Mapping temperature will affect the exploration of geothermal resources. On February 11 2013, Landsat-8 was
launched to continue the mission of the satellite before. Because of this conditions it is necessary to research on the
particular application of Landsat data for mapping the land surface temperature in the mountainous area of Ijen,
Banyuwangi, East Java. The image used in this study has dimensions 242 × 237 with 336 KB of the data. The canals on
Landsat-8 in used is channel 6, channel 5, channel 3, channel 10, channel 11. Application of these channel based on the
capabilities of each sensor between Operational Land Imager (OLI) and Thermal Infrared Sensor (TIRS). Supervised
Image Segmentation methods used for classification with a total inputs 36 class and output 3 class. Based on the rules of
membership function in fuzzy logic, 3 category states of cold category, medium category and hot category. The minimum
temperature value obtained from the calculation of the surface temperature is 288 K and then the maximum temperature
value obtained is 309 K. 13 point coordinates are used as reference for the validation data, so the result of measurement
temperature is appropriate because error value only 7%.
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