Frontiers in Plant Science | Technical Advances in Plant Science

Original Research

Published on 12 Sep 2023

FOTCA: hybrid transformer-CNN architecture using AFNO for accurate plant leaf disease image recognition

in Technical Advances in Plant Science

Bo Hu
Wenqian Jiang
Juan Zeng
Chen Cheng
Laichang He

Frontiers in Plant Science

doi 10.3389/fpls.2023.1231903

3,869 views
18 citations

Original Research

Published on 11 Sep 2023

Deep learning for Chilean native flora classification: a comparative analysis

in Technical Advances in Plant Science

Carola Figueroa-Flores
Pablo San-Martin

Frontiers in Plant Science

doi 10.3389/fpls.2023.1211490

2,281 views
7 citations

Original Research

Published on 11 Sep 2023

Improved EfficientNet for corn disease identification

in Technical Advances in Plant Science

Jitong Cai
Renyong Pan
Jianwu Lin
Jiaming Liu
Licai Zhang
Xingtian Wen
Xiaoyulong Chen
Xin Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2023.1224385

5,890 views
21 citations

Original Research

Published on 08 Sep 2023

Hyperspectral imaging combined with CNN for maize variety identification

in Technical Advances in Plant Science

Fu Zhang
Fangyuan Zhang
Shunqing Wang
Lantao Li
Qiang Lv
Sanling Fu
Xinyue Wang
Qingfeng Lv
Yakun Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2023.1254548

3,712 views
25 citations

Original Research

Published on 08 Sep 2023

Efficient Agrobacterium-mediated transformation and genome editing of Fagopyrum tataricum

in Technical Advances in Plant Science

Artur Pinski
Alexander Betekhtin

Frontiers in Plant Science

doi 10.3389/fpls.2023.1270150

6,426 views
10 citations

Original Research

Published on 07 Sep 2023

A method for estimating yield of maize inbred lines by assimilating WOFOST model with Sentinel-2 satellite data

in Technical Advances in Plant Science

Junyi Liu
Xianpeng Hou
Shuaiming Chen
Yanhua Mu
Hai Huang
Hengbin Wang
Zhe Liu
Shaoming Li
Xiaodong Zhang
Yuanyuan Zhao

Frontiers in Plant Science

doi 10.3389/fpls.2023.1201179

4,072 views
9 citations

Original Research

Published on 05 Sep 2023

A novel fine-tuned deep-learning-based multi-class classifier for severity of paddy leaf diseases

in Technical Advances in Plant Science

Shweta Lamba
Vinay Kukreja
Junaid Rashid
Thippa Reddy Gadekallu
Jungeun Kim
Anupam Baliyan
Deepali Gupta
Shilpa Saini

Frontiers in Plant Science

doi 10.3389/fpls.2023.1234067

5,332 views
27 citations

Methods

Published on 31 Aug 2023

A novel 3D insect detection and monitoring system in plants based on deep learning

in Technical Advances in Plant Science

Nak Jung Choi
Kibon Ku
Sheikh Mansoor
Yong Suk Chung
Thai Thanh Tuan

Frontiers in Plant Science

doi 10.3389/fpls.2023.1236154

5,045 views

Original Research

Published on 30 Aug 2023

Local refinement mechanism for improved plant leaf segmentation in cluttered backgrounds

in Technical Advances in Plant Science

Ruihan Ma
Alvaro Fuentes
Sook Yoon
Woon Yong Lee
Sang Cheol Kim
Hyongsuk Kim
Dong Sun Park

Frontiers in Plant Science

doi 10.3389/fpls.2023.1211075

3,394 views
9 citations

Original Research

Published on 30 Aug 2023

Genome-wide association study of cooking-caused grain expansion in rice (Oryza sativa L.)

in Technical Advances in Plant Science

Yan Zheng
Khin Mar Thi
Lihui Lin
Xiaofang Xie
Ei Ei Khine
Ei Ei Nyein
Min Htay Wai Lin
Win Win New
San San Aye
Weiren Wu

Frontiers in Plant Science

doi 10.3389/fpls.2023.1250854

2,997 views
1 citation

Original Research

Published on 29 Aug 2023

Non-destructive detection of single-seed viability in maize using hyperspectral imaging technology and multi-scale 3D convolutional neural network

in Technical Advances in Plant Science

Yaoyao Fan
Ting An
Qingyan Wang
Guang Yang
Wenqian Huang
Zheli Wang
Chunjiang Zhao
Xi Tian

Frontiers in Plant Science

doi 10.3389/fpls.2023.1248598

5,784 views
18 citations

Methods

Published on 29 Aug 2023

A novel method for irrigating plants, tracking water use, and imposing water deficits in controlled environments

in Technical Advances in Plant Science

Alex Cichello
Austin Bruch
Hugh J. Earl

Frontiers in Plant Science

doi 10.3389/fpls.2023.1201102

3,494 views
1 citation

Original Research

Published on 25 Aug 2023

WheatSpikeNet: an improved wheat spike segmentation model for accurate estimation from field imaging

in Technical Advances in Plant Science

M. A. Batin
Muhaiminul Islam
Md Mehedi Hasan
AKM Azad
Salem A. Alyami
Md Azam Hossain
Stanley J. Miklavcic

Frontiers in Plant Science

doi 10.3389/fpls.2023.1226190

4,105 views
12 citations

Methods

Published on 25 Aug 2023

Development of effective model for non-destructive detection of defective kiwifruit based on graded lines

in Technical Advances in Plant Science

Feiyun Wang
Chengxu Lv
Lizhong Dong
Xilong Li
Pengfei Guo
Bo Zhao

Frontiers in Plant Science

doi 10.3389/fpls.2023.1170221

2,339 views
10 citations

Editorial

Published on 24 Aug 2023

Editorial: Harnessing autophagy to improve plant quality and resilience

in Technical Advances in Plant Science

Santiago Signorelli
Kaushal Kumar Bhati

Frontiers in Plant Science

doi 10.3389/fpls.2023.1266982

1,506 views

Original Research

Published on 24 Aug 2023

Maize seed appearance quality assessment based on improved Inception-ResNet

in Technical Advances in Plant Science

Chang Song
Bo Peng
Huanyue Wang
Yuhong Zhou
Lei Sun
Xuesong Suo
Xiaofei Fan

Frontiers in Plant Science

doi 10.3389/fpls.2023.1249989

3,542 views
9 citations

Original Research

Published on 21 Aug 2023

Fast screening of total nutrient contents in strawberry leaves and spent growing media using NIRS

in Technical Advances in Plant Science

Bart Vandecasteele
Chris Van Waes

Frontiers in Plant Science

doi 10.3389/fpls.2023.1210791

3,159 views
2 citations

Editorial

Published on 21 Aug 2023

Editorial: Insight into plant spatial omics: mass spectrometry imaging

in Technical Advances in Plant Science

Xiaodong Wang
Jun Han
Zhili Li
Bin Li
Yinglang Wan
Liangyu Liu

Frontiers in Plant Science

doi 10.3389/fpls.2023.1273010

2,492 views
2 citations

Original Research

Published on 17 Aug 2023

Multi-index fuzzy comprehensive evaluation model with information entropy of alfalfa salt tolerance based on LiDAR data and hyperspectral image data

in Technical Advances in Plant Science

Jiaxin Zhang
Aiwu Zhang
Zixuan Liu
Wanting He
Shengyuan Yang

Frontiers in Plant Science

doi 10.3389/fpls.2023.1200501

3,033 views
6 citations

Original Research

Published on 17 Aug 2023

ALAD-YOLO:an lightweight and accurate detector for apple leaf diseases

in Technical Advances in Plant Science

Weishi Xu
Runjie Wang

Frontiers in Plant Science

doi 10.3389/fpls.2023.1204569

4,760 views
32 citations

Original Research

Published on 17 Aug 2023

TBC-YOLOv7: a refined YOLOv7-based algorithm for tea bud grading detection

in Technical Advances in Plant Science

Siyang Wang
Dasheng Wu
Xinyu Zheng

Frontiers in Plant Science

doi 10.3389/fpls.2023.1223410

4,996 views
21 citations

Editorial

Published on 16 Aug 2023

Editorial: Advanced technologies of UAV application in crop pest, disease and weed control

in Technical Advances in Plant Science

Ruirui Zhang
Andrew Hewitt
Longlong Li
Huizhu Yuan
J. Connor Ferguson
Liping Chen

Frontiers in Plant Science

doi 10.3389/fpls.2023.1253841

2,670 views
4 citations

Original Research

Published on 16 Aug 2023

Measuring calcium content in plants using NEXAFS spectroscopy

in Technical Advances in Plant Science

Sintu Rongpipi
William J. Barnes
Oskar Siemianowski
Joshua T. Del Mundo
Cheng Wang
Guillaume Freychet
Mikhail Zhernenkov
Charles T. Anderson
Esther W. Gomez
Enrique D. Gomez

Frontiers in Plant Science

doi 10.3389/fpls.2023.1212126

5,105 views
6 citations

Review

Published on 16 Aug 2023

Advancement of non-destructive spectral measurements for the quality of major tropical fruits and vegetables: a review

in Technical Advances in Plant Science

Umuhoza Aline
Tanima Bhattacharya
Mohammad Akbar Faqeerzada
Moon S. Kim
Insuck Baek
Byoung-Kwan Cho

Frontiers in Plant Science

doi 10.3389/fpls.2023.1240361

13,664 views
29 citations

1,655 articles

articles

FOTCA: hybrid transformer-CNN architecture using AFNO for accurate plant leaf disease image recognition

Deep learning for Chilean native flora classification: a comparative analysis

Improved EfficientNet for corn disease identification

Hyperspectral imaging combined with CNN for maize variety identification

Efficient Agrobacterium-mediated transformation and genome editing of Fagopyrum tataricum

A method for estimating yield of maize inbred lines by assimilating WOFOST model with Sentinel-2 satellite data

A novel fine-tuned deep-learning-based multi-class classifier for severity of paddy leaf diseases

A novel 3D insect detection and monitoring system in plants based on deep learning

Local refinement mechanism for improved plant leaf segmentation in cluttered backgrounds

Genome-wide association study of cooking-caused grain expansion in rice (Oryza sativa L.)

Non-destructive detection of single-seed viability in maize using hyperspectral imaging technology and multi-scale 3D convolutional neural network

A novel method for irrigating plants, tracking water use, and imposing water deficits in controlled environments

WheatSpikeNet: an improved wheat spike segmentation model for accurate estimation from field imaging

Development of effective model for non-destructive detection of defective kiwifruit based on graded lines

Editorial: Harnessing autophagy to improve plant quality and resilience

Maize seed appearance quality assessment based on improved Inception-ResNet

Fast screening of total nutrient contents in strawberry leaves and spent growing media using NIRS

Editorial: Insight into plant spatial omics: mass spectrometry imaging

Multi-index fuzzy comprehensive evaluation model with information entropy of alfalfa salt tolerance based on LiDAR data and hyperspectral image data

ALAD-YOLO:an lightweight and accurate detector for apple leaf diseases

TBC-YOLOv7: a refined YOLOv7-based algorithm for tea bud grading detection

Editorial: Advanced technologies of UAV application in crop pest, disease and weed control

Measuring calcium content in plants using NEXAFS spectroscopy

Advancement of non-destructive spectral measurements for the quality of major tropical fruits and vegetables: a review