Drought Vulnerability Mapping of Puntland, Somalia
Remote sensing-based drought assessment for water security planning.
35 geospatial research and consulting projects delivered across coastal science, hazard risk assessment, hydrology, urban analytics and environmental mapping — led by Dr. Aran Castro and the Geospatial Campus team.
Applied GIS, remote sensing and spatial-analysis work spanning India and international study areas.
Remote sensing-based drought assessment for water security planning.
Surface water quality estimation using Sentinel multispectral indices.
Watershed-level physico-chemical water quality interpretation.
CROPWAT-based irrigation and evapotranspiration analysis.
Irrigation demand modelling under varying climatic conditions.
AHP-based multi-criteria forest fire hazard assessment.
Fuzzy membership integration of terrain and geological parameters.
Weighted overlay hazard zonation using expert-driven criteria.
Random Forest / SVM spatial prediction with multi-criteria datasets.
Terrain, geological and hydrological variables for predictive mapping.
Shoreline dynamics and erosion-accretion using Sentinel-1 radar.
Field geomorphology, beach profiling and GIS-based interpretation.
Sentinel-3 chlorophyll, turbidity and coastal productivity mapping.
Geomorphology, wave dynamics and tidal data assessment.
Multi-date satellite mangrove change and flood-prone area analysis.
Biomass estimation using spectral indices and land cover data.
Habitat connectivity modelling using landscape metrics and fire risk.
Least-cost path and habitat suitability under fire vulnerability.
Spatial soil characterisation combined with erosion risk assessment.
GIS–MCDA integration for optimal solar installation siting.
Multi-temporal mapping of plantation expansion dynamics.
Landsat thermal anomaly detection and QGIS neural-network classification.
Quantification of urban expansion through entropy modelling.
Sentinel-2 based human thermal-comfort pattern modelling.
GIS-based network analysis for efficient waste collection routing.
Multi-criteria evaluation for landfill site identification.
Moran's I spatial autocorrelation for traffic risk zone identification.
Engineering corridor selection using topography and environmental constraints.
AutoCAD structural design inputs for computational modelling.
Kernel density and spatial autocorrelation for criminological analysis.
Applied risk assessment and impact modelling for the hospitality sector.
Historical cartography integrated with modern GIS for tourism impact.
Geoheritage site identification and suitability mapping using Sentinel-2.
Ward-level elderly risk profiling using thermal and demographic indices.
Spatial analysis of customer distribution and service coverage zones.
From coastal science to urban analytics, our team takes on applied GIS, remote sensing and spatial-analysis projects. Let's talk about yours.