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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Copernicus Publications
2012
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Online Access: | https://doi.org/10.5194/tc-6-51-2012 https://doaj.org/article/b90cccb2f82d4ea7a8a3a41e04a9c520 |
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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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1766347695435284480 |