Comparison of MODIS-derived land surface temperatures with ground surface and air temperature measurements in continuous permafrost terrain

Obtaining high resolution records of surface temperature from satellite sensors is important in the Arctic because meteorological stations are scarce and widely scattered in those vast and remote regions. Surface temperature is the primary climatic factor that governs the existence, spatial distribu...

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Published in:The Cryosphere
Main Authors: S. Hachem, C. R. Duguay, M. Allard
Format: Article in Journal/Newspaper
Language:English
Published: Copernicus Publications 2012
Subjects:
Online Access:https://doi.org/10.5194/tc-6-51-2012
https://doaj.org/article/b90cccb2f82d4ea7a8a3a41e04a9c520
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spelling ftdoajarticles:oai:doaj.org/article:b90cccb2f82d4ea7a8a3a41e04a9c520 2023-05-15T15:17:27+02:00 Comparison of MODIS-derived land surface temperatures with ground surface and air temperature measurements in continuous permafrost terrain S. Hachem C. R. Duguay M. Allard 2012-01-01T00:00:00Z https://doi.org/10.5194/tc-6-51-2012 https://doaj.org/article/b90cccb2f82d4ea7a8a3a41e04a9c520 EN eng Copernicus Publications http://www.the-cryosphere.net/6/51/2012/tc-6-51-2012.pdf https://doaj.org/toc/1994-0416 https://doaj.org/toc/1994-0424 doi:10.5194/tc-6-51-2012 1994-0416 1994-0424 https://doaj.org/article/b90cccb2f82d4ea7a8a3a41e04a9c520 The Cryosphere, Vol 6, Iss 1, Pp 51-69 (2012) Environmental sciences GE1-350 Geology QE1-996.5 article 2012 ftdoajarticles https://doi.org/10.5194/tc-6-51-2012 2022-12-31T04:39:24Z Obtaining high resolution records of surface temperature from satellite sensors is important in the Arctic because meteorological stations are scarce and widely scattered in those vast and remote regions. Surface temperature is the primary climatic factor that governs the existence, spatial distribution and thermal regime of permafrost which is a major component of the terrestrial cryosphere. Land Surface (skin) Temperatures (LST) derived from the Moderate Resolution Imaging Spectroradiometer (MODIS) sensor aboard the Terra and Aqua satellite platforms provide spatial estimates of near-surface temperature values. In this study, LST values from MODIS are compared to ground-based near-surface air ( T air ) and ground surface temperature (GST) measurements obtained from 2000 to 2008 at herbaceous and shrub tundra sites located in the continuous permafrost zone of Northern Québec, Nunavik, Canada, and of the North Slope of Alaska, USA. LSTs (temperatures at the surface materials-atmosphere interface) are found to be better correlated with T air (1–3 m above the ground) than with available GST (3–5 cm below the ground surface). As T air is most often used by the permafrost community, this study focused on this parameter. LSTs are in stronger agreement with T air during the snow cover season than in the snow free season. Combining Aqua and Terra LST-Day and LST-Nigh acquisitions into a mean daily value provides a large number of LST observations and a better overall agreement with T air . Comparison between mean daily LSTs and mean daily T air , for all sites and all seasons pooled together yields a very high correlation ( R = 0.97; mean difference (MD) = 1.8 °C; and standard deviation of MD (SD) = 4.0 °C). The large SD can be explained by the influence of surface heterogeneity within the MODIS 1 km 2 grid cells, the presence of undetected clouds and the inherent difference between LST and T air . Retrieved over several years, MODIS LSTs offer a great potential for monitoring surface temperature changes in ... Article in Journal/Newspaper Arctic north slope permafrost The Cryosphere Tundra Alaska Nunavik Directory of Open Access Journals: DOAJ Articles Arctic Canada Nunavik The Cryosphere 6 1 51 69
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Environmental sciences
GE1-350
Geology
QE1-996.5
spellingShingle Environmental sciences
GE1-350
Geology
QE1-996.5
S. Hachem
C. R. Duguay
M. Allard
Comparison of MODIS-derived land surface temperatures with ground surface and air temperature measurements in continuous permafrost terrain
topic_facet Environmental sciences
GE1-350
Geology
QE1-996.5
description Obtaining high resolution records of surface temperature from satellite sensors is important in the Arctic because meteorological stations are scarce and widely scattered in those vast and remote regions. Surface temperature is the primary climatic factor that governs the existence, spatial distribution and thermal regime of permafrost which is a major component of the terrestrial cryosphere. Land Surface (skin) Temperatures (LST) derived from the Moderate Resolution Imaging Spectroradiometer (MODIS) sensor aboard the Terra and Aqua satellite platforms provide spatial estimates of near-surface temperature values. In this study, LST values from MODIS are compared to ground-based near-surface air ( T air ) and ground surface temperature (GST) measurements obtained from 2000 to 2008 at herbaceous and shrub tundra sites located in the continuous permafrost zone of Northern Québec, Nunavik, Canada, and of the North Slope of Alaska, USA. LSTs (temperatures at the surface materials-atmosphere interface) are found to be better correlated with T air (1–3 m above the ground) than with available GST (3–5 cm below the ground surface). As T air is most often used by the permafrost community, this study focused on this parameter. LSTs are in stronger agreement with T air during the snow cover season than in the snow free season. Combining Aqua and Terra LST-Day and LST-Nigh acquisitions into a mean daily value provides a large number of LST observations and a better overall agreement with T air . Comparison between mean daily LSTs and mean daily T air , for all sites and all seasons pooled together yields a very high correlation ( R = 0.97; mean difference (MD) = 1.8 °C; and standard deviation of MD (SD) = 4.0 °C). The large SD can be explained by the influence of surface heterogeneity within the MODIS 1 km 2 grid cells, the presence of undetected clouds and the inherent difference between LST and T air . Retrieved over several years, MODIS LSTs offer a great potential for monitoring surface temperature changes in ...
format Article in Journal/Newspaper
author S. Hachem
C. R. Duguay
M. Allard
author_facet S. Hachem
C. R. Duguay
M. Allard
author_sort S. Hachem
title Comparison of MODIS-derived land surface temperatures with ground surface and air temperature measurements in continuous permafrost terrain
title_short Comparison of MODIS-derived land surface temperatures with ground surface and air temperature measurements in continuous permafrost terrain
title_full Comparison of MODIS-derived land surface temperatures with ground surface and air temperature measurements in continuous permafrost terrain
title_fullStr Comparison of MODIS-derived land surface temperatures with ground surface and air temperature measurements in continuous permafrost terrain
title_full_unstemmed Comparison of MODIS-derived land surface temperatures with ground surface and air temperature measurements in continuous permafrost terrain
title_sort comparison of modis-derived land surface temperatures with ground surface and air temperature measurements in continuous permafrost terrain
publisher Copernicus Publications
publishDate 2012
url https://doi.org/10.5194/tc-6-51-2012
https://doaj.org/article/b90cccb2f82d4ea7a8a3a41e04a9c520
geographic Arctic
Canada
Nunavik
geographic_facet Arctic
Canada
Nunavik
genre Arctic
north slope
permafrost
The Cryosphere
Tundra
Alaska
Nunavik
genre_facet Arctic
north slope
permafrost
The Cryosphere
Tundra
Alaska
Nunavik
op_source The Cryosphere, Vol 6, Iss 1, Pp 51-69 (2012)
op_relation http://www.the-cryosphere.net/6/51/2012/tc-6-51-2012.pdf
https://doaj.org/toc/1994-0416
https://doaj.org/toc/1994-0424
doi:10.5194/tc-6-51-2012
1994-0416
1994-0424
https://doaj.org/article/b90cccb2f82d4ea7a8a3a41e04a9c520
op_doi https://doi.org/10.5194/tc-6-51-2012
container_title The Cryosphere
container_volume 6
container_issue 1
container_start_page 51
op_container_end_page 69
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