Upscaling surface energy fluxes over the North Slope of Alaska using airborne eddy-covariance measurements and environmental response functions
The goal of this study is to scale aircraft measured fluxes of sensible and latent heat to the North Slope of Alaska and develop high resolution flux maps. For this purpose we analyzed an eddy-covariance data set obtained by the research aircraft POLAR 5 as part of the AIRMETH-2012 campaign, and inv...
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Online Access: | https://epic.awi.de/id/eprint/47695/ https://epic.awi.de/id/eprint/47695/1/2018_EUCOP5_Book_of_abstracts.pdf https://hal.archives-ouvertes.fr/hal-01816115 https://hdl.handle.net/10013/epic.28477292-1e36-4d12-8558-e413fceff086 |
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ftawi:oai:epic.awi.de:47695 2024-09-15T18:25:03+00:00 Upscaling surface energy fluxes over the North Slope of Alaska using airborne eddy-covariance measurements and environmental response functions Serafimovic, Andrei Metzger, Stefan Hartmann, Jörg Kohnert, Katrin Zona, Donatella Sachs, Torsten 2018-07-01 application/pdf https://epic.awi.de/id/eprint/47695/ https://epic.awi.de/id/eprint/47695/1/2018_EUCOP5_Book_of_abstracts.pdf https://hal.archives-ouvertes.fr/hal-01816115 https://hdl.handle.net/10013/epic.28477292-1e36-4d12-8558-e413fceff086 unknown Publisher Laboratoire EDYTEM - UMR5204 Université Savoie Mont Blanc Bâtiment « Pôle Montagne » 5 bd de la mer Caspienne F-73376 Le Bourget du Lac cedex https://epic.awi.de/id/eprint/47695/1/2018_EUCOP5_Book_of_abstracts.pdf Serafimovic, A. , Metzger, S. , Hartmann, J. , Kohnert, K. , Zona, D. and Sachs, T. (2018) Upscaling surface energy fluxes over the North Slope of Alaska using airborne eddy-covariance measurements and environmental response functions , 5th European Conference on Permafrost, Chamonix, France, June 2018 - July 2018 . hdl:10013/epic.28477292-1e36-4d12-8558-e413fceff086 EPIC35th European Conference on Permafrost, Chamonix, France, 2018-06-2018-07Chamonix, France, Publisher Laboratoire EDYTEM - UMR5204 Université Savoie Mont Blanc Bâtiment « Pôle Montagne » 5 bd de la mer Caspienne F-73376 Le Bourget du Lac cedex Conference notRev 2018 ftawi 2024-06-24T04:19:47Z The goal of this study is to scale aircraft measured fluxes of sensible and latent heat to the North Slope of Alaska and develop high resolution flux maps. For this purpose we analyzed an eddy-covariance data set obtained by the research aircraft POLAR 5 as part of the AIRMETH-2012 campaign, and investigated the spatial patterning of energy fluxes. Environmental response functions between flux observations and corresponding biophysical and meteorological drivers were estimated using a combination of time-frequency decomposition, dispersion modeling and machine learning. The extracted relationships are then used to scale observational data across heterogeneous Arctic landscapes, thus improving the spatial coverage and representativeness of the energy fluxes. Maps of projected energy fluxes are used to asses energy partitioning in northern ecosystems and to determine dominant energy exchange processes of permafrost area. Conference Object north slope permafrost Alaska Alfred Wegener Institute for Polar- and Marine Research (AWI): ePIC (electronic Publication Information Center) |
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 |
The goal of this study is to scale aircraft measured fluxes of sensible and latent heat to the North Slope of Alaska and develop high resolution flux maps. For this purpose we analyzed an eddy-covariance data set obtained by the research aircraft POLAR 5 as part of the AIRMETH-2012 campaign, and investigated the spatial patterning of energy fluxes. Environmental response functions between flux observations and corresponding biophysical and meteorological drivers were estimated using a combination of time-frequency decomposition, dispersion modeling and machine learning. The extracted relationships are then used to scale observational data across heterogeneous Arctic landscapes, thus improving the spatial coverage and representativeness of the energy fluxes. Maps of projected energy fluxes are used to asses energy partitioning in northern ecosystems and to determine dominant energy exchange processes of permafrost area. |
format |
Conference Object |
author |
Serafimovic, Andrei Metzger, Stefan Hartmann, Jörg Kohnert, Katrin Zona, Donatella Sachs, Torsten |
spellingShingle |
Serafimovic, Andrei Metzger, Stefan Hartmann, Jörg Kohnert, Katrin Zona, Donatella Sachs, Torsten Upscaling surface energy fluxes over the North Slope of Alaska using airborne eddy-covariance measurements and environmental response functions |
author_facet |
Serafimovic, Andrei Metzger, Stefan Hartmann, Jörg Kohnert, Katrin Zona, Donatella Sachs, Torsten |
author_sort |
Serafimovic, Andrei |
title |
Upscaling surface energy fluxes over the North Slope of Alaska using airborne eddy-covariance measurements and environmental response functions |
title_short |
Upscaling surface energy fluxes over the North Slope of Alaska using airborne eddy-covariance measurements and environmental response functions |
title_full |
Upscaling surface energy fluxes over the North Slope of Alaska using airborne eddy-covariance measurements and environmental response functions |
title_fullStr |
Upscaling surface energy fluxes over the North Slope of Alaska using airborne eddy-covariance measurements and environmental response functions |
title_full_unstemmed |
Upscaling surface energy fluxes over the North Slope of Alaska using airborne eddy-covariance measurements and environmental response functions |
title_sort |
upscaling surface energy fluxes over the north slope of alaska using airborne eddy-covariance measurements and environmental response functions |
publisher |
Publisher Laboratoire EDYTEM - UMR5204 Université Savoie Mont Blanc Bâtiment « Pôle Montagne » 5 bd de la mer Caspienne F-73376 Le Bourget du Lac cedex |
publishDate |
2018 |
url |
https://epic.awi.de/id/eprint/47695/ https://epic.awi.de/id/eprint/47695/1/2018_EUCOP5_Book_of_abstracts.pdf https://hal.archives-ouvertes.fr/hal-01816115 https://hdl.handle.net/10013/epic.28477292-1e36-4d12-8558-e413fceff086 |
genre |
north slope permafrost Alaska |
genre_facet |
north slope permafrost Alaska |
op_source |
EPIC35th European Conference on Permafrost, Chamonix, France, 2018-06-2018-07Chamonix, France, Publisher Laboratoire EDYTEM - UMR5204 Université Savoie Mont Blanc Bâtiment « Pôle Montagne » 5 bd de la mer Caspienne F-73376 Le Bourget du Lac cedex |
op_relation |
https://epic.awi.de/id/eprint/47695/1/2018_EUCOP5_Book_of_abstracts.pdf Serafimovic, A. , Metzger, S. , Hartmann, J. , Kohnert, K. , Zona, D. and Sachs, T. (2018) Upscaling surface energy fluxes over the North Slope of Alaska using airborne eddy-covariance measurements and environmental response functions , 5th European Conference on Permafrost, Chamonix, France, June 2018 - July 2018 . hdl:10013/epic.28477292-1e36-4d12-8558-e413fceff086 |
_version_ |
1810465461760950272 |