Frontiers in Plant Science | Technical Advances in Plant Science

Original Research

Published on 14 Aug 2024

YOLO-CFruit: a robust object detection method for Camellia oleifera fruit in complex environments

in Technical Advances in Plant Science

Yuanyin Luo
Yang Liu
Haorui Wang
Haifei Chen
Kai Liao
Lijun Li

Frontiers in Plant Science

doi 10.3389/fpls.2024.1389961

2,980 views
8 citations

Review

Published on 12 Aug 2024

Harnessing the power of machine learning for crop improvement and sustainable production

in Technical Advances in Plant Science

Seyed Mahdi Hosseiniyan Khatibi
Jauhar Ali

Frontiers in Plant Science

doi 10.3389/fpls.2024.1417912

10,167 views
23 citations

Systematic Review

Published on 09 Aug 2024

Establishing a knowledge structure for yield prediction in cereal crops using unmanned aerial vehicles

in Technical Advances in Plant Science

Ghulam Mustafa
Yuhong Liu
Imran Haider Khan
Sarfraz Hussain
Yuhan Jiang
Jiayuan Liu
Saeed Arshad
Raheel Osman

Frontiers in Plant Science

doi 10.3389/fpls.2024.1401246

3,474 views
4 citations

Original Research

Published on 09 Aug 2024

Efficient online detection device and method for cottonseed breakage based on Light-YOLO

in Technical Advances in Plant Science

Hongzhou Zhang
Qingxu Li
Zhenwei Luo

Frontiers in Plant Science

doi 10.3389/fpls.2024.1418224

1,972 views
5 citations

Original Research

Published on 08 Aug 2024

Straw return enhances grain yield and quality of three main crops: evidence from a meta-analysis

in Technical Advances in Plant Science

Ruipeng Zhang
Haiyang Yu
Wenbiao Zhang
Wei Li
Hao Su
Sixuan Wu
Qiong Xu
Yaying Li
Huaiying Yao

Frontiers in Plant Science

doi 10.3389/fpls.2024.1433220

8,046 views
15 citations

Original Research

Published on 08 Aug 2024

Discrimination of 14 olive cultivars using morphological analysis and machine learning algorithms

in Technical Advances in Plant Science

Konstantinos N. Blazakis
Danil Stupichev
Maria Kosma
Mohamad Ali Hassan El Chami
Anastasia Apodiakou
George Kostelenos
Panagiotis Kalaitzis

Frontiers in Plant Science

doi 10.3389/fpls.2024.1441737

3,671 views
7 citations

Original Research

Published on 06 Aug 2024

A lightweight and efficient model for grape bunch detection and biophysical anomaly assessment in complex environments based on YOLOv8s

in Technical Advances in Plant Science

Wenji Yang
Xiaoying Qiu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1395796

4,352 views
14 citations

Original Research

Published on 01 Aug 2024

Genome-wide identification, characterization and expression analysis of the bZIP transcription factors in garlic (Allium sativum L.)

in Technical Advances in Plant Science

Shutao He
Sen Xu
Zhengjie He
Xiaomeng Hao

Frontiers in Plant Science

doi 10.3389/fpls.2024.1391248

3,120 views
2 citations

Editorial

Published on 01 Aug 2024

Editorial: Plant chassis for synthetic biology and its application in biomanufacturing

in Technical Advances in Plant Science

Zhu Liu
Zenglin Zhang
Sandeep Rawat
Lianyong Wang
Peijian Cao
Lei Zhao

Frontiers in Plant Science

doi 10.3389/fpls.2024.1460378

3,135 views
1 citation

Original Research

Published on 01 Aug 2024

Cotton morphological traits tracking through spatiotemporal registration of terrestrial laser scanning time-series data

in Technical Advances in Plant Science

Javier Rodriguez-Sanchez
John L. Snider
Kyle Johnsen
Changying Li

Frontiers in Plant Science

doi 10.3389/fpls.2024.1436120

3,224 views
5 citations

Review

Published on 01 Aug 2024

Advances in the tea plants phenotyping using hyperspectral imaging technology

in Technical Advances in Plant Science

Baidong Luo
Hongwei Sun
Leilei Zhang
Fengnong Chen
Kaihua Wu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1442225

5,770 views
14 citations

Original Research

Published on 01 Aug 2024

Monitoring canopy SPAD based on UAV and multispectral imaging over fruit tree growth stages and species

in Technical Advances in Plant Science

Yirui Huang
Dongming Li
Xuan Liu
Zhenhui Ren

Frontiers in Plant Science

doi 10.3389/fpls.2024.1435613

4,136 views
13 citations

Original Research

Published on 31 Jul 2024

Modeling QTL-by-environment interactions for multi-parent populations

in Technical Advances in Plant Science

Wenhao Li
Martin P. Boer
Ronny V. L. Joosen
Chaozhi Zheng
Lawrence Percival-Alwyn
James Cockram
Fred A. Van Eeuwijk

Frontiers in Plant Science

doi 10.3389/fpls.2024.1410851

3,340 views
5 citations

Original Research

Published on 30 Jul 2024

Linking genetic markers and crop model parameters using neural networks to enhance genomic prediction of integrative traits

in Technical Advances in Plant Science

Florian Larue
Lauriane Rouan
David Pot
Jean-François Rami
Delphine Luquet
Grégory Beurier

Frontiers in Plant Science

doi 10.3389/fpls.2024.1393965

3,638 views
6 citations

Methods

Published on 29 Jul 2024

CT image-based 3D inflorescence estimation of Chrysanthemum seticuspe

in Technical Advances in Plant Science

Soushi Matsumoto
Yuzuko Utsumi
Toshiaki Kozuka
Masakazu Iwamura
Tomonori Nakai
Daisuke Yamauchi
Ichirou Karahara
Yoshinobu Mineyuki
Masato Hoshino
Kentaro Uesugi

Frontiers in Plant Science

doi 10.3389/fpls.2024.1374937

7,632 views
2 citations

Original Research

Published on 26 Jul 2024

Zeolite application and irrigation during ripening reduced berry sunburn damage and yield loss in cv. Sangiovese (Vitis vinifera L.)

in Technical Advances in Plant Science

Gianluca Allegro
Gabriele Valentini
Daniela Sangiorgio
Chiara Pastore
Ilaria Filippetti

Frontiers in Plant Science

doi 10.3389/fpls.2024.1427366

2,529 views
6 citations

Original Research

Published on 25 Jul 2024

A lightweight grape detection model in natural environments based on an enhanced YOLOv8 framework

in Technical Advances in Plant Science

Xinyu Wu
Rong Tang
Jiong Mu
Yupeng Niu
Zihan Xu
Ziao Chen

Frontiers in Plant Science

doi 10.3389/fpls.2024.1407839

3,897 views
7 citations

Original Research

Published on 25 Jul 2024

An advanced three-dimensional phenotypic measurement approach for extracting Ginkgo root structural parameters based on terrestrial laser scanning

in Technical Advances in Plant Science

Yinyin Liang
Kai Zhou
Lin Cao

Frontiers in Plant Science

doi 10.3389/fpls.2024.1356078

2,291 views
4 citations

Original Research

Published on 25 Jul 2024

Integrating multi-modal remote sensing, deep learning, and attention mechanisms for yield prediction in plant breeding experiments

in Technical Advances in Plant Science

Claudia Aviles Toledo
Melba M. Crawford
Mitchell R. Tuinstra

Frontiers in Plant Science

doi 10.3389/fpls.2024.1408047

8,288 views
25 citations

Original Research

Published on 25 Jul 2024

Enhancing kiwifruit flower pollination detection through frequency domain feature fusion: a novel approach to agricultural monitoring

in Technical Advances in Plant Science

Fei Pan
Mengdie Hu
Xuliang Duan
Boda Zhang
Pengjun Xiang
Lan Jia
Xiaoyu Zhao
Dawei He

Frontiers in Plant Science

doi 10.3389/fpls.2024.1415884

2,466 views
8 citations

Original Research

Published on 23 Jul 2024

Enhancing Agrobacterium-mediated plant transformation efficiency through improved ternary vector systems and auxotrophic strains

in Technical Advances in Plant Science

Ephraim Aliu
Qing Ji
Anna Wlazlo
Sehiza Grosic
Mercy K. Azanu
Kan Wang
Keunsub Lee

Frontiers in Plant Science

doi 10.3389/fpls.2024.1429353

15,330 views
32 citations

Review

Published on 23 Jul 2024

Optimizing the quality of horticultural crop: insights into pre-harvest practices in controlled environment agriculture

in Technical Advances in Plant Science

Xinyi Zhao
Jie Peng
Li Zhang
Xiao Yang
Yujie Qiu
Chengcheng Cai
Jiangtao Hu
Tao Huang
Ying Liang
Zonggeng Li

Frontiers in Plant Science

doi 10.3389/fpls.2024.1427471

7,356 views
30 citations

Original Research

Published on 22 Jul 2024

The evolution of plant phenomics: global insights, trends, and collaborations (2000-2021)

in Technical Advances in Plant Science

Lana Awada
Peter W. B. Phillips
Ana Maria Bodan

Frontiers in Plant Science

doi 10.3389/fpls.2024.1410738

6,443 views
13 citations

Original Research

Published on 22 Jul 2024

A lightweight Color-changing melon ripeness detection algorithm based on model pruning and knowledge distillation: leveraging dilated residual and multi-screening path aggregation

in Technical Advances in Plant Science

Guojun Chen
Yongjie Hou
Haozhen Chen
Lei Cao
Jianqiang Yuan

Frontiers in Plant Science

doi 10.3389/fpls.2024.1406593

3,448 views
7 citations

1,686 articles

articles

YOLO-CFruit: a robust object detection method for Camellia oleifera fruit in complex environments

Harnessing the power of machine learning for crop improvement and sustainable production

Establishing a knowledge structure for yield prediction in cereal crops using unmanned aerial vehicles

Efficient online detection device and method for cottonseed breakage based on Light-YOLO

Straw return enhances grain yield and quality of three main crops: evidence from a meta-analysis

Discrimination of 14 olive cultivars using morphological analysis and machine learning algorithms

A lightweight and efficient model for grape bunch detection and biophysical anomaly assessment in complex environments based on YOLOv8s

Genome-wide identification, characterization and expression analysis of the bZIP transcription factors in garlic (Allium sativum L.)

Editorial: Plant chassis for synthetic biology and its application in biomanufacturing

Cotton morphological traits tracking through spatiotemporal registration of terrestrial laser scanning time-series data

Advances in the tea plants phenotyping using hyperspectral imaging technology

Monitoring canopy SPAD based on UAV and multispectral imaging over fruit tree growth stages and species

Modeling QTL-by-environment interactions for multi-parent populations

Linking genetic markers and crop model parameters using neural networks to enhance genomic prediction of integrative traits

CT image-based 3D inflorescence estimation of Chrysanthemum seticuspe

Zeolite application and irrigation during ripening reduced berry sunburn damage and yield loss in cv. Sangiovese (Vitis vinifera L.)

A lightweight grape detection model in natural environments based on an enhanced YOLOv8 framework

An advanced three-dimensional phenotypic measurement approach for extracting Ginkgo root structural parameters based on terrestrial laser scanning

Integrating multi-modal remote sensing, deep learning, and attention mechanisms for yield prediction in plant breeding experiments

Enhancing kiwifruit flower pollination detection through frequency domain feature fusion: a novel approach to agricultural monitoring

Enhancing Agrobacterium-mediated plant transformation efficiency through improved ternary vector systems and auxotrophic strains

Optimizing the quality of horticultural crop: insights into pre-harvest practices in controlled environment agriculture

The evolution of plant phenomics: global insights, trends, and collaborations (2000-2021)

A lightweight Color-changing melon ripeness detection algorithm based on model pruning and knowledge distillation: leveraging dilated residual and multi-screening path aggregation