NOAA-EMC / godas

7 stars 4 forks source link

Qualitative analysis of ESA's freeboard observations #440

Closed guillaumevernieres closed 1 year ago

guillaumevernieres commented 1 year ago

Description

Investigate the quality of the retrieval compared to other estimates. For example, compare to:

mjhossen commented 1 year ago

The following things I will do:

mjhossen commented 1 year ago

@guillaumevernieres and @ShastriPaturi I have completed the superobing of sea-ice freeboard of ESA. But the length is different for different days. That's why, I got an error message while calculating the mean/max for a month of data. The data is located in the folder: /work2/noaa/ng-godas/jhossen/icefb_cryosat_esa/superob/2021/

mjhossen commented 1 year ago

Here is the plot of ICESat-2 (monthly) and IceBridge (daily). They are very different. Screen Shot 2023-01-18 at 5 22 03 PM Screen Shot 2023-01-18 at 11 02 26 AM

guillaumevernieres commented 1 year ago

@mjhossen : Your icebridge plot does not look right, the icebridge data are quite sparse, just a few aircraft tracks. Where are the obs coming from and what did you do to create the figure?

mjhossen commented 1 year ago

@guillaumevernieres Thank you for finding the error. This is actually CryoSat-2 (Level-4 Sea Ice Elevation, Freeboard, and Thickness V001) available from 20 Sep 2010. I recheck the source. The fact is the IceBridge data is only available until 25 April, 2013. So, I cannot use it for the comparison.
Screen Shot 2023-01-18 at 9 18 06 PM

mjhossen commented 1 year ago

Here is the ESA ice freeboard (2021-10) monthly mean. The ESA is not comparable to IceSat-2 in the sense that freeboard height is much higher than the ESA. However, it looks like ESA is comparable to CryoSat-2.

Screen Shot 2023-01-20 at 5 05 41 PM Screen Shot 2023-01-20 at 5 05 57 PM Screen Shot 2023-01-20 at 5 05 11 PM

mjhossen commented 1 year ago

Screen Shot 2023-02-09 at 10 46 20 AM Screen Shot 2023-02-09 at 4 07 44 PM

ShastriPaturi commented 1 year ago

Thanks @mjhossen. How are these comparable to ICESat-2 or other ice freeboard products?

mjhossen commented 1 year ago

@guillaumevernieres I have submitted a report on this issue. We can close it.