Random Forest Classification for Calculating the Area of Mangrove Forest in Benoa Bali Bay
I Gede Arta Wibawa, I Ketut Gede Suhartana, Anak Agung Gde Raka Dalem · Advances in computer science research · 2024
The Benoa Bay area in Bali is an interesting area to study because of its influence on the community's economy and the presence of mangrove forests in overcoming the issue of climate change, especially in Bali.The extent of mangrove forests in the bay of the continent of Bali needs to always be observed considering their great influence on life.This research aims to provide information on the extent of mangrove plants found in Benoa Bay, Bali.The technique used is to classify satellite images using the random forest method so that the area of mangrove plants in Benoa Bay, Bali, can be measured.The steps taken in this research are: Image acquisition, pre-processing, pixel classification using random forest and measuring the area of mangrove plant objects in Benoa Bay, Bali.The area of mangrove forest obtained was 1,230.4hectares.There was a decrease in area compared to previous research of around 143.1 hectares..