Knowledge Resource Center for Ecological Environment in Arid Area
DOI | 10.1117/12.466824 |
MODIS Cloud Mask: Current situation and its improvements | |
Zhang, H; Frey, R; Ackerman, S; Gumley, L; Strabala, K; Menzel, P | |
通讯作者 | Zhang, H |
会议名称 | Conference on Applications with Weather Satellites |
会议日期 | OCT 24, 2002 |
会议地点 | HANGZHOU, PEOPLES R CHINA |
英文摘要 | The 36 channel Moderate Resolution Imaging Spectroradiometer (MODIS) offers the opportunity for multispectral approaches to cloud detection. The MODIS cloud mask developed at the Cooperative Institute for Meteorological Satellite Studies (CIMSS) uses several cloud detection tests to indicate a level of confidence that the MODIS is observing clear skies. The MODIS cloud mask algorithm identifies several conceptual domains according to surface type and solar illumination, including land, water, snow/ice, desert, and coast for both day and night. The updated cloud mask has many improvements, such as improved cloud/surface discrimination over desert regions, sun glint processing and thin cirrus detection. For non-snow-covered land areas, a clear sky confidence of 0.96 (probably clear) will be assigned if thresholds are met for three tests: 3.9-11 mum and 3.75-3.9 mum brightness temperature differences and a 1.24/0.55 mum reflectance ratio test. Values of these must be <15K, <11K and >2.0, respectively. A change has been made to the NIR (band 2) reflectance test for sun glint processing. The updated method is to calculate a cloud threshold as a linear function of sun-glint angle in three separate ranges. A new clear-sky restoral test was added where the ratio of band 17/18 reflectance is utilized to discriminate between low clouds and water surfaces. The thin cirrus thresholds using corrected band 26 (1.38 mum) reflectances were also modified. |
英文关键词 | MODIS cloud mask |
来源出版物 | APPLICATIONS WITH WEATHER SATELLITES |
ISSN | 0277-786X |
出版年 | 2003 |
卷号 | 4895 |
页码 | 236-241 |
ISBN | 0-8194-4681-5 |
出版者 | SPIE-INT SOC OPTICAL ENGINEERING |
类型 | Proceedings Paper |
语种 | 英语 |
国家 | USA |
收录类别 | CPCI-S |
WOS记录号 | WOS:000184286300027 |
WOS类目 | Engineering, Aerospace ; Meteorology & Atmospheric Sciences ; Imaging Science & Photographic Technology |
WOS研究方向 | Engineering ; Meteorology & Atmospheric Sciences ; Imaging Science & Photographic Technology |
资源类型 | 会议论文 |
条目标识符 | http://119.78.100.177/qdio/handle/2XILL650/294080 |
作者单位 | (1)Univ Wisconsin, Cooperat Inst Meteorol Satellite Studies, Madison, WI USA |
推荐引用方式 GB/T 7714 | Zhang, H,Frey, R,Ackerman, S,et al. MODIS Cloud Mask: Current situation and its improvements[C]:SPIE-INT SOC OPTICAL ENGINEERING,2003:236-241. |
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