Somil Swarnkar

Spatiotemporal dynamics of contiguous daytime, nighttime, and compound heatwaves across India

This repository contains R and Python codes for identifying daytime, nighttime, and compound heatwaves; converting heatwave data into three-dimensional arrays; and performing 26-connectivity Connected Component (CC3D) analysis to identify contiguous spatiotemporal heatwave events...

Spatiotemporal dynamics of contiguous daytime, nighttime, and compound heatwaves across India

This repository contains R and Python codes for identifying daytime, nighttime, and compound heatwaves; converting heatwave data into three-dimensional arrays; and performing 26-connectivity Connected Component (CC3D) analysis to identify contiguous spatiotemporal heatwave events...

Interpretable machine learning reveals contrasting drivers of streamflow droughts in regulated and natural river systems

This study investigates the spatial, temporal, and process-based dynamics of streamflow droughts across the Godavari River basin using daily discharge records from multiple gauging stations. A multivariate framework integrating drought duration, intensity, and deficit was employe...