Has anyone a clue, how the appropriate number of looks (for multi-look processing) could be estimated, relating the incidence angle, the range- and the azimuth-resolution of a SAR image?
have you seen these topics?
- GRD multilook (number of looks)
- Equivalent number of looks (ENL)
- Number of looks (multilook) is there a range?
- Multilook and pixel size of SLC IW Sentinel 1
There is no ideal or “appropriate” number of looks, because it depends on your application. For example, if you want to analyze agricultural fields, you might reduce the resolution to 50x50 m per pixel to reduce noise in your data and also the data volumes, especially when you are working with large areas. In contrast, if you want to analyze fine-scaled features (e.g. roads), a small number of looks should be chosen to conserve the information present in single pixels.
Please also note that GRD data is already multi-looked to a pixel size of 10x10m.
thanks for your comments and the linked topics. I forgot to mention that I refer to SLC images. What I want to analyze is ground deformation, for that reason I have to take in account that the more the looks the more the introduced distortion. That is because I wondered if there is an option to roughly estimate the number of looks for SLC images relating the info that I have: range- and azimuth-resolution and incidence angle.
you can change the number of range looks in the multi-looking operator and see how the number of azimuth looks auomatically change and how this affects the target resolution under the given incidence angle
The maximum tolerable resolution depends on the patterns in your interferogram and what kind of deformations you expect. You can first create the interferogram and then test different multi-looking options. In some cases, filtering the interferogram is already sufficient, in others you need to apply rigorous multi-looking to overcome low coherence areas.
At a certail level of phase decorrelation, neither multi-looking nor filtering will help, so a visual analysis of the interferogram is a reasonable first step.
Thank you! I will test.