Mapping Fractional Vegetation Coverage across Wetland Classes of Sub-Arctic Peatlands Using Combined Partial Least Squares Regression and Multiple Endmember Spectral Unmixing

Mapping Fractional Vegetation Coverage across Wetland Classes of Sub-Arctic Peatlands Using Combined Partial Least Squares Regression and Multiple Endmember Spectral Unmixing

Vegetation communities play a key role in governing the atmospheric-terrestrial fluxes of water, carbon, nutrients, and energy. The expanse and heterogeneity of vegetation in sub-arctic peatland systems makes monitoring change at meaningful spatial resolutions and extents challenging. We use a field...

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Bibliographic Details
Main Authors: Heidi Cunnick, Joan M. Ramage, Dawn Magness, Stephen C. Peters
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Remote Sensing
Subjects:
sub-arctic peatland-wetlands
hyperspectral
PLSR
G-LiHT
plant functional type
multiple endmember spectral unmixing
Online Access:https://www.mdpi.com/2072-4292/15/5/1440

Internet

https://www.mdpi.com/2072-4292/15/5/1440

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