reveals the underlying processes of fruit production

in Technical Advances in Plant Science

Zhihao Cao
Zhenfeng Jiang
Guanghui Liu
Yong Wang
Hongchun Qu

Frontiers in Plant Science

doi 10.3389/fpls.2023.1255724

3,109 views
2 citations

Original Research

Published on 13 Dec 2023

Image completion algorithm of anthurium spathes based on multi-scale feature learning

in Technical Advances in Plant Science

Hongyu Wei
Jiahui Li
Wenyue Chen
Xuan Chu
Hongli Liu
Yinghui Mu
Zhiyu Ma

Frontiers in Plant Science

doi 10.3389/fpls.2023.1281386

1,687 views

Original Research

Published on 11 Dec 2023

Cotton Fusarium wilt diagnosis based on generative adversarial networks in small samples

in Technical Advances in Plant Science

Zhenghang Zhang
Lulu Ma
Chunyue Wei
Mi Yang
Shizhe Qin
Xin Lv
Ze Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2023.1290774

2,680 views
6 citations

Original Research

Published on 11 Dec 2023

An improved YOLOv5s model for assessing apple graspability in automated harvesting scene

in Technical Advances in Plant Science

Huibin Li
Peng Yang
Huaiyang Liu
Xiang Liu
Jianping Qian
Qiangyi Yu
Changxing Geng
Yun Shi

Frontiers in Plant Science

doi 10.3389/fpls.2023.1323453

2,521 views
2 citations

Original Research

Published on 11 Dec 2023

Denoising Diffusion Probabilistic Models and Transfer Learning for citrus disease diagnosis

in Technical Advances in Plant Science

Yuchen Li
Jianwen Guo
Honghua Qiu
Fengyi Chen
Junqi Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2023.1267810

4,278 views
10 citations

Original Research

Published on 08 Dec 2023

Plant disease detection model for edge computing devices

in Technical Advances in Plant Science

Ameer Tamoor Khan
Signe Marie Jensen
Abdul Rehman Khan
Shuai Li

Frontiers in Plant Science

doi 10.3389/fpls.2023.1308528

13,722 views
33 citations

1,653 articles

articles

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

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

Cereal-legume intercropping: a smart review using topic modelling

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

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

Conserved plant transcriptional responses to microgravity from two consecutive spaceflight experiments

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

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

Using Raman spectroscopy for early detection of resistance-breaking strains of tomato spotted wilt orthotospovirus in tomatoes

SCGNet: efficient sparsely connected group convolution network for wheat grains classification

Prediction of tannin content and quality parameters in astringent persimmons from visible and near-infrared spectroscopy

Decision-tree-based ion-specific dosing algorithm for enhancing closed hydroponic efficiency and reducing carbon emissions

A lightweight network for improving wheat ears detection and counting based on YOLOv5s

Simulated galactic cosmic ray exposure activates dose-dependent DNA repair response and down regulates glucosinolate pathways in arabidopsis seedlings

Why does strawberry fruit weight distribution show positive skewness? A simulation model reveals the underlying processes of fruit production

Image completion algorithm of anthurium spathes based on multi-scale feature learning

Cotton Fusarium wilt diagnosis based on generative adversarial networks in small samples

An improved YOLOv5s model for assessing apple graspability in automated harvesting scene

Denoising Diffusion Probabilistic Models and Transfer Learning for citrus disease diagnosis

Plant disease detection model for edge computing devices