Baseline Raster

I am currently running a study in San Bernardino, Paraguay South America. Landsat Imagery only goes a couple days back and by that point in time most change has occurred. I am considering doing linear interpolation with a classified Land Use Land Cover raster of the area backwards and another of HYDE and Land Use Harmonization data forwards to come up with a better baseline raster. This raster is being generated specifically to run with Invest Habitat Quality model. Should I go through the effort of creating a new baseline or just stick with the Landsat image?
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