Earth Observation Solutions
Comprehensive solutions for hazard management, climate modeling, agriculture, and land classification
Multi-Hazard Risk Management
Full lifecycle characterization using satellite, airborne, and surface sensing with Physics/AI-ML models for proactive intervention.
Wildfires
Full lifecycle characterization (Pre-fire, Active Phase, Post-fire) using satellite, airborne, and surface sensing. Physics and AI/ML models to transition from reactive posture to proactive intervention.
- Characterizing and forecasting wildfires at multiple scales
- Risk assessment and mapping with physics/AI modeling
- Grid Health Monitoring with ATI sensors at grid edge
- Public Safety Power Shutoff optimization
Floods
Real-time characterization and mapping of flood events in all weather conditions. Critical for food production, energy sectors, and critical infrastructure protection.
- 40% of all natural disasters are flood-related
- Real-time flood extent mapping using SAR
- Water flow forecasting for infrastructure protection
- Impact assessment for energy and agriculture sectors
Landslides
Satellite and in-situ sensing to enable landslide characterization and modeling for risk assessment and early warning systems.
- Terrain stability assessment using InSAR
- Precipitation-triggered landslide prediction
- Infrastructure vulnerability mapping
- Post-event damage assessment
Space Weather
Prediction of solar flares, geomagnetic activity, and their degradation effects on spacecraft and power utilities. Data granularity significantly higher than standard NOAA models.
- Solar flare prediction and monitoring
- Geomagnetic storm impact assessment
- Spacecraft and satellite protection
- Power grid resilience planning
Wildfire Mitigation Plan (WMP) Support
Situational Awareness
Real-time monitoring and forecasting of fire weather conditions, fuel moisture, and ignition probability
Risk Assessment & Mapping
High-resolution fire risk maps integrating terrain, vegetation, weather, and infrastructure data
Vegetation Management
LIDAR-based vegetation height mapping and clearance monitoring for transmission corridors
Grid Health Monitoring
ATI sensor integration for conductor temperature and vegetation encroachment detection
Fire Detection & Spread
Multi-sensor fire detection with physics-based spread modeling for scenario planning
PSPS Support
Public Safety Power Shutoff decision support with impact assessment and restoration planning
Weather & Climate Modeling
Modeling from Weather-to-Climate scale using space, air, surface, and in-situ sensing capabilities.
Numerical Weather Prediction (NWP)
Improving accuracy and reliability of energy forecasts using remote sensing and numerical modeling. Providing raw data to meteorological agencies to improve weather forecasts.
- Weather-to-Climate scale modeling
- Solar energy forecast optimization
- Integration with meteorological agencies
- Multi-scale atmospheric prediction
Hydrological Modeling
Detailed modeling of Water, Energy, and Carbon Cycles. Prediction of Rainfall, Droughts, and Water Flow for reservoir management and hydropower optimization.
- Rainfall and drought prediction
- Water flow forecasting for reservoirs
- Hydropower optimization
- Water resource assessment for data centers
- Drought events set to increase 3-fold by 2100
Extreme Weather
Situational awareness and forecasting of extreme weather events at multiple scales using grid and environmental sensors.
- Storms, Hurricanes, Ice, and Snow monitoring
- Satellite SAR and Thermal IR for cyclone tracking
- Grid impact assessment
- Early warning systems for infrastructure
Environmental Parameters
Agriculture & Forestry
Optimizing land, water, and fertilizer to maximize yields and manage financial risk.
Our solutions support the agricultural ecosystem by optimizing inputs to improve farmers' income while managing lending, insurance, and financial risks. We leverage satellite imagery, weather data, AI/ML, and edge computing.
Crop Health & Productivity
Real-time monitoring of crop health and yield estimation. Assisting crop productivity for indirect entry into global food production markets.
- Real-time vegetation indices and stress detection
- AI-powered yield forecasting
- Crop classification and acreage mapping
- Growth stage monitoring
Soil Health & Water Mapping
Soil Characterization monitoring including Soil Moisture and Soil Health indicators such as NPK (Nitrogen, Phosphorus, Potassium).
- Soil moisture and nutrient assessment
- Water mapping and LST monitoring
- Drought condition assessment
- Irrigation optimization
Forest Density & Health
Sustainably manage forests and reverse land degradation (aligned with UN Goal 15).
- Forest canopy monitoring
- Biomass estimation
- Deforestation detection
- Carbon sequestration assessment
Agriculture Products
Crop Classification
Automated crop type identification
Yield Prediction
AI-powered yield forecasting
Price Advisories
Market-linked crop pricing
Harvest Timing
Optimal harvest window prediction
VRT Advisory
Variable Rate Technology for nutrients
Pest & Disease
Early detection and monitoring
Land Classification
Comprehensive mapping of Farmland and Urban environments.
We utilize geospatial intelligence to classify and monitor land use trends, supporting infrastructure planning, economic intelligence, and environmental management.
Farmland Classification
Detailed crop classification and land usage analysis to support agricultural supply chains. Monitoring land degradation and desertification to support sustainable land management.
- Crop type and acreage classification
- Land degradation monitoring
- Desertification tracking
- Agricultural supply chain support
Urban & Infrastructure
Tracking urban development trends and industrial activity for economic intelligence. Remote sensing to assess land availability and proximity to robust grid access.
- Urban development tracking
- Industrial activity monitoring
- Land availability assessment
- Infrastructure vulnerability analysis
- Data center site selection support
Key Applications
Economic Intelligence
Land use trends and development tracking
Infrastructure Planning
Site selection and proximity analysis
Environmental Management
Sustainable land use monitoring
Supply Chain
Agricultural logistics optimization