satellitehub 0.1.0

Unified Python SDK for satellite data access and analysis

SatelliteHub

Unified Python SDK for satellite data access and vegetation analysis.

Features

• Vegetation Health Analysis - NDVI-based health assessment with cloud masking
• Change Detection - Compare vegetation between time periods
• Weather Integration - ERA5 reanalysis and IMGW Polish stations
• Export Options - DataFrame, GeoTIFF, PNG, HTML reports
• Two-Tier API - High-level semantic methods + low-level data access

Installation

pip install satellitehub

Quick Start

import satellitehub as sh

# Create a location (Warsaw)
loc = sh.location(lat=52.23, lon=21.01)

# Analyze vegetation health
result = loc.vegetation_health(last_days=30)

print(f"NDVI: {result.mean_ndvi:.2f}")
print(f"Confidence: {result.confidence:.0%}")
print(result.narrative())

# Export results
result.to_png("vegetation.png")
result.to_dataframe().to_csv("data.csv")

Configuration

Create ~/.satellitehub/credentials.json:

{
  "cdse": {
    "username": "your-copernicus-email",
    "password": "your-copernicus-password"
  }
}

Register free at Copernicus Data Space.

CLI Report Generator

python -m satellitehub.scripts.run_analysis \
  --lat 52.23 --lon 21.01 \
  --days 30 \
  --name "Warsaw" \
  --output report.html

API Overview

Semantic Methods (High-Level)

loc = sh.location(lat=52.23, lon=21.01)

# Vegetation analysis
loc.vegetation_health(last_days=30)
loc.vegetation_change(period_1=("2024-01-01", "2024-01-31"),
                      period_2=("2024-06-01", "2024-06-30"))

# Weather data
loc.weather(last_days=30)

# Check available methods
loc.available_methods()

Data Tier (Low-Level)

# Direct provider access
provider = loc.get_provider("cdse")
entries = provider.search(location=loc, time_range=("2024-01-01", "2024-01-31"))
raw_data = provider.download(entries[0], bands=["B04", "B08"])

Data Sources

Provider	Data	Registration
CDSE	Sentinel-2 L2A imagery	Copernicus
CDS	ERA5 weather reanalysis	CDS
IMGW	Polish weather stations	No registration needed

Development

git clone https://github.com/kacperkonopka/satellitehub
cd satellitehub
pip install -e ".[all]"
pytest tests/

License

MIT License - see LICENSE for details.