insarlab / MiaplPy

MIAmi Phase Linking in PYthon
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Multilook SLCs #52

Open mohseniaref opened 1 year ago

mohseniaref commented 1 year ago

Hi Sara,

I am working with full SLCs for InSAR time series. I think it could be computationally expensive for non linear phase inversion. Can I use multilooked SLCs instead?

Best regards, Mohammad

mirzaees commented 1 year ago

Hi @mohseniaref I agree that it is computationally expensive, but I do not suggest it. The improved multilooking in phase linking by selecting SHPs, is to avoid mixing different scatterers and this is one of the main differences from SBAS. If you use multilooked SLCs, then the covariance matrix is even more biased and you are actually performing double multilook (with miaplpy). You mentioned you are working with full SLCs, do you mean you are processing the full frame (large scale)? then If you don't care about a bias of ~2mm/y in case you have fading signal, and you are looking at large scale long wavelength displacement, you better use SBAS. Phase linking with current implementation is more suitable for small areas.

mohseniaref commented 1 year ago

Hi @mirzaees

Many many thanks for your response. I am working on landslide detection on large scale and see how much fading signal could impact landslide detection. So do you think is there any solution ?

mirzaees commented 1 year ago

Hi @mohseniaref, if you have access to high performance computers, you can go ahead and process with multiprocessing. But I would suggest to use SBAS for large scale and landslide detection, then process your false alarms locally with phase linking to see the impact.

mohseniaref-InSAR commented 1 year ago

@mirzaees Thanks so much for your response. I will go with multiprocessing on server.

mohseniaref commented 1 year ago

@mirzaees I emailed you. Have you recieved my message? Best regards,MMA

mirzaees commented 1 year ago

Hi @mohseniaref, Sorry I didn't receive an email