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sporadic large CO2 uptake causing coupled CLM_CO2_TYPE=prognostic run to abort #590

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klindsay28 opened this issue Dec 7, 2018 · 62 comments
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@klindsay28
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Details of support request

I'm doing a coupled model run using CLM_CO2_TYPE=prognostic with CESM2.
The run is aborting a few years in with the error message and stack traceback:
239: ENDRUN:
239: ERROR:
239: lnd_import ERROR: CO2 is outside of an expected range
239:Image PC Routine Line Source
239:cesm.exe 0000000003529B7D Unknown Unknown Unknown
239:cesm.exe 0000000002C9B7D2 shr_abort_mod_mp_ 114 shr_abort_mod.F90
239:cesm.exe 00000000019C9C3F abortutils_mp_end 50 abortutils.F90
239:cesm.exe 00000000019C6E46 lnd_import_export 251 lnd_import_export.F90
239:cesm.exe 00000000019BE266 lnd_comp_mct_mp_l 401 lnd_comp_mct.F90
239:cesm.exe 0000000000425BE4 component_mod_mp_ 728 component_mod.F90
...

The abort occurs at model date 0004-09-28.

To diagnose what is going on, I have rerun the month 0004-09 with nstep cpl hist and nstep clm hist on CMIP6 h0, h1, h2 files. This output is in $RUNDIR, mentioned below.

Examining the last few cpl.hi files, it looks like a2x_Sa_coprog at (i,j)=(9,143) (zero based indexing) drops from ~286 ppmv to 4.2 ppmv in a single timestep. This is below the 10 ppm threshold of #427 and abort is called.

It looks like this is being caused by a larger drawdown of CO2.
l2x_Fall_fco2_lnd is large and positive in the last cpl hist file.

Looking at clm2.h0 files, NEE at that same point is negative with a large magnitude.
There is a block of values around northern Italy with large magnitude negative NEE in the last clm2.h0 file.
The structure of the anomalous NEE values does not show up in GPP, but it does show up in NPP.
It shows up in AR as a large magnitude negative value, kinda a red flag.
Neither GR or MR show the anomalous values, so I'm inferring that the uptake is from one of the C terms thrown into AR to maintain C balance (e.g., XSMR related). I don't understand the nature of these terms.

Any suggestions on how to investigate this further?

The clm2 h1 and h2 files have sub-grid cell info, so hopefully that is helpful for deciphering what is going wrong.

If I look at animations of this nstep clm (or cpl) output, I see sporadic blips of very large CO2 uptake occurring at numerous grid points. I do not see an obvious pattern to the geographic distribution of the blips. They generally seem to appear for a single timestep. The blip at (i,j)=(9,143) happens to be enough of a CO2 drawdown to bring CO2 below the #427 10 ppmv threshold.

Important details of your setup / configuration so we can better assist you

release-clm5.0.14

**Have you made any modifications to code, xml files, etc.? no

compset=1850_CAM60_CLM50%BGC-CROP-CMIP6DECK_CICE%CMIP6_POP2%ECO%ABIO-DIC_MOSART_CISM2%NOEVOLVE_WW3_BGC%BPRP

aside from using BPRP, instead of BDRD, the compset is B1850

  • Location of case directory:
    CASEROOT=/glade/work/klindsay/cesm20_cases/B1850/b.e21.B1850_BPRP.f09_g17.CMIP6-piControl.tst.001

(The run was originally a hybrid off of b.e21.B1850.f09_g17.CMIP6-piControl.001, with RUN_REFDATE=0501-01-01, RUN_STARTDATE=0001-01-01, and modified CAM CO2 constituents (to bring their surface means closer to the 1850 values. After encountering the abort, I reran the last month with higher frequency output, having the case branch off of itself at 0004-09-01.)

  • Location of run directory:
    RUNDIR=/glade/scratch/klindsay/b.e21.B1850_BPRP.f09_g17.CMIP6-piControl.tst.001/run
@wwieder
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wwieder commented Dec 7, 2018

I can look at this when I get in today, @klindsay28. To my knowledge, this is something we haven't seen in offline simulations, but I guess we wouldn't have that abort flag when running with prescribed CO2? @ekluzek what was similar behavior the motivation for #427 in the first place?

@dlawrenncar
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@olyson , @rosiealice Thanks Will, we should investigate as a high priority. Adding in Keith and Rosie to discussion to have a few more in the loop in case not following this issue.

I agree with Will that we are not aware of this issue happening in offline runs, but we may not have caught it if it happens only very rarely ... though I would expect it to show up as a large NEE anomaly even at global or regional / annual level that we would see in standard timeseries in CLM diagnostics plots. I looked at CLM5 runs and didn't see any evidence either globally or regionally in an NEE or AR spike that was outside the norm.

@rosiealice
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I've never seen anything like that either, and second what Dave said, we'd probably expect to see it... Very strange :/

@dlawrenncar
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dlawrenncar commented Dec 7, 2018 via email

@klindsay28
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ar_0e_40e_35n_55n_3days

Attached is a figure of AR integrated over 0E-40E, 35N-55N. AR is sampled every timestep, and plotted for 3 days preceding the abort. There are numerous dips that correspond to negative AR somewhere in this domain. Because of their short duration, I expect them to be evident with longer duration sampling. The dip that causes the abort is not shown, it is in the next time step. The value of AR integrated over this box for that timestep is -934, which is way off the scale of the plot. So the abort is caused by something anomalous even compared to the dips evident in this plot.

(I'll be offline for most of today, I'm about to board a flight to AGU.)

@wwieder
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wwieder commented Dec 7, 2018

There are a few points in the code that might generate these negative AR fluxes
https://github.com/ESCOMP/ctsm/blob/7755baf3f729ff9adb0e39088c02113bbc9ebb58/src/biogeochem/CNVegCarbonFluxType.F90#L4121 (when the crop model is on)
or
https://github.com/ESCOMP/ctsm/blob/7755baf3f729ff9adb0e39088c02113bbc9ebb58/src/biogeochem/CNVegCarbonFluxType.F90#L4129 (when fun is active).

I'm not sure what either of these fluxes comes from, but will try cloning @klindsay28 's case and writing these out to history files.

@billsacks billsacks added the support user or developer needs help label Dec 7, 2018
@klindsay28
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klindsay28 commented Dec 7, 2018 via email

@wwieder
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wwieder commented Dec 7, 2018

@slevisconsulting and @danicalombardozzi, do you have any old memories of what is being done with xsmr fluxes in the crop model? I'll trace this through the code, but am curious how or why we're handling AR fluxes differently in the crop model?

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danicalombardozzi commented Dec 7, 2018 via email

@wwieder
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wwieder commented Dec 7, 2018

@dlawrenncar , @danicalombardozzi mentioned that you'd had a previous discussion with Maoyi and Bin about a similar issue with negative xsmr fluxes associated with harvest. From @klindsay28 runs it looks like the strongly negative fluxes may be associated with harvest in agricultural regions? The attached image shows AR fluxes from Sept 28, just before the coupled model crashes.
screen shot 2018-12-07 at 11 15 25 am

@wwieder
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wwieder commented Dec 7, 2018

This feature is also evident in the offline CLM5 runs we've done and can likely be seen in the monthly .h0. history files where we have negative AR in some grids for particular months. This is June 1851 from Pete's recent simulation i.e21.IHIST.f09_g17.CMIP6-land-hist.001
ar_clm5_offline

@jinyuntang
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jinyuntang commented Dec 7, 2018 via email

@wwieder
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wwieder commented Dec 7, 2018

At harvest, any C in the xsmr pool will go to the atmosphere.
https://github.com/ESCOMP/ctsm/blob/7755baf3f729ff9adb0e39088c02113bbc9ebb58/src/biogeochem/dynHarvestMod.F90#L342
Globally, this pool is large, and very negative. @ckoven, I know you've looked at this. Can you shed any light into what's going on here? Why?
xsmr_pool_clm5_offline

@wwieder
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wwieder commented Dec 7, 2018

It wouldn't fix the underlying issue, but would a quick fix be to apply something like the hrv_xsmrpool_to_atm_dribbler to smooth out how the atmosphere sees this negative C flux? @billsacks maybe you can commend on what the 'dribbler' is supposed to do?
https://github.com/ESCOMP/ctsm/blob/7755baf3f729ff9adb0e39088c02113bbc9ebb58/src/biogeochem/CNVegCarbonFluxType.F90#L745

Alternatively, could we transfer the xsmr to litter pools, instead of the atmosphere?
hrv_deadcrootc_to_litter(p) = deadcrootc(p) * m
hrv_deadcrootc_to_litter(p) = hrv_deadcrootc_to_litter(p) + xsmrpool(p) * m
https://github.com/ESCOMP/ctsm/blob/7755baf3f729ff9adb0e39088c02113bbc9ebb58/src/biogeochem/dynHarvestMod.F90#L341

Neither of these are very satisfying fixes, so other ideas would be welcome

@wwieder
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wwieder commented Dec 7, 2018

Oner more thought on this, @ckoven maybe you have thoughts here? Would allowing a quicker recovery of the xsmrpool potentially alleviate these negative AR fluxes with harvest? this could be done by changing the daysrecover parameter (currently set to 30 days). The issue here, is we'll also be changing global C fluxes, by modifying the calculation of availc. @dlawrenncar , I'd guess this is a non-starter at this stage of the game?
xsmrpool_recover(p) = -xsmrpool(p)/(dayscrecover*secspday)
https://github.com/ESCOMP/ctsm/blob/7755baf3f729ff9adb0e39088c02113bbc9ebb58/src/biogeochem/NutrientCompetitionFlexibleCNMod.F90#L1450

@dlawrenncar
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dlawrenncar commented Dec 7, 2018 via email

@wwieder
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wwieder commented Dec 7, 2018

@dlawrenncar & @danicalombardozzi I've gotten lost in the crop phenology code, but don't really understand why these fluxes are zeroed out in CNCStateUpdate1? I'd assume that this is the flux giving us a large negative AR flux?

https://github.com/ESCOMP/ctsm/blob/7755baf3f729ff9adb0e39088c02113bbc9ebb58/src/biogeochem/CNCStateUpdate1Mod.F90#L480

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wwieder commented Dec 7, 2018

@klindsay28 can you rerun your high frequency output simulations with this block of code around line 1540 of CNVegCarbonFluxType.F90? I'd like to confirm that crop harvest is causing the negative AR fluxes and big drop in CO2 concentrations.

    this%ar_patch(begp:endp) = spval
    call hist_addfld1d (fname='AR', units='gC/m^2/s', &
         avgflag='A', long_name='autotrophic respiration (MR + GR)', &
         ptr_patch=this%ar_patch)

! -- WW added for #590
this%hrv_xsmrpool_to_atm_patch(begp:endp) = spval
call hist_addfld1d (fname='HRV_XSMR_TO_ATM', units='gC/m^2/s', &
avgflag='A', long_name='harvest xsmr to atm', &
ptr_patch=this%hrv_xsmrpool_to_atm)

    this%xsmrpool_to_atm_patch(begp:endp) = spval
    call hist_addfld1d (fname='XSMR_TO_ATM', units='gC/m^2/s', &
         avgflag='A', long_name='xsmr to atm', &
         ptr_patch=this%xsmrpool_to_atm)

! -- WW added

    this%npp_patch(begp:endp) = spval
    call hist_addfld1d (fname='NPP', units='gC/m^2/s', &
         avgflag='A', long_name='net primary production', &
         ptr_patch=this%npp_patch)

@klindsay28
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Sure thing @wwieder. The run is now in progress.
I went ahead and added the new fields to the h1 and h2 tapes too (per pft and landunit respectively), just in case you want to see these terms subgridcell.

@ckoven
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ckoven commented Dec 8, 2018

just got off a plane and saw this. nothing obvious comes to mind to me.

@slevis-lmwg
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Sorry for the delayed response, though I'm afraid I don't have suggestions at this time.

@wwieder
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wwieder commented Dec 8, 2018

@klindsay28 's runs confirm that the large negative flux is coming from xsmrpool_to_atm_patch, which occurs at harvest in a single time step. You can see a map here
/glade/scratch/wwieder/negAR_test.nc

The magnitude of the negative flux is really big, compared to MR and GR fluxes, but could occur with XSMRPOOL ~ -20 gC/m2 (assuming 100% crop coverage over the gridcell).

It seems this is the code responsible for the large instantaneous flux:
CNCStateUpdate1Mod.F90:
cf_veg%xsmrpool_to_atm_patch(p) = cf_veg%xsmrpool_to_atm_patch(p) + cs_veg%xsmrpool_patch(p)/dt

@dlawrenncar and @klindsay28 I'm a little unsure of the code modifications that would be preferred here, or the timeframe we have to work with? One patch would be to dribbling this flux to the atmosphere, as with wood harvest. This would likely alleviate the large negative AR fluxes that are causing the prognostic CO2 runs to fail. Alternatively, the harvest xsmr flux could be passed to litter, instead of the atmosphere, but I'm unsure if this could generate negative litter pools in some cases and would certainly change answers. Neither patch addresses the underlying issue with large xsmr pools that are accumulating (esp. in crops).

more of Keith's simulation can be found here if you're interested, which includes pft-level h1 files if we want to dive into the causes.
/glade/scratch/klindsay/b.e21.B1850_BPRP.f09_g17.CMIP6-piControl.tst.001/run

@dlawrenncar
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@wwieder Recalling @klindsay28's statement at the beginning of thread. The atmospheric CO2 drops down to something like 4ppm. A huge, huge drop, right? Maybe I am not understanding something, but if we dribbled the negative AR flux out over a year, we would still see a massive drop in CO2. My guess is still that what is happening here in the crash is an extreme version with a crazy high negative AR flux that is not really similar to the more standardly poor negative AR fluxes around harvest that are occurring frequently. @wwieder do you agree?

@klindsay28
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@dlawrenncar, I think dribbling has the potential to be effective.
While there was an O(280) ppm drop in a2x_Sa_coprog, this was at a single grid cell. The blip that led to the abort occurred at local night, so I suspect that the effect of the CO2 uptake was concentrated into a shallow boundary layer, enhancing the effect's magnitude. If the flux were dribbled out over time, it would give atmospheric transport time to distribute the anomaly, both laterally and vertically. It doesn't take too much transport to reduce the effect's impact by 100x, which would be manageable.

@dlawrenncar
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@klindsay28 Thanks Keith. Yes, after discussing with Will just now, we agree with you that the flux dribbler this has the potential to solve the issue. @olyson Can you attempt to implement the flux dribbler solution this week? Longer term, we need to resolve the accumulation/occurrence of negative XSMRPOOL. Jinyun has thoughts about that so we will follow up with him.

@rosiealice
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rosiealice commented Dec 8, 2018 via email

@klindsay28
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The line of code pointed to by @wwieder in CNCStateUpdate1Mod.F90 is preceded with the block of comments below. It's not clear to me if the concerns mentioned in these comments are applicable to xsmrpool. If so, it might be prudent to keep on eye on isotopes when dribbling is enabled. (The coupled runs do have land C isotopes enabled.)

! DML (06-20-2017) While debugging crop isotope code, found that cpool_patch and frootc_patch
! could occasionally be very small but nonzero numbers after crop harvest, which persists
! through to next planting and for reasons that could not 100%
! isolate, caused C12/C13 ratios to occasionally go out of
! bounds. Zeroing out these small pools and putting them into the flux to the
! atmosphere solved many of the crop isotope problems

@wwieder
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wwieder commented Dec 8, 2018

one more favor @klindsay28 can you repeat the high run one more time with XSMRPOOL added to the h1 and h2 files? I'd like to see how big some of the crop XSMRPOOLs get?

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olyson commented Dec 17, 2018

I"m just going to point you to some code. A comparison of my branch with these changes compared to the latest clm release tag is here:

release-clm5.0...olyson:hrv_xsmrpool_to_atm

If it helps to look at the full modules, the code I used for an offline historical is here:

/gpfs/fs1/work/oleson/release-clm5.0.15_hrv_xsmrpool_to_atm/src

The sourcemods I used for my clone of Keith's case are here:

/gpfs/fs1/work/oleson/cesm2_0_runs/b.e21.B1850_BPRP.f09_g17.CMIP6-piControl.tst.001/SourceMods/src.clm

These mods differ from my branch in that I had to comment out the new restart variables since Keith's run was a branch.

I'm going to run a pair of short land-only historical runs to check energy/water/flux changes as suggested by Will.

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wwieder commented Dec 19, 2018 via email

@olyson
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olyson commented Dec 19, 2018

I'll give it a try.

@olyson
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olyson commented Dec 19, 2018

Keith's case ran to completion for 1 month.
The lowest a2x_Sa_coprog timestep value I see for the last five days of the month is 261.153 ppm.

@wwieder
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wwieder commented Dec 19, 2018 via email

@dlawrenncar
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dlawrenncar commented Dec 19, 2018 via email

@olyson
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olyson commented Dec 19, 2018

Keith,

I have source code for your simulation to try here:

/gpfs/fs1/work/oleson/cesm2_0_runs/b.e21.B1850_BPRP.f09_g17.CMIP6-piControl.tst.001/SourceMods/src.clm

Note that I added a few restart variables in CNVegCarbonStateType.F90. But I commented those lines out to run my clone of your simulation which was a branch. If you are not running a branch then you would need to uncomment those lines. They are marked/bracketed by "!KO".

Keith

@klindsay28
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Keith,
I'm setting up a new case with your mods.
CASEROOT=/glade/work/klindsay/cesm20_cases/B1850/b.e21.B1850_BPRP.f09_g17.CMIP6-piControl.tst.002
It is a hybrid off of the CMIP6 piControl. It's not clear to me what I should be doing regarding the new restart variables. After running preview_namelist, lnd_in the new case includes the line:
finidat = 'b.e21.B1850.f09_g17.CMIP6-piControl.001.clm2.r.0501-01-01-00000.nc'
If I include the new restart variables, will the new case be able to start from the above file?
If I don't include the new restart variables, will the new case restart exactly?
Keith

@olyson
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olyson commented Dec 20, 2018

The new case should be able to start from the above file even if you include the new restart variables. My offline historical case starts from an initial file that doesn't have those restart variables on it. So I would uncomment the lines in CNVegCarbonStateType.F90 and try it.

@olyson
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olyson commented Jan 3, 2019

From Keith Lindsay:

The coupled model run with CLM mods to avoid the previous aborts is nearly out 40 years.
Good news: The fix appears to have solved the problem with the aborts.

Attached are some timeseries plots of globally averaged annual mean CO2 surface values and surface fluxes (+ up) (plots not attached here).
The lower panel has a 9 year filter.

It looks like the system might be stabilizing atm CO2, but with a steady transfer of C from lnd to ocn, via atm, at a rate of about 0.1 PgC/y.

Could someone please run LMWG diags on this case, so that we can look for anything suspicious?

CASE b.e21.B1850_BPRP.f09_g17.CMIP6-piControl.tst.002
CASEROOT /glade/work/klindsay/cesm20_cases/B1850/b.e21.B1850_BPRP.f09_g17.CMIP6-piControl.tst.002
DOUT_S_ROOT /glade/scratch/klindsay/archive/b.e21.B1850_BPRP.f09_g17.CMIP6-piControl.tst.002

The run is a hybrid off of b.e21.B1850.f09_g17.CMIP6-piControl.001 at 0501-01-01, so maybe it makes sense to compare years 1-30 of the new run to 501-531 of b.e21.B1850.f09_g17.CMIP6-piControl.001.

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olyson commented Jan 3, 2019

My branch for this is here:

https://github.com/olyson/ctsm/tree/hrv_xsmrpool_to_atm

I have done very limited testing just to make sure restarts work. The following tests pass (or fail) as expected:

ERP_Ld5.f09_g17.I1850Clm50BgcCropCru.cheyenne_intel.clm-ciso
ERS_D_Ld10.f10_f10_musgs.IHistClm50SpG.cheyenne_intel.clm-glcMEC_decrease
ERS_D_Ld3.f09_g17_gl4.I1850Clm50BgcCrop.cheyenne_intel.clm-clm50KitchenSink

We'd like to have this activated via a namelist item, so that we can turn it off for runs either than scenario runs. I'm suggesting a software engineer do that if possible. I can either run the full test suite as is right now or perhaps we should wait until the namelist item is added.

@klindsay28
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Followup, based on conversation with @dlawrenncar
The default value for this new to-be-named namelist var controlling if these mods are to be activated should be based on the env_run.xml var CLM_CO2_TYPE. By default, the mods are activated if CLM_CO2_TYPE==prognostic, and the mods are not activated otherwise. Unless the user explicitly sets this nml var via user_nl_clm, answers should only change if CLM_CO2_TYPE==prognostic.

@ekluzek
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ekluzek commented Jan 7, 2019

We decided the name of the namelist variable should be: dribble_crophrv_xsmrpool_2atm

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ekluzek commented Jan 8, 2019

There's a hard-coded constant in the mods to fix this. This is a bad practice that we know we should try to stay away from. I just checked with @olyson and @wwieder to verify that they don't think it's likely that this parameter would be tuned, and the answer is that it's unlikely enough that leaving it hardcoded is probably OK.

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ekluzek commented Jan 9, 2019

I made the constant kprod05 a parameter, and made sure all new history variables are default='inactive'. Making kprod05 double precision changes answers, so I'm leaving it as it is. Now working on making the namelist work correctly.

@ekluzek
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ekluzek commented Jan 17, 2019

Fix in release-clm5.0.16

@billsacks billsacks added bug something is working incorrectly and removed support user or developer needs help labels May 24, 2019
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ekluzek commented May 19, 2020

This was brought to master in ctsm1.0.dev093.

@ekluzek ekluzek closed this as completed May 19, 2020
@wwieder
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wwieder commented May 21, 2020

I'm reopening this issue, because it doesn't seem to be fixed.

These results are from Keith Rodgers, generated by the CESM2 LES. The plot shows daily output from 3 ensemble members for one gridcell (45N, 100W).
Screen Shot 2020-05-19 at 12 14 00 AM
Of note are the large blips in July-Aug that seem to occur with harvest, see concurrent declines in grid cell LAI that are associated with large negative AR fluxes. These make me think the xsmr bug fix isn't working.
Screen Shot 2020-05-19 at 6 58 49 PM
Screen Shot 2020-05-19 at 10 17 08 PM
@olyson confirmed that this bug was fixed in release-clm5.0.16 and the LE is using release-clm5.0.30, but that the fix for that bug is triggered by when CLM_CO2_TYPE is prognostic and these runs don't have prognostic CO2.

<dribble_crophrv_xsmrpool_2atm co2_type="prognostic" use_crop=".true.">.true.</dribble_crophrv_xsmrpool_2atm>

I'm not sure why we decided to just do this with prognostic CO2, @dlawrenncar and @klindsay28 do you recall? Was it to avoid changing answers for CESM2 simulations? Would it be appropriate to do this for all runs with active crops in CTSM5.1 @danicalombardozzi ?

  • Note, this won't solve the more persistent issue of XSMR, but it would hopefully make analysis easier...

@dlawrenncar
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dlawrenncar commented May 21, 2020 via email

@danicalombardozzi
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danicalombardozzi commented May 21, 2020 via email

@wwieder
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wwieder commented May 21, 2020

I don't think we want to change this for CESM2 LE runs, but maybe I'll tag this for CESM2.2. @ekluzek can this just be folded into another upcoming tag to master?

@ekluzek
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ekluzek commented Sep 29, 2020

We tried putting this into the LENS experiments and it showed significant change to answers and climate:

Here's an example from Jim Edwards:

Looking at the 1850-01 cam h0 file it looks like only the CO2 fields are affected as you suggest, but by the end of 10 years
all fields seem to be impacted:

cprnc b.e21nanr.BHISTcmip6.f09_g17.LE2-NF-1301.001.cam.h0.1850-01.nc /share/CESM/archive/b.e21.BHISTcmip6.f09_g17.LE2-1301.001/atm/hist/b.e21.BHISTcmip6.f09_g17.LE2-1301.001.cam.h0.1850-01.nc | grep RMS
RMS CO2 1.7863E-09 NORMALIZED 3.7108E-06
RMS CO2_LND 1.7865E-09 NORMALIZED 3.6248E-06
RMS SFCO2 4.1741E-11 NORMALIZED 1.5487E-02
RMS SFCO2_LND 4.1741E-11 NORMALIZED 2.1988E-02
RMS TMCO2 1.1578E-05 NORMALIZED 2.4924E-06
RMS TMCO2_LND 1.1580E-05 NORMALIZED 2.3460E-06

(cesm-env2) jedwards@elogin1:/mnt/lustre/share/CESM/archive/b.e21nanr.BHISTcmip6.f09_g17.LE2-NF-1301.001/atm/hist> cprnc b.e21nanr.BHISTcmip6.f09_g17.LE2-NF-1301.001.cam.h0.1859-12.nc /share/CESM/archive/b.e21.BHISTcmip6.f09_g17.LE2-1301.001/atm/hist/b.e21.BHISTcmip6.f09_g17.LE2-1301.001.cam.h0.1859-12.nc | grep RMS
RMS ABSORB 4.5564E-07 NORMALIZED 1.8690E+00
RMS ACTREL 9.2436E-01 NORMALIZED 6.8234E-01
RMS ADRAIN 2.4280E-05 NORMALIZED 1.4604E+00
RMS ADSNOW 8.3100E-05 NORMALIZED 7.4334E-01
RMS AEROD_v 3.5352E-02 NORMALIZED 3.7122E-01
RMS ANRAIN 3.2623E+03 NORMALIZED 1.7125E+00
RMS ANSNOW 3.3546E+01 NORMALIZED 1.7967E+00
RMS AODABSdn 1.3980E-03 NORMALIZED 5.9276E-01
RMS AODBCdn 6.3644E-04 NORMALIZED 4.1592E-01
RMS AODDUST 2.2142E-02 NORMALIZED 1.5131E+00
RMS AODDUST1 1.1437E-03 NORMALIZED 1.3734E+00
RMS AODDUST2 1.5211E-07 NORMALIZED 2.3504E+00
RMS AODDUST3 1.8852E-02 NORMALIZED 1.5539E+00
RMS AODNIRstdn 1.3023E-04 NORMALIZED 1.2553E-01
RMS AODPOMdn 1.1829E-03 NORMALIZED 4.2087E-01
RMS AODSO4dn 1.5945E-03 NORMALIZED 3.9788E-01
RMS AODSOAdn 2.3258E-03 NORMALIZED 3.4555E-01
RMS AODSSdn 2.3599E-02 NORMALIZED 4.1658E-01
RMS AODUVdn 3.1652E-02 NORMALIZED 3.5235E-01
RMS AODUVstdn 2.8574E-04 NORMALIZED 8.2162E-02
RMS AODVIS 3.5354E-02 NORMALIZED 3.7493E-01
RMS AODVISdn 3.3351E-02 NORMALIZED 3.9369E-01
RMS AODVISstdn 2.0915E-04 NORMALIZED 8.7135E-02
RMS AODdnDUST1 1.0952E-03 NORMALIZED 1.4570E+00
RMS AODdnDUST2 1.4695E-07 NORMALIZED 2.5123E+00
RMS AODdnDUST3 1.8189E-02 NORMALIZED 1.6900E+00
RMS AODdnMODE1 7.4883E-03 NORMALIZED 2.7576E-01
RMS AODdnMODE2 1.6209E-05 NORMALIZED 3.7059E-01
RMS AODdnMODE3 2.7633E-02 NORMALIZED 5.0187E-01
RMS AQRAIN 1.2513E-06 NORMALIZED 2.3638E+00
RMS AQSNOW 3.1326E-06 NORMALIZED 2.0539E+00
RMS AQ_SO2 1.1404E-12 NORMALIZED 7.4554E-01
RMS AREI 6.6028E+00 NORMALIZED 1.1195E+00
RMS AREL 5.9954E-01 NORMALIZED 1.3116E+00
RMS AWNC 2.1066E+06 NORMALIZED 1.8871E+00
RMS AWNI 8.7552E+03 NORMALIZED 3.9771E+00
RMS BURDENBCdn 4.1956E-08 NORMALIZED 4.3043E-01
RMS BURDENDUSTdn 3.8966E-05 NORMALIZED 1.7115E+00
RMS BURDENPOMdn 3.4022E-07 NORMALIZED 4.1645E-01
RMS BURDENSEASALTdn 5.8343E-06 NORMALIZED 3.6709E-01
RMS BURDENSO4dn 1.8784E-07 NORMALIZED 2.7007E-01
RMS BURDENSOAdn 3.3454E-07 NORMALIZED 2.8205E-01
RMS CAPE 1.7965E+01 NORMALIZED 4.1679E-01
RMS CCN3 5.2584E+00 NORMALIZED 5.2469E-01
RMS CDNUMC 5.6540E+09 NORMALIZED 4.9631E-01
RMS CLDHGH 1.4800E-01 NORMALIZED 3.2352E-01
RMS CLDICE 1.1526E-06 NORMALIZED 1.9558E+00
RMS CLDLIQ 7.4248E-06 NORMALIZED 1.4969E+00
RMS CLDLOW 1.1162E-01 NORMALIZED 2.3422E-01
RMS CLDMED 1.2297E-01 NORMALIZED 3.2150E-01
RMS CLDTOT 1.2221E-01 NORMALIZED 1.6430E-01
RMS CLOUD 8.2431E-02 NORMALIZED 5.9266E-01
RMS CLOUDCOVER_CLUBB 8.2081E-02 NORMALIZED 5.9618E-01
RMS CLOUDFRAC_CLUBB 4.6544E-02 NORMALIZED 9.4410E-01
RMS CME 2.2061E-09 NORMALIZED 1.6841E+00
RMS CMFMC 8.1403E-04 NORMALIZED 1.2862E+00
RMS CMFMCDZM 8.1403E-04 NORMALIZED 1.2862E+00
RMS CO2 1.3431E-06 NORMALIZED 2.7738E-03
RMS CO2_FFF 1.0347E-08 NORMALIZED 2.4217E-05
RMS CO2_LND 1.4996E-06 NORMALIZED 2.9912E-03
RMS CO2_OCN 1.9331E-07 NORMALIZED 4.9326E-04
RMS CONCLD 9.1540E-03 NORMALIZED 1.3387E+00
RMS DCQ 4.1163E-09 NORMALIZED 1.4878E+00
RMS DF_H2O2 1.5545E-13 NORMALIZED 2.6289E-01
RMS DF_H2SO4 2.0657E-16 NORMALIZED 8.2276E-01
RMS DF_SO2 2.2799E-12 NORMALIZED 1.6806E+00
RMS DH2O2CHM 1.3118E-03 NORMALIZED 7.2072E-01
RMS DMS 3.5328E-11 NORMALIZED 1.2027E+00
RMS DMS_SRF 1.5562E-10 NORMALIZED 6.0026E-01
RMS DSTSFMBL 7.7556E-10 NORMALIZED 1.0415E+01
RMS DTCOND 9.3444E-06 NORMALIZED 1.2303E+00
RMS DTCORE 1.0551E-05 NORMALIZED 1.0289E+00
RMS DTV 2.7928E-07 NORMALIZED 4.9394E+00
RMS DTWR_H2O2 4.4737E-16 NORMALIZED 1.1722E+00
RMS DTWR_H2SO4 3.7780E-18 NORMALIZED 4.0094E+00
RMS DTWR_SO2 2.0670E-15 NORMALIZED 1.6046E+01
RMS Dso4_a1CHM 7.8719E-04 NORMALIZED 3.5873E+00
RMS Dso4_a2CHM 1.1387E-04 NORMALIZED 3.0557E+00
RMS Dso4_a3CHM 4.9276E-05 NORMALIZED 2.5329E+00
RMS EVAPPREC 4.4875E-10 NORMALIZED 1.5470E+00
RMS EVAPQZM 3.0332E-10 NORMALIZED 1.5770E+00
RMS EVAPTZM 9.1979E-07 NORMALIZED 1.7264E+00
RMS EXTINCTNIRdn 1.2520E-05 NORMALIZED 1.1538E+00
RMS EXTINCTUVdn 1.0836E-05 NORMALIZED 9.5453E-01
RMS EXTINCTdn 1.1460E-05 NORMALIZED 1.0311E+00
RMS EXTxASYMdn 9.4289E-06 NORMALIZED 1.0552E+00
RMS FCTL 6.3166E-02 NORMALIZED 6.0818E-01
RMS FICE 8.9415E-02 NORMALIZED 2.7731E-01
RMS FLDS 1.3250E+01 NORMALIZED 4.5044E-02
RMS FLDSC 8.9648E+00 NORMALIZED 3.3989E-02
RMS FLNR 1.1477E+01 NORMALIZED 5.5754E-02
RMS FLNS 9.2019E+00 NORMALIZED 1.7304E-01
RMS FLNSC 5.7493E+00 NORMALIZED 6.8795E-02
RMS FLNT 1.0909E+01 NORMALIZED 4.9234E-02
RMS FLNTC 4.9047E+00 NORMALIZED 2.0294E-02
RMS FLNTCLR 2.9301E+01 NORMALIZED 6.8881E-01
RMS FLUT 1.0910E+01 NORMALIZED 4.8912E-02
RMS FLUTC 4.9034E+00 NORMALIZED 2.0164E-02
RMS FREQCLR 1.1045E-01 NORMALIZED 6.6347E-01
RMS FREQI 5.5864E-02 NORMALIZED 9.9061E-01
RMS FREQL 3.6525E-02 NORMALIZED 1.2131E+00
RMS FREQR 4.4420E-02 NORMALIZED 1.0529E+00
RMS FREQS 6.6910E-02 NORMALIZED 8.0497E-01
RMS FREQZM 1.0423E-01 NORMALIZED 4.8251E-01
RMS FSDS 1.9860E+01 NORMALIZED 1.0603E-01
RMS FSDSC 2.7230E+00 NORMALIZED 1.1074E-02
RMS FSNR 1.7169E+01 NORMALIZED 9.1691E-02
RMS FSNS 1.9430E+01 NORMALIZED 1.4569E-01
RMS FSNSC 1.3595E+01 NORMALIZED 7.4454E-02
RMS FSNT 1.6881E+01 NORMALIZED 8.4318E-02
RMS FSNTC 1.2862E+01 NORMALIZED 5.2771E-02
RMS FSNTOA 1.6877E+01 NORMALIZED 8.3449E-02
RMS FSNTOAC 1.2859E+01 NORMALIZED 5.2325E-02
RMS FSUTOA 1.6877E+01 NORMALIZED 1.3649E-01
RMS GS_SO2 1.3123E-12 NORMALIZED 4.0823E-01
RMS H2O 6.4598E-04 NORMALIZED 2.4180E-01
RMS H2O2 1.7534E-11 NORMALIZED 2.9222E-01
RMS H2O2_SRF 2.0591E-11 NORMALIZED 2.0728E-01
RMS H2O_CLXF 4.6316E+08 NORMALIZED 6.0376E-03
RMS H2O_CMXF 1.3855E-13 NORMALIZED 6.0378E-03
RMS H2O_SRF 1.1355E-03 NORMALIZED 1.0632E-01
RMS H2SO4 2.2864E-14 NORMALIZED 9.5670E-01
RMS H2SO4_SRF 2.0769E-14 NORMALIZED 1.6025E+00
RMS H2SO4_sfnnuc1 7.9489E-15 NORMALIZED 9.8849E-01
RMS HO2 1.2911E-14 NORMALIZED 2.4478E-03
RMS ICEFRAC 6.6576E-02 NORMALIZED 5.2885E-01
RMS ICIMR 1.9687E-06 NORMALIZED 1.8230E+00
RMS ICWMR 9.0297E-06 NORMALIZED 1.0592E+00
RMS IWC 6.4066E-07 NORMALIZED 1.6754E+00
RMS KVH_CLUBB 4.3020E+00 NORMALIZED 1.0004E+00
RMS LHFLX 1.7319E+01 NORMALIZED 2.7505E-01
RMS LWCF 8.2530E+00 NORMALIZED 4.1021E-01
RMS MASS 1.5531E+10 NORMALIZED 5.3750E-03
RMS MSKtem 2.3543E-01 NORMALIZED 7.5742E-03
RMS NITROP_PD 4.7597E-02 NORMALIZED 1.5231E+00
RMS NO3 1.0460E-14 NORMALIZED 2.2339E-03
RMS NUMICE 4.2302E+04 NORMALIZED 4.8770E+00
RMS NUMLIQ 2.0433E+06 NORMALIZED 1.6381E+00
RMS NUMRAI 1.0176E+04 NORMALIZED 1.5479E+00
RMS NUMSNO 6.4378E+01 NORMALIZED 2.2018E+00
RMS O3 3.6751E-10 NORMALIZED 2.9737E-04
RMS OCNFRAC 6.6576E-02 NORMALIZED 1.2582E-01
RMS OH 2.4070E-16 NORMALIZED 1.0458E-04
RMS OMEGA 2.1265E-02 NORMALIZED 1.4080E+00
RMS OMEGAT 5.5136E+00 NORMALIZED 1.4146E+00
RMS PBLH 1.0497E+02 NORMALIZED 1.7388E-01
RMS PDELDRY 2.3961E+01 NORMALIZED 7.9817E-03
RMS PRECC 1.1072E-08 NORMALIZED 1.0321E+00
RMS PRECL 1.4073E-08 NORMALIZED 8.4896E-01
RMS PRECSC 3.2180E-10 NORMALIZED 4.6475E+00
RMS PRECSL 4.8130E-09 NORMALIZED 1.1267E+00
RMS PRECT 2.1602E-08 NORMALIZED 7.9117E-01
RMS PS 5.0765E+02 NORMALIZED 5.2602E-03
RMS PSL 5.4132E+02 NORMALIZED 5.3683E-03
RMS PTEQ 4.0865E-09 NORMALIZED 1.4848E+00
RMS PTTEND 1.0198E-05 NORMALIZED 1.0061E+00
RMS Q 4.0174E-04 NORMALIZED 2.4180E-01
RMS QFLX 6.9234E-06 NORMALIZED 2.7555E-01
RMS QRAIN 2.2942E-06 NORMALIZED 1.7137E+00
RMS QREFHT 6.8968E-04 NORMALIZED 9.8461E-02
RMS QRL 5.1755E-06 NORMALIZED 3.0826E-01
RMS QRLC 2.1623E-06 NORMALIZED 1.3391E-01
RMS QRS 1.4201E-06 NORMALIZED 1.4970E-01
RMS QRSC 7.0828E-07 NORMALIZED 7.8754E-02
RMS QSNOW 3.7371E-06 NORMALIZED 1.7117E+00
RMS QT 4.0348E-04 NORMALIZED 2.4214E-01
RMS RAINQM 2.2078E-06 NORMALIZED 1.7727E+00
RMS RCMINLAYER_CLUBB 7.1796E-03 NORMALIZED 1.3618E+00
RMS RCMTEND_CLUBB 2.0195E-09 NORMALIZED 1.8472E+00
RMS RCM_CLUBB 8.1449E-03 NORMALIZED 1.3898E+00
RMS RELHUM 8.0685E+00 NORMALIZED 1.8550E-01
RMS RELVAR 5.2049E-01 NORMALIZED 5.6101E-02
RMS RHO_CLUBB 6.1584E-03 NORMALIZED 1.1361E-02
RMS RHREFHT 3.9004E+00 NORMALIZED 4.6429E-02
RMS RIMTEND_CLUBB 2.1325E-11 NORMALIZED 5.3322E+00
RMS RTP2_CLUBB 4.0208E-06 NORMALIZED 8.1904E-01
RMS RTPTHLP_CLUBB 1.6423E-03 NORMALIZED 1.0697E+00
RMS RVMTEND_CLUBB 3.5844E-09 NORMALIZED 1.2112E+00
RMS SAD_AERO 5.7240E-10 NORMALIZED 1.9699E-01
RMS SFCO2 5.7070E-09 NORMALIZED 1.8788E+00
RMS SFCO2_LND 5.6677E-09 NORMALIZED 2.4259E+00
RMS SFCO2_OCN 6.6450E-10 NORMALIZED 9.2286E-01
RMS SFdst_a1 8.5310E-12 NORMALIZED 1.0415E+01
RMS SFdst_a2 1.2797E-14 NORMALIZED 1.0415E+01
RMS SFdst_a3 7.6702E-10 NORMALIZED 1.0415E+01
RMS SFncl_a1 4.8261E-12 NORMALIZED 7.2939E-01
RMS SFncl_a2 4.1048E-14 NORMALIZED 8.8737E-01
RMS SFncl_a3 1.5935E-10 NORMALIZED 7.7198E-01
RMS SFnum_a1 2.0229E+05 NORMALIZED 7.8924E-01
RMS SFnum_a2 3.4858E+05 NORMALIZED 8.0888E-01
RMS SFnum_a3 1.1539E+04 NORMALIZED 1.2669E+00
RMS SHFLX 1.1439E+01 NORMALIZED 5.8965E-01
RMS SL 2.1689E+03 NORMALIZED 6.1616E-03
RMS SNOWHICE 5.6763E-02 NORMALIZED 1.3783E+00
RMS SNOWHLND 3.0476E-02 NORMALIZED 2.4361E-02
RMS SNOWQM 3.6358E-06 NORMALIZED 1.6848E+00
RMS SO2 5.6443E-11 NORMALIZED 3.4501E+00
RMS SO2_CHML 7.7167E+02 NORMALIZED 2.8794E+00
RMS SO2_CHMP 5.2450E+03 NORMALIZED 1.3732E+00
RMS SO2_CLXF 8.8739E+08 NORMALIZED 8.4492E-01
RMS SO2_CMXF 9.4403E-13 NORMALIZED 8.4492E-01
RMS SO2_SRF 8.9330E-11 NORMALIZED 1.7557E+00
RMS SO2_XFRC 4.6282E+03 NORMALIZED 4.8833E+00
RMS SOAG 3.8515E-11 NORMALIZED 1.0213E+00
RMS SOAG_SRF 1.2240E-10 NORMALIZED 4.8146E-01
RMS SOLLD 6.5528E+00 NORMALIZED 2.4510E-01
RMS SOLSD 7.0758E+00 NORMALIZED 1.6080E-01
RMS SSAVIS 1.0372E-02 NORMALIZED 1.0801E-02
RMS SST 6.5692E-01 NORMALIZED 3.3348E-03
RMS STEND_CLUBB 8.4506E-03 NORMALIZED 1.1903E+00
RMS SWCF 1.6084E+01 NORMALIZED 3.6968E-01
RMS T 1.8662E+00 NORMALIZED 7.8049E-03
RMS TAQ 4.1425E-09 NORMALIZED 1.4928E+00
RMS TAUBLJX 5.8504E-02 NORMALIZED 2.9117E+00
RMS TAUBLJY 6.2355E-02 NORMALIZED 3.6806E+00
RMS TAUGWX 3.9383E-02 NORMALIZED 3.6210E+00
RMS TAUGWY 3.3515E-02 NORMALIZED 3.4392E+00
RMS TAUX 4.5232E-02 NORMALIZED 7.2531E-01
RMS TAUY 3.6253E-02 NORMALIZED 1.0099E+00
RMS TGCLDCWP 3.0267E-02 NORMALIZED 4.2120E-01
RMS TGCLDIWP 7.6772E-03 NORMALIZED 7.3319E-01
RMS TGCLDLWP 2.8392E-02 NORMALIZED 4.6251E-01
RMS TH 8.2313E+00 NORMALIZED 1.9465E-02
RMS THLP2_CLUBB 3.2428E-03 NORMALIZED 1.2463E+00
RMS THzm Infinity NORMALIZED Infinity
RMS TMCO2 2.9950E-02 NORMALIZED 6.3877E-03
RMS TMCO2_FFF 2.2225E-02 NORMALIZED 5.3062E-03
RMS TMCO2_LND 3.1936E-02 NORMALIZED 6.4284E-03
RMS TMCO2_OCN 2.0766E-02 NORMALIZED 5.3399E-03
RMS TMDMS 1.5627E-07 NORMALIZED 3.4520E-01
RMS TMQ 2.9572E+00 NORMALIZED 1.7269E-01
RMS TMSO2 6.1662E-07 NORMALIZED 1.5532E+00
RMS TMso4_a1 1.7861E-07 NORMALIZED 2.9392E-01
RMS TMso4_a2 1.5317E-08 NORMALIZED 2.3894E-01
RMS TMso4_a3 1.1297E-08 NORMALIZED 4.7483E-01
RMS TOTH 6.4598E-04 NORMALIZED 2.4180E-01
RMS TOT_CLD_VISTAU 3.1557E-01 NORMALIZED 1.2659E+00
RMS TREFHT 2.1002E+00 NORMALIZED 7.5878E-03
RMS TREFHTMN 2.8009E+00 NORMALIZED 1.0335E-02
RMS TREFHTMX 3.7760E+00 NORMALIZED 1.3341E-02
RMS TROP_P 1.2384E+03 NORMALIZED 6.2919E-02
RMS TROP_T 1.6950E+00 NORMALIZED 8.1911E-03
RMS TROP_Z 4.4654E+02 NORMALIZED 3.6412E-02
RMS TS 2.1389E+00 NORMALIZED 7.7089E-03
RMS TSMN 2.9011E+00 NORMALIZED 1.0662E-02
RMS TSMX 3.6943E+00 NORMALIZED 1.3023E-02
RMS TTEND_TOT 2.5096E-06 NORMALIZED 1.5309E+00
RMS TTGWORO 9.6814E-07 NORMALIZED 7.1596E+00
RMS U 4.3812E+00 NORMALIZED 4.0118E-01
RMS U10 1.0719E+00 NORMALIZED 1.6765E-01
RMS UM_CLUBB 4.3324E+00 NORMALIZED 4.0423E-01
RMS UP2_CLUBB 2.9675E-02 NORMALIZED 1.0285E+00
RMS UPWP_CLUBB 1.0521E-02 NORMALIZED 1.7644E+00
RMS UTEND_CLUBB 2.7795E-05 NORMALIZED 2.1801E+00
RMS UTGWORO 1.1299E-05 NORMALIZED 7.0863E+00
RMS UU 1.9964E+02 NORMALIZED 6.4019E-01
RMS UVzm Infinity NORMALIZED Infinity
RMS UWzm Infinity NORMALIZED Infinity
RMS Uzm Infinity NORMALIZED Infinity
RMS V 3.4845E+00 NORMALIZED 1.0938E+00
RMS VM_CLUBB 3.4501E+00 NORMALIZED 1.0892E+00
RMS VP2_CLUBB 2.8126E-02 NORMALIZED 1.0162E+00
RMS VPWP_CLUBB 8.1227E-03 NORMALIZED 2.3287E+00
RMS VQ 6.8119E-03 NORMALIZED 1.6711E+00
RMS VT 8.0657E+02 NORMALIZED 1.0951E+00
RMS VTEND_CLUBB 2.7942E-05 NORMALIZED 2.4130E+00
RMS VTHzm Infinity NORMALIZED Infinity
RMS VU 1.0432E+02 NORMALIZED 1.8724E+00
RMS VV 8.1515E+01 NORMALIZED 9.1447E-01
RMS VZ 4.7216E+04 NORMALIZED 1.1006E+00
RMS Vzm Infinity NORMALIZED Infinity
RMS WD_H2O2 2.1143E-12 NORMALIZED 5.8308E-01
RMS WD_H2SO4 2.8540E-14 NORMALIZED 2.3691E+00
RMS WD_SO2 2.9491E-12 NORMALIZED 6.6628E+00
RMS WP2_CLUBB 2.6452E-02 NORMALIZED 9.3337E-01
RMS WP3_CLUBB 1.6204E-02 NORMALIZED 2.5362E+00
RMS WPRCP_CLUBB 1.6931E+00 NORMALIZED 1.8111E+00
RMS WPRTP_CLUBB 6.8652E+00 NORMALIZED 7.6364E-01
RMS WPTHLP_CLUBB 3.1082E+00 NORMALIZED 1.6409E+00
RMS WPTHVP_CLUBB 2.3390E+00 NORMALIZED 1.5176E+00
RMS WSPDSRFAV 1.2644E+00 NORMALIZED 1.6582E-01
RMS WSPDSRFMX 3.6530E+00 NORMALIZED 2.2878E-01
RMS WSUB 2.2194E-02 NORMALIZED 9.8295E-02
RMS WTHzm Infinity NORMALIZED Infinity
RMS Wzm Infinity NORMALIZED Infinity
RMS Z3 6.7376E+01 NORMALIZED 5.7182E-03
RMS ZMDQ 2.5457E-09 NORMALIZED 1.6585E+00
RMS ZMDT 3.6683E-06 NORMALIZED 1.5232E+00
RMS ZMMTT 6.8300E-09 NORMALIZED 2.5710E+00
RMS ZMMU 9.1164E-04 NORMALIZED 1.2561E+00
RMS ZM_CLUBB 6.3129E+01 NORMALIZED 6.0417E-03
RMS ZT_CLUBB 6.6355E+01 NORMALIZED 6.0149E-03
RMS bc_a1 4.4778E-12 NORMALIZED 1.2797E+00
RMS bc_a1DDF 9.6027E-15 NORMALIZED 6.6593E-01
RMS bc_a1SFWET 9.6259E-14 NORMALIZED 2.2097E+00
RMS bc_a1_SRF 1.1052E-11 NORMALIZED 9.2385E-01
RMS bc_a4 5.7584E-12 NORMALIZED 1.0977E+00
RMS bc_a4DDF 2.5842E-14 NORMALIZED 5.2924E-01
RMS bc_a4SFWET 6.5108E-17 NORMALIZED 1.9130E+00
RMS bc_a4_SRF 2.0031E-11 NORMALIZED 9.7818E-01
RMS bc_c1 3.9934E-13 NORMALIZED 6.0538E+00
RMS bc_c1SFWET 5.0567E-14 NORMALIZED 1.7427E+00
RMS bc_c4 0.0000E+00 NORMALIZED 0.0000E+00
RMS bc_c4DDF 0.0000E+00 NORMALIZED 0.0000E+00
RMS bc_c4SFWET 0.0000E+00 NORMALIZED 0.0000E+00
RMS dgnumwet1 1.8404E-08 NORMALIZED 9.4363E-02
RMS dgnumwet2 3.0632E-09 NORMALIZED 8.3656E-02
RMS dgnumwet3 2.7499E-07 NORMALIZED 1.0860E-01
RMS dst_a1 1.6294E-10 NORMALIZED 3.4472E+00
RMS dst_a1DDF 5.0770E-13 NORMALIZED 2.0033E+00
RMS dst_a1SF 8.5310E-12 NORMALIZED 1.0415E+01
RMS dst_a1SFWET 1.1280E-12 NORMALIZED 3.5274E+00
RMS dst_a1_SRF 4.8434E-10 NORMALIZED 2.2548E+00
RMS dst_a2 1.2217E-13 NORMALIZED 5.0508E+00
RMS dst_a2DDF 2.3596E-15 NORMALIZED 4.0710E+00
RMS dst_a2SF 1.2797E-14 NORMALIZED 1.0415E+01
RMS dst_a2SFWET 3.6836E-16 NORMALIZED 5.2897E+00
RMS dst_a2_SRF 3.7512E-13 NORMALIZED 3.0398E+00
RMS dst_a3 1.2200E-08 NORMALIZED 4.2347E+00
RMS dst_a3DDF 9.1102E-11 NORMALIZED 2.6704E+00
RMS dst_a3SF 7.6702E-10 NORMALIZED 1.0415E+01
RMS dst_a3SFWET 9.3624E-11 NORMALIZED 3.6604E+00
RMS dst_a3_SRF 3.8090E-08 NORMALIZED 2.3613E+00
RMS dst_c1 1.1895E-11 NORMALIZED 2.0126E+01
RMS dst_c1SFWET 1.6198E-12 NORMALIZED 6.6340E+00
RMS dst_c2 2.5634E-15 NORMALIZED 2.7276E+01
RMS dst_c2DDF 1.1263E-16 NORMALIZED 1.8047E+01
RMS dst_c2SFWET 5.9890E-16 NORMALIZED 8.8765E+00
RMS dst_c3 9.3957E-10 NORMALIZED 2.3384E+01
RMS dst_c3SFWET 1.0290E-10 NORMALIZED 8.1214E+00
RMS jh2o2 1.6631E-07 NORMALIZED 4.2259E-02
RMS ncl_a1 6.1401E-11 NORMALIZED 6.3641E-01
RMS ncl_a1DDF 6.5768E-13 NORMALIZED 6.9279E-01
RMS ncl_a1SF 4.8261E-12 NORMALIZED 7.2939E-01
RMS ncl_a1SFWET 1.5241E-12 NORMALIZED 8.5899E-01
RMS ncl_a1_SRF 1.6785E-10 NORMALIZED 4.1300E-01
RMS ncl_a2 3.0214E-13 NORMALIZED 1.1470E+00
RMS ncl_a2DDF 1.2085E-14 NORMALIZED 9.7229E-01
RMS ncl_a2SF 4.1048E-14 NORMALIZED 8.8737E-01
RMS ncl_a2SFWET 5.6158E-15 NORMALIZED 1.2814E+00
RMS ncl_a2_SRF 8.5234E-13 NORMALIZED 6.0070E-01
RMS ncl_a3 1.5312E-09 NORMALIZED 8.7135E-01
RMS ncl_a3DDF 4.1956E-11 NORMALIZED 9.7392E-01
RMS ncl_a3SF 1.5935E-10 NORMALIZED 7.7198E-01
RMS ncl_a3SFWET 4.9471E-11 NORMALIZED 7.8347E-01
RMS ncl_a3_SRF 4.3768E-09 NORMALIZED 4.4245E-01
RMS ncl_c1 1.8876E-11 NORMALIZED 2.5212E+00
RMS ncl_c1SFWET 3.7377E-12 NORMALIZED 9.8676E-01
RMS ncl_c2 4.7465E-14 NORMALIZED 3.0165E+00
RMS ncl_c2SFWET 1.7535E-14 NORMALIZED 1.3293E+00
RMS ncl_c3 5.2404E-10 NORMALIZED 2.5476E+00
RMS ncl_c3SFWET 9.5960E-11 NORMALIZED 1.0101E+00
RMS num_a1 1.3704E+07 NORMALIZED 4.2063E-01
RMS num_a1DDF 7.2880E+04 NORMALIZED 4.0518E-01
RMS num_a1SF 1.3703E+04 NORMALIZED 1.0415E+01
RMS num_a1SFWET 3.8688E+05 NORMALIZED 1.2442E+00
RMS num_a1_CLXF Infinity NORMALIZED Infinity
RMS num_a1_CMXF 9.6441E+03 NORMALIZED 8.1310E-01
RMS num_a1_SRF 3.1657E+07 NORMALIZED 3.9931E-01
RMS num_a2 1.4600E+08 NORMALIZED 6.8976E-01
RMS num_a2DDF 4.5653E+05 NORMALIZED 4.3216E-01
RMS num_a2SF 1.3990E+04 NORMALIZED 1.0415E+01
RMS num_a2SFWET 7.3814E+05 NORMALIZED 1.5358E+00
RMS num_a2_CLXF Infinity NORMALIZED Infinity
RMS num_a2_CMXF 9.6441E+03 NORMALIZED 8.4492E-01
RMS num_a2_SRF 7.8643E+07 NORMALIZED 4.6154E-01
RMS num_a2_sfnnuc1 4.3449E+06 NORMALIZED 9.8851E-01
RMS num_a3 1.8193E+05 NORMALIZED 1.3906E+00
RMS num_a3DDF 1.6134E+03 NORMALIZED 8.8066E-01
RMS num_a3SF 9.8907E+03 NORMALIZED 1.0415E+01
RMS num_a3SFWET 2.8701E+03 NORMALIZED 8.3942E-01
RMS num_a3_SRF 5.5041E+05 NORMALIZED 8.0763E-01
RMS num_a4 2.7228E+07 NORMALIZED 8.7463E-01
RMS num_a4DDF 2.0916E+05 NORMALIZED 4.6512E-01
RMS num_a4SFWET 4.4140E+02 NORMALIZED 1.9233E+00
RMS num_a4_SRF 8.7190E+07 NORMALIZED 7.4474E-01
RMS num_c1 1.7900E+06 NORMALIZED 1.7086E+00
RMS num_c1SFWET 3.5790E+05 NORMALIZED 6.9027E-01
RMS num_c2 5.2073E+05 NORMALIZED 2.3679E+00
RMS num_c2SFWET 1.5261E+05 NORMALIZED 8.2450E-01
RMS num_c3 2.7371E+04 NORMALIZED 3.0723E+00
RMS num_c3SFWET 3.8802E+03 NORMALIZED 1.0076E+00
RMS num_c4 1.1956E-11 NORMALIZED 1.5933E+03
RMS num_c4DDF 4.6684E-15 NORMALIZED 3.8827E+01
RMS num_c4SFWET 7.2690E-13 NORMALIZED 2.9668E+02
RMS pom_a1 3.6237E-11 NORMALIZED 1.2650E+00
RMS pom_a1DDF 7.9292E-14 NORMALIZED 6.8149E-01
RMS pom_a1SFWET 8.7958E-13 NORMALIZED 2.3127E+00
RMS pom_a1_SRF 9.4148E-11 NORMALIZED 9.6680E-01
RMS pom_a4 4.7405E-11 NORMALIZED 1.0692E+00
RMS pom_a4DDF 2.0738E-13 NORMALIZED 4.9811E-01
RMS pom_a4SFWET 6.0281E-16 NORMALIZED 2.0346E+00
RMS pom_a4_SRF 1.7822E-10 NORMALIZED 1.0143E+00
RMS pom_c1 2.7374E-12 NORMALIZED 5.1499E+00
RMS pom_c1SFWET 3.8265E-13 NORMALIZED 1.6003E+00
RMS pom_c4 0.0000E+00 NORMALIZED 0.0000E+00
RMS pom_c4DDF 0.0000E+00 NORMALIZED 0.0000E+00
RMS pom_c4SFWET 0.0000E+00 NORMALIZED 0.0000E+00
RMS so4_a1 3.6131E-11 NORMALIZED 5.5887E-01
RMS so4_a1DDF 1.1947E-13 NORMALIZED 5.5190E-01
RMS so4_a1SFWET 1.0037E-12 NORMALIZED 1.5658E+00
RMS so4_a1_CHMP 6.0032E+01 NORMALIZED 3.0279E+00
RMS so4_a1_CLXF 1.1377E+07 NORMALIZED 6.5793E-01
RMS so4_a1_CMXF 2.1746E-14 NORMALIZED 6.5793E-01
RMS so4_a1_SRF 7.3700E-11 NORMALIZED 5.0193E-01
RMS so4_a1_sfgaex1 6.3255E-13 NORMALIZED 1.6353E+00
RMS so4_a2 3.9467E-12 NORMALIZED 5.5420E-01
RMS so4_a2DDF 1.2182E-14 NORMALIZED 4.3392E-01
RMS so4_a2SFWET 5.1280E-14 NORMALIZED 2.3758E+00
RMS so4_a2_CHMP 5.9335E+01 NORMALIZED 4.8833E+00
RMS so4_a2_CLXF 1.1377E+07 NORMALIZED 8.4492E-01
RMS so4_a2_CMXF 2.1746E-14 NORMALIZED 8.4492E-01
RMS so4_a2_SRF 2.6847E-12 NORMALIZED 3.9246E-01
RMS so4_a2_sfgaex1 8.5410E-14 NORMALIZED 1.1429E+00
RMS so4_a2_sfnnuc1 9.3292E-15 NORMALIZED 9.8852E-01
RMS so4_a3 2.9018E-12 NORMALIZED 1.2160E+00
RMS so4_a3DDF 1.2296E-14 NORMALIZED 1.0368E+00
RMS so4_a3SFWET 4.0432E-14 NORMALIZED 1.1803E+00
RMS so4_a3_SRF 6.7551E-12 NORMALIZED 1.0739E+00
RMS so4_a3_sfgaex1 4.9867E-14 NORMALIZED 1.0479E+00
RMS so4_c1 1.1245E-11 NORMALIZED 1.9795E+00
RMS so4_c1AQH2SO4 9.7066E-14 NORMALIZED 2.7275E+00
RMS so4_c1AQSO4 1.8046E-12 NORMALIZED 7.7353E-01
RMS so4_c1SFWET 1.9183E-12 NORMALIZED 9.2890E-01
RMS so4_c2 4.5299E-13 NORMALIZED 2.0330E+00
RMS so4_c2AQH2SO4 8.6189E-15 NORMALIZED 1.9190E+00
RMS so4_c2AQSO4 3.1544E-13 NORMALIZED 8.1312E-01
RMS so4_c2SFWET 1.3680E-13 NORMALIZED 1.0539E+00
RMS so4_c3 2.8149E-13 NORMALIZED 3.5548E+00
RMS so4_c3AQH2SO4 7.1824E-16 NORMALIZED 2.5362E+00
RMS so4_c3AQSO4 4.8897E-14 NORMALIZED 1.7878E+00
RMS so4_c3SFWET 3.8640E-14 NORMALIZED 1.3550E+00
RMS soa_a1 6.9398E-11 NORMALIZED 5.6878E-01
RMS soa_a1DDF 1.6055E-13 NORMALIZED 6.1682E-01
RMS soa_a1SFWET 1.9963E-12 NORMALIZED 1.4998E+00
RMS soa_a1_SRF 2.1415E-10 NORMALIZED 7.0626E-01
RMS soa_a2 3.9729E-13 NORMALIZED 3.7025E-01
RMS soa_a2DDF 2.0213E-15 NORMALIZED 1.5326E+00
RMS soa_a2SFWET 1.2561E-14 NORMALIZED 1.9635E+00
RMS soa_a2_SRF 6.8591E-13 NORMALIZED 1.8898E+00
RMS soa_c1 8.5100E-12 NORMALIZED 6.3393E+00
RMS soa_c1SFWET 1.3909E-12 NORMALIZED 1.5926E+00
RMS soa_c2 8.2162E-15 NORMALIZED 3.5187E+00
RMS soa_c2SFWET 5.1167E-15 NORMALIZED 1.4821E+00

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