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The deforestation management is the major issue in the tropical countries that have a big role in forest product and climate changes over the world. The present study attempts to identify the impact of reforming rules on deforestation management which results from a myriad of factors. Data were collected from forestry ministry in Jakarta, capital of Indonesia and appropriate statistical models were fitted to forecast deforestation rate to the vulnerable islands of Indonesia. These models furnished the government of Indonesia as well as the other equatorial countries for further action and fulfillment of ultimate goals to decrease the climate change rate in the world. This book unlocks future for the prospective researchers in the field of deforestation management.