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Matthew Macander

affiliation not provided to SSRN

SCHOLARLY PAPERS

2

DOWNLOADS

177

TOTAL CITATIONS

0

Scholarly Papers (2)

1.

Next Generation Arctic Vegetation Maps: Aboveground Plant Biomass and Woody Dominance Mapped at 30 M Resolution Across the Tundra Biome

Number of pages: 48 Posted: 06 Nov 2024
Northern Arizona University, Northern Arizona University, affiliation not provided to SSRN, Aarhus University, Auburn University, Carleton University, Colgate University, Columbia University, Cornell University, Government of the Republic of Finland - Finnish Meteorological Institute, Government of the Republic of Finland - Finnish Meteorological Institute, University of Helsinki, Northern Arizona University, Northern Arizona University, affiliation not provided to SSRN, Government of the United States of America - Oak Ridge National Laboratory, Government of the United States of America - Oak Ridge National Laboratory, Government of the United States of America - Oak Ridge National Laboratory, Government of the United States of America - Oak Ridge National Laboratory, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Umeå University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Université du Québec à Trois-Rivières, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Alaska Fairbanks, University of Alaska Fairbanks, University of Alaska Fairbanks - Institute of Arctic Biology, University of Copenhagen, University of Eastern Finland, University of Eastern Finland, University of Eastern Finland, University of Helsinki, University of Helsinki, University of Idaho, University of Lapland, University of Munster, University of Munster, affiliation not provided to SSRN, Western Washington University, Woodwell Climate Research Center, Woodwell Climate Research Center, Woodwell Climate Research Center and The Woods Hole Research Center
Downloads 117 (608,822)

Abstract:

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Pan Arctic, plant biomass, woody plant dominance, vegetation distribution, Remote Sensing, climate change, Landsat

Predicting Plants in the Wild: Mapping Arctic and Boreal Plants with Uas-Based Visible and Near Infrared Reflectance Spectra

Number of pages: 40 Posted: 14 May 2024
University of Maine, University of Maine, University of Maine, affiliation not provided to SSRN and University of Nebraska-Lincoln
Downloads 34 (1,296,409)

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Adaboost, Alaska, Bagged Regression Trees, Drone, Classification, Ground validation, Fairbanks, hyperspectral, image processing, Machine Learning, optimization, Open-source, Partial Least-Squares Linear Discriminant Analysis (PLS-DA), Ranger, R, Spectral library, Transferability, Vegetation Indices

Predicting Plants in the Wild: Mapping Arctic and Boreal Plants with Uas-Based Visible and Near Infrared Reflectance Spectra

Number of pages: 40 Posted: 23 Apr 2024
University of Maine, University of Maine, University of Maine, affiliation not provided to SSRN and University of Nebraska-Lincoln
Downloads 26 (1,415,710)

Abstract:

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Adaboost, Alaska, Bagged Regression Trees, Drone, classification, Ground validation, Fairbanks, Hyperspectral, Image processing, Machine Learning, Optimization, Open-source, Partial Least-Squares Linear Discriminant Analysis (PLS-DA), Ranger, R, Spectral library, Transferability, Vegetation Indices