Projects/Energy & Environment/Environmental Remote Sensing Suite
Case Study

Environmental Remote Sensing Suite

Watching the land, water and air — from space.

Satellite-based services for land subsidence, water resources, flood risk and air-quality monitoring.

Industry
Environment & Public Sector
Status
Completed
Timeline
1402–1403 (SH)
Environmental Remote Sensing Suite
DATA FOR A
RESILIENT FUTURE
01 / The Problem

Environmental risks build up unseen.

Subsidence, shrinking water bodies, floods and air pollution unfold over large areas and long periods, far beyond what field measurements can cover.

Sparse ground measurements
Late detection of subsidence
Limited flood-risk awareness
Poor visibility of air-quality patterns
Wide-area early warning
Wide-area
early warning
02 / Our Solution

Four services, one remote-sensing core.

We turn satellite data into actionable maps and warnings: subsidence estimation and forecasting, surface-water and water-quality analysis, flood risk mapping and air-quality parameter retrieval.

Technical details
Land Subsidence
Land Subsidence
Estimation, forecasting, illegal-well detection and risk maps
Water & Flood
Water & Flood
Surface area, level, quality and flood-risk mapping
Dust & Air Quality
Dust & Air Quality
Pollutant retrieval and warning systems
03 / System Architecture

From satellite to decision.

Scalable processing from local to national level.

Satellite Data
(Radar & optical)
Processing
(Time-series analysis)
Models
(Forecasting & risk)
Maps & Alerts
(For decision makers)
04 / Technical Details

Four services in detail.

Water source analysis (MVP)
  • Surface water area estimation
  • Water level (height) retrieval
  • Water-quality parameters: suspended sediment concentration, turbidity, NO₂, NO₃
  • Water volume changes
Flood risk-map prediction
  • Flood forecasting and risk mapping
  • Detection of high-risk regions
  • Forecasting of large floods
Land subsidence monitoring (MVP)
  • Land subsidence estimation in different regions
  • Subsidence and displacement forecasting
  • Identification of illegal wells and excessive (under)groundwater use
  • Disaster management
  • Land subsidence risk mapping
Dust & air-quality monitoring (MVP)
  • Retrieval of air-quality parameters (SO₂, O₃, PM2.5, NO₂, CO, LST)
  • Development of warning systems
05 / Results

Services.

4
Monitoring services
3
Services at MVP stage
06 / The Team

The people behind it.

A multidisciplinary team of engineers, researchers and domain experts.

Amirreza Zibafar
Amirreza Zibafar
Machine Learning Engineer
Ali Zahedi
Ali Zahedi
Software & DevOps Engineer
Seyed Ali Ahmadi
Seyed Ali Ahmadi
Tech Lead & Product Manager
Najmeh Vasfinezhad
Najmeh Vasfinezhad
Product Designer
07 / Gallery

More from this project.

Visuals of the system and its components.

Land subsidence monitoring
Water source analysis
Flood risk-map prediction
Dust & air-quality monitoring
Flood duration map
Land-cover classification
08 / What's Next

Scaling for broader impact.

We are integrating the services into a single environmental monitoring platform.

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