Title :
Method for Detecting Snow Lines From MODIS Data and Assessment of Changes in the Nianqingtanglha Mountains of the Tibet Plateau
Author :
Lei, Liping ; Zeng, Zhaocheng ; Zhang, Bing
Author_Institution :
Key Lab. of Digital Earth, Center for Earth Obs. & Digital Earth, Beijing, China
fDate :
6/1/2012 12:00:00 AM
Abstract :
Change in the snow line elevation (SLE) in the mountains, which is generally sensitive to climate change, is one of the indicators used to monitor climatic behavior. We propose a method to extract the snow line of the minimum snow cover extent using the multi-temporal MODerate-resolution Imaging Spectroradiometer (MODIS) reflectance data combining with higher-spatial-resolution Digital Elevation Model (DEM) data in high mountain area. The changes in the SLE of minimum snow cover and their response to climate warming were assessed from 2000 to 2009 in the Nianqingtanglha mountains in the Tibet Plateau. The results show that the annual mean SLE rose from 5733 m in 2004 to 5828 m in 2009. The variability of SLE, moreover, demonstrated a significant correlation with temperature (R2 = 0.82) and precipitation (R2 = 0.65). Our study indicates that the SLE of the minimum snow cover every year can be better detected taking the advantage of MODIS multi-temporal data and combining with higher spatial resolution DEM data which guarantees enough snow line pixels to perform sound statistical analyses.
Keywords :
atmospheric precipitation; atmospheric temperature; climatology; data assimilation; digital elevation models; radiometry; remote sensing; snow; AD 2000 to 2009; China; DEM data; MODIS data; Moderate Resolution Imaging Spectroradiometer; Nianqingtanglha Mountains; Tibet Plateau; altitude 5733 m; altitude 5828 m; atmospheric precipitation; atmospheric temperature; climate change; climate warming; climatic behavior monitoring; digital elevation model; high mountain area; minimum snow cover extent; multitemporal MODIS reflectance data; snow line detection method; snow line elevation change; statistical analysis; Data mining; Earth; MODIS; Remote sensing; Satellites; Snow; DEM; MODIS; Tibet Plateau; minimum snow cover extent; snow line; temperature;
Journal_Title :
Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of
DOI :
10.1109/JSTARS.2012.2200654