Spatiotemporal variations of snow cover in northeast China based on flexible multiday combinations of moderate resolution imaging spectroradiometer snow cover products
作者： Shengbo Chen , Qian Yang , Hongjie Xie , Haijun Zhang , Peng Lu
关键词:
摘要: Daily moderate resolution imaging spectroradiometer (MODIS) (Terra and Aqua) snow cover products are used to produce flexible multiday combinations for each hydrological year between October 2003 September 2013 in northeast China. Compared with situ observations, the daily achieve overall accuracy of 47.51 76.52%, respectively, which is MODIS Terra 30.57% Aqua under all-sky conditions. Snow fraction, day map (SCD), onset date (SCOD), end (SCED), index (SCI) then generated. The highest SCD, earliest SCOD, latest SCED always located southern edge Da Hinggan Mountain Changbai Mountain, followed by Xiao Mountain. SCI negatively correlated air temperature, a correlation coefficient −0.73 ( p ) snowfall season; positively precipitation, but insignificant at 95% level. This suggests that more sensitive temperature than precipitation. In other words, continuous increase due global warming long term will result reducing cover, gracious water resource China, although relative decrease recent 10 years has resulted increase.ow increase.
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sci-hub.se 参考文章(26)
J. Parajka, G. Blöschl, Spatio‐temporal combination of MODIS images – potential for snow cover mapping Water Resources Research. ,vol. 44, ,(2008) , 10.1029/2007WR006204
Guoqing Zhang, Hongjie Xie, Tandong Yao, Tiangang Liang, Shichang Kang, Snow cover dynamics of four lake basins over Tibetan Plateau using time series MODIS data (2001–2010) Water Resources Research. ,vol. 48, ,(2012) , 10.1029/2012WR011971
Steven S. Carroll, Thomas R. Carroll, Effect of uneven snow cover on airborne snow water equivalent estimates obtained by measuring terrestrial gamma radiation Water Resources Research. ,vol. 25, pp. 1505- 1510 ,(1989) , 10.1029/WR025I007P01505
M MATSON, NOAA satellite snow cover data Global and Planetary Change. ,vol. 4, pp. 213- 218 ,(1991) , 10.1016/0921-8181(91)90095-E
V.V Salomonson, I Appel, Estimating fractional snow cover from MODIS using the normalized difference snow index Remote Sensing of Environment. ,vol. 89, pp. 351- 360 ,(2004) , 10.1016/J.RSE.2003.10.016
D ROBINSON, Merging operational satellite and historical station snow cover data to monitor climate change Global and Planetary Change. ,vol. 4, pp. 235- 240 ,(1991) , 10.1016/0921-8181(91)90099-I
Hongjie Xie, Xianwei Wang, Tiangang Liang, Development and assessment of combined Terra and Aqua snow cover products in Colorado Plateau, USA and northern Xinjiang, China Journal of Applied Remote Sensing. ,vol. 3, pp. 033559- 033559 ,(2009) , 10.1117/1.3265996
Dorothy K. Hall, George A. Riggs, Vincent V. Salomonson, Development of methods for mapping global snow cover using moderate resolution imaging spectroradiometer data Remote Sensing of Environment. ,vol. 54, pp. 127- 140 ,(1995) , 10.1016/0034-4257(95)00137-P
Yang Gao, Hongjie Xie, Tandong Yao, Chongsheng Xue, Integrated assessment on multi-temporal and multi-sensor combinations for reducing cloud obscuration of MODIS snow cover products of the Pacific Northwest USA Remote Sensing of Environment. ,vol. 114, pp. 1662- 1675 ,(2010) , 10.1016/J.RSE.2010.02.017
J.J. Simpson, J.R. Stitt, M. Sienko, Improved estimates of the areal extent of snow cover from AVHRR data Journal of Hydrology. ,vol. 204, pp. 1- 23 ,(1998) , 10.1016/S0022-1694(97)00087-5