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

502 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

286 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

508 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

216 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

498 views

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

424 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

1,065 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

506 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

534 views

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

620 views

Original Research

Published on 14 Nov 2024

Estimation of potato canopy leaf water content in various growth stages using UAV hyperspectral remote sensing and machine learning

in Technical Advances in Plant Science

Faxu Guo
Quan Feng
Sen Yang
Wanxia Yang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1458589

544 views

Original Research

Published on 14 Nov 2024

Application of APSIM model in winter wheat growth monitoring

in Technical Advances in Plant Science

Yunlong Tan
Enhui Cheng
Xuxiang Feng
Bin Zhao
Junjie Chen
Qiaoyun Xie
Hao Peng
Cunjun Li
Chuang Lu
Yong Li

Frontiers in Plant Science

doi 10.3389/fpls.2024.1500103

678 views

Correction

Published on 13 Nov 2024

Corrigendum: Quantitative texture analysis comparison of three legumes

in Technical Advances in Plant Science

Rebekah Miller
Susan Duncan
Yun Yin
Bo Zhang
Jacob Lahne

Frontiers in Plant Science

doi 10.3389/fpls.2024.1490251

211 views

Review

Published on 13 Nov 2024

Multifaceted impacts of nanoparticles on plant nutrient absorption and soil microbial communities

in Technical Advances in Plant Science

Hanfeng Zhang
Tiantian Zheng
Yue Wang
Ting Li
Qing Chi

Frontiers in Plant Science

doi 10.3389/fpls.2024.1497006

1,296 views

Original Research

Published on 11 Nov 2024

Predicting alfalfa leaf area index by non-linear models and deep learning models

in Technical Advances in Plant Science

Songtao Yang
Yongqi Ge
Jing Wang
Rui Liu
Li Fu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1458337

432 views

Original Research

Published on 08 Nov 2024

Identification of sweetpotato virus disease-infected leaves from field images using deep learning

in Technical Advances in Plant Science

Ziyu Ding
Fanguo Zeng
Haifeng Li
Jianyu Zheng
Junzhi Chen
Biao Chen
Wenshan Zhong
Xuantian Li
Zhangying Wang
Lifei Huang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1456713

654 views

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Articles

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

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

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

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

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

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

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

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

Estimation of potato canopy leaf water content in various growth stages using UAV hyperspectral remote sensing and machine learning

Application of APSIM model in winter wheat growth monitoring

Corrigendum: Quantitative texture analysis comparison of three legumes

Multifaceted impacts of nanoparticles on plant nutrient absorption and soil microbial communities

Predicting alfalfa leaf area index by non-linear models and deep learning models

Identification of sweetpotato virus disease-infected leaves from field images using deep learning