Change in surface energy balance in Alaska due to fire and spring warming, based on upscaling eddy covariance measurements. Issue 10 (9th October 2014)
- Record Type:
- Journal Article
- Title:
- Change in surface energy balance in Alaska due to fire and spring warming, based on upscaling eddy covariance measurements. Issue 10 (9th October 2014)
- Main Title:
- Change in surface energy balance in Alaska due to fire and spring warming, based on upscaling eddy covariance measurements
- Authors:
- Ueyama, Masahito
Ichii, Kazuhito
Iwata, Hiroki
Euskirchen, Eugénie S.
Zona, Donatella
Rocha, Adrian V.
Harazono, Yoshinobu
Iwama, Chie
Nakai, Taro
Oechel, Walter C. - Abstract:
- <abstract abstract-type="main"> <title>Abstract</title> <p>Warming in northern high latitudes has changed the energy balance between terrestrial ecosystems and the atmosphere. This study evaluated changes in regional surface energy exchange in Alaska from 2000 to 2011 when substantial declines in spring snow cover due to spring warming and large‐scale fire events were observed. Energy fluxes from a network of 20 eddy covariance sites were upscaled using a support vector regression (SVR) model, by combining satellite remote sensing data and global climate data. Based on site‐scale analysis, SVR reproduced observed net radiation, sensible heat flux, latent heat flux, and ground heat flux; 8 day root‐mean‐square errors for these variables were 15, 10, 9, and 3 W m<sup>−2</sup>, respectively. Based on upscaled fluxes, decreases in spring snow cover induced an increase in surface net radiation, a net heating effect, of 0.56 W m<sup>−2</sup> decade<sup>−1</sup>. This heating effect was comparable to the net cooling effect due to increased fire extent during the study period (up to 0.59 W m<sup>−2</sup> decade<sup>−1</sup>). These land cover effects were larger than the change in the energy forcing associated with CO<sub>2</sub> balance for the Alaska region. Spring warming and postfire land cover change increased the regional latent heat flux. The regional sensible heat flux decreased with the postfire land cover change. Our results highlight the importance of positive spring snow<abstract abstract-type="main"> <title>Abstract</title> <p>Warming in northern high latitudes has changed the energy balance between terrestrial ecosystems and the atmosphere. This study evaluated changes in regional surface energy exchange in Alaska from 2000 to 2011 when substantial declines in spring snow cover due to spring warming and large‐scale fire events were observed. Energy fluxes from a network of 20 eddy covariance sites were upscaled using a support vector regression (SVR) model, by combining satellite remote sensing data and global climate data. Based on site‐scale analysis, SVR reproduced observed net radiation, sensible heat flux, latent heat flux, and ground heat flux; 8 day root‐mean‐square errors for these variables were 15, 10, 9, and 3 W m<sup>−2</sup>, respectively. Based on upscaled fluxes, decreases in spring snow cover induced an increase in surface net radiation, a net heating effect, of 0.56 W m<sup>−2</sup> decade<sup>−1</sup>. This heating effect was comparable to the net cooling effect due to increased fire extent during the study period (up to 0.59 W m<sup>−2</sup> decade<sup>−1</sup>). These land cover effects were larger than the change in the energy forcing associated with CO<sub>2</sub> balance for the Alaska region. Spring warming and postfire land cover change increased the regional latent heat flux. The regional sensible heat flux decreased with the postfire land cover change. Our results highlight the importance of positive spring snow albedo feedback to climate and a postfire negative feedback under the expected warming climate in the Arctic.</p> </abstract> … (more)
- Is Part Of:
- Journal of geophysical research. Volume 119:Issue 10(2014)
- Journal:
- Journal of geophysical research
- Issue:
- Volume 119:Issue 10(2014)
- Issue Display:
- Volume 119, Issue 10 (2014)
- Year:
- 2014
- Volume:
- 119
- Issue:
- 10
- Issue Sort Value:
- 2014-0119-0010-0000
- Page Start:
- 1947
- Page End:
- 1969
- Publication Date:
- 2014-10-09
- Subjects:
- Geobiology -- Periodicals
Biogeochemistry -- Periodicals
Biotic communities -- Periodicals
Geophysics -- Periodicals
577.14 - Journal URLs:
- http://onlinelibrary.wiley.com/journal/10.1002/(ISSN)2169-8961 ↗
http://onlinelibrary.wiley.com/ ↗ - DOI:
- 10.1002/2014JG002717 ↗
- Languages:
- English
- ISSNs:
- 2169-8953
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 4995.003000
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