An application of MODIS data to snow cover monitoring in a pastoral area: A case study in Northern Xinjiang, China

• Published in: Remote sensing of environment Vol. 112; no. 4; pp. 1514 - 1526
• Main Authors: Liang, Tian Gang, Huang, Xiao Dong, Wu, Cai Xia, Liu, Xing Yuan, Li, Wen Long, Guo, Zheng Gang, Ren, Ji Zhou
• Format: Journal Article
• Language: English
• Published: New York, NY Elsevier Inc 15.04.2008; Elsevier Science
• Subjects: Applied geophysics; Earth sciences; Earth, ocean, space; Exact sciences and technology; Hydrology; Hydrology. Hydrogeology; Internal geophysics; MODIS; Multiple day composite; Northern Xinjiang; Overall agreement; Snow cover; Xinjiang China; Far East; Asia; China; China, People's Rep., Xinjiang; China, People's Rep; Overall agreement; Snow cover; Northern Xinjiang; MODIS; Multiple day composite; algorithms; Earth Observing System; accuracy; Disaster; dynamics; Plant cover; land cover; preventive measures; Terra satellite; Dynamic characteristic; NASA; Space remote sensing; utilization; cartography; monitoring; in situ; depth; snow; Observation data; seasonal variations
• ISSN: 0034-4257; 1879-0704
• DOI: 10.1016/j.rse.2007.06.001

Snow is an important land cover on the earth's surface. It is characterized by its changing nature. Monitoring snow cover extent plays a significant role in dynamic studies and prevention of snow-caused disasters in pastoral areas. Using NASA EOS Terra/MODIS snow cover products and in situ observation data during the four snow seasons from November 1 to March 31 of year 2001 to 2005 in northern Xinjiang area, the accuracy of MODIS snow cover mapping algorithm under varied snow depth and land cover types was analyzed. The overall accuracy of MODIS daily snow cover mapping algorithm in clear sky condition is high at 98.5%; snow agreement reaches 98.2%, and ranges from 77.8% to 100% over the 4-year period for individual sites. Snow depth (SD) is one of the major factors affecting the accuracy of MODIS snow cover maps. MODIS does not identify any snow for SD less than 0.5 cm. The overall accuracy increases with snow depth if SD is equal to or greater than 3 cm, and decreases for SD below 3 cm. Land cover has an important influence in the accuracy of MODIS snow cover maps. The use of MOD10A1 snow cover products is severely affected by cloud cover. The 8-day composite products of MOD10A2 can effectively minimize the effect of cloud cover in most cases. Cloud cover in excess of 10% occurs on 99% of the MOD10A1 products and 14.7% of the MOD10A2 products analyzed during the four snow seasons. User-defined multiple day composite images based on MOD10A1, with flexibilities of selecting composite period, starting and ending date and composite sequence of MOD10A1 products, have an advantage in effectively monitoring snow cover extent for regional snow-caused disasters in pastoral areas.