1. Introduction
The classification for land use and land cover (LULC) constitutes a key variable for the monitoring earth that in general have shown a close correlation with human activities and the physical environment, the fast development of human societies has intensified different types of activities that have resulted in a continuous and noticeable influence on LULC, (Petropoulos, Partsinevelos, & Mitraka, 2013).