Hyperspectral Imagery | List of Frontiers open access articles

Original Research

Published on 02 Jun 2022

Assessing Grapevine Biophysical Parameters From Unmanned Aerial Vehicles Hyperspectral Imagery

in Technical Advances in Plant Science

Alessandro Matese
Salvatore Filippo Di Gennaro
Giorgia Orlandi
Matteo Gatti
Stefano Poni

Frontiers in Plant Science

doi 10.3389/fpls.2022.898722

5,192 views
22 citations

Methods

Published on 20 Apr 2023

Extraction of chlorophyll concentration maps from AOTF hyperspectral imagery

in Environmental Informatics and Remote Sensing

Anastasia Zolotukhina
Alexander Machikhin
Anastasia Guryleva
Valeriya Gresis
Victoriya Tedeeva

Frontiers in Environmental Science

doi 10.3389/fenvs.2023.1152450

4,882 views
12 citations

Original Research

Published on 26 Oct 2023

Discriminating Stellera chamaejasme in alpine grasslands using UAV hyperspectral imagery and multivariate analysis

in Environmental Informatics and Remote Sensing

Huaiyu Wang
Yongmei Liu
Xinghua Ge
Xingzhi Dong
Yongqing Long
Lei Wang

Frontiers in Ecology and Evolution

doi 10.3389/fevo.2023.1254143

2,277 views
2 citations

Original Research

Published on 05 May 2023

Classification of tree symbiotic fungi based on hyperspectral imagery and hybrid convolutional neural networks

in Forest Growth

Zhuo Liu
Mahmoud Al-Sarayreh
Yanjie Li
Zhilin Yuan

Frontiers in Forests and Global Change

doi 10.3389/ffgc.2023.1179910

3,167 views
2 citations

Original Research

Published on 07 Jan 2025

Modeling soil respiration in summer maize cropland based on hyperspectral imagery and machine learning

in Environmental Informatics and Remote Sensing

Fanchao Zeng
Jinwei Sun
Huihui Zhang
Lizhen Yang
Xiaoxue Zhao
Jing Zhao
Xiaodong Bo
Yuxin Cao
Fuqi Yao
Fenghui Yuan

Frontiers in Environmental Science

doi 10.3389/fenvs.2024.1505987

1,796 views

Correction

Published on 08 Sep 2023

Corrigendum: Classification of tree symbiotic fungi based on hyperspectral imagery and hybrid convolutional neural networks

in Forest Growth

Zhuo Liu
Mahmoud Al-Sarayreh
Yanjie Li
Zhilin Yuan

Frontiers in Forests and Global Change

doi 10.3389/ffgc.2023.1285232

927 views

Original Research

Published on 10 Apr 2019

Rice Yield Estimation Using Parcel-Level Relative Spectral Variables From UAV-Based Hyperspectral Imagery

in Technical Advances in Plant Science

Feilong Wang
Fumin Wang
Yao Zhang
Jinghui Hu
Jingfeng Huang
Jingkai Xie

Frontiers in Plant Science

doi 10.3389/fpls.2019.00453

9,254 views
76 citations

Original Research

Published on 28 Jun 2022

Classification of Toona sinensis Young Leaves Using Machine Learning and UAV-Borne Hyperspectral Imagery

in Technical Advances in Plant Science

Haoran Wu
Zhaoying Song
Xiaoyun Niu
Jun Liu
Jingmin Jiang
Yanjie Li

Frontiers in Plant Science

doi 10.3389/fpls.2022.940327

6,309 views
9 citations

Original Research

Published on 07 Oct 2022

Transfer-learning-based cloud detection for Zhuhai-1 satellite hyperspectral imagery

in Environmental Informatics and Remote Sensing

Wang Jian
Wang Yi
Wang Wenlong
Shi Lei
Si Haiping

Frontiers in Environmental Science

doi 10.3389/fenvs.2022.1039249

2,274 views
8 citations

Original Research

Published on 28 Oct 2021

Mapping the Extent of Invasive Phragmites australis subsp. australis From Airborne Hyperspectral Imagery

in Environmental Informatics and Remote Sensing

Kathryn Elmer
Margaret Kalacska
J. Pablo Arroyo-Mora

Frontiers in Environmental Science

doi 10.3389/fenvs.2021.757871

4,447 views
5 citations

Original Research

Published on 26 Jun 2025

Enhanced hyperspectral image classification for coastal wetlands using a hybrid CNN-transformer approach with cross-attention mechanism

in Marine Ecosystem Ecology

Zhongmei Li
Tang Liu
Yuxiang Lu
Jing Tian
Meng Zhang
Chenghu Zhou

Frontiers in Marine Science

doi 10.3389/fmars.2025.1613565

2,081 views
3 citations

Review

Published on 07 Jun 2021

Living up to the Hype of Hyperspectral Aquatic Remote Sensing: Science, Resources and Outlook

in Environmental Informatics and Remote Sensing

Heidi M. Dierssen
Steven G. Ackleson
Karen E. Joyce
Erin L. Hestir
Alexandre Castagna
Samantha Lavender
Margaret A. McManus

Frontiers in Environmental Science

doi 10.3389/fenvs.2021.649528

31,624 views
93 citations

Original Research

Published on 19 Feb 2025

What can we learn from a multi-season-stage-variety potato (Solanum tuberosum L.) study using aerial hyperspectral imagery?

in Multi- and Hyper-Spectral Imaging

Trevor Crosby
Philip A. Townsend
Prabu Ravindran
Brendan C. Heberlein
W. Beckett Hills
Yi Wang

Frontiers in Remote Sensing

doi 10.3389/frsen.2025.1484582

1,942 views

Original Research

Published on 27 May 2022

QWIP: A Quantitative Metric for Quality Control of Aquatic Reflectance Spectral Shape Using the Apparent Visible Wavelength

in Multi- and Hyper-Spectral Imaging

Heidi M. Dierssen
Ryan A. Vandermeulen
Brian B. Barnes
Alexandre Castagna
Els Knaeps
Quinten Vanhellemont

Frontiers in Remote Sensing

doi 10.3389/frsen.2022.869611

7,478 views
29 citations

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

5,419 views
7 citations

Original Research

Published on 29 Oct 2025

Comparative evaluation of fast-learning classification algorithms for urban forest tree species identification using EO-1 hyperion hyperspectral imagery

in Environmental Informatics and Remote Sensing

Veera Narayana Balabathina
Surender Mishra
Megha Sharma
Suhas Sharma
Piyush Kumar
Akash Narayan

Frontiers in Environmental Science

doi 10.3389/fenvs.2025.1668746

1,487 views
1 citation

Articles

Assessing Grapevine Biophysical Parameters From Unmanned Aerial Vehicles Hyperspectral Imagery

Extraction of chlorophyll concentration maps from AOTF hyperspectral imagery

Discriminating Stellera chamaejasme in alpine grasslands using UAV hyperspectral imagery and multivariate analysis

Classification of tree symbiotic fungi based on hyperspectral imagery and hybrid convolutional neural networks

Modeling soil respiration in summer maize cropland based on hyperspectral imagery and machine learning

Corrigendum: Classification of tree symbiotic fungi based on hyperspectral imagery and hybrid convolutional neural networks

Rice Yield Estimation Using Parcel-Level Relative Spectral Variables From UAV-Based Hyperspectral Imagery

Classification of Toona sinensis Young Leaves Using Machine Learning and UAV-Borne Hyperspectral Imagery

Transfer-learning-based cloud detection for Zhuhai-1 satellite hyperspectral imagery

Mapping the Extent of Invasive Phragmites australis subsp. australis From Airborne Hyperspectral Imagery

Enhanced hyperspectral image classification for coastal wetlands using a hybrid CNN-transformer approach with cross-attention mechanism

Living up to the Hype of Hyperspectral Aquatic Remote Sensing: Science, Resources and Outlook

What can we learn from a multi-season-stage-variety potato (Solanum tuberosum L.) study using aerial hyperspectral imagery?

QWIP: A Quantitative Metric for Quality Control of Aquatic Reflectance Spectral Shape Using the Apparent Visible Wavelength

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

Comparative evaluation of fast-learning classification algorithms for urban forest tree species identification using EO-1 hyperion hyperspectral imagery