Anthropogenic activity 1 Carbon 1 Carbon Stocks 1 Decision making 1 Diameter-at-breast heights 1 Ecosystems 1 Forestry 1 Landsat 8 (OLI) 1 Least square approach 1 Mangroves 1 Mean square error 1 Modelling 1 Multiple regression techniques 1 Normalized difference vegetation index 1 Operational land imager Predictive analytics 1 Remote Sensing 1 Remote sensing 1 Remote sensing technology 1 Root mean squared errors 1 Tropics 1