U.S. Department of EnergyOffice of Scientific and Technical Information
Remote Sensing-Based, 5-m, Vegetation Distributions, Kougarok Study Site, Seward Peninsula, Alaska, ca. 2009 - 2016
Abstract
A multi-sensor remote sensing-based deep learning approach was developed for generating high-resolution (5~m) vegetation maps for the western Alaskan Arctic on the Seward Peninsula, Alaska. This data was developed using the fusion of hyperspectral, multispectral, and terrain datasets. The current data is located in the Kougarok watershed but we plan to expand this over the Seward Peninsula. Dataset DOI:10.5440/1418854; https://doi.org/10.5440/1418854
- Authors:
- Publication Date:
- Other Number(s):
- NGA147
ngee_2958F8322F70B552618256C02165EEA42018_06_20_184126518
- DOE Contract Number:
- DE-AC05-00OR22725
- Research Org.:
- Next Generation Ecosystems Experiment - Arctic, Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (US); NGEE Arctic, Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)
- Sponsoring Org.:
- USDOE Office of Science (SC), Biological and Environmental Research (BER)
- Collaborations:
- ORNL
- Subject:
- 54 Environmental Sciences
- Keywords:
- remote-sensing; VEGETATION; Seward Peninsula, Alaska; Kougarok
- OSTI Identifier:
- 1418854
- DOI:
- https://doi.org/10.5440/1418854
Citation Formats
Langford, Zachary, Kumar, Jitendra, Hoffman, Forrest, Iversen, Colleen, and Breen, Amy. Remote Sensing-Based, 5-m, Vegetation Distributions, Kougarok Study Site, Seward Peninsula, Alaska, ca. 2009 - 2016. United States: N. p., 2019.
Web. doi:10.5440/1418854.
Langford, Zachary, Kumar, Jitendra, Hoffman, Forrest, Iversen, Colleen, & Breen, Amy. Remote Sensing-Based, 5-m, Vegetation Distributions, Kougarok Study Site, Seward Peninsula, Alaska, ca. 2009 - 2016. United States. doi:https://doi.org/10.5440/1418854
Langford, Zachary, Kumar, Jitendra, Hoffman, Forrest, Iversen, Colleen, and Breen, Amy. 2019.
"Remote Sensing-Based, 5-m, Vegetation Distributions, Kougarok Study Site, Seward Peninsula, Alaska, ca. 2009 - 2016". United States. doi:https://doi.org/10.5440/1418854. https://www.osti.gov/servlets/purl/1418854. Pub date:Thu Jan 17 00:00:00 EST 2019
@article{osti_1418854,
title = {Remote Sensing-Based, 5-m, Vegetation Distributions, Kougarok Study Site, Seward Peninsula, Alaska, ca. 2009 - 2016},
author = {Langford, Zachary and Kumar, Jitendra and Hoffman, Forrest and Iversen, Colleen and Breen, Amy},
abstractNote = {A multi-sensor remote sensing-based deep learning approach was developed for generating high-resolution (5~m) vegetation maps for the western Alaskan Arctic on the Seward Peninsula, Alaska. This data was developed using the fusion of hyperspectral, multispectral, and terrain datasets. The current data is located in the Kougarok watershed but we plan to expand this over the Seward Peninsula. Dataset DOI:10.5440/1418854; https://doi.org/10.5440/1418854},
doi = {10.5440/1418854},
journal = {},
number = ,
volume = ,
place = {United States},
year = {2019},
month = {1}
}
Save to My Library
You must Sign In or Create an Account in order to save documents to your library.
Works referencing / citing this record:
Arctic Vegetation Mapping Using Unsupervised Training Datasets and Convolutional Neural Networks
journal, January 2019
- Langford, Zachary L.; Kumar, Jitendra; Hoffman, Forrest M.
- Remote Sensing, Vol. 11, Issue 1