# Nuvlio Data Services

> Comprehensive agricultural data infrastructure powering all Nuvlio services, providing satellite imagery, weather data, market information, and regulatory data.

**Web Page:** https://nuvlio.com/ai-services/data

## Overview

Nuvlio's Data Services form the foundation of our risk intelligence platform, aggregating data from hundreds of sources into a unified, standardized, and accessible data infrastructure specifically designed for agricultural finance applications.

## Data Categories

### Satellite Imagery

Remote sensing data for agricultural analysis:

#### Providers
- Sentinel (ESA)
- Landsat (NASA/USGS)
- Commercial providers (Planet, Maxar)
- Regional satellite systems

#### Specifications
- **Resolution**: Up to 3-meter resolution
- **Spectrum**: Multi-spectral including visible, infrared, thermal
- **Frequency**: Daily to weekly coverage depending on source
- **Archive**: Historical imagery from 2000 onwards

#### Derived Products
- NDVI vegetation indices
- Crop classification maps
- Change detection layers
- Moisture indicators
- Growth stage estimates

### Weather Data

Comprehensive meteorological information:

#### Historical Data
- 30+ years of historical weather records
- Global station network coverage
- Reanalysis products
- Quality-controlled datasets

#### Current Conditions
- Real-time weather from global stations
- Satellite-derived precipitation
- Radar data where available
- Near real-time updates

#### Forecasts
- Short-range (1-7 days)
- Medium-range (7-15 days)
- Seasonal outlooks
- Multiple model ensembles

#### Parameters
- Temperature (min, max, average)
- Precipitation
- Humidity
- Wind speed and direction
- Solar radiation
- Evapotranspiration

### Agricultural Data

Production and farming information:

#### Crop Information
- Crop types and varieties
- Planting and harvest dates
- Management practices
- Technology adoption

#### Soil Data
- Soil composition
- Nutrient levels
- Water holding capacity
- Suitability ratings

#### Production Statistics
- Historical yields
- Production volumes
- Area planted/harvested
- Regional benchmarks

#### Market Prices
- Commodity spot prices
- Futures prices
- Basis differentials
- Historical price series

### Regulatory Data

Compliance and legal information:

#### Environmental
- Environmental fines and penalties
- Protected area boundaries
- Embargo status
- Deforestation alerts

#### Property
- Land ownership records
- Property boundaries
- Transaction history
- Lien information

#### Business
- Corporate registrations
- Tax status
- Legal proceedings
- Bankruptcy records

## Data Characteristics

### Coverage
- **Geographic**: Global agricultural markets
- **Temporal**: Most datasets from January 1, 2000
- **Resolution**: From plot-level to continental

### Quality
- **Validation**: Automated quality checks
- **Ground Truth**: Field-verified samples
- **Consistency**: Cross-source validation
- **Documentation**: Complete metadata

### Updates
- **Real-time**: Weather, prices, alerts
- **Daily**: Satellite imagery processing
- **Weekly**: Production estimates
- **Monthly**: Statistical aggregates

## API Access

### REST API
```
GET /api/v1/data/weather/{location}
GET /api/v1/data/satellite/{property_id}
GET /api/v1/data/prices/{commodity}
GET /api/v1/data/regulatory/{entity_id}
```

### Bulk Data
- Scheduled data exports
- Large dataset downloads
- Historical data access
- Custom extracts

### Streaming
- Real-time weather feeds
- Price tick data
- Alert streams
- Event notifications

## Data Products

### Standard Products
- Weather summaries (daily, weekly, monthly)
- Vegetation index time series
- Price history exports
- Regulatory status reports

### Derived Analytics
- Growing degree days
- Drought indices
- Yield estimates
- Risk scores

### Custom Products
- Tailored aggregations
- Custom indices
- Specialized exports
- Integration feeds

## Integration

### Formats
- JSON (default API)
- CSV (exports)
- Parquet (bulk data)
- GeoJSON (spatial data)
- NetCDF (gridded data)

### Authentication
- API key
- OAuth 2.0
- Service accounts
- IP whitelisting

### SDKs
- Python
- R
- JavaScript
- Java

## Pricing

Data Services are included in all Nuvlio subscription tiers:

| Feature | Professional | Enterprise | Global |
|---------|-------------|------------|--------|
| Weather Data | Standard | Full | Real-time |
| Satellite | Basic | Advanced | Premium |
| Market Data | Delayed | Real-time | Real-time |
| API Calls | Limited | Unlimited | Unlimited |
| Bulk Export | - | Included | Included |

Contact sales@nuvlio.com for detailed pricing.

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> Related documentation:
> - [AI Risk Models](/ai-services/models.md)
> - [AI Agent](/ai-services/agent.md)
> - [AI Services Overview](/ai-services.md)
> - [Regional Analysis](/solutions/regional-analysis.md)

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*Nuvlio Corporation - AI-powered risk analytics for global agricultural commodities markets*
*Website: https://nuvlio.com/ai-services/data*