DOI: 10.1175/JCLI-D-12-00250.1
Scopus记录号: 2-s2.0-84874798044
论文题名: Evaluating cloud contamination in clear-sky MODIS Terra daytime land surface temperatures using ground-based meteorology station observations
作者: Williamson S.N. ; Hik D.S. ; Gamon J.A. ; Kavanaugh J.L. ; Koh S.
刊名: Journal of Climate
ISSN: 8948755
出版年: 2013
卷: 26, 期: 5 起始页码: 1551
结束页码: 1560
语种: 英语
Scopus关键词: Air temperature
; Average errors
; Climate record
; Cloud contamination
; Cloud masks
; Grid cells
; Grid-spacings
; Ground based
; Ground observations
; Highly-correlated
; Land cover
; Land surface temperature
; Maximum temperature
; Meteorological station
; Moderate resolution imaging spectroradiometer
; Satellite observations
; Sky condition
; Spatial location
; Surface observation
; Surface temperatures
; Warm surface
; Air quality standards
; Atmospheric temperature
; Contamination
; Meteorology
; Quality control
; Radiometers
; Remote sensing
; Satellite imagery
; air temperature
; algorithm
; clear sky
; cloud
; emissivity
; meteorology
; MODIS
; remote sensing
; surface temperature
英文摘要: Environment Canada meteorological station hourly sampled air temperatures Tair at four stations in the southwest Yukon were used to identify cloud contamination in the Moderate Resolution Imaging Spectroradiometer (MODIS) Terra clear-sky daytime land surface temperature (LST) and emissivity daily level-3 global 1-km grid product (MOD11A1, Collection 5) that is not flagged by the MODIS quality algorithm as contaminated. The additional cloudmasking used qualitative ground-based sky condition observations, collected at two of the four stations, and coincident MODIS quality flag information. The results indicate that air temperature observed at a variety of discrete spatial locations having different land cover is highly correlated with MODIS LST collected at 1-km grid spacing. Quadratic relationships between LST and air temperature, constrained by ground observations of "clear" sky conditions, show less variability than relationships found under "mainly clear" and "mostly cloudy" sky conditions, and themore clouds observed in the sky coincides with a decreasing y intercept.Analysis ofMODISLST and its associated quality flags showa cold bias (<0°C) in the assignment of the ≤3-K-average LST error, indicating MODIS LST has a maximum average error of ≤2 K over a warm surface (>0°C).Analysis of two observation stations shows that unidentified clouds inMODIS LST are between 13%and 17%, a result that agrees well with previous studies. Analysis of daytime values is important because many processes are dependent on daylight and maximum temperature. The daytime clear-sky LST-Tair relationship observed for the good-quality confirmed cloud-free-sky MODIS LST quality flag can be used to discriminate cloud-contaminated grid cells beyond the standard MODIS cloud mask. © 2013 American Meteorological Society. Citation statistics:
资源类型: 期刊论文
标识符: http://119.78.100.158/handle/2HF3EXSE/51978
Appears in Collections: 气候变化事实与影响
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作者单位: Department of Biological Sciences, University of Alberta, Edmonton, AB, Canada; Department of Biological Sciences, Department of Earth and Atmospheric Sciences, University of Alberta, Edmonton, AB, Canada; Department of Earth and Atmospheric Sciences, University of Alberta, Edmonton, AB, Canada; Department of Biological Sciences, University of Alberta, Edmonton, AB, Canada
Recommended Citation:
Williamson S.N.,Hik D.S.,Gamon J.A.,et al. Evaluating cloud contamination in clear-sky MODIS Terra daytime land surface temperatures using ground-based meteorology station observations[J]. Journal of Climate,2013-01-01,26(5)