Frontiers in Plant Science | Technical Advances in Plant Science

Original Research

Published on 04 Jul 2024

Spatial effects analysis of natural forest canopy cover based on spaceborne LiDAR and geostatistics

in Technical Advances in Plant Science

Jinge Yu
Li Xu
Qingtai Shu
Shaolong Luo
Lei Xi

Frontiers in Plant Science

doi 10.3389/fpls.2024.1361297

2,278 views
3 citations

Original Research

Published on 02 Jul 2024

CTHNet: a network for wheat ear counting with local-global features fusion based on hybrid architecture

in Technical Advances in Plant Science

Qingqing Hong
Wei Liu
Yue Zhu
Tianyu Ren
Changrong Shi
Zhixin Lu
Yunqin Yang
Ruiting Deng
Jing Qian
Changwei Tan

Frontiers in Plant Science

doi 10.3389/fpls.2024.1425131

1,944 views
3 citations

Methods

Published on 01 Jul 2024

Real-time citrus variety detection in orchards based on complex scenarios of improved YOLOv7

in Technical Advances in Plant Science

Fuqin Deng
Jianle Chen
Lanhui Fu
Jiaming Zhong
Weilai Qiaoi
Jialong Luo
Junwei Li
Nannan Li

Frontiers in Plant Science

doi 10.3389/fpls.2024.1381694

2,834 views
8 citations

Original Research

Published on 28 Jun 2024

How to discriminate wood of CITES-listed tree species from their look-alikes: using an attention mechanism with the ResNet model on an enhanced macroscopic image dataset

in Technical Advances in Plant Science

Shoujia Liu
Chang Zheng
Jiajun Wang
Yang Lu
Jie Yao
Zhiyuan Zou
Yafang Yin
Tuo He

Frontiers in Plant Science

doi 10.3389/fpls.2024.1368885

3,228 views
6 citations

Review

Published on 27 Jun 2024

Advances in Physalis molecular research: applications in authentication, genetic diversity, phylogenetics, functional genes, and omics

in Technical Advances in Plant Science

Yan Jiang
Yanyun Jin
Yiyi Shan
Quanzhou Zhong
Huizhong Wang
Chenjia Shen
Shangguo Feng

Frontiers in Plant Science

doi 10.3389/fpls.2024.1407625

4,448 views
2 citations

Original Research

Published on 26 Jun 2024

Corn leaf disease: insightful diagnosis using VGG16 empowered by explainable AI

in Technical Advances in Plant Science

Maria Tariq
Usman Ali
Sagheer Abbas
Shahzad Hassan
Rizwan Ali Naqvi
Muhammad Adnan Khan
Daesik Jeong

Frontiers in Plant Science

doi 10.3389/fpls.2024.1402835

5,866 views
20 citations

Original Research

Published on 26 Jun 2024

Counting nematodes made easy: leveraging AI-powered automation for enhanced efficiency and precision

in Technical Advances in Plant Science

Kanan K. Saikai
Trim Bresilla
Janne Kool
Norbert C. A. de Ruijter
Casper van Schaik
Misghina G. Teklu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1349209

6,650 views
10 citations

Original Research

Published on 24 Jun 2024

Weed detection and recognition in complex wheat fields based on an improved YOLOv7

in Technical Advances in Plant Science

Kaixin Wang
Xihong Hu
Huiwen Zheng
Maoyang Lan
Changjiang Liu
Yihui Liu
Lei Zhong
Hai Li
Suiyan Tan

Frontiers in Plant Science

doi 10.3389/fpls.2024.1372237

4,431 views
23 citations

Original Research

Published on 21 Jun 2024

Research on emergency scheduling based on improved genetic algorithm in harvester failure scenarios

in Technical Advances in Plant Science

Huanyu Liu
Lihan Zhang
Baidong Zhao
Jiacheng Tang
Jiahao Luo
Shuang Wang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1413595

2,720 views
9 citations

Original Research

Published on 20 Jun 2024

YOLO SSPD: a small target cotton boll detection model during the boll-spitting period based on space-to-depth convolution

in Technical Advances in Plant Science

Mengli Zhang
Wei Chen
Pan Gao
Yongquan Li
Fei Tan
Yuan Zhang
Shiwei Ruan
Peng Xing
Li Guo

Frontiers in Plant Science

doi 10.3389/fpls.2024.1409194

4,812 views
13 citations

Editorial

Published on 19 Jun 2024

Editorial: Advances in fruit-growing systems as a key factor of successful production

in Technical Advances in Plant Science

Geza Bujdoso

Frontiers in Plant Science

doi 10.3389/fpls.2024.1434929

1,186 views

Original Research

Published on 19 Jun 2024

Improved YOLO-FastestV2 wheat spike detection model based on a multi-stage attention mechanism with a LightFPN detection head

in Technical Advances in Plant Science

Shunhao Qing
Zhaomei Qiu
Weili Wang
Fei Wang
Xin Jin
Jiangtao Ji
Long Zhao
Yi Shi

Frontiers in Plant Science

doi 10.3389/fpls.2024.1411510

3,691 views
15 citations

Original Research

Published on 19 Jun 2024

Quantification of species composition in grass-clover swards using RGB and multispectral UAV imagery and machine learning

in Technical Advances in Plant Science

Joanna Pranga
Irene Borra-Serrano
Paul Quataert
Tom De Swaef
Thijs Vanden Nest
Koen Willekens
Greet Ruysschaert
Ivan A. Janssens
Isabel Roldán-Ruiz
Peter Lootens

Frontiers in Plant Science

doi 10.3389/fpls.2024.1414181

3,666 views
2 citations

Original Research

Published on 17 Jun 2024

Winter wheat ear counting based on improved YOLOv7x and Kalman filter tracking algorithm with video streaming

in Technical Advances in Plant Science

Xingmei Xu
Lei Zhou
Helong Yu
Guangyao Sun
Shuaipeng Fei
Jinyu Zhu
Yuntao Ma

Frontiers in Plant Science

doi 10.3389/fpls.2024.1346182

2,752 views
5 citations

Original Research

Published on 13 Jun 2024

Semantic segmentation of microbial alterations based on SegFormer

in Technical Advances in Plant Science

Wael M. Elmessery
Danil V. Maklakov
Tamer M. El-Messery
Denis A. Baranenko
Joaquín Gutiérrez
Mahmoud Y. Shams
Tarek Abd El-Hafeez
Salah Elsayed
Sadeq K. Alhag
Farahat S. Moghanm

Frontiers in Plant Science

doi 10.3389/fpls.2024.1352935

6,408 views
100 citations

Original Research

Published on 07 Jun 2024

Research on fertilization decision method for rice tillering stage based on the coupling of UAV hyperspectral remote sensing and WOFOST

in Technical Advances in Plant Science

Shilong Li
Zhongyu Jin
Juchi Bai
Shuang Xiang
Chenyi Xu
Fenghua Yu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1405239

3,491 views
8 citations

Original Research

Published on 05 Jun 2024

The grading detection model for fingered citron slices (citrus medica ‘fingered’) based on YOLOv8-FCS

in Technical Advances in Plant Science

Lingtao Zhang
Pu Luo
Shaoyun Ding
Tingxuan Li
Kebei Qin
Jiong Mu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1411178

2,312 views
6 citations

Original Research

Published on 05 Jun 2024

Development of a machine vision-based weight prediction system of butterhead lettuce (Lactuca sativa L.) using deep learning models for industrial plant factory

in Technical Advances in Plant Science

Jung-Sun Gloria Kim
Seongje Moon
Junyoung Park
Taehyeong Kim
Soo Chung

Frontiers in Plant Science

doi 10.3389/fpls.2024.1365266

6,959 views
9 citations

Original Research

Published on 05 Jun 2024

A lightweight Yunnan Xiaomila detection and pose estimation based on improved YOLOv8

in Technical Advances in Plant Science

Fenghua Wang
Yuan Tang
Zaipeng Gong
Jin Jiang
Yu Chen
Qiang Xu
Peng Hu
Hailong Zhu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1421381

4,251 views
12 citations

Original Research

Published on 05 Jun 2024

Calibrating ultrasonic sensor measurements of crop canopy heights: a case study of maize and wheat

in Technical Advances in Plant Science

Yudong Zheng
Xin Hui
Dongyu Cai
Muhammad Rizwan Shoukat
Yunling Wang
Zhongwei Wang
Feng Ma
Haijun Yan

Frontiers in Plant Science

doi 10.3389/fpls.2024.1354359

3,397 views
2 citations

Brief Research Report

Published on 05 Jun 2024

Modulating ascorbic acid levels to optimize somatic embryogenesis in Picea abies (L.) H. Karst. Insights into oxidative stress and endogenous phytohormones regulation

in Technical Advances in Plant Science

Teresa Hazubska-Przybył
Agata Obarska
Agata Konecka
Joanna Kijowska-Oberc
Mikołaj Krzysztof Wawrzyniak
Alicja Piotrowska-Niczyporuk
Aleksandra Maria Staszak
Ewelina Ratajczak

Frontiers in Plant Science

doi 10.3389/fpls.2024.1372764

1,931 views
4 citations

Original Research

Published on 03 Jun 2024

Small target tea bud detection based on improved YOLOv5 in complex background

in Technical Advances in Plant Science

Mengjie Wang
Yang Li
Hewei Meng
Zhiwei Chen
Zhiyong Gui
Yaping Li
Chunwang Dong

Frontiers in Plant Science

doi 10.3389/fpls.2024.1393138

2,556 views
11 citations

Original Research

Published on 31 May 2024

Visible/near-infrared hyperspectral imaging combined with machine learning for identification of ten Dalbergia species

in Technical Advances in Plant Science

Zhenan Chen
Xiaoming Xue
Haoqi Wu
Handong Gao
Guangyu Wang
Geyi Ni
Tianyi Cao

Frontiers in Plant Science

doi 10.3389/fpls.2024.1413215

3,060 views
7 citations

Original Research

Published on 24 May 2024

Hyperspectal imaging technology for phenotyping iron and boron deficiency in Brassica napus under greenhouse conditions

in Technical Advances in Plant Science

Hui Li
Long Wan
Chengsong Li
Lihong Wang
Shiping Zhu
Xinping Chen
Pei Wang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1351301

2,012 views
1 citation

1,653 articles

articles

Spatial effects analysis of natural forest canopy cover based on spaceborne LiDAR and geostatistics

CTHNet: a network for wheat ear counting with local-global features fusion based on hybrid architecture

Real-time citrus variety detection in orchards based on complex scenarios of improved YOLOv7

How to discriminate wood of CITES-listed tree species from their look-alikes: using an attention mechanism with the ResNet model on an enhanced macroscopic image dataset

Advances in Physalis molecular research: applications in authentication, genetic diversity, phylogenetics, functional genes, and omics

Corn leaf disease: insightful diagnosis using VGG16 empowered by explainable AI

Counting nematodes made easy: leveraging AI-powered automation for enhanced efficiency and precision

Weed detection and recognition in complex wheat fields based on an improved YOLOv7

Research on emergency scheduling based on improved genetic algorithm in harvester failure scenarios

YOLO SSPD: a small target cotton boll detection model during the boll-spitting period based on space-to-depth convolution

Editorial: Advances in fruit-growing systems as a key factor of successful production

Improved YOLO-FastestV2 wheat spike detection model based on a multi-stage attention mechanism with a LightFPN detection head

Quantification of species composition in grass-clover swards using RGB and multispectral UAV imagery and machine learning

Winter wheat ear counting based on improved YOLOv7x and Kalman filter tracking algorithm with video streaming

Semantic segmentation of microbial alterations based on SegFormer

Research on fertilization decision method for rice tillering stage based on the coupling of UAV hyperspectral remote sensing and WOFOST

The grading detection model for fingered citron slices (citrus medica ‘fingered’) based on YOLOv8-FCS

Development of a machine vision-based weight prediction system of butterhead lettuce (Lactuca sativa L.) using deep learning models for industrial plant factory

A lightweight Yunnan Xiaomila detection and pose estimation based on improved YOLOv8

Calibrating ultrasonic sensor measurements of crop canopy heights: a case study of maize and wheat

Modulating ascorbic acid levels to optimize somatic embryogenesis in Picea abies (L.) H. Karst. Insights into oxidative stress and endogenous phytohormones regulation

Small target tea bud detection based on improved YOLOv5 in complex background

Visible/near-infrared hyperspectral imaging combined with machine learning for identification of ten Dalbergia species

Hyperspectal imaging technology for phenotyping iron and boron deficiency in Brassica napus under greenhouse conditions