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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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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