NOAA-SWPC / WAM

Whole Atmosphere Model extension of the GFS
GNU General Public License v3.0
3 stars 7 forks source link

WAM mass density including Helium extrapolation to 1000km #28

Closed ZhuxiaoLi66 closed 3 years ago

ZhuxiaoLi66 commented 3 years ago

This work is aiming to make the WAM mass density data at fixed heights extrapolated to 1000km and including Helium density for the CRADA with a Texas group to check if WAM structure helps the satellite orbit propagation.
A structured code set has been established to make the WAM mass density data. The dataset is for the case of Mar.16-19 2015 St. Patrics storm at first. The Helium mixing ratio at WAM 140 pressure level is gotten from calling the MSIS2.0. By this mechanism, we include the Helium component to calculate the new WAM mass density.
The code set for this work is expected to build up the structure for routinely producing the WAM mass density data at fixed heights to 1000km.

ZhuxiaoLi66 commented 3 years ago

The dataset has been created, the validation work is on. The following are plots for the data at different height levels and compared with the original method without extrapolation and helium including. more validation will take.

ZhuxiaoLi66 commented 3 years ago

DEN_fixed_height_100km_1000km_helium_250km DEN_fixed_height_old_250km DEN_fixed_height_100km_1000km_helium_400km DEN_fixed_height_old_400km DEN_fixed_height_100km_1000km_helium_500km DEN_fixed_height_100km_1000km_helium_800km

timfullerrowell commented 3 years ago

Thanks Zhuxiao,

Are all the "new fixed height den" with or without Helium? Is this mainly a test of the new fixed height grid from gsm output and extrapolation, or are some with Helium.

Tim

On Sun, Apr 25, 2021 at 4:33 PM ZhuxiaoLi @.***> wrote:

The dataset has been created, the validation work is on. The following are plots for the data at different height levels and compared with the original method without extrapolation and helium including. more validation will take.

— You are receiving this because you were assigned. Reply to this email directly, view it on GitHub https://github.com/NOAA-SWPC/WAM/issues/28#issuecomment-826400517, or unsubscribe https://github.com/notifications/unsubscribe-auth/AH5BFOG26SVQLPR7NX74TMTTKSKB5ANCNFSM43RXO4SQ .

ZhuxiaoLi66 commented 3 years ago

Hi Tim, all the 'new fixed height den' includes the Helium by our algorithm. At low height levels (250km even 400km) it should be very close to our former interpolation results (ori_opr) as the above plots show. While my current concern is that at high height levels (500km), the 'new fixed height DEN' after we include Helium is still very close to the former results. I also made a code to extrapolate (to 1000km) the same output without including Helium (call MSIS), its DEN is very close (too close) to the DEN with Helium at 500km and 800km levels. will do further thinking & code checking later, maybe need to discuss it with you tomorrow or after. Zhuxiao

ZhuxiaoLi66 commented 3 years ago

The above problem has been solved by finding a bug in the code, now the values of the number density of Helium look reasonable and the total mass density at high levels (800km) has increased significantly with the algorithm of inclusion of the Helium. the following are the 6 hourly plots for number density and mass density profiles for 20150316 and 20150317 two days and the comparison with the first order of number & mass density profiles Tim sent to me. The basic results are consistent and it is very nice to see the change of the number densities and mass densities at the storm time (20150317). It is a success resulting from making the storm mode input to MSIS2.0 and the calling to it. the results need further thinking and discuss though.

num_density_new_fixed_height_He_5profiles_20150316 num_mass_densities_first_order_profiles num_density_new_fixed_height_He_5profiles_20150317

mass_density_new_fixed_height_He_5profiles_20150317 num_mass_densities_first_order_profiles mass_density_new_fixed_height_He_5profiles_20150316

timfullerrowell commented 3 years ago

Excellent. Thanks Zhuxiao.

It is possible to extrapolate the Helium down, as well as up, if we want to pretty the plot, but it makes virtually no practical difference to the total density.

I would be interested to see the difference if you use the MSIS without the storm mode input for the Helium. My expectation is that it should not make a lot of difference to the profile. Tim

On Wed, Apr 28, 2021 at 3:01 PM ZhuxiaoLi @.***> wrote:

The above problem has been solved by finding a bug in the code, now the values of the number density of Helium look reasonable and the total mass density at high levels (800km) has increased significantly with the algorithm of inclusion of the Helium. the following are the 6 hourly plots for number density and mass density profiles for 20150316 and 20150317 two days and the comparison with the first order of number & mass density profiles Tim sent to me. The basic results are consistent and it is very nice to see the change of the number densities and mass densities at the storm time (20150317). It is a success resulting from making the storm mode input to MSIS2.0 and the calling to it. the results need further thinking and discuss though.

[image: num_density_new_fixed_height_He_5profiles_20150316] https://user-images.githubusercontent.com/22546571/116471959-8188f600-a832-11eb-9936-3ab5912b45e6.png [image: num_mass_densities_first_order_profiles] https://user-images.githubusercontent.com/22546571/116471883-6b7b3580-a832-11eb-8dea-ed64b40731bf.png [image: num_density_new_fixed_height_He_5profiles_20150317] https://user-images.githubusercontent.com/22546571/116471910-72a24380-a832-11eb-8e05-85fd31ac63f7.png

[image: mass_density_new_fixed_height_He_5profiles_20150317] https://user-images.githubusercontent.com/22546571/116472038-9796b680-a832-11eb-8375-35c5bc7d58b9.png [image: num_mass_densities_first_order_profiles] https://user-images.githubusercontent.com/22546571/116472046-9a91a700-a832-11eb-9500-a83202c8ae45.png [image: mass_density_new_fixed_height_He_5profiles_20150316] https://user-images.githubusercontent.com/22546571/116472055-9e252e00-a832-11eb-8cd2-3a571dfb3f40.png

— You are receiving this because you were assigned. Reply to this email directly, view it on GitHub https://github.com/NOAA-SWPC/WAM/issues/28#issuecomment-828777541, or unsubscribe https://github.com/notifications/unsubscribe-auth/AH5BFOHZHFVK62BSN4GOB2DTLBZUDANCNFSM43RXO4SQ .

ZhuxiaoLi66 commented 3 years ago

Tim, you are right, the profiles of number and mass density of Helium are much more pretty after I made the downward extrapolation on Helium. And the whole profile plots looks more close to the historical profiles you sent. the following are the new number & mass density profile plots for 20150317 (0316 one is similiar).

num_density_new_fixed_height_He_5profiles_20150317 num_mass_densities_first_order_profiles mass_density_new_fixed_height_He_5profiles_20150317

ZhuxiaoLi66 commented 3 years ago

The kind of dissapointed thing is that as you said, the storm mode of MSIS2.0 doesn't offer a quite different mixing ratio of Helium, so it doesn't change the total mass density much. we get the almost same total mass density at the storm time at 500km and 800km.

timfullerrowell commented 3 years ago

Perfect. Thanks Zhuxiao.

On the MSIS storm response, that's exactly what I was hoping for and expecting. I wanted the storm Helium response to be driven by the WAM parameters and not dependent on the MSIS storm forcing. So far from a disappointment, it is exactly what it should have done, and what we need.

Tim

On Fri, Apr 30, 2021 at 12:53 PM ZhuxiaoLi @.***> wrote:

The kind of dissapointed thing is that as you said, the storm mode of MSIS2.0 doesn't offer a quite different mixing ratio of Helium, so it doesn't change the total mass density much. we get the almost same total mass density at the storm time at 500km and 800km.

— You are receiving this because you were assigned. Reply to this email directly, view it on GitHub https://github.com/NOAA-SWPC/WAM/issues/28#issuecomment-830302608, or unsubscribe https://github.com/notifications/unsubscribe-auth/AH5BFOEFGXGZRSEYANH67FTTLL4BFANCNFSM43RXO4SQ .

ZhuxiaoLi66 commented 3 years ago

Got it, thanks, Tim!

ZhuxiaoLi66 commented 3 years ago

A bug has been found and fixed in the downward extrapolation code which affected the total density about 400km height. The new output now looks fine and is downloading from Hera and will be uploaded the google drive later. The following are the new checking plots. DEN_output_debug_400km_20150317 DEN_output_debug_400km_20150316 DEN_output_debug_400km_20150319 DEN_output_debug_400km_20150318

twfang commented 3 years ago

Thanks @ZhuxiaoLi66 Could you please send me the path of these outputs on Hera?

ZhuxiaoLi66 commented 3 years ago

@twfang, the output is Hera:/scratch1/NCEPDEV/swpc/Zhuxiao.Li/save/MSIS2.0/data/ zz_WAM_den_helium_2015031600-031800_final_output_debug.nc zz_WAM_den_helium_2015031800-032000_final_output_debug.nc

ZhuxiaoLi66 commented 3 years ago

The new WAM DEN dataset has been verified by Tim and me. it looks good at all checked aspects. The following plots are the comparison of the global total mass density with & without the helium including. The helium including has significant effect on the magnitude of total mass density, especially during quiet time.

DEN_output_profiles_helium_nohelium_20150316_2 DEN_output_profiles_helium_nohelium_20150317_2 DEN_output_profiles_helium_nohelium_20150318_2 DEN_output_profiles_helium_nohelium_20150319_2

ZhuxiaoLi66 commented 3 years ago

DEN_output_profiles_helium_nohelium_20210626

ZhuxiaoLi66 commented 3 years ago

wfs_fixed-height_den_400km_20210626 wfs_fixed-height_den_400km_20150316

ZhuxiaoLi66 commented 3 years ago

wfs_fixed-height_den_800km_20210626 wfs_fixed-height_den_800km_20150316

ZhuxiaoLi66 commented 3 years ago

MSIS_fixed-height_den_400km_20210626 MSIS_fixed-height_den_800km_20210626

twfang commented 3 years ago

Using the outputs from the operational version, we are able to provide neutral density above the model top after all the validations. Thus, this issue is closed.