Vyom
Python-based plugin for efficient, scalable access to satellite Earth observation data
Technical Features
Resolution-aware querying at user-defined spatial and temporal resolutions
Pre-download processing with masks, filters, and statistical reducers
Lazy loading architecture minimizing I/O overhead
Fast spatiotemporal querying for long time-series datasets
Multi-sensor support: Landsat, Sentinel, MODIS, ERA5, DEMs
2D and 3D visualization tools integrated with Kalpa
Applications
Custom-scale environmental monitoring
Large-scale time series extraction for AI models
Smart data reduction for ML workflows
Disaster and anomaly detection
Research-ready dataset curation
National/regional assessments