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MWF: Mountain Water Futures
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Program Affiliations
Dataset Title
Scripts to generate snow and ice albedo from Sentinel-2 surface reflectance and MODIS BRDF information.
Abstract
Scripts to generate high spatial resolution albedo from Sentinel-2 surface reflectance and MODIS BRDF information. The inputs are Sentinel-2 surface reflectance images; MODIS MOD09GA surface reflectance product; and observed incoming/outgoing shortwave radiation, air temperature, and relative humidity. The meteorological information can also be estimated by the user from another sources if a station is not available. The scripts need to be run in this order: RTLSR_Kernel or Snow_Kernel, AN_Ratio, and S2_Albedo_Updt. You can choose to use the RTLSR_Kernel or the Snow_Kernel to model the BRDF, but remember to check performance for your area to choose which model to use. You can use the Albedo_NSW_Radiation script if you wish to calculate the net shortwave radiation of snow and ice surfaces.
Citations
Download Links and Instructions
File formats and online databases
Other Data Formats (if applicable)
Rproj, R, md