ARM microcontrollers Anthropogenic activity Carbon Carbon Stocks Conventional methods Decision making Detection system Diameter-at-breast heights Ecosystems Forestry Funding Higher education Index terms Landsat 8 (OLI) Least square approach Logistic regression Mangroves Mean square error Microcontrollers Modelling Movement of peoples Multiple regression techniques Normalized difference vegetation index Operational land imager Predictive analytics Publication Remote Sensing Remote sensing Remote sensing technology Research Productivity