Frontiers in Plant Science | Technical Advances in Plant Science

Original Research

Published on 26 Sep 2024

Compressing recognition network of cotton disease with spot-adaptive knowledge distillation

in Technical Advances in Plant Science

Xinwen Zhang
Quan Feng
Dongqin Zhu
Xue Liang
Jianhua Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1433543

2,213 views
4 citations

Original Research

Published on 26 Sep 2024

Estimation of sorghum seedling number from drone image based on support vector machine and YOLO algorithms

in Technical Advances in Plant Science

Hongxing Chen
Hui Chen
Xiaoyun Huang
Song Zhang
Shengxi Chen
Fulang Cen
Tengbing He
Quanzhi Zhao
Zhenran Gao

Frontiers in Plant Science

doi 10.3389/fpls.2024.1399872

2,531 views
8 citations

Original Research

Published on 23 Sep 2024

YOLOv5-POS: research on cabbage pose prediction method based on multi-task perception technology

in Technical Advances in Plant Science

Xiaojun Shen
Chaofan Shao
Danyi Cheng
Lili Yao
Cheng Zhou

Frontiers in Plant Science

doi 10.3389/fpls.2024.1455687

2,507 views
2 citations

Original Research

Published on 23 Sep 2024

Non-thermal plasma enhances growth and salinity tolerance of bok choy (Brassica rapa subsp. chinensis) in hydroponic culture

in Technical Advances in Plant Science

Mayura Veerana
Wirinthip Ketya
Eun-Ha Choi
Gyungsoon Park

Frontiers in Plant Science

doi 10.3389/fpls.2024.1445791

4,666 views
12 citations

Editorial

Published on 20 Sep 2024

Editorial: Trends and challenges in plant biomonitoring, bioremediation and biomining

in Technical Advances in Plant Science

Ruslan Kalendar
Erika Levei
Oana Cadar
Marin Senila

Frontiers in Plant Science

doi 10.3389/fpls.2024.1486752

2,255 views
2 citations

Methods

Published on 18 Sep 2024

A simple and efficient method for betalain quantification in RUBY-expressing plant samples

in Technical Advances in Plant Science

Dibyajyoti Pramanik
Keunsub Lee
Kan Wang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1449409

9,486 views
16 citations

Original Research

Published on 16 Sep 2024

Synthetic data at scale: a development model to efficiently leverage machine learning in agriculture

in Technical Advances in Plant Science

Jonathan Klein
Rebekah Waller
Sören Pirk
Wojtek Pałubicki
Mark Tester
Dominik L. Michels

Frontiers in Plant Science

doi 10.3389/fpls.2024.1360113

7,070 views
17 citations

Original Research

Published on 16 Sep 2024

Revolutionizing tomato disease detection in complex environments

in Technical Advances in Plant Science

Diye Xin
Tianqi Li

Frontiers in Plant Science

doi 10.3389/fpls.2024.1409544

3,743 views
13 citations

Review

Published on 13 Sep 2024

Contemporary applications of vibrational spectroscopy in plant stresses and phenotyping

in Technical Advances in Plant Science

Isaac D. Juárez
Dmitry Kurouski

Frontiers in Plant Science

doi 10.3389/fpls.2024.1411859

3,172 views
6 citations

Data Report

Published on 12 Sep 2024

CFIHL: a variety of chlorophyll a fluorescence transient image datasets of hydroponic lettuce

in Technical Advances in Plant Science

Yiyu Jiang
Yu Tan
Fang Ji
Daobilige Su
Shuo Wang
Lina Zhang
Qing Zhou

Frontiers in Plant Science

doi 10.3389/fpls.2024.1414324

2,130 views
2 citations

Editorial

Published on 12 Sep 2024

Editorial: Women in plant science - linking genome to phenome

in Technical Advances in Plant Science

Villő Bernád
Jennifer L. Clarke
Sónia Negrão

Frontiers in Plant Science

doi 10.3389/fpls.2024.1454686

1,500 views

Original Research

Published on 11 Sep 2024

Colocalising proteins and polysaccharides in plants for cell wall and trafficking studies

in Technical Advances in Plant Science

Edwin R. Lampugnani
Staffan Persson
Allison M. L. van de Meene

Frontiers in Plant Science

doi 10.3389/fpls.2024.1440885

2,794 views
4 citations

Original Research

Published on 10 Sep 2024

Development and collaborative validation of an event-specific quantitative real-time PCR method for detection of genetically modified CC-2 maize

in Technical Advances in Plant Science

Likun Long
Ning Zhao
Congcong Li
Yuxuan He
Liming Dong
Wei Yan
Zhenjuan Xing
Wei Xia
Yue Ma
Yanbo Xie

Frontiers in Plant Science

doi 10.3389/fpls.2024.1460038

2,792 views
3 citations

Original Research

Published on 09 Sep 2024

Classification of tomato seedling chilling injury based on chlorophyll fluorescence imaging and DBO-BiLSTM

in Technical Advances in Plant Science

Zhenfen Dong
Jing Zhao
Wenwen Ji
Wei Wei
Yuheng Men

Frontiers in Plant Science

doi 10.3389/fpls.2024.1409200

2,376 views
6 citations

Original Research

Published on 06 Sep 2024

Water content estimation of conifer needles using leaf-level hyperspectral data

in Technical Advances in Plant Science

Yuan Zhang
Anzhi Wang
Jiaxin Li
Jiabing Wu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1428212

3,946 views
9 citations

Original Research

Published on 06 Sep 2024

Spatio-temporal mapping of leaf area index in rice: spectral indices and multi-scale texture comparison derived from different sensors

in Technical Advances in Plant Science

Changming Li
Xing Teng
Yong Tan
Yong Zhang
Hongchen Zhang
Dan Xiao
Shanjun Luo

Frontiers in Plant Science

doi 10.3389/fpls.2024.1445490

2,858 views
7 citations

Original Research

Published on 05 Sep 2024

Multi-stage tomato fruit recognition method based on improved YOLOv8

in Technical Advances in Plant Science

Yuliang Fu
Weiheng Li
Gang Li
Yuanzhi Dong
Songlin Wang
Qingyang Zhang
Yanbin Li
Zhiguang Dai

Frontiers in Plant Science

doi 10.3389/fpls.2024.1447263

4,599 views
10 citations

Original Research

Published on 05 Sep 2024

Preliminary establishment of genetic transformation system for embryogenic callus of Acer truncatum ‘Lihong’

in Technical Advances in Plant Science

Yipeng Yang
Yuan Chan
Yongge Wang
Hao Guo
Lina Song
Huali Zhang
Liping Sun
Richen Cong
Hua Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1419313

2,582 views
2 citations

Original Research

Published on 29 Aug 2024

Landsat-based spatiotemporal estimation of subtropical forest aboveground carbon storage using machine learning algorithms with hyperparameter tuning

in Technical Advances in Plant Science

Lei Huang
Zihao Huang
Weilong Zhou
Sumei Wu
Xuejian Li
Fangjie Mao
Meixuan Song
Yinyin Zhao
Lujin Lv
Jiacong Yu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1421567

3,849 views
12 citations

Original Research

Published on 27 Aug 2024

Residual swin transformer for classifying the types of cotton pests in complex background

in Technical Advances in Plant Science

Ting Zhang
Jikui Zhu
Fengkui Zhang
Shijie Zhao
Wei Liu
Ruohong He
Hongqiang Dong
Qingqing Hong
Changwei Tan
Ping Li

Frontiers in Plant Science

doi 10.3389/fpls.2024.1445418

2,931 views
6 citations

Original Research

Published on 22 Aug 2024

Enhanced tomato detection in greenhouse environments: a lightweight model based on S-YOLO with high accuracy

in Technical Advances in Plant Science

Xiangyang Sun

Frontiers in Plant Science

doi 10.3389/fpls.2024.1451018

4,841 views
23 citations

Original Research

Published on 19 Aug 2024

Blueberry bruise non-destructive detection based on hyperspectral information fusion combined with multi-strategy improved Beluga Whale Optimization algorithm

in Technical Advances in Plant Science

Xiaoxiong Sun
Liangkuan Zhu
Dayang Liu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1411485

2,023 views
7 citations

Original Research

Published on 19 Aug 2024

An integrated method for phenotypic analysis of wheat based on multi-view image sequences: from seedling to grain filling stages

in Technical Advances in Plant Science

Shengxuan Sun
Yeping Zhu
Shengping Liu
Yongkuai Chen
Yihan Zhang
Shijuan Li

Frontiers in Plant Science

doi 10.3389/fpls.2024.1459968

3,723 views
6 citations

Original Research

Published on 19 Aug 2024

Visualization of lignification in flax stem cell walls with novel click-compatible monolignol analogs

in Technical Advances in Plant Science

Lan Yao
Rui Wang
Chang Geun Yoo
Yuhang Zhang
Xianzhi Meng
Wei Liu
Arthur J. Ragauskas
Haitao Yang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1423072

2,439 views
2 citations

1,686 articles

articles

Compressing recognition network of cotton disease with spot-adaptive knowledge distillation

Estimation of sorghum seedling number from drone image based on support vector machine and YOLO algorithms

YOLOv5-POS: research on cabbage pose prediction method based on multi-task perception technology

Non-thermal plasma enhances growth and salinity tolerance of bok choy (Brassica rapa subsp. chinensis) in hydroponic culture

Editorial: Trends and challenges in plant biomonitoring, bioremediation and biomining

A simple and efficient method for betalain quantification in RUBY-expressing plant samples

Synthetic data at scale: a development model to efficiently leverage machine learning in agriculture

Revolutionizing tomato disease detection in complex environments

Contemporary applications of vibrational spectroscopy in plant stresses and phenotyping

CFIHL: a variety of chlorophyll a fluorescence transient image datasets of hydroponic lettuce

Editorial: Women in plant science - linking genome to phenome

Colocalising proteins and polysaccharides in plants for cell wall and trafficking studies

Development and collaborative validation of an event-specific quantitative real-time PCR method for detection of genetically modified CC-2 maize

Classification of tomato seedling chilling injury based on chlorophyll fluorescence imaging and DBO-BiLSTM

Water content estimation of conifer needles using leaf-level hyperspectral data

Spatio-temporal mapping of leaf area index in rice: spectral indices and multi-scale texture comparison derived from different sensors

Multi-stage tomato fruit recognition method based on improved YOLOv8

Preliminary establishment of genetic transformation system for embryogenic callus of Acer truncatum ‘Lihong’

Landsat-based spatiotemporal estimation of subtropical forest aboveground carbon storage using machine learning algorithms with hyperparameter tuning

Residual swin transformer for classifying the types of cotton pests in complex background

Enhanced tomato detection in greenhouse environments: a lightweight model based on S-YOLO with high accuracy

Blueberry bruise non-destructive detection based on hyperspectral information fusion combined with multi-strategy improved Beluga Whale Optimization algorithm

An integrated method for phenotypic analysis of wheat based on multi-view image sequences: from seedling to grain filling stages

Visualization of lignification in flax stem cell walls with novel click-compatible monolignol analogs