Mapping the distribution of Asiatic Black Bear in China using Random Forest and Map Fusion Technique

Advised by: Sheng Li, Peking University, 2017

Background

This is my undergrad thesis. In this work I used random forest, an simple machine learning algorithm to predict black bear distribution in China and fuse map derived from data of different resolution using strategy from remote sensing community.

Some results

Distribution mapping for two resolutions

Distribution mapping for two resolutions

Management units

Management units