Our services includes: 

1. Satellite Image Acquisition & Processing

• Image Procurement: Access to satellite data from platforms like Sentinel, Landsat, IRS, Bhuvan, MODIS.

• Pre-processing: Radiometric, geometric, and atmospheric correction to enhance image accuracy.

• Mosaicking & Subsetting: Stitching multiple images and clipping areas of interest (AOI).

 2. Image Classification & Feature Extraction

• Supervised Classification: Using training data to categorize land features (e.g., agriculture, forest, water bodies).

• Unsupervised Classification: Auto-grouping pixels based on spectral similarity.

• Object-Based Image Analysis (OBIA): Detecting shapes and patterns (e.g., buildings, roads).

 3. Land Use / Land Cover (LULC) Mapping

• Generating maps that show different land categories (urban, rural, forest, agriculture, barren land, etc.).

• Used in planning, conservation, and monitoring urban sprawl or deforestation.

4. Change Detection Analysis

• Temporal Analysis: Studying changes across years or seasons using multi-date images.

• Applications: Forest loss, urban expansion, coastal erosion, flood extent mapping.

5. Vegetation Analysis

• NDVI (Normalized Difference Vegetation Index): Measures plant health.

• SAVI, EVI, GCI: Indices used to assess vegetation stress, crop health, and biomass.

 6. Soil & Water Analysis

• Soil Moisture Mapping

• Evapotranspiration Estimation

• Water Body Delineation

• Turbidity Detection using spectral bands in waterbodies

7. Topographic & Terrain Analysis

• Digital Elevation Models (DEM) & Digital Surface Models (DSM) extraction.

• Slope, Aspect, Hillshade analysis for watershed, construction, mining, etc.

8. Disaster Monitoring & Early Warning

• Flood Mapping & Monitoring

• Forest Fire Detection

• Drought & Crop Loss Assessment

• Cyclone & Landslide Mapping

 9. Urban & Infrastructure Monitoring

• Monitoring urban heat islands, impervious surface changes, road network expansion, etc.

• Used by smart cities, municipalities, and infrastructure development authorities.

10. Drone/UAV-Based Remote Sensing

• High-resolution imagery for small-scale mapping.