Visualization of CarbonLab's platform in action

Sensors. Satellites. Chain of Custody for Emissions Data.

Our architecture combines bottom-up (ground sensors) and top-down (satellite) observation methodologies to deliver Tier-1 grade emissions intelligence. Designed for high reliability, data fidelity, and validation integrity, our system offers full-stack transparency for stakeholders from governments to green-finance platforms.

Distributed Environmental Sensor Nodes

  • Multi-gas sensors (NDIR, PID, EC) to detect CO₂, CH₄, NOₓ, VOCs, PM2.5
  • Integrated GPS & real-time clock (RTC) for spatiotemporal precision
  • Edge-computing unit with ML preprocessing for anomaly detection
  • LPWAN/LTE/LoRaWAN communications protocol for decentralized data uplink
  • Provision to add more sensors for further utillity
Distributed Environmental Sensor Nodes

Satellite Fusion Layer

  • Cross-referencing IoT data with Earth Observation datasets for integrated and multi-scale environmental analysis.
  • Spectral band correlation for plume detection and top-down emissions mapping through aggregation and collaboration of satellite and ground-level data.
  • Machine learning integration for hyperlocal calibration to enhance the precision and contextual relevance of sensor measurements.
Satellite Fusion Layer

Blockchain Ledger Integration

  • Emission event hashes committed to smart contracts
  • Immutable data trails for ESG compliance and carbon credit validation
  • Public verifiability with decentralized storage (IPFS/Arweave) options
Blockchain Ledger Integration

AI Forecasting Module (Upcoming)

  • Predictive analytics for identifying emission surges and enabling climate impact modeling based on historical and real-time data.
  • Transformer-based models trained on multisource environmental datasets to detect patterns and enhance forecasting accuracy.
  • Real-time alerting engine with adaptive thresholding to notify stakeholders of critical environmental changes as they occur.
AI Forecasting Module (Upcoming)

Developer Platform

  • REST/GraphQL APIs for sensor access
  • Smart contract SDKs for climate finance dApps
  • Dashboard widgets for third-party visualization
Developer Platform