Effects of Deforestation on Amphibian Population Dynamics Using Long-Term Data

The mission of this project is to investigate the long-term effects of deforestation on amphibian population dynamics in tropical regions, aiming to uncover critical insights for conservation strategies. By integrating data on amphibian populations, habitat loss, and climate variables, the study will analyze trends in population declines, geographic distribution shifts, and the fragmentation of natural habitats. Leveraging advanced statistical techniques, machine learning models, spatial mapping, and habitat suitability modeling, this project seeks to identify key drivers of amphibian population changes. The findings will culminate in comprehensive visualizations, GIS maps, and actionable recommendations to guide conservation efforts, fostering a deeper understanding of how deforestation impacts biodiversity.