Remote Sensing & Satellite Image Analysis

Multispectral and radar satellite image analysis for land cover mapping, change detection, and environmental monitoring at regional to national scale.

Satellite imagery lets us monitor environmental change at a scale field surveys can't match. Our remote sensing team processes Sentinel, Landsat, MODIS, and commercial Planet imagery into decision-ready land cover, vegetation, and water-extent products.

Analytical Toolkit

We perform supervised and AI-assisted image classification for land use / land cover (LULC) mapping, multi-temporal change detection to quantify deforestation, urban expansion, or water-body change, and index-based analysis (NDVI, NDWI, NDBI) for vegetation health, surface water extent, and built-up area monitoring. Atmospheric correction and image enhancement are applied as standard, not an optional add-on.

Scale

Google Earth Engine lets us run these analyses at province- or country-scale without the local compute constraints that limit desktop-only workflows — meaning national land cover updates or multi-year change detection are practical engagements, not multi-month bottlenecks.

Core Capabilities

  • Sentinel & Landsat Processing
  • MODIS Time Series
  • Planet Imagery
  • Google Earth Engine
  • Image Classification
  • Land Use Land Cover (LULC) Mapping
  • NDVI / NDWI / NDBI
  • Change Detection
  • Atmospheric Correction
  • AI-Assisted Image Analysis
  • Environmental Monitoring

Software & Tools

Google Earth EngineERDAS ImagineArcGIS ProQGISPython (rasterio, scikit-learn)

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How We Work

Our process for this service

01

Discovery & Data Collection

We assess your objectives, gather available data, and identify gaps that need to be filled before analysis begins.

02

Modeling & Analysis

Our engineers and analysts build, run, and refine the models or spatial analysis needed to answer your question.

03

Validation & QA

Results are checked against observed data, independent methods, or field conditions before anything is finalized.

04

Delivery & Capacity Building

We deliver a documented, decision-ready output and, where useful, walk your team through how to use and maintain it.

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