 This paper presents a new algorithm that can reconstruct Missing Modi's land surface temperature LST maps from incomplete data sets. The algorithm was tested on all nine years of available daily LST data, 2000 to 2008, improving the original LST map resolution of 1000 meters to 200 meters. This allows the algorithm to be used at a regional scale, making it applicable to a wide range of environmental and ecological applications. The results were compared with Meteorological Station Time series, demonstrating the accuracy of the algorithm. This article was authored by Marcus Needler.