Frontiers in Plant Science | Technical Advances in Plant Science

Original Research

Published on 14 Aug 2023

Research on machine vision and deep learning based recognition of cotton seedling aphid infestation level

in Technical Advances in Plant Science

Xin Xu
Jing Shi
Yongqin Chen
Qiang He
Liangliang Liu
Tong Sun
Ruifeng Ding
Yanhui Lu
Chaoqun Xue
Hongbo Qiao

Frontiers in Plant Science

doi 10.3389/fpls.2023.1200901

3,398 views
10 citations

Original Research

Published on 13 Aug 2023

Identification of QTLs and their candidate genes for the number of maize tassel branches in F2 from two higher generation sister lines using QTL mapping and RNA-seq analysis

in Technical Advances in Plant Science

Sun Ruidong
He Shijin
Qi Yuwei
Li Yimeng
Zhou Xiaohang
Liu Ying
Liu Xihang
Ding Mingyang
Lv Xiangling
Li Fenghai

Frontiers in Plant Science

doi 10.3389/fpls.2023.1202755

3,294 views
4 citations

Review

Published on 11 Aug 2023

Opportunities and challenges in the application of single-cell and spatial transcriptomics in plants

in Technical Advances in Plant Science

Ce Chen
Yining Ge
Lingli Lu

Frontiers in Plant Science

doi 10.3389/fpls.2023.1185377

13,679 views
36 citations

Editorial

Published on 10 Aug 2023

Editorial: Plant genetic and genomic resources for sustained crop improvement

in Technical Advances in Plant Science

Parimalan Rangan
Robert Henry
Peterson Wambugu
Sambasivam Periyannan

Frontiers in Plant Science

doi 10.3389/fpls.2023.1266698

2,294 views
4 citations

Editorial

Published on 09 Aug 2023

Editorial: Recent trends in nanotechnology in precision and sustainable agriculture

in Technical Advances in Plant Science

Pankaj Kumar Tyagi
Arvind Arya
Seema Ramniwas
Shruti Tyagi

Frontiers in Plant Science

doi 10.3389/fpls.2023.1256319

5,651 views
14 citations

Editorial

Published on 09 Aug 2023

Editorial: Sustainable horticulture: from omic sciences to new breeding techniques

in Technical Advances in Plant Science

Sara Sestili
Jaime Prohens
Nadia Ficcadenti
Romina Beleggia

Frontiers in Plant Science

doi 10.3389/fpls.2023.1257469

1,369 views

Original Research

Published on 09 Aug 2023

Overcoming field variability: unsupervised domain adaptation for enhanced crop-weed recognition in diverse farmlands

in Technical Advances in Plant Science

Talha Ilyas
Jonghoon Lee
Okjae Won
Yongchae Jeong
Hyongsuk Kim

Frontiers in Plant Science

doi 10.3389/fpls.2023.1234616

3,645 views
22 citations

Editorial

Published on 07 Aug 2023

Editorial: Plant development and reproduction at single cell and cell type-specific resolution

in Technical Advances in Plant Science

Lynette R. Brownfield
Duarte D. Figueiredo
Michael Borg
Anja Schmidt

Frontiers in Plant Science

doi 10.3389/fpls.2023.1261685

1,837 views
1 citation

Original Research

Published on 04 Aug 2023

Protein and lipid content estimation in soybeans using Raman hyperspectral imaging

in Technical Advances in Plant Science

Rizkiana Aulia
Hanim Z. Amanah
Hongseok Lee
Moon S. Kim
Insuck Baek
Jianwei Qin
Byoung-Kwan Cho

Frontiers in Plant Science

doi 10.3389/fpls.2023.1167139

5,729 views
15 citations

Original Research

Published on 02 Aug 2023

Bio-functionalized nickel-silica nanoparticles suppress bacterial leaf blight disease in rice (Oryza sativa L.)

in Technical Advances in Plant Science

Yasmine Abdallah
Yasser Nehela
Solabomi Olaitan Ogunyemi
Munazza Ijaz
Temoor Ahmed
Ranya Elashmony
Dalal Hussien M. Alkhalifah
Wael N. Hozzein
Lihui Xu
Chengqi Yan

Frontiers in Plant Science

doi 10.3389/fpls.2023.1216782

4,471 views
14 citations

Original Research

Published on 01 Aug 2023

Crop classification in high-resolution remote sensing images based on multi-scale feature fusion semantic segmentation model

in Technical Advances in Plant Science

Tingyu Lu
Meixiang Gao
Lei Wang

Frontiers in Plant Science

doi 10.3389/fpls.2023.1196634

13,084 views
25 citations

Original Research

Published on 01 Aug 2023

Multi-trait and multi-environment genomic prediction for flowering traits in maize: a deep learning approach

in Technical Advances in Plant Science

Freddy Mora-Poblete
Carlos Maldonado
Luma Henrique
Renan Uhdre
Carlos Alberto Scapim
Claudete Aparecida Mangolim

Frontiers in Plant Science

doi 10.3389/fpls.2023.1153040

6,030 views
18 citations

Review

Published on 01 Aug 2023

Crop-saving with AI: latest trends in deep learning techniques for plant pathology

in Technical Advances in Plant Science

Zafar Salman
Abdullah Muhammad
Md Jalil Piran
Dongil Han

Frontiers in Plant Science

doi 10.3389/fpls.2023.1224709

10,434 views
28 citations

Original Research

Published on 28 Jul 2023

A fine recognition method of strawberry ripeness combining Mask R-CNN and region segmentation

in Technical Advances in Plant Science

Can Tang
Du Chen
Xin Wang
Xindong Ni
Yehong Liu
Yihao Liu
Xu Mao
Shumao Wang

Frontiers in Plant Science

doi 10.3389/fpls.2023.1211830

6,373 views
21 citations

Editorial

Published on 28 Jul 2023

Editorial: Spectroscopy, imaging and machine learning for crop stress

in Technical Advances in Plant Science

Shizhuang Weng

Frontiers in Plant Science

doi 10.3389/fpls.2023.1240738

1,797 views
1 citation

Original Research

Published on 28 Jul 2023

Abundance considerations for modeling yield of rapeseed at the flowering stage

in Technical Advances in Plant Science

Yuanjin Li
Ningge Yuan
Shanjun Luo
Kaili Yang
Shenghui Fang
Yi Peng
Yan Gong

Frontiers in Plant Science

doi 10.3389/fpls.2023.1188216

3,113 views
5 citations

Original Research

Published on 27 Jul 2023

TrIncNet: a lightweight vision transformer network for identification of plant diseases

in Technical Advances in Plant Science

Pushkar Gole
Punam Bedi
Sudeep Marwaha
Md. Ashraful Haque
Chandan Kumar Deb

Frontiers in Plant Science

doi 10.3389/fpls.2023.1221557

7,098 views
37 citations

Original Research

Published on 27 Jul 2023

Close-canopy lighting, an effective energy-saving strategy for overhead sole-source LED lighting in indoor farming

in Technical Advances in Plant Science

Fatemeh Sheibani
Mike Bourget
Robert C. Morrow
Cary A. Mitchell

Frontiers in Plant Science

doi 10.3389/fpls.2023.1215919

6,698 views
23 citations

Review

Published on 26 Jul 2023

Methodological evolution of potato yield prediction: a comprehensive review

in Technical Advances in Plant Science

Yongxin Lin
Shuang Li
Shaoguang Duan
Yanran Ye
Bo Li
Guangcun Li
Dianqiu Lyv
Liping Jin
Chunsong Bian
Jiangang Liu

Frontiers in Plant Science

doi 10.3389/fpls.2023.1214006

12,796 views
39 citations

Original Research

Published on 25 Jul 2023

Extraction of soybean plant trait parameters based on SfM-MVS algorithm combined with GRNN

in Technical Advances in Plant Science

Wei He
Zhihao Ye
Mingshuang Li
Yulu Yan
Wei Lu
Guangnan Xing

Frontiers in Plant Science

doi 10.3389/fpls.2023.1181322

4,302 views
25 citations

Methods

Published on 24 Jul 2023

WeedNet-R: a sugar beet field weed detection algorithm based on enhanced RetinaNet and context semantic fusion

in Technical Advances in Plant Science

Zhiqiang Guo
Hui Hwang Goh
Xiuhua Li
Muqing Zhang
Yong Li

Frontiers in Plant Science

doi 10.3389/fpls.2023.1226329

4,585 views
24 citations

Original Research

Published on 21 Jul 2023

Research on the local path planning of an orchard mowing robot based on an elliptic repulsion scope boundary constraint potential field method

in Technical Advances in Plant Science

Wenyu Zhang
Ye Zeng
Sifan Wang
Tao Wang
Haomin Li
Ke Fei
Xinrui Qiu
Runpeng Jiang
Jun Li

Frontiers in Plant Science

doi 10.3389/fpls.2023.1184352

2,989 views
11 citations

Original Research

Published on 18 Jul 2023

Real-time dense small object detection algorithm based on multi-modal tea shoots

in Technical Advances in Plant Science

Luyu Shuai
Ziao Chen
Zhiyong Li
Hongdan Li
Boda Zhang
Yuchao Wang
Jiong Mu

Frontiers in Plant Science

doi 10.3389/fpls.2023.1224884

4,403 views
8 citations

Original Research

Published on 18 Jul 2023

Non-destructive monitoring method for leaf area of Brassica napus based on image processing and deep learning

in Technical Advances in Plant Science

Mengcheng Li
Yitao Liao
Zhifeng Lu
Mai Sun
Hongyu Lai

Frontiers in Plant Science

doi 10.3389/fpls.2023.1163700

3,497 views
7 citations