Spatial and interannual variability of dissolved organic matter in the Kolyma River, East Siberia, observed using satellite imagery

The Kolyma River basin in northeastern Siberia, the sixth largest river basin draining to the Arctic Ocean, contains vast reserves of carbon in Pleistocene-aged permafrost soils. Permafrost degradation, as a result of climate change, may cause shifts in riverine biogeochemistry as this old source of...

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Published in:Journal of Geophysical Research
Main Authors: Griffin, Claire G., Frey, Karen E., Rogan, John, Holmes, Robert M.
Format: Text
Language:unknown
Published: Clark Digital Commons 2011
Subjects:
Online Access:https://commons.clarku.edu/faculty_geography/236
https://doi.org/10.1029/2010JG001634
https://commons.clarku.edu/context/faculty_geography/article/1235/viewcontent/GeogFacWorks_Frey_SpatialInterannual_2011.pdf
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spelling ftclarkuniv:oai:commons.clarku.edu:faculty_geography-1235 2023-09-05T13:17:05+02:00 Spatial and interannual variability of dissolved organic matter in the Kolyma River, East Siberia, observed using satellite imagery Griffin, Claire G. Frey, Karen E. Rogan, John Holmes, Robert M. 2011-01-01T08:00:00Z application/pdf https://commons.clarku.edu/faculty_geography/236 https://doi.org/10.1029/2010JG001634 https://commons.clarku.edu/context/faculty_geography/article/1235/viewcontent/GeogFacWorks_Frey_SpatialInterannual_2011.pdf unknown Clark Digital Commons https://commons.clarku.edu/faculty_geography/236 doi:10.1029/2010JG001634 https://commons.clarku.edu/context/faculty_geography/article/1235/viewcontent/GeogFacWorks_Frey_SpatialInterannual_2011.pdf Geography algorithm biogeochemistry climate change dissolved organic matter Landsat thematic mapper permafrost Pleistocene sampling satellite data satellite imagery spatiotemporal analysis Remote Sensing text 2011 ftclarkuniv https://doi.org/10.1029/2010JG001634 2023-08-14T06:16:39Z The Kolyma River basin in northeastern Siberia, the sixth largest river basin draining to the Arctic Ocean, contains vast reserves of carbon in Pleistocene-aged permafrost soils. Permafrost degradation, as a result of climate change, may cause shifts in riverine biogeochemistry as this old source of organic matter is exposed. Satellite remote sensing offers an opportunity to complement and extrapolate field sampling of dissolved organic matter in this expansive and remote region. We develop empirically based algorithms that estimate chromophoric dissolved organic matter (CDOM) and dissolved organic carbon (DOC) in the Kolyma River and its major tributaries in the vicinity of Cherskiy, Russia. Field samples from July 2008 and 2009 were regressed against spectral data from the Landsat 5 Thematic Mapper and Landsat 7 Enhanced Thematic Mapper-Plus. A combination of Landsat band 3 and bands 2:1 resulted in an R2 of 0.78 between measured CDOM and satellite-derived predictions. Owing to the strong correlation between CDOM and DOC, the resulting maps of the region show strong interannual variability of both CDOM and DOC, and important spatial patterns such as mixing zones at river confluences and downstream loading of DOC. Such variability was previously unobserved through field-based point observations and suggests that current calculations of DOC flux from the Kolyma River to the Arctic Ocean may be underestimates. In this era of rapid climate change, permafrost degradation, and shifts in river discharge, remote sensing of CDOM and DOC offers a powerful, reliable tool to enhance our understanding of carbon cycling in major arctic river systems. Copyright 2011 by the American Geophysical Union. Text Arctic Arctic Ocean Cherskiy Climate change kolyma river permafrost Siberia Clark University: Clark Digital Commons Arctic Arctic Ocean Cherskiy ENVELOPE(161.332,161.332,68.753,68.753) Kolyma ENVELOPE(161.000,161.000,69.500,69.500) Journal of Geophysical Research 116 G3
institution Open Polar
collection Clark University: Clark Digital Commons
op_collection_id ftclarkuniv
language unknown
topic algorithm
biogeochemistry
climate change
dissolved organic matter
Landsat thematic mapper
permafrost
Pleistocene
sampling
satellite data
satellite imagery
spatiotemporal analysis
Remote Sensing
spellingShingle algorithm
biogeochemistry
climate change
dissolved organic matter
Landsat thematic mapper
permafrost
Pleistocene
sampling
satellite data
satellite imagery
spatiotemporal analysis
Remote Sensing
Griffin, Claire G.
Frey, Karen E.
Rogan, John
Holmes, Robert M.
Spatial and interannual variability of dissolved organic matter in the Kolyma River, East Siberia, observed using satellite imagery
topic_facet algorithm
biogeochemistry
climate change
dissolved organic matter
Landsat thematic mapper
permafrost
Pleistocene
sampling
satellite data
satellite imagery
spatiotemporal analysis
Remote Sensing
description The Kolyma River basin in northeastern Siberia, the sixth largest river basin draining to the Arctic Ocean, contains vast reserves of carbon in Pleistocene-aged permafrost soils. Permafrost degradation, as a result of climate change, may cause shifts in riverine biogeochemistry as this old source of organic matter is exposed. Satellite remote sensing offers an opportunity to complement and extrapolate field sampling of dissolved organic matter in this expansive and remote region. We develop empirically based algorithms that estimate chromophoric dissolved organic matter (CDOM) and dissolved organic carbon (DOC) in the Kolyma River and its major tributaries in the vicinity of Cherskiy, Russia. Field samples from July 2008 and 2009 were regressed against spectral data from the Landsat 5 Thematic Mapper and Landsat 7 Enhanced Thematic Mapper-Plus. A combination of Landsat band 3 and bands 2:1 resulted in an R2 of 0.78 between measured CDOM and satellite-derived predictions. Owing to the strong correlation between CDOM and DOC, the resulting maps of the region show strong interannual variability of both CDOM and DOC, and important spatial patterns such as mixing zones at river confluences and downstream loading of DOC. Such variability was previously unobserved through field-based point observations and suggests that current calculations of DOC flux from the Kolyma River to the Arctic Ocean may be underestimates. In this era of rapid climate change, permafrost degradation, and shifts in river discharge, remote sensing of CDOM and DOC offers a powerful, reliable tool to enhance our understanding of carbon cycling in major arctic river systems. Copyright 2011 by the American Geophysical Union.
format Text
author Griffin, Claire G.
Frey, Karen E.
Rogan, John
Holmes, Robert M.
author_facet Griffin, Claire G.
Frey, Karen E.
Rogan, John
Holmes, Robert M.
author_sort Griffin, Claire G.
title Spatial and interannual variability of dissolved organic matter in the Kolyma River, East Siberia, observed using satellite imagery
title_short Spatial and interannual variability of dissolved organic matter in the Kolyma River, East Siberia, observed using satellite imagery
title_full Spatial and interannual variability of dissolved organic matter in the Kolyma River, East Siberia, observed using satellite imagery
title_fullStr Spatial and interannual variability of dissolved organic matter in the Kolyma River, East Siberia, observed using satellite imagery
title_full_unstemmed Spatial and interannual variability of dissolved organic matter in the Kolyma River, East Siberia, observed using satellite imagery
title_sort spatial and interannual variability of dissolved organic matter in the kolyma river, east siberia, observed using satellite imagery
publisher Clark Digital Commons
publishDate 2011
url https://commons.clarku.edu/faculty_geography/236
https://doi.org/10.1029/2010JG001634
https://commons.clarku.edu/context/faculty_geography/article/1235/viewcontent/GeogFacWorks_Frey_SpatialInterannual_2011.pdf
long_lat ENVELOPE(161.332,161.332,68.753,68.753)
ENVELOPE(161.000,161.000,69.500,69.500)
geographic Arctic
Arctic Ocean
Cherskiy
Kolyma
geographic_facet Arctic
Arctic Ocean
Cherskiy
Kolyma
genre Arctic
Arctic Ocean
Cherskiy
Climate change
kolyma river
permafrost
Siberia
genre_facet Arctic
Arctic Ocean
Cherskiy
Climate change
kolyma river
permafrost
Siberia
op_source Geography
op_relation https://commons.clarku.edu/faculty_geography/236
doi:10.1029/2010JG001634
https://commons.clarku.edu/context/faculty_geography/article/1235/viewcontent/GeogFacWorks_Frey_SpatialInterannual_2011.pdf
op_doi https://doi.org/10.1029/2010JG001634
container_title Journal of Geophysical Research
container_volume 116
container_issue G3
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