This thesis describes the application of time series analysis to satellite derived thermal infrared imagery, in order to determine if spatiotemporally limited anomalies can be linked to earthquake occurrence as has been suggested by literature. For this pupose, a methodology is applied that can sppress large scale patterns and highligt subbtle localized fluctuations in hypertemporal satellite …