Completed Projects

Drought Vulnerability Mapping of Puntland, Somalia

Remote sensing-based drought assessment for water security planning

Freshwater Quality Assessment of Pechiparai Dam

Surface water quality estimation using Sentinel multispectral indices

Water Quality Modelling, Manimala River Basin

Watershed-level physico-chemical water quality interpretation

Crop Water Requirement Analysis, Manargudi

CROPWAT-based irrigation and evapotranspiration analysis

Crop Water Requirement, Manargudi (CROPWAT)

Irrigation demand modelling under varying climatic conditions

Forest Fire Risk Zonation, Nainital

AHP-based multi-criteria forest fire hazard assessment

Landslide Susceptibility, Devikulam (Fuzzy Logic)

Fuzzy membership integration of terrain and geological parameters

Landslide Risk Assessment, Vythiri Taluk (AHP)

Weighted overlay hazard zonation using expert-driven criteria

Landslide Susceptibility, Wayanad (Machine Learning)

Random Forest / SVM spatial prediction with multi-criteria datasets

Landslide Susceptibility, Nilgiri Hills (ML)

Terrain, geological and hydrological variables for predictive mapping

Coastal Erosion Assessment, Kanyakumari (SAR)

Shoreline dynamics and erosion-accretion using Sentinel-1 radar

Coastal Dynamics, West Coast of Kanyakumari

Field geomorphology, beach profiling and GIS-based interpretation

Ocean Colour & Coastal Water Quality, Kanyakumari

Sentinel-3 chlorophyll, turbidity and coastal productivity mapping

Coastal Vulnerability Index, Kanyakumari Coast

Geomorphology, wave dynamics and tidal data assessment

Mangrove Dynamics & Flood Mapping, Pichavaram

Multi-date satellite mangrove change and flood-prone area analysis

Carbon Sequestration Potential Mapping, Cuddalore

Biomass estimation using spectral indices and land cover data

Wildlife Corridor Mapping, Southern Cassowary, Queensland

Habitat connectivity modelling using landscape metrics and fire risk

Wildlife Corridor, Tasmanian Devil

Least-cost path and habitat suitability under fire vulnerability

Soil Mapping & RUSLE Erosion Modelling, Kerala

Spatial soil characterisation combined with erosion risk assessment

Solar Farm Site Suitability, Brandenburg, Germany

GIS–MCDA integration for optimal solar installation siting

Rubber Plantation Change Analysis, Kilimanoor

Multi-temporal mapping of plantation expansion dynamics

Urban Heat Island Mapping, Nagercoil

Landsat thermal anomaly detection and QGIS neural network classification

Urban Sprawl Dynamics, Entropy-Based Metrics

Quantification of urban expansion through entropy modelling

UTCI Heat Stress Modelling, Kochi

Sentinel-2 based human thermal comfort pattern modelling

Waste Collection Route Optimisation, Kollam

GIS-based network analysis for efficient waste collection routing

Waste Disposal Site Suitability, Tenkasi (AHP)

Multi-criteria evaluation for landfill site identification

Accident Hotspot Mapping, Kannanur

Moran's I spatial autocorrelation for traffic risk zone identification

Pipeline Route Modelling, Sunrise Gas Field to Darwin Port

Engineering corridor selection using topography and environmental constraints

Bridge Design Input Preparation, Miami, USA

AutoCAD structural design inputs for computational modelling

Crime Hotspot Mapping, Chennai

Kernel density and spatial autocorrelation for criminological analysis

AI & Service Robots Risk Evaluation, Hotel Management

Applied risk assessment and impact modelling for the hospitality sector

Tourism–Environment Assessment, Mahabalipuram

Historical cartography integrated with modern GIS for tourism impact

Geotourism Potential Mapping, Kerala

Geoheritage site identification and suitability mapping using Sentinel-2

Heat–Ageing Vulnerability Assessment (Gerontology)

Ward-level elderly risk profiling using thermal and demographic indices

Customer & Service Zone Mapping, Bharath Hero

Spatial analysis of customer distribution and service coverage zones