Ramsar Sites EDA
Quantitative & Spatial Analysis of India's Ramsar Wetlands
End-to-end quantitative and spatial analysis of 96 Indian Ramsar wetland sites: designed a Diversity Index and Threat Density scoring framework, identified 21 hotspot sites, and produced a 6-point evidence-based policy recommendation, published as a standalone policy piece. Conducted during the Chanakya University Policy Programme fellowship.
Architecture
Python (pandas, geopandas) for data cleaning and spatial analysis, with a custom Diversity Index / Threat Density scoring framework; published as a static site via GitHub Pages.
Key Features
Quantitative and spatial analysis across all 96 Indian Ramsar wetland sites
Custom Diversity Index and Threat Density scoring framework to rank ecological vulnerability
Identified 21 hotspot sites and produced a 6-point evidence-based policy recommendation
Published as a standalone policy piece
PythonGeospatialPolicy AnalysisEDA