Evaluating global snow water equivalent products for testing land surface models

Barnes, 1998, Prelaunch characteristics of the moderate resolution imaging spectroradiometer (modis) on eos-am1, IEEE Transactions on Geoscience and Remote Sensing, 36, 1,088, 10.1109/36.700993 Best, 2005, JULES technical documentation Blyth, 2010, A comprehensive set of benchmark tests for a land surface model of simultaneous fluxes of water and carbon at both the global and seasonal scale, Geoscience Model Development Discussion, 3, 1829, 10.5194/gmdd-3-1829-2010 Boone, 2006, The impact of simulated soil temperatures on the estimation of snow depth over Siberia from SSM/I compared to a multi-model climatology, Remote Sensing of Environment, 101, 482, 10.1016/j.rse.2006.01.014 Brodzik, 2005, The effect of sensor differences in deriving long-term trends from satellite passive microwave snow extent and snow water equivalent Brodzik, M. J., Armstrong, R. L., & Savoie, M. (2007). Global ease-grid 8-day blended SSM/I and MODIS snow cover, 1st July 2002–1st July 2007. Digital media. Brown, 2010, A multi-data set analysis of variability and change in arctic spring snow cover extent, 1967–2008, Journal of Geophysical Research, 115, D16111, 10.1029/2010JD013975 Brownrigg, 1984, The weighted median filter, Communications of the ACM, 27, 807, 10.1145/358198.358222 Chang, 1987, Nimbus-7 SMMR derived global snow cover parameters, Annals of Glaciology, 9, 39, 10.3189/S0260305500200736 Chang, 1982, Snow water equivalent estimation by microwave radiometry, Cold Regions Science and Technology, 5, 259, 10.1016/0165-232X(82)90019-2 Chang, 2005, Analysis of ground-measured and passive-microwave-derived snow depth variations in midwinter across the northern great plains, Journal of Hydrometeorology, 6, 20, 10.1175/JHM-405.1 Clifford, 2010, Global estimates of snow water equivalent from passive microwave instruments: history, challenges and future developments, International Journal of Remote Sensing, 31, 3707, 10.1080/01431161.2010.483482 Davenport, 2012, The effects of variation in snow properties on passive microwave snow mass estimation, Remote Sensing of Environment, 118, 168, 10.1016/j.rse.2011.11.014 Derksen, 2010, Development of a tundra-specific snow water equivalent retrieval algorithm for satellite passive microwave data, Remote Sensing of Environment, 114, 1699, 10.1016/j.rse.2010.02.019 Déry, 2005, An approach to using snow areal depletion curves inferred from MODIS and its application to land surface modelling in Alaska, Hydrological Processes, 19, 2755, 10.1002/hyp.5784 Foster, 1997, Comparison of snow mass estimates from a prototype passive microwave snow algorithm, a revised algorithm and a snow depth climatology, Remote Sensing of Environment, 62, 132, 10.1016/S0034-4257(97)00085-0 Foster, 1980, Snowpack monitoring in north America and Eurasia using passive microwave satellite data, Remote Sensing of Environment, 10, 285, 10.1016/0034-4257(80)90088-7 Gong, 2004, Sensitivity of atmospheric response to modeled snow anomaly characteristics, Journal of Geophysical Research, 109, D06107, 10.1029/2003JD004160 Groisman, 1991, Overcoming biases of precipitation measurement: A history of the USSR experience, Bulletin of the American Meteorological Society, 72, 1725, 10.1175/1520-0477(1991)072<1725:OBOPMA>2.0.CO;2 Hall, 1986, Detection of the depth-hoar layer in the snow-pack of the arctic coastal plain of Alaska, USA, using satellite data, Journal of Glaciology, 32, 87, 10.1017/S0022143000006912 Hall, 2002, Assessment of the relative accuracy of hemispheric-scale snow-cover maps, Annals of Glaciology, 34, 24, 10.3189/172756402781817770 Hall, 2007, Accuracy assessment of the MODIS snow products, Hydrological Processes, 21, 1534, 10.1002/hyp.6715 Hall, D. K., Riggs, G. A., & Salomonson, V. V. (2006). Modis/terra snow cover daily l3 global 0.05deg cmg v005, 1st july 2001–1st july 2009, updated daily. Digital media. Hansen, M., DeFries, R., Townshend, J. R., Carroll, M., Dimiceli, C., & Sohlberg, R. (2006). Vegetation continuous fields mod44b, 2001 percent tree cover, collection 4. Hayakawa, 2008, Comparison of new and existing global digital elevation models: Aster g-dem and srtm-3, Geophysical Research Letters, 35, L17404, 10.1029/2008GL035036 Herold, 2008, Some challenges in global land cover mapping: As assessment of agreement and accuracy in existing 1km datasets, Remote Sensing of Environment, 112, 2538, 10.1016/j.rse.2007.11.013 Kelly, 2009, The AMSR-E snow depth algorithm: Description and initial results, Journal of The Remote Sensing Society of Japan, 29, 307 Kelly, 2003, A prototype AMSR-E global snow area and snow depth algorithm, IEEE Transactions on Geoscience and Remote Sensing, 41, 230, 10.1109/TGRS.2003.809118 Kitaev, 2002, The snow cover characteristics of northern Eurasia and their relationship to climatic parameters, Boreal Environment Research, 7, 437 Knowles Kuchment, 2010, Use of satellite-derived data for characterization of snow cover and simulation of snowmelt runoff through a distributed physically based model of runoff generation, Hydrology and Earth System Science, 14, 339, 10.5194/hess-14-339-2010 Liang, 2008, Toward improved daily snow cover mapping with advanced combination of MODIS and AMSR-E measurements, Remote Sensing of Environment, 112, 3750, 10.1016/j.rse.2008.05.010 NASA, 2009 NSIDC NSIDC Painter, 2009, Retrieval of subpixel snow covered area, grain size, and albedo from MODIS, Remote Sensing of Environment, 113, 868, 10.1016/j.rse.2009.01.001 Pulliainen, 2006, Mapping of snow water equivalent and snow depth in boreal and sub-arctic zones by assimilating space-borne microwave radiometer and ground-based observations, Remote Sensing of Environment, 101, 257, 10.1016/j.rse.2006.01.002 Pulliainen, 1999, Hut snow emission model and its applicability to snow water equivalent retrieval, IEEE Transactions on Geoscience and Remote Sensing, 37, 1378, 10.1109/36.763302 Salomonson, 2004, Estimating fractional snow cover from MODIS using the normalized difference snow index, Remote Sensing of Environment, 89, 351, 10.1016/j.rse.2003.10.016 Sheffield, 2006, Development of a 50-year high-resolution global dataset of meteorological forcings for land surface modeling, Journal of Climate, 19, 3088, 10.1175/JCLI3790.1 Slaughter, 1973 Solberg, 2010, Global snow monitoring for climate research; Design justification file Stiles, 1980, The active and passive microwave response to snow parameters 1. wetness, Journal of Geophysical Research, 85, 1037, 10.1029/JC085iC02p01037 Strahler, 1999 Sturm, 1995, A seasonal snow cover classification system for local to global applications, Journal of Climate, 8, 1261, 10.1175/1520-0442(1995)008<1261:ASSCCS>2.0.CO;2 Takala, 2011, Estimating northern hemisphere snow water equivalent for climate research through assimilation of space-borne radiometer and ground-based measurements, Remote Sensing of Environment, 115, 3517, 10.1016/j.rse.2011.08.014 Takala, 2009, Detection of snowmelt using spaceborne microwave radiometer data in Eurasia from 1979 to 2007, IEEE Transactions on Geoscience and Remote Sensing, 47, 2996, 10.1109/TGRS.2009.2018442 Tedesco, M., Kelly, R. E. J., Foster, J. L., & Chang, A. T. C. (2004). AMSR-E/aqua daily l3 global snow water equivalent ease-grids v002, 1st July 2002–1st July 2007. Updated daily. Ulaby, 1982 Yang, 1998, Adjustment of daily precipitation data at 10 climate stations in Alaska: Application of world meteorological organization intercomparison results, Water Resource Research, 34, 241, 10.1029/97WR02681 Yang, 2001, Snow-albedo feedback and seasonal climate variability over North America, Journal of Climate, 14, 4245, 10.1175/1520-0442(2001)014<4245:SAFASC>2.0.CO;2