Airborne Hyperspectral Evaluation of Maximum Gross Photosynthesis, Gravimetric Water Content, and CO2 Uptake Efficiency of the Mer Bleue Ombrotrophic Peatland

Peatlands cover a large area in Canada and globally (12% and 3% of the landmass, respectively). These ecosystems play an important role in climate regulation through the sequestration of carbon dioxide from, and the release of methane to, the atmosphere. Monitoring approaches, required to understand...

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Main Authors: J. Pablo Arroyo-Mora, Margaret Kalacska, Raymond J. Soffer, Tim R. Moore, Nigel T. Roulet, Sari Juutinen, Gabriela Ifimov, George Leblanc, Deep Inamdar
Format: Article
Language:English
Published: MDPI AG 2018-04-01
Series:Remote Sensing
Subjects:
bog
Online Access:http://www.mdpi.com/2072-4292/10/4/565
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spelling doaj-590a3c63c0aa4a0d972cf85dbbf4e24c2020-11-25T00:42:27ZengMDPI AGRemote Sensing2072-42922018-04-0110456510.3390/rs10040565rs10040565Airborne Hyperspectral Evaluation of Maximum Gross Photosynthesis, Gravimetric Water Content, and CO2 Uptake Efficiency of the Mer Bleue Ombrotrophic PeatlandJ. Pablo Arroyo-Mora0Margaret Kalacska1Raymond J. Soffer2Tim R. Moore3Nigel T. Roulet4Sari Juutinen5Gabriela Ifimov6George Leblanc7Deep Inamdar8Flight Research Laboratory, National Research Council of Canada, Ottawa, ON K1A-0R6, CanadaApplied Remote Sensing Lab., McGill University, Montreal, QC H3A-0B9, CanadaFlight Research Laboratory, National Research Council of Canada, Ottawa, ON K1A-0R6, CanadaDepartment of Geography, McGill University, Montreal, QC H3A-0B9, CanadaDepartment of Geography, McGill University, Montreal, QC H3A-0B9, CanadaEnvironmental Change Research Unit (ECRU), Ecosystems and Environment Research Programme, Faculty of Biological and Environmental Sciences, University of Helsinki, P.O. Box 65, 00014 Helsinki, FinlandFlight Research Laboratory, National Research Council of Canada, Ottawa, ON K1A-0R6, CanadaFlight Research Laboratory, National Research Council of Canada, Ottawa, ON K1A-0R6, CanadaApplied Remote Sensing Lab., McGill University, Montreal, QC H3A-0B9, CanadaPeatlands cover a large area in Canada and globally (12% and 3% of the landmass, respectively). These ecosystems play an important role in climate regulation through the sequestration of carbon dioxide from, and the release of methane to, the atmosphere. Monitoring approaches, required to understand the response of peatlands to climate change at large spatial scales, are challenged by their unique vegetation characteristics, intrinsic hydrological complexity, and rapid changes over short periods of time (e.g., seasonality). In this study, we demonstrate the use of multitemporal, high spatial resolution (1 m2) hyperspectral airborne imagery (Compact Airborne Spectrographic Imager (CASI) and Shortwave Airborne Spectrographic Imager (SASI) sensors) for assessing maximum instantaneous gross photosynthesis (PGmax) in hummocks, and gravimetric water content (GWC) and carbon uptake efficiency in hollows, at the Mer Bleue ombrotrophic bog. We applied empirical models (i.e., in situ data and spectral indices) and we derived spatial and temporal trends for the aforementioned variables. Our findings revealed the distribution of hummocks (51.2%), hollows (12.7%), and tree cover (33.6%), which is the first high spatial resolution map of this nature at Mer Bleue. For hummocks, we found growing season PGmax values between 8 μmol m−2 s−1 and 12 μmol m−2 s−1 were predominant (86.3% of the total area). For hollows, our results revealed, for the first time, the spatial heterogeneity and seasonal trends for gravimetric water content and carbon uptake efficiency for the whole bog.http://www.mdpi.com/2072-4292/10/4/565airborne hyperspectralCompact Airborne Spectrographic Imager (CASI)Shortwave Airborne Spectrographic Imager (SASI)peatlandsnormalized difference water index (NDWI)gravimetric water contentcarbon uptakephotosynthesisbogMer Bleue
collection DOAJ
language English
format Article
sources DOAJ
author J. Pablo Arroyo-Mora
Margaret Kalacska
Raymond J. Soffer
Tim R. Moore
Nigel T. Roulet
Sari Juutinen
Gabriela Ifimov
George Leblanc
Deep Inamdar
spellingShingle J. Pablo Arroyo-Mora
Margaret Kalacska
Raymond J. Soffer
Tim R. Moore
Nigel T. Roulet
Sari Juutinen
Gabriela Ifimov
George Leblanc
Deep Inamdar
Airborne Hyperspectral Evaluation of Maximum Gross Photosynthesis, Gravimetric Water Content, and CO2 Uptake Efficiency of the Mer Bleue Ombrotrophic Peatland
Remote Sensing
airborne hyperspectral
Compact Airborne Spectrographic Imager (CASI)
Shortwave Airborne Spectrographic Imager (SASI)
peatlands
normalized difference water index (NDWI)
gravimetric water content
carbon uptake
photosynthesis
bog
Mer Bleue
author_facet J. Pablo Arroyo-Mora
Margaret Kalacska
Raymond J. Soffer
Tim R. Moore
Nigel T. Roulet
Sari Juutinen
Gabriela Ifimov
George Leblanc
Deep Inamdar
author_sort J. Pablo Arroyo-Mora
title Airborne Hyperspectral Evaluation of Maximum Gross Photosynthesis, Gravimetric Water Content, and CO2 Uptake Efficiency of the Mer Bleue Ombrotrophic Peatland
title_short Airborne Hyperspectral Evaluation of Maximum Gross Photosynthesis, Gravimetric Water Content, and CO2 Uptake Efficiency of the Mer Bleue Ombrotrophic Peatland
title_full Airborne Hyperspectral Evaluation of Maximum Gross Photosynthesis, Gravimetric Water Content, and CO2 Uptake Efficiency of the Mer Bleue Ombrotrophic Peatland
title_fullStr Airborne Hyperspectral Evaluation of Maximum Gross Photosynthesis, Gravimetric Water Content, and CO2 Uptake Efficiency of the Mer Bleue Ombrotrophic Peatland
title_full_unstemmed Airborne Hyperspectral Evaluation of Maximum Gross Photosynthesis, Gravimetric Water Content, and CO2 Uptake Efficiency of the Mer Bleue Ombrotrophic Peatland
title_sort airborne hyperspectral evaluation of maximum gross photosynthesis, gravimetric water content, and co2 uptake efficiency of the mer bleue ombrotrophic peatland
publisher MDPI AG
series Remote Sensing
issn 2072-4292
publishDate 2018-04-01
description Peatlands cover a large area in Canada and globally (12% and 3% of the landmass, respectively). These ecosystems play an important role in climate regulation through the sequestration of carbon dioxide from, and the release of methane to, the atmosphere. Monitoring approaches, required to understand the response of peatlands to climate change at large spatial scales, are challenged by their unique vegetation characteristics, intrinsic hydrological complexity, and rapid changes over short periods of time (e.g., seasonality). In this study, we demonstrate the use of multitemporal, high spatial resolution (1 m2) hyperspectral airborne imagery (Compact Airborne Spectrographic Imager (CASI) and Shortwave Airborne Spectrographic Imager (SASI) sensors) for assessing maximum instantaneous gross photosynthesis (PGmax) in hummocks, and gravimetric water content (GWC) and carbon uptake efficiency in hollows, at the Mer Bleue ombrotrophic bog. We applied empirical models (i.e., in situ data and spectral indices) and we derived spatial and temporal trends for the aforementioned variables. Our findings revealed the distribution of hummocks (51.2%), hollows (12.7%), and tree cover (33.6%), which is the first high spatial resolution map of this nature at Mer Bleue. For hummocks, we found growing season PGmax values between 8 μmol m−2 s−1 and 12 μmol m−2 s−1 were predominant (86.3% of the total area). For hollows, our results revealed, for the first time, the spatial heterogeneity and seasonal trends for gravimetric water content and carbon uptake efficiency for the whole bog.
topic airborne hyperspectral
Compact Airborne Spectrographic Imager (CASI)
Shortwave Airborne Spectrographic Imager (SASI)
peatlands
normalized difference water index (NDWI)
gravimetric water content
carbon uptake
photosynthesis
bog
Mer Bleue
url http://www.mdpi.com/2072-4292/10/4/565
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