Lake SST

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Jialiwang
Posts: 16
Joined: Wed May 22, 2019 8:20 pm

Lake SST

Post by Jialiwang » Mon Jul 19, 2021 5:45 pm

Hi, I am running WRF v4.2.2 using ERA5 data for initial and boundary conditions over Great Lakes region. My spatial resolution is 4km. In the wrflowinp_d01, I noticed the SST over Great Lakes are blocky, not well covers the lakes along the shoreline. This affects the WRF output in all the variables because for those grid cells (at 4km) that should be influenced by the lakes (through the surface temperature), they were not. I am attaching figures overlapping the SST data from wrflowinp_d01 with USGS Shapefiles over the five lakes respectively.

So I went back looking at geo_em.d01.nc and met_em.d01* file. I found the SST in met_em.d01 files are the same in wrflowinp. I also noticed in both files there is a variable 'LANDMASK', which shows high resolution lakes and well covers the water bodies; there is 'LANDSEA' in met_em.d01 file, which is blocky and seems from the ERA5, according to this lines in METGRID.TBL:
name=LANDSEA
interp_option=nearest_neighbor
fill_missing=-1.
fill_lev=200100:LANDMASK(1)

this LANDSEA file covers more grid cells over lakes than the SST data. I am attaching these 3 variables (LANDMASK, LANDSEA, SST).

My question is, when we run wrf.exe, is there any interpolation/extrapolation for the grid cells (from ERA5's resolution to 4km) that are over lakes according to the landmasks, but there is no SST (all zeros)? Is LANDSEA being used for WRF or LANDMASK? There are many such grid cells if LANDMASK is used, even LANDSEA is used there are still such grid cells. If there is some interpolation going on along the shoreline of the lakes, then at least we will have some SST values (instead of zeros), they may not accurate because it may be extrapolated from the nearest ocean grid.

I am attaching my namelist.wps (WPS4.2) and namelist.input. Please note that I do not use any lake model. Can you please take a look and see I should change anything to make it more reasonable? Thank you!
Attachments
jw_lake_sst.zip
(602.21 KiB) Downloaded 5 times

Jialiwang
Posts: 16
Joined: Wed May 22, 2019 8:20 pm

Re: Lake SST

Post by Jialiwang » Mon Jul 19, 2021 7:03 pm

I would like to follow up with a figure showing the 2m air temperature using ERA5 SST as lower boundary conditions. as you can see that (1st column), if you zoom in, the T2 does show some blocky features along the coastline over each of the five lakes. This may indicate that there is no interpolation for the SST over the grid cells that are within the lake but there was no SST data. I am also not sure how the values over these blocks are generated. Are they extrapolated from the closet water grid?? As you can see from the 2nd and 3rd columns, when we use a high resolution SST over the lakes, there is no blocky temperature any more. and the difference between 1st and 2nd column along the blocks are very large. it looks not that obvious if we plot a relatively large domain. but if we zoom in and look into local features, e.g, urban heat island, lake breeze. these blocks show a large impact.

Look forward to discussing more and see whether this can be improved. Thanks!
Attachments
2018_Jun-Aug_T2_ctrl_modif_en01-10.ps
(2.57 MiB) Downloaded 6 times

Ming Chen
Posts: 1656
Joined: Mon Apr 23, 2018 9:42 pm

Re: Lake SST

Post by Ming Chen » Fri Jul 23, 2021 8:54 pm

Hi Jiali,
I just have one question: when you ungrib ERA5 data, did you include the surface invariant datafile? This is more like an issue that the landsea mask is not available in your input data.
By the way, where did you download the ERA5 data?
WRF Help Desk

Jialiwang
Posts: 16
Joined: Wed May 22, 2019 8:20 pm

Re: Lake SST

Post by Jialiwang » Thu Jul 29, 2021 12:04 am

Hi Ming,

Thanks for your reply. We have been downloading the ERA5 data in GRIB format from the copernicus website. I am attaching a screenshot showing all the surface variables we download.

Regarding your question, I am not sure, I will have to look into it. I remember I have seen a relevant discussion here. Will get back to you.

Thanks again!
Attachments
Screen Shot 2021-07-28 at 7.01.46 PM.png
surface variables downloaded from the Copernicus website

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