Frontiers in Plant Science | Technical Advances in Plant Science

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

3,949 views
11 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

2,607 views
7 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

7,537 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

4,587 views
13 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

2,082 views
4 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

3,863 views
2 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

2,865 views
15 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

3,500 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

2,285 views
2 citations

Editorial

Published on 23 May 2024

Editorial: Deep learning approaches applied to spectral images for plant phenotyping

in Technical Advances in Plant Science

Gerrit Polder
Jose Blasco
Haiyan Cen

Frontiers in Plant Science

doi 10.3389/fpls.2024.1425310

2,196 views

Original Research

Published on 22 May 2024

Species identification of biological ingredients in herbal product, Gurigumu-7, based on DNA barcoding and shotgun metagenomics

in Technical Advances in Plant Science

Miaojie Wei
Yu Tian
Erhuan Zang
Battseren Tsambaa
Jinxin Liu
Linchun Shi
Almaz Borjigidai

Frontiers in Plant Science

doi 10.3389/fpls.2024.1358136

2,420 views
1 citation

Original Research

Published on 17 May 2024

Improved tomato leaf disease classification through adaptive ensemble models with exponential moving average fusion and enhanced weighted gradient optimization

in Technical Advances in Plant Science

Pandiyaraju V.
A. M. Senthil Kumar
Joe I. R. Praveen
Shravan Venkatraman
S. Pavan Kumar
S. A. Aravintakshan
A. Abeshek
A. Kannan

Frontiers in Plant Science

doi 10.3389/fpls.2024.1382416

5,644 views
18 citations

Original Research

Published on 15 May 2024

Research on autonomous navigation system of greenhouse electric crawler tractor based on LiDAR

in Technical Advances in Plant Science

Huiping Guo
Yi Li
Hao Wang
Tingwei Wang
Linrui Rong
Haoyu Wang
Zihao Wang
Chensi Wang
Jiao Zhang
Yaobin Huo

Frontiers in Plant Science

doi 10.3389/fpls.2024.1377269

3,834 views
7 citations

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

3,302 views
2 citations

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

2,604 views
4 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

4,550 views
21 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

10,093 views
18 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

1,791 views
2 citations

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

1,916 views
4 citations

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

3,985 views
10 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

4,227 views
16 citations

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

2,223 views
4 citations

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

6,216 views
9 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

1,145 views

1,686 articles

articles

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

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

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

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

Editorial: Deep learning approaches applied to spectral images for plant phenotyping

Species identification of biological ingredients in herbal product, Gurigumu-7, based on DNA barcoding and shotgun metagenomics

Improved tomato leaf disease classification through adaptive ensemble models with exponential moving average fusion and enhanced weighted gradient optimization

Research on autonomous navigation system of greenhouse electric crawler tractor based on LiDAR

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