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

2,362 views

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

1,141 views

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

889 views

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

1,091 views
1 citation

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

1,038 views

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

993 views

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

741 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

959 views

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

2,366 views

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

1,384 views

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

1,590 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

980 views
1 citation

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

1,840 views
3 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

1,657 views

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

731 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

798 views

Navigation group

Articles

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

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