Understanding the Effects of Optimal Combination of Spectral Bands on Deep Learning Model Predictions: A Case Study Based on Permafrost Tundra Landform Mapping Using High Resolution Multispectral Satellite Imagery.
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| Title: | Understanding the Effects of Optimal Combination of Spectral Bands on Deep Learning Model Predictions: A Case Study Based on Permafrost Tundra Landform Mapping Using High Resolution Multispectral Satellite Imagery. |
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| Authors: | Bhuiyan MAE; Department of Natural Resources and the Environment, University of Connecticut, Storrs, CT 06269, USA., Witharana C; Department of Natural Resources and the Environment, University of Connecticut, Storrs, CT 06269, USA., Liljedahl AK; Woodwell Climate Research Center, Falmouth, MA 02540, USA.; Institute of Northern Engineering, University of Alaska Fairbanks, Fairbanks, AK 99775, USA., Jones BM; Institute of Northern Engineering, University of Alaska Fairbanks, Fairbanks, AK 99775, USA., Daanen R; Alaska Department of Natural Resources, Division of Geological & Geophysical Surveys, Fairbanks, AK 99775, USA., Epstein HE; Department of Environmental Sciences, University of Virginia, Charlottesville, VA 22904, USA., Kent K; Department of Environmental Sciences, University of Virginia, Charlottesville, VA 22904, USA., Griffin CG; Department of Environmental Sciences, University of Virginia, Charlottesville, VA 22904, USA., Agnew A; Department of Natural Resources and the Environment, University of Connecticut, Storrs, CT 06269, USA. |
| Source: | Journal of imaging [J Imaging] 2020 Sep 17; Vol. 6 (9). Date of Electronic Publication: 2020 Sep 17. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: MDPI Country of Publication: Switzerland NLM ID: 101698819 Publication Model: Electronic Cited Medium: Internet ISSN: 2313-433X (Electronic) Linking ISSN: 2313433X NLM ISO Abbreviation: J Imaging Subsets: PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
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