High resolution mapping of soil organic carbon and nitrogen in two small adjacent Arctic watersheds on Herschel Island - Yukon Territory

Permafrost soils are especially vulnerable to global climate change and warming temperatures can turn them from carbon sinks into carbon sources. Estimates of Arctic carbon stocks are still highly uncertain, despite their importance to predict the magnitude of CO2 and CH4 release to the atmosphere....

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Main Authors: Eischeid, Isabell, Obu, Jaroslav, Myers-Smith, Isla, Wolter, Juliane, Lantuit, Hugues
Format: Conference Object
Language:unknown
Published: 2015
Subjects:
Online Access:https://epic.awi.de/id/eprint/40353/
https://epic.awi.de/id/eprint/40353/1/Isabell_AWI_poster.pdf
https://hdl.handle.net/10013/epic.47490
https://hdl.handle.net/10013/epic.47490.d001
id ftawi:oai:epic.awi.de:40353
record_format openpolar
spelling ftawi:oai:epic.awi.de:40353 2023-05-15T14:27:33+02:00 High resolution mapping of soil organic carbon and nitrogen in two small adjacent Arctic watersheds on Herschel Island - Yukon Territory Eischeid, Isabell Obu, Jaroslav Myers-Smith, Isla Wolter, Juliane Lantuit, Hugues 2015-12-10 application/pdf https://epic.awi.de/id/eprint/40353/ https://epic.awi.de/id/eprint/40353/1/Isabell_AWI_poster.pdf https://hdl.handle.net/10013/epic.47490 https://hdl.handle.net/10013/epic.47490.d001 unknown https://epic.awi.de/id/eprint/40353/1/Isabell_AWI_poster.pdf https://hdl.handle.net/10013/epic.47490.d001 Eischeid, I. , Obu, J. , Myers-Smith, I. , Wolter, J. orcid:0000-0001-6179-7621 and Lantuit, H. orcid:0000-0003-1497-6760 (2015) High resolution mapping of soil organic carbon and nitrogen in two small adjacent Arctic watersheds on Herschel Island - Yukon Territory , ArcticNet 2015, Vancouver, BC, 7 December 2015 - 11 December 2015 . hdl:10013/epic.47490 EPIC3ArcticNet 2015, Vancouver, BC, 2015-12-07-2015-12-11 Conference notRev 2015 ftawi 2022-10-02T23:12:33Z Permafrost soils are especially vulnerable to global climate change and warming temperatures can turn them from carbon sinks into carbon sources. Estimates of Arctic carbon stocks are still highly uncertain, despite their importance to predict the magnitude of CO2 and CH4 release to the atmosphere. Because most of the Arctic is difficult to access, remote sensing techniques are particularly important to monitor the changing landscape. Recent studies have attempted to use spectral images, like Landsat, to estimate soil organic carbon (SOC) and nitrogen (TN). Most studies worked on a regional to global scale and use relatively coarse landscape classes. However, good, high resolution estimates of SOC and TN are crucial to estimates for permafrost related uncertainties in storage and spatial heterogeneity needed for Earth System Models. Furthermore, they are an invaluable step from data collection toward a process oriented understanding of the landscape. This project is one of the first to use high resolution images (1.65m GeoEye (4 spectral bands: blue-infrared), 2m DEM) to predict SOC and TN within different Tundra vegetation classes in a small twin watershed (4 km²) on Herschel Island, Yukon, Canada. Vegetation classes were based on indicator species and geomorphic disturbance levels. Remote sensing detection accuracy varied strongly between classes. Field based moisture measurements were most strongly correlated with the carbon to nitrogen (CN) ratio (r²=0.80, p<0.05). However, slope and the normalized difference vegetation index (NDVI) which were extracted from remote sensing images have a statistically significant relationship to CN (r²=-0.56, p<0.05, r²=0.48, p<0.05). This suggests that fine scale estimates of carbon and nitrogen stocks are possible using few spectral bands from high resolution images. Given the high correlation of soil moisture with CN ratios we encourage further research to improve validation of satellite radar moisture information with field data. Conference Object Arctic Arctic Climate change Herschel Herschel Island permafrost Tundra Yukon Alfred Wegener Institute for Polar- and Marine Research (AWI): ePIC (electronic Publication Information Center) Arctic Canada Herschel Island ENVELOPE(-139.089,-139.089,69.583,69.583) Yukon
institution Open Polar
collection Alfred Wegener Institute for Polar- and Marine Research (AWI): ePIC (electronic Publication Information Center)
op_collection_id ftawi
language unknown
description Permafrost soils are especially vulnerable to global climate change and warming temperatures can turn them from carbon sinks into carbon sources. Estimates of Arctic carbon stocks are still highly uncertain, despite their importance to predict the magnitude of CO2 and CH4 release to the atmosphere. Because most of the Arctic is difficult to access, remote sensing techniques are particularly important to monitor the changing landscape. Recent studies have attempted to use spectral images, like Landsat, to estimate soil organic carbon (SOC) and nitrogen (TN). Most studies worked on a regional to global scale and use relatively coarse landscape classes. However, good, high resolution estimates of SOC and TN are crucial to estimates for permafrost related uncertainties in storage and spatial heterogeneity needed for Earth System Models. Furthermore, they are an invaluable step from data collection toward a process oriented understanding of the landscape. This project is one of the first to use high resolution images (1.65m GeoEye (4 spectral bands: blue-infrared), 2m DEM) to predict SOC and TN within different Tundra vegetation classes in a small twin watershed (4 km²) on Herschel Island, Yukon, Canada. Vegetation classes were based on indicator species and geomorphic disturbance levels. Remote sensing detection accuracy varied strongly between classes. Field based moisture measurements were most strongly correlated with the carbon to nitrogen (CN) ratio (r²=0.80, p<0.05). However, slope and the normalized difference vegetation index (NDVI) which were extracted from remote sensing images have a statistically significant relationship to CN (r²=-0.56, p<0.05, r²=0.48, p<0.05). This suggests that fine scale estimates of carbon and nitrogen stocks are possible using few spectral bands from high resolution images. Given the high correlation of soil moisture with CN ratios we encourage further research to improve validation of satellite radar moisture information with field data.
format Conference Object
author Eischeid, Isabell
Obu, Jaroslav
Myers-Smith, Isla
Wolter, Juliane
Lantuit, Hugues
spellingShingle Eischeid, Isabell
Obu, Jaroslav
Myers-Smith, Isla
Wolter, Juliane
Lantuit, Hugues
High resolution mapping of soil organic carbon and nitrogen in two small adjacent Arctic watersheds on Herschel Island - Yukon Territory
author_facet Eischeid, Isabell
Obu, Jaroslav
Myers-Smith, Isla
Wolter, Juliane
Lantuit, Hugues
author_sort Eischeid, Isabell
title High resolution mapping of soil organic carbon and nitrogen in two small adjacent Arctic watersheds on Herschel Island - Yukon Territory
title_short High resolution mapping of soil organic carbon and nitrogen in two small adjacent Arctic watersheds on Herschel Island - Yukon Territory
title_full High resolution mapping of soil organic carbon and nitrogen in two small adjacent Arctic watersheds on Herschel Island - Yukon Territory
title_fullStr High resolution mapping of soil organic carbon and nitrogen in two small adjacent Arctic watersheds on Herschel Island - Yukon Territory
title_full_unstemmed High resolution mapping of soil organic carbon and nitrogen in two small adjacent Arctic watersheds on Herschel Island - Yukon Territory
title_sort high resolution mapping of soil organic carbon and nitrogen in two small adjacent arctic watersheds on herschel island - yukon territory
publishDate 2015
url https://epic.awi.de/id/eprint/40353/
https://epic.awi.de/id/eprint/40353/1/Isabell_AWI_poster.pdf
https://hdl.handle.net/10013/epic.47490
https://hdl.handle.net/10013/epic.47490.d001
long_lat ENVELOPE(-139.089,-139.089,69.583,69.583)
geographic Arctic
Canada
Herschel Island
Yukon
geographic_facet Arctic
Canada
Herschel Island
Yukon
genre Arctic
Arctic
Climate change
Herschel
Herschel Island
permafrost
Tundra
Yukon
genre_facet Arctic
Arctic
Climate change
Herschel
Herschel Island
permafrost
Tundra
Yukon
op_source EPIC3ArcticNet 2015, Vancouver, BC, 2015-12-07-2015-12-11
op_relation https://epic.awi.de/id/eprint/40353/1/Isabell_AWI_poster.pdf
https://hdl.handle.net/10013/epic.47490.d001
Eischeid, I. , Obu, J. , Myers-Smith, I. , Wolter, J. orcid:0000-0001-6179-7621 and Lantuit, H. orcid:0000-0003-1497-6760 (2015) High resolution mapping of soil organic carbon and nitrogen in two small adjacent Arctic watersheds on Herschel Island - Yukon Territory , ArcticNet 2015, Vancouver, BC, 7 December 2015 - 11 December 2015 . hdl:10013/epic.47490
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