Projects

Selected work spanning GeoAI, SAR, LiDAR, and hyperspectral analysis.

These projects show how we turn spatial data into practical outputs for mapping, monitoring, deformation analysis, and environmental intelligence.

Building detection in rural areas
Deep learning

Building detection in rural areas

Centroid-based patch extraction and UNet models on 25 cm orthophotos, balancing accuracy and training efficiency.

Persistent Scatterer InSAR deformation analysis
InSAR

Kathmandu Valley deformation analysis

Persistent Scatterer InSAR analysis for land subsidence and uplift monitoring between 2022 and 2025.

Burn area detection with ENVI GSF
Forest fire

Burn area detection with ENVI GSF

Automated task-based burn area detection using pre- and post-event imagery.

Border Issue Aanalysis
Border Issue

Susta Nepal: Border Issue Analysis

Analysis of border issues between Nepal and India using geospatial techniques.

LiDAR urban mapping
LiDAR

LiDAR urban mapping

High-resolution 3D mapping of urban areas for infrastructure planning and development.

SAR-based flood monitoring
SAR analytics

SAR-based flood monitoring

Real-time flood monitoring and analysis using Synthetic Aperture Radar technology.

Hyperspectral vegetation analysis
Hyperspectral

Hyperspectral vegetation analysis

Assessing vegetation health and biodiversity using hyperspectral imaging techniques.