Frontiers in Plant Science | Technical Advances in Plant Science

Original Research

Published on 11 Apr 2023

A novel transfer learning framework for sorghum biomass prediction using UAV-based remote sensing data and genetic markers

in Technical Advances in Plant Science

Taojun Wang
Melba M. Crawford
Mitchell R. Tuinstra

Frontiers in Plant Science

doi 10.3389/fpls.2023.1138479

4,720 views
16 citations

Original Research

Published on 11 Apr 2023

Functional divergence of Heat Shock Factors (Hsfs) during heat stress and recovery at the tissue and developmental scales in C4 grain amaranth (Amaranthus hypochondriacus)

in Technical Advances in Plant Science

Komal Goel
Pravesh Kundu
Vijay Gahlaut
Paras Sharma
Ayush Kumar
Shiwali Thakur
Vipasha Verma
Bhavya Bhargava
Rahul Chandora
Gaurav Zinta

Frontiers in Plant Science

doi 10.3389/fpls.2023.1151057

4,429 views
9 citations

Original Research

Published on 06 Apr 2023

In situ detection and mass spectrometry imaging of protein-related metabolites in Bombyx batryticatus before and after frying with wheat bran

in Technical Advances in Plant Science

Pai Liu
Jie-Min Wang
Hao-Chuan Guo
Meng-Wei Zhao
Yong-Xing Song
Hui Guo
Xu-Hong Duan
Yu-Ping Yan
Yu-Guang Zheng

Frontiers in Plant Science

doi 10.3389/fpls.2023.1144556

3,099 views
4 citations

Review

Published on 06 Apr 2023

Advancement in artificial intelligence for on-farm fruit sorting and transportation

in Technical Advances in Plant Science

Zheng Zhou
Umair Zahid
Yaqoob Majeed
Nisha
Sadaf Mustafa
Muhammad Muzzammil Sajjad
Hafiz Danish Butt
Longsheng Fu

Frontiers in Plant Science

doi 10.3389/fpls.2023.1082860

20,658 views
45 citations

Original Research

Published on 06 Apr 2023

Estimation of tomato water status with photochemical reflectance index and machine learning: Assessment from proximal sensors and UAV imagery

in Technical Advances in Plant Science

Zhehan Tang
Yufang Jin
Patrick H. Brown
Meerae Park

Frontiers in Plant Science

doi 10.3389/fpls.2023.1057733

3,452 views
12 citations

Original Research

Published on 04 Apr 2023

3D segmentation of plant root systems using spatial pyramid pooling and locally adaptive field-of-view inference

in Technical Advances in Plant Science

Jonas Alle
Roland Gruber
Norbert Wörlein
Norman Uhlmann
Joelle Claußen
Thomas Wittenberg
Stefan Gerth

Frontiers in Plant Science

doi 10.3389/fpls.2023.1120189

4,161 views
6 citations

Editorial

Published on 04 Apr 2023

Editorial: New green extraction methods for the sustainable recovery of functional plant secondary metabolites

in Technical Advances in Plant Science

Maura Ferri
Óscar Rodríguez
Annalisa Tassoni

Frontiers in Plant Science

doi 10.3389/fpls.2023.1186180

3,352 views
2 citations

Original Research

Published on 03 Apr 2023

RNA-seq analysis of synchronized developing pollen isolated from a single anther

in Technical Advances in Plant Science

Liam Le Lievre
Sreejith P. Chakkatu
Shiny Varghese
Robert C. Day
Sarah M. Pilkington
Lynette Brownfield

Frontiers in Plant Science

doi 10.3389/fpls.2023.1121570

5,689 views
5 citations

Original Research

Published on 03 Apr 2023

Oil content analysis of corn seeds using a hand-held Raman spectrometer and spectral peak decomposition algorithm

in Technical Advances in Plant Science

Yuan Jin
Hongwu Tian
Zhen Gao
Guiyan Yang
Daming Dong

Frontiers in Plant Science

doi 10.3389/fpls.2023.1174747

3,113 views
5 citations

Original Research

Published on 03 Apr 2023

An efficient tomato-detection method based on improved YOLOv4-tiny model in complex environment

in Technical Advances in Plant Science

Philippe Lyonel Touko Mbouembe
Guoxu Liu
Jordane Sikati
Suk Chan Kim
Jae Ho Kim

Frontiers in Plant Science

doi 10.3389/fpls.2023.1150958

5,373 views
24 citations

Original Research

Published on 03 Apr 2023

Image-based phenotyping to estimate anthocyanin concentrations in lettuce

in Technical Advances in Plant Science

Changhyeon Kim
Marc W. van Iersel

Frontiers in Plant Science

doi 10.3389/fpls.2023.1155722

7,528 views
29 citations

Original Research

Published on 03 Apr 2023

Crop pest image classification based on improved densely connected convolutional network

in Technical Advances in Plant Science

Hongxing Peng
Huiming Xu
Zongmei Gao
Zhiyan Zhou
Xingguo Tian
Qianting Deng
Huijun He
Chunlong Xian

Frontiers in Plant Science

doi 10.3389/fpls.2023.1133060

6,173 views
25 citations

Original Research

Published on 03 Apr 2023

Improving in-season wheat yield prediction using remote sensing and additional agronomic traits as predictors

in Technical Advances in Plant Science

Adrian Gracia-Romero
Rubén Rufo
David Gómez-Candón
José Miguel Soriano
Joaquim Bellvert
Venkata Rami Reddy Yannam
Davide Gulino
Marta S. Lopes

Frontiers in Plant Science

doi 10.3389/fpls.2023.1063983

4,294 views
15 citations

Original Research

Published on 31 Mar 2023

Exploring the metabolic and physiological roles of HQT in S. lycopersicum by gene editing

in Technical Advances in Plant Science

Fabio D’Orso
Lionel Hill
Ingo Appelhagen
Tom Lawrenson
Marco Possenti
Jie Li
Wendy Harwood
Giorgio Morelli
Cathie Martin

Frontiers in Plant Science

doi 10.3389/fpls.2023.1124959

6,639 views
15 citations

Original Research

Published on 30 Mar 2023

Using machine learning for crop yield prediction in the past or the future

in Technical Advances in Plant Science

Alejandro Morales
Francisco J. Villalobos

Frontiers in Plant Science

doi 10.3389/fpls.2023.1128388

33,967 views
102 citations

Methods

Published on 29 Mar 2023

Rapid and highly efficient morphogenic gene-mediated hexaploid wheat transformation

in Technical Advances in Plant Science

Kari Johnson
Uyen Cao Chu
Geny Anthony
Emily Wu
Ping Che
Todd J. Jones

Frontiers in Plant Science

doi 10.3389/fpls.2023.1151762

6,757 views
26 citations

Original Research

Published on 29 Mar 2023

“Canopy fingerprints” for characterizing three-dimensional point cloud data of soybean canopies

in Technical Advances in Plant Science

Therin J. Young
Talukder Z. Jubery
Clayton N. Carley
Matthew Carroll
Soumik Sarkar
Asheesh K. Singh
Arti Singh
Baskar Ganapathysubramanian

Frontiers in Plant Science

doi 10.3389/fpls.2023.1141153

5,309 views
19 citations

Original Research

Published on 27 Mar 2023

BAF-Net: Bidirectional attention fusion network via CNN and transformers for the pepper leaf segmentation

in Technical Advances in Plant Science

Jiangxiong Fang
Houtao Jiang
Shiqing Zhang
Lin Sun
Xudong Hu
Jun Liu
Meng Gong
Huaxiang Liu
Youyao Fu

Frontiers in Plant Science

doi 10.3389/fpls.2023.1123410

2,823 views
9 citations

Original Research

Published on 27 Mar 2023

Non-destructive prediction and visualization of anthocyanin content in mulberry fruits using hyperspectral imaging

in Technical Advances in Plant Science

Xunlan Li
Zhaoxin Wei
Fangfang Peng
Jianfei Liu
Guohui Han

Frontiers in Plant Science

doi 10.3389/fpls.2023.1137198

6,482 views
31 citations

Editorial

Published on 24 Mar 2023

Editorial: Genetic approaches for crop yield enhancement

in Technical Advances in Plant Science

Dongying Gao
Guo-qing Song
Ahmad A. Omar

Frontiers in Plant Science

doi 10.3389/fpls.2023.1176522

3,167 views
3 citations

Original Research

Published on 22 Mar 2023

“How sweet are your strawberries?”: Predicting sugariness using non-destructive and affordable hardware

in Technical Advances in Plant Science

Junhan Wen
Thomas Abeel
Mathijs de Weerdt

Frontiers in Plant Science

doi 10.3389/fpls.2023.1160645

4,820 views
2 citations

Original Research

Published on 22 Mar 2023

ZmHOX32 is related to photosynthesis and likely functions in plant architecture of maize

in Technical Advances in Plant Science

Xinxin Miao
Wanchao Zhu
Qixiao Jin
Zemeng Song
Lin Li

Frontiers in Plant Science

doi 10.3389/fpls.2023.1119678

3,122 views
5 citations

Review

Published on 22 Mar 2023

Boosting precision crop protection towards agriculture 5.0 via machine learning and emerging technologies: A contextual review

in Technical Advances in Plant Science

Gustavo A. Mesías-Ruiz
María Pérez-Ortiz
José Dorado
Ana I. de Castro
José M. Peña

Frontiers in Plant Science

doi 10.3389/fpls.2023.1143326

19,293 views
79 citations

Original Research

Published on 21 Mar 2023

Super-resolution reconstruction, recognition, and evaluation of laser confocal images of hyperaccumulator Solanum nigrum endocytosis vesicles based on deep learning: Comparative study of SRGAN and SRResNet

in Technical Advances in Plant Science

Wenhao Li
Ding He
Yongqiang Liu
Fenghe Wang
Fengliang Huang

Frontiers in Plant Science

doi 10.3389/fpls.2023.1146485

3,042 views
2 citations

1,661 articles

articles

A novel transfer learning framework for sorghum biomass prediction using UAV-based remote sensing data and genetic markers

Functional divergence of Heat Shock Factors (Hsfs) during heat stress and recovery at the tissue and developmental scales in C4 grain amaranth (Amaranthus hypochondriacus)

In situ detection and mass spectrometry imaging of protein-related metabolites in Bombyx batryticatus before and after frying with wheat bran

Advancement in artificial intelligence for on-farm fruit sorting and transportation

Estimation of tomato water status with photochemical reflectance index and machine learning: Assessment from proximal sensors and UAV imagery

3D segmentation of plant root systems using spatial pyramid pooling and locally adaptive field-of-view inference

Editorial: New green extraction methods for the sustainable recovery of functional plant secondary metabolites

RNA-seq analysis of synchronized developing pollen isolated from a single anther

Oil content analysis of corn seeds using a hand-held Raman spectrometer and spectral peak decomposition algorithm

An efficient tomato-detection method based on improved YOLOv4-tiny model in complex environment

Image-based phenotyping to estimate anthocyanin concentrations in lettuce

Crop pest image classification based on improved densely connected convolutional network

Improving in-season wheat yield prediction using remote sensing and additional agronomic traits as predictors

Exploring the metabolic and physiological roles of HQT in S. lycopersicum by gene editing

Using machine learning for crop yield prediction in the past or the future

Rapid and highly efficient morphogenic gene-mediated hexaploid wheat transformation

“Canopy fingerprints” for characterizing three-dimensional point cloud data of soybean canopies

BAF-Net: Bidirectional attention fusion network via CNN and transformers for the pepper leaf segmentation

Non-destructive prediction and visualization of anthocyanin content in mulberry fruits using hyperspectral imaging

Editorial: Genetic approaches for crop yield enhancement

“How sweet are your strawberries?”: Predicting sugariness using non-destructive and affordable hardware

ZmHOX32 is related to photosynthesis and likely functions in plant architecture of maize

Boosting precision crop protection towards agriculture 5.0 via machine learning and emerging technologies: A contextual review

Super-resolution reconstruction, recognition, and evaluation of laser confocal images of hyperaccumulator Solanum nigrum endocytosis vesicles based on deep learning: Comparative study of SRGAN and SRResNet