Monitoring Dynamics of Vegetation Cover with the Integration of OBIA and Random Forest Classifier Using Sentinel-2 Multitemporal Satellite Imagery

The existence of vegetation in an area has important role to maintain the carrying capacity environment and create a comfortable as place live. In effort sustainable environment, there are various pressures on that cause decrease area. Economic activity, population growth other anthropogenic activities trigger dynamics cover causes land changes from non-vegetation. Majalengka Regency one areas with intensive regional physical development line operation BIJB Kertajati Cipali toll road became study this research. This aims monitor proposed method namely integration OBIA Random Forest classifier using multi temporal Sentinel-2 satellite imagery. results show is research much 4,329.6 hectares non-vegetation period 2016-2020. 2020 84,716.07 35,708 hectares. Thus, been percentage 73.94% 2016 70.35% 2020, meanwhile for increase 26.06% 29.65% 2020.