EVALUATION OF SURFACE INVESTIGATION RESULTS IN BARINGO PROSPECT USING GIS Leonard Wamalwa and Levi Shako Geothermal Development Company Ltd P.o.Box 1770 Nakuru E-mail: wwafula@gdc.co.ke lshako@gdc.co.ke Geographical Information System (GIS) is a technology that was used to determine the spatial association between geophysical, geochemical and geological evidence and reservoir zones in Baringo geothermal prospect. Surface observations in lake baringo prospect were used to determine the geothermal potential by mapping areas with low resistivities at depth that could be related to alteration zones(reservoir) and heat sources , high values in CO2 corresponding to the deep buried faults and fractures, high hydrothermal activity manifested by extensive occurrence of fumaroles, hot springs, altered grounds and thermally anomalous ground-water boreholes. The chemistry of the discharged fluids indicated possible input from a geothermal reservoir. The paper also presents the use of GIS tools to manage and analyze geo-scientific data with the aim of producing a priority map for drilling exploration wells. Spatial distribution of data from scientific investigation was co-related and visualized using GIS. Several evidence layers were generated using ArcGIS, and these factors were combined into a map identifying the most favorable zones for drilling. Multi-criteria evaluation of these evidence layers was done in a knowledge-driven GIS model where the layers are assigned weights based on a judgment of their importance to geothermal suitability. Finally exploration well sites were proposed. Keywords: Geochemistry, Geophysics, hydrothermal, GIS, Model, Geology