Spectral unmixing-based Arctic plant species analysis using a spectral library and terrestrial hyperspectral Imagery: A case study in Adventdalen, Svalbard-Reference-Cited by-同舟云学术

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Spectral unmixing-based Arctic plant species analysis using a spectral library and terrestrial hyperspectral Imagery: A case study in Adventdalen, Svalbard

Published:2023-12 Issue: Volume:125 Page:103583
ISSN:1569-8432
Container-title:International Journal of Applied Earth Observation and Geoinformation
language:en
Short-container-title:International Journal of Applied Earth Observation and Geoinformation

Author:

Yang Junyoung^ORCID,Lee Yoo Kyung,Chi Junhwa^ORCID

Funder

National Research Foundation of Korea

Korea Polar Research Institute

Ministry of Oceans and Fisheries

Korea Ministry of Science and ICT

Ministry of Science, ICT and Future Planning

Publisher

Elsevier BV

Subject

Management, Monitoring, Policy and Law,Computers in Earth Sciences,Earth-Surface Processes,Global and Planetary Change

Reference77 articles.

1. UAV-based remote sensing technique to detect citrus canker disease utilizing hyperspectral imaging and machine learning;Abdulridha;Remote Sens.,2019

2. Discriminating the papyrus vegetation (Cyperus papyrus L.) and its co-existent species using random forest and hyperspectral data resampled to HYMAP;Adam;Int. J. Remote Sens.,2012

3. Optuna: A next-generation hyperparameter optimization framework;Akiba;in: Int. Conf. Knowl. Discov. Data Min.,2019

4. Understanding of a convolutional neural network;Albawi;Int. Conf. Eng. Technol. IEEE. Ieee.,2017

5. Detection of leek rust disease under field conditions using hyperspectral proximal sensing and machine learning;Appeltans;Remote Sens.,2021

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