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Interferometric DEM Generation using Sentinel-1A SLC and SNAP
This guide walks you through the process of generating a Digital Elevation Model (DEM) using Sentinel-1A IW SLC products with the Sentinel Application Platform (SNAP).
Overview
Sentinel-1 satellites provide SAR data in SLC format, which can be used to generate interferometric DEMs using InSAR techniques. This involves processing a pair of SLC scenes over the same area, computing their phase difference (interferogram), and unwrapping the phase to generate elevation data.
Requirements
- ESA SNAP Toolbox with SAR/InSAR plugins
- Sentinel-1 IW SLC product (2 scenes, same orbit, different acquisition dates)
- SRTM 1sec HGT DEM (automatically downloaded by SNAP during terrain correction)
- At least 8 GB RAM
Input Data
- Download two Sentinel-1 IW SLC scenes for the same area with temporal baseline of ~6–24 days using ASF Alaska-1 Vertex by uploading the kml file for the targeted event co-ordinates (lat,long).
- Make sure both scenes are from the same orbit direction (Ascending/Descending).
Processing Steps in SNAP GUI
1. Split (Optional if specific sub-swath needed)
- Menu:
Radar > Sentinel-1 TOPS > Split - Select IW1, IW2, or IW3 and the burst as needed
2. Apply Orbit File
- Menu:
Radar > Apply Orbit File - Input: Both SLC images
- Output: Orbit-corrected products
3. Subset (Optional)
- Use if you want to focus on a smaller area (can speed up processing)
4. Co-registration: S-1 TOPS Coregistration
- Menu:
Radar > Interferometric > InSAR Stack Preparation > S-1 TOPS Coregistration - Input: Master and Slave images
- Output: Stack product
5. Enhanced Spectral Diversity (ESD)
- Menu:
Radar > Interferometric > InSAR Stack Preparation > Enhanced Spectral Diversity - Input: Co-registered stack
- Output: ESD-corrected stack
6. Interferogram Formation
- Menu:
Radar > Interferometric > Products > Interferogram Formation - Input: ESD-corrected stack
- Output: Wrapped interferogram
7. Deburst
- Menu:
Radar > Sentinel-1 TOPS > Deburst - Input: Interferogram
- Output: Continuous interferogram
8. Goldstein Phase Filtering
- Menu:
Radar > Interferometric > Filtering > Goldstein Phase Filtering - Output: Filtered interferogram
9. Phase Unwrapping (SNAPHU Export/Import)
- Export data for SNAPHU:
- Menu:
Radar > Interferometric > Unwrapping > SNAPHU Export - Run SNAPHU (external tool)
- Menu:
- Import unwrapped phase:
- Menu:
Radar > Interferometric > Unwrapping > SNAPHU Import
- Menu:
10. Phase to Height Conversion
- Menu:
Radar > Interferometric > Products > Phase to Elevation - Input: Unwrapped phase
11. Range-Doppler Terrain Correction
- Menu:
Radar > Geometric > Terrain Correction > Range-Doppler Terrain Correction - DEM: Select SRTM 1Sec HGT (auto-download)
- Output: Final geocoded DEM
Output
- A GeoTIFF or BEAM-DIMAP file containing your interferometrically derived DEM.
- You can view, export, or analyze the DEM using QGIS, SNAP, or any GIS tool.
Sample Output:
Additional Notes
- Temporal Baseline: Try pairs that are not too far apart in time to maintain coherence. Recommendation [ within 24days and 150 - 250m ]
- Coherence Map: Check before unwrapping. Poor coherence leads to unreliable DEMs.
- SNAPHU: Needed for phase unwrapping. Install separately and configure its path in SNAP.