Remote Sensing-Based, 5-m, Vegetation Distributions, Kougarok Study Site, Seward Peninsula, Alaska, ca. 2009 - 2016
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
- Research Organization:
- 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 Organization:
- USDOE Office of Science (SC), Biological and Environmental Research (BER)
- Contributing Organization:
- ORNL
- DOE Contract Number:
- DE-AC05-00OR22725
- OSTI ID:
- 1418854
- Report Number(s):
- NGA147; ngee_2958F8322F70B552618256C02165EEA42018_06_20_184126518
- Availability:
- ORNL
- Country of Publication:
- United States
- Language:
- English
Arctic Vegetation Mapping Using Unsupervised Training Datasets and Convolutional Neural Networks
|
journal | January 2019 |
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