Frontiers in Plant Science | Technical Advances in Plant Science

Original Research

Published on 14 May 2024

Classification of field wheat varieties based on a lightweight G-PPW-VGG11 model

in Technical Advances in Plant Science

Yu Pan
Xun Yu
Jihua Dong
Yonghang Zhao
Shuanming Li
Xiuliang Jin

Frontiers in Plant Science

doi 10.3389/fpls.2024.1375245

1,712 views

Original Research

Published on 14 May 2024

Tackling unbalanced datasets for yellow and brown rust detection in wheat

in Technical Advances in Plant Science

Carmen Cuenca-Romero
Orly Enrique Apolo-Apolo
Jaime Nolasco Rodríguez Vázquez
Gregorio Egea
Manuel Pérez-Ruiz

Frontiers in Plant Science

doi 10.3389/fpls.2024.1392409

1,082 views
2 citations

Original Research

Published on 10 May 2024

Combining features selection strategy and features fusion strategy for SPAD estimation of winter wheat based on UAV multispectral imagery

in Technical Advances in Plant Science

Xiangxiang Su
Ying Nian
Hiba Shaghaleh
Amar Hamad
Hu Yue
Yongji Zhu
Jun Li
Weiqiang Wang
Hong Wang
Qiang Ma

Frontiers in Plant Science

doi 10.3389/fpls.2024.1404238

2,015 views
7 citations

Original Research

Published on 07 May 2024

Robust deep learning method for fruit decay detection and plant identification: enhancing food security and quality control

in Technical Advances in Plant Science

Pariya Afsharpour
Toktam Zoughi
Mahmood Deypir
Mohamad Javad Zoqi

Frontiers in Plant Science

doi 10.3389/fpls.2024.1366395

1,951 views
2 citations

Original Research

Published on 03 May 2024

Prediction of cyanidin 3-rutinoside content in Michelia crassipes based on near-infrared spectroscopic techniques

in Technical Advances in Plant Science

Yuguang Xiao
Xiaoshu Zhang
Jun Liu
He Li
Jingmin Jiang
Yanjie Li
Shu Diao

Frontiers in Plant Science

doi 10.3389/fpls.2024.1346192

798 views

Editorial

Published on 01 May 2024

Editorial: IoT, UAV, BCI empowered deep learning models in precision agriculture

in Technical Advances in Plant Science

Jian Lian
José Dias Pereira

Frontiers in Plant Science

doi 10.3389/fpls.2024.1399753

862 views

Original Research

Published on 01 May 2024

Research on improved YOLOv8n based potato seedling detection in UAV remote sensing images

in Technical Advances in Plant Science

Lining Wang
Guanping Wang
Sen Yang
Yan Liu
Xiaoping Yang
Bin Feng
Wei Sun
Hongling Li

Frontiers in Plant Science

doi 10.3389/fpls.2024.1387350

1,927 views
5 citations

Original Research

Published on 01 May 2024

Detection of sweet corn seed viability based on hyperspectral imaging combined with firefly algorithm optimized deep learning

in Technical Advances in Plant Science

Yi Wang
Shuran Song

Frontiers in Plant Science

doi 10.3389/fpls.2024.1361309

1,616 views
1 citation

Original Research

Published on 01 May 2024

A density map-based method for counting wheat ears

in Technical Advances in Plant Science

Guangwei Zhang
Zhichao Wang
Bo Liu
Limin Gu
Wenchao Zhen
Wei Yao

Frontiers in Plant Science

doi 10.3389/fpls.2024.1354428

957 views
1 citation

Original Research

Published on 26 Apr 2024

Non-destructive assessment of cannabis quality during drying process using hyperspectral imaging and machine learning

in Technical Advances in Plant Science

Hyo In Yoon
Su Hyeon Lee
Dahye Ryu
Hyelim Choi
Soo Hyun Park
Je Hyeong Jung
Ho-Youn Kim
Jung-Seok Yang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1365298

2,598 views
2 citations

Correction

Published on 26 Apr 2024

Corrigendum: Mining the Utricularia gibba genome for insulator-like elements for genetic engineering

in Technical Advances in Plant Science

Daniel Laspisa
Eudald Illa-Berenguer
Sohyun Bang
Robert J. Schmitz
Wayne Parrott
Jason Wallace

Frontiers in Plant Science

doi 10.3389/fpls.2024.1412239

551 views

Original Research

Published on 25 Apr 2024

Estimation of the rice aboveground biomass based on the first derivative spectrum and Boruta algorithm

in Technical Advances in Plant Science

Ying Nian
Xiangxiang Su
Hu Yue
Yongji Zhu
Jun Li
Weiqiang Wang
Yali Sheng
Qiang Ma
Jikai Liu
Xinwei Li

Frontiers in Plant Science

doi 10.3389/fpls.2024.1396183

1,940 views
7 citations

Original Research

Published on 23 Apr 2024

LFMNet: a lightweight model for identifying leaf diseases of maize with high similarity

in Technical Advances in Plant Science

Jian Hu
Xinhua Jiang
Julin Gao
Xiaofang Yu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1368697

993 views
2 citations

Original Research

Published on 22 Apr 2024

Detection of maize stem diameter by using RGB-D cameras’ depth information under selected field condition

in Technical Advances in Plant Science

Jing Zhou
Mingren Cui
Yushan Wu
Yudi Gao
Yijia Tang
Bowen Jiang
Min Wu
Jian Zhang
Lixin Hou

Frontiers in Plant Science

doi 10.3389/fpls.2024.1371252

1,617 views

Methods

Published on 19 Apr 2024

Stress phenotyping analysis leveraging autofluorescence image sequences with machine learning

in Technical Advances in Plant Science

Sruti Das Choudhury
Carmela Rosaria Guadagno
Srinidhi Bashyam
Anastasios Mazis
Brent E. Ewers
Ashok Samal
Tala Awada

Frontiers in Plant Science

doi 10.3389/fpls.2024.1353110

1,530 views

Technology and Code

Published on 19 Apr 2024

OneFlowTraX: a user-friendly software for super-resolution analysis of single-molecule dynamics and nanoscale organization

in Technical Advances in Plant Science

Leander Rohr
Alexandra Ehinger
Luiselotte Rausch
Nina Glöckner Burmeister
Alfred J. Meixner
Julien Gronnier
Klaus Harter
Birgit Kemmerling
Sven zur Oven-Krockhaus

Frontiers in Plant Science

doi 10.3389/fpls.2024.1358935

2,104 views
2 citations

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Articles

Classification of field wheat varieties based on a lightweight G-PPW-VGG11 model

Tackling unbalanced datasets for yellow and brown rust detection in wheat

Combining features selection strategy and features fusion strategy for SPAD estimation of winter wheat based on UAV multispectral imagery

Robust deep learning method for fruit decay detection and plant identification: enhancing food security and quality control

Prediction of cyanidin 3-rutinoside content in Michelia crassipes based on near-infrared spectroscopic techniques

Editorial: IoT, UAV, BCI empowered deep learning models in precision agriculture

Research on improved YOLOv8n based potato seedling detection in UAV remote sensing images

Detection of sweet corn seed viability based on hyperspectral imaging combined with firefly algorithm optimized deep learning

A density map-based method for counting wheat ears

Non-destructive assessment of cannabis quality during drying process using hyperspectral imaging and machine learning

Corrigendum: Mining the Utricularia gibba genome for insulator-like elements for genetic engineering

Estimation of the rice aboveground biomass based on the first derivative spectrum and Boruta algorithm

LFMNet: a lightweight model for identifying leaf diseases of maize with high similarity

Detection of maize stem diameter by using RGB-D cameras’ depth information under selected field condition

Stress phenotyping analysis leveraging autofluorescence image sequences with machine learning

OneFlowTraX: a user-friendly software for super-resolution analysis of single-molecule dynamics and nanoscale organization