Researchers combined satellite images, elevation and sea-level data, land-use mapping and field observations to assess coastal vulnerability in Visakhapatnam and Uppada Village. They examined shoreline change, coastal slope, land use and land cover, relative sea level, and tidal range across five time periods between 1990 and 2024.

Uppada showed consistent erosion, with no notable accretion to offset the loss. Visakhapatnam had both erosion and shoreline growth in different areas, with a net average retreat of 64 metres over the study period. The researchers say the results provide baseline information for coastal adaptation and conservation planning.