Frontiers in Plant Science | Technical Advances in Plant Science

Original Research

Published on 09 Dec 2024

BRA-YOLOv7: improvements on large leaf disease object detection using FasterNet and dual-level routing attention in YOLOv7

in Technical Advances in Plant Science

Rong Ye
Quan Gao
Tong Li

Frontiers in Plant Science

doi 10.3389/fpls.2024.1373104

527 views

Original Research

Published on 06 Dec 2024

Mapping rapeseed (Brassica napus L.) aboveground biomass in different periods using optical and phenotypic metrics derived from UAV hyperspectral and RGB imagery

in Technical Advances in Plant Science

Chuanliang Sun
Weixin Zhang
Genping Zhao
Qian Wu
Wanjie Liang
Ni Ren
Hongxin Cao
Lidong Zou

Frontiers in Plant Science

doi 10.3389/fpls.2024.1504119

708 views

Systematic Review

Published on 06 Dec 2024

Research progress and prospect of key technologies of fruit target recognition for robotic fruit picking

in Technical Advances in Plant Science

Shaohua Liu
Jinlin Xue
Tianyu Zhang
Pengfei Lv
Huanhuan Qin
Tianxing Zhao

Frontiers in Plant Science

doi 10.3389/fpls.2024.1423338

705 views

Methods

Published on 06 Dec 2024

Comparative analysis of stomatal pore instance segmentation: Mask R-CNN vs. YOLOv8 on Phenomics Stomatal dataset

in Technical Advances in Plant Science

Thanh Tuan Thai
Ki-Bon Ku
Anh Tuan Le
San Su Min Oh
Ngo Hoang Phan
In-Jung Kim
Yong Suk Chung

Frontiers in Plant Science

doi 10.3389/fpls.2024.1414849

467 views
1 citation

Original Research

Published on 05 Dec 2024

Strategies to enhance greenhouse strawberry yield through honeybee pollination behavior: a simulation study

in Technical Advances in Plant Science

Zhihao Cao
Shuo Jiang
Hongchun Qu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1514372

609 views

Original Research

Published on 02 Dec 2024

SGSNet: a lightweight deep learning model for strawberry growth stage detection

in Technical Advances in Plant Science

Zhiyu Li
Jianping Wang
Guohong Gao
Yufeng Lei
Chenping Zhao
Yan Wang
Haofan Bai
Yuqing Liu
Xiaojuan Guo
Qian Li

Frontiers in Plant Science

doi 10.3389/fpls.2024.1491706

762 views

Original Research

Published on 02 Dec 2024

BHC-YOLOV8 : improved YOLOv8-based BHC target detection model for tea leaf disease and defect in real-world scenarios

in Technical Advances in Plant Science

BaiShao Zhan
Xi Xiong
Xiaoli Li
Wei Luo

Frontiers in Plant Science

doi 10.3389/fpls.2024.1492504

534 views

Original Research

Published on 29 Nov 2024

A segmentation-combination data augmentation strategy and dual attention mechanism for accurate Chinese herbal medicine microscopic identification

in Technical Advances in Plant Science

Xiaoying Zhu
Guangyao Pang
Xi He
Yue Chen
Zhenming Yu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1442968

384 views

Data Report

Published on 28 Nov 2024

A dataset of shallow soil moisture for alfalfa in the Ningxia irrigation area of the Yellow River

in Technical Advances in Plant Science

Yongqi Ge
Jing Wang
Rui Liu
Lifeng Lu
Songtao Yang
Daotong Tang
Ang Li
Zixin Zhu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1472930

303 views

Original Research

Published on 28 Nov 2024

Explainable light-weight deep learning pipeline for improved drought stress identification

in Technical Advances in Plant Science

Aswini Kumar Patra
Lingaraj Sahoo

Frontiers in Plant Science

doi 10.3389/fpls.2024.1476130

686 views

Original Research

Published on 22 Nov 2024

Estimation of potato leaf area index based on spectral information and Haralick textures from UAV hyperspectral images

in Technical Advances in Plant Science

Jiejie Fan
Yang Liu
Yiguang Fan
Yihan Yao
Riqiang Chen
Mingbo Bian
Yanpeng Ma
Huifang Wang
Haikuan Feng

Frontiers in Plant Science

doi 10.3389/fpls.2024.1492372

646 views

Original Research

Published on 22 Nov 2024

High-throughput phenotyping using hyperspectral indicators supports the genetic dissection of yield in durum wheat grown under heat and drought stress

in Technical Advances in Plant Science

Rosa Mérida-García
Sergio Gálvez
Ignacio Solís
Fernando Martínez-Moreno
Carlos Camino
Jose Miguel Soriano
Carolina Sansaloni
Karim Ammar
Alison R. Bentley
Victoria Gonzalez-Dugo

Frontiers in Plant Science

doi 10.3389/fpls.2024.1470520

1,421 views
1 citation

Original Research

Published on 22 Nov 2024

Biomass enhancement and activation of transcriptional regulation in sorghum seedling by plasma-activated water

in Technical Advances in Plant Science

Hong Kwan Beak
Ryza A. Priatama
Sang-Ik Han
Ilchan Song
Soon Ju Park
Young Koung Lee

Frontiers in Plant Science

doi 10.3389/fpls.2024.1488583

537 views

Original Research

Published on 21 Nov 2024

Phenotyping cotton leaf chlorophyll via in situ hyperspectral reflectance sensing, spectral vegetation indices, and machine learning

in Technical Advances in Plant Science

Kelly R. Thorp
Alison L. Thompson
Matthew T. Herritt

Frontiers in Plant Science

doi 10.3389/fpls.2024.1495593

642 views

Original Research

Published on 20 Nov 2024

Investigation of factors affecting fresh herbage yield in pea (Pisum arvense L.) using data mining algorithms

in Technical Advances in Plant Science

Muhammed İkbal Çatal
Şenol Çelik
Adil Bakoğlu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1482723

647 views
1 citation

Original Research

Published on 19 Nov 2024

YOLO-SDL: a lightweight wheat grain detection technology based on an improved YOLOv8n model

in Technical Advances in Plant Science

Zhaomei Qiu
Fei Wang
Weili Wang
Tingting Li
Xin Jin
Shunhao Qing
Yi Shi

Frontiers in Plant Science

doi 10.3389/fpls.2024.1495222

856 views

Navigation group

Articles

BRA-YOLOv7: improvements on large leaf disease object detection using FasterNet and dual-level routing attention in YOLOv7

Mapping rapeseed (Brassica napus L.) aboveground biomass in different periods using optical and phenotypic metrics derived from UAV hyperspectral and RGB imagery

Research progress and prospect of key technologies of fruit target recognition for robotic fruit picking

Comparative analysis of stomatal pore instance segmentation: Mask R-CNN vs. YOLOv8 on Phenomics Stomatal dataset

Strategies to enhance greenhouse strawberry yield through honeybee pollination behavior: a simulation study

SGSNet: a lightweight deep learning model for strawberry growth stage detection

BHC-YOLOV8 : improved YOLOv8-based BHC target detection model for tea leaf disease and defect in real-world scenarios

A segmentation-combination data augmentation strategy and dual attention mechanism for accurate Chinese herbal medicine microscopic identification

A dataset of shallow soil moisture for alfalfa in the Ningxia irrigation area of the Yellow River

Explainable light-weight deep learning pipeline for improved drought stress identification

Estimation of potato leaf area index based on spectral information and Haralick textures from UAV hyperspectral images

High-throughput phenotyping using hyperspectral indicators supports the genetic dissection of yield in durum wheat grown under heat and drought stress

Biomass enhancement and activation of transcriptional regulation in sorghum seedling by plasma-activated water

Phenotyping cotton leaf chlorophyll via in situ hyperspectral reflectance sensing, spectral vegetation indices, and machine learning

Investigation of factors affecting fresh herbage yield in pea (Pisum arvense L.) using data mining algorithms

YOLO-SDL: a lightweight wheat grain detection technology based on an improved YOLOv8n model