Evaluations of land-ocean skin temperatures of the ISCCP satellite Retrievals and the NCEP and ERA reanalyses
This study evaluates the skin temperature (ST) datasets of the International Satellite Cloud Climatology Project (ISCCP) D satellite product, the ISCCP FD satellite product, the 40-yr ECMWF Re-Analysis (ERA-40), the NCEP-NCAR Reanalysis, and the NCEP-Department of Energy (DOE) Atmospheric Model Inte...
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Language: | English |
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2008
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Online Access: | http://hdl.handle.net/11455/45477 https://doi.org/10.1175/2007jcli1502.1 |
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ftnchunghsing:oai:ir.lib.nchu.edu.tw:11455/45477 2023-05-15T18:17:53+02:00 Evaluations of land-ocean skin temperatures of the ISCCP satellite Retrievals and the NCEP and ERA reanalyses Tsuang, B.J. 莊秉潔 Chou, M.D. Zhang, Y. Roesch, A. Yang, K. 2008 http://hdl.handle.net/11455/45477 https://doi.org/10.1175/2007jcli1502.1 en_US eng #PLACEHOLDER_PARENT_METADATA_VALUE# Journal of Climate Journal of Climate, Volume 21, Issue 2, Page(s) 308-330. http://dx.doi.org/10.1175/2007jcli1502.1 0894-8755 http://hdl.handle.net/11455/45477 doi:10.1175/2007jcli1502.1 none earth radiation budget boundary-layer surface-temperature ncar reanalysis experiment erbe model climate database validation resolution Journal Article 2008 ftnchunghsing https://doi.org/10.1175/2007jcli1502.1 2021-06-26T20:27:13Z This study evaluates the skin temperature (ST) datasets of the International Satellite Cloud Climatology Project (ISCCP) D satellite product, the ISCCP FD satellite product, the 40-yr ECMWF Re-Analysis (ERA-40), the NCEP-NCAR Reanalysis, and the NCEP-Department of Energy (DOE) Atmospheric Model Intercomparison Project (AMIP)-II Reanalysis. The monthly anomalies of all the datasets are correlated to each other and to most of the ground-truth stations with correlation coefficients > 0.50. To evaluate their qualities, the 5 ST datasets are used to calculate clear-sky (CS) outgoing longwave radiation (OLR) and upward surface longwave radiation (USLR); the results are compared with the Earth Radiation Budget Experiment (ERBE) satellite observation and 14 surface stations. The satellite-derived STs and ERA- 40 ST tend to bias high on hot deserts (e.g., Sahara Desert), and the reanalyzed STs tend to bias low in mountain areas ( e. g., Tibet). In Northern Hemisphere high-latitude regions ( tundra, wetlands, deciduous needle-leaf forests, and sea ice), the CS OLR anomalies calculated using the satellite-derived STs have higher correlations and lower root-mean-squared errors with the ERBE satellite observation than those derived from using the reanalyzed STs. ERA- 40 underestimates the amplitude of the seasonal ST over glaciers. All the reanalysis products (ERA-40, NCEP-NCAR, and NCEP-DOE AMIP-II) overestimate the ST during partial sea ice-covered periods in the middle-high-latitude oceans. Nonetheless, suspected spurious noises with an amplitude of 2 K in the satellite- derived STs produce a physically unviable anomaly over earth's surface where the amplitude of the anomaly is weak (such as open-water bodies, croplands, rain forest, grasslands, hot deserts, and cold deserts). Better land - ocean - ice schemes for a reanalysis should be developed for desert regions, high plateaus, fractional sea ice - covered oceans, and seasonally snow-covered lands, where the largest ST errors are identified. Article in Journal/Newspaper Sea ice Tundra National Chung Hsing University Institutional Repository - NCHUIR Journal of Climate 21 2 308 330 |
institution |
Open Polar |
collection |
National Chung Hsing University Institutional Repository - NCHUIR |
op_collection_id |
ftnchunghsing |
language |
English |
topic |
earth radiation budget boundary-layer surface-temperature ncar reanalysis experiment erbe model climate database validation resolution |
spellingShingle |
earth radiation budget boundary-layer surface-temperature ncar reanalysis experiment erbe model climate database validation resolution Tsuang, B.J. 莊秉潔 Chou, M.D. Zhang, Y. Roesch, A. Yang, K. Evaluations of land-ocean skin temperatures of the ISCCP satellite Retrievals and the NCEP and ERA reanalyses |
topic_facet |
earth radiation budget boundary-layer surface-temperature ncar reanalysis experiment erbe model climate database validation resolution |
description |
This study evaluates the skin temperature (ST) datasets of the International Satellite Cloud Climatology Project (ISCCP) D satellite product, the ISCCP FD satellite product, the 40-yr ECMWF Re-Analysis (ERA-40), the NCEP-NCAR Reanalysis, and the NCEP-Department of Energy (DOE) Atmospheric Model Intercomparison Project (AMIP)-II Reanalysis. The monthly anomalies of all the datasets are correlated to each other and to most of the ground-truth stations with correlation coefficients > 0.50. To evaluate their qualities, the 5 ST datasets are used to calculate clear-sky (CS) outgoing longwave radiation (OLR) and upward surface longwave radiation (USLR); the results are compared with the Earth Radiation Budget Experiment (ERBE) satellite observation and 14 surface stations. The satellite-derived STs and ERA- 40 ST tend to bias high on hot deserts (e.g., Sahara Desert), and the reanalyzed STs tend to bias low in mountain areas ( e. g., Tibet). In Northern Hemisphere high-latitude regions ( tundra, wetlands, deciduous needle-leaf forests, and sea ice), the CS OLR anomalies calculated using the satellite-derived STs have higher correlations and lower root-mean-squared errors with the ERBE satellite observation than those derived from using the reanalyzed STs. ERA- 40 underestimates the amplitude of the seasonal ST over glaciers. All the reanalysis products (ERA-40, NCEP-NCAR, and NCEP-DOE AMIP-II) overestimate the ST during partial sea ice-covered periods in the middle-high-latitude oceans. Nonetheless, suspected spurious noises with an amplitude of 2 K in the satellite- derived STs produce a physically unviable anomaly over earth's surface where the amplitude of the anomaly is weak (such as open-water bodies, croplands, rain forest, grasslands, hot deserts, and cold deserts). Better land - ocean - ice schemes for a reanalysis should be developed for desert regions, high plateaus, fractional sea ice - covered oceans, and seasonally snow-covered lands, where the largest ST errors are identified. |
format |
Article in Journal/Newspaper |
author |
Tsuang, B.J. 莊秉潔 Chou, M.D. Zhang, Y. Roesch, A. Yang, K. |
author_facet |
Tsuang, B.J. 莊秉潔 Chou, M.D. Zhang, Y. Roesch, A. Yang, K. |
author_sort |
Tsuang, B.J. |
title |
Evaluations of land-ocean skin temperatures of the ISCCP satellite Retrievals and the NCEP and ERA reanalyses |
title_short |
Evaluations of land-ocean skin temperatures of the ISCCP satellite Retrievals and the NCEP and ERA reanalyses |
title_full |
Evaluations of land-ocean skin temperatures of the ISCCP satellite Retrievals and the NCEP and ERA reanalyses |
title_fullStr |
Evaluations of land-ocean skin temperatures of the ISCCP satellite Retrievals and the NCEP and ERA reanalyses |
title_full_unstemmed |
Evaluations of land-ocean skin temperatures of the ISCCP satellite Retrievals and the NCEP and ERA reanalyses |
title_sort |
evaluations of land-ocean skin temperatures of the isccp satellite retrievals and the ncep and era reanalyses |
publishDate |
2008 |
url |
http://hdl.handle.net/11455/45477 https://doi.org/10.1175/2007jcli1502.1 |
genre |
Sea ice Tundra |
genre_facet |
Sea ice Tundra |
op_relation |
#PLACEHOLDER_PARENT_METADATA_VALUE# Journal of Climate Journal of Climate, Volume 21, Issue 2, Page(s) 308-330. http://dx.doi.org/10.1175/2007jcli1502.1 0894-8755 http://hdl.handle.net/11455/45477 doi:10.1175/2007jcli1502.1 |
op_rights |
none |
op_doi |
https://doi.org/10.1175/2007jcli1502.1 |
container_title |
Journal of Climate |
container_volume |
21 |
container_issue |
2 |
container_start_page |
308 |
op_container_end_page |
330 |
_version_ |
1766193302245212160 |