[gradsusr] Plot data text in a grid instead of random

Jeff Chabot jsc219 at gmail.com
Thu Dec 9 16:18:09 EST 2021


That worked like a champ!  Thanks.

On Thu, Dec 9, 2021 at 3:05 PM Jeff Duda <jeffduda319 at gmail.com> wrote:

> Keep in mind, you can write one array each to separate files and then open
> multiple data files to use in your work. You just need to use the '.n'
> formatting on the variable names to reference other files (than the first
> one opened).
>
> Example:
> 'open file_containing_field1.ctl'
> 'open file_containing_field2.ctl'
>
> 'd maskout(field1,field2.2-1)'
>
> Note the '.2' added to *field2* to reference that *field2* is coming out
> of the second data file you opened.
>
> Jeff Duda
>
> On Thu, Dec 9, 2021 at 12:18 PM Jeff Chabot <jsc219 at gmail.com> wrote:
>
>> I figured out what is going wrong.  I haven't found a fix, but I do see
>> the problem and I think I am very close to fixing the issue.  GrADS is
>> using only the first variable I add into the ctl file; so if I use d
>> landsfc first, I see the expected 0 and 1s for both variables tmp2m and
>> landsfc.  When I use tmp2m first, I get 250-300K values for both tmp2m and
>> landsfc on display. I am creating the ctl manually with this cutout of code:
>>
>> Download the file with landsfc and tmp2m:
>> 'set fwrite gfs_hd_temp.dat'
>> 'set gxout fwrite'
>> 'set x 1 '1440''
>> 'set y 1 '721''
>> 'set t 1 81''
>> 'd landsfc'
>> '!sleep 60' (I get the same results with and without this line)
>> 'd tmp2m'
>> 'disable fwrite'
>> 'clear'
>>
>> *In the above example, when I display landsfc or tmp2m, all my values are
>> either 0 or 1.
>> *If I add 'd tmp2m' first, above in the write command, later when I
>> display landsfc and tmp2m both variables report values around 250-300K.
>>
>> Write ctl file:
>> result = write (gfs_hd_temp.ctl, 'DSET gfs_hd_temp.dat')
>> result = write (gfs_hd_temp.ctl , 'UNDEF 9.999E+20', append)
>> result = write (gfs_hd_temp.ctl, 'GFS 0.25 deg', append)
>> result = write (gfs_hd_temp.ctl, 'XDEF 1440 linear 0.000000 0.25', append)
>> result = write (gfs_hd_temp.ctl, 'YDEF 721 linear -90.000000 0.25',
>> append)
>> result = write (gfs_hd_temp.ctl, 'ZDEF 1 levels 1000', append)
>> result = write (gfs_hd_temp.ctl, 'TDEF 81 linear 12Z09DEC2021 3hr',
>> append)
>> result = write (gfs_hd_temp.ctl, 'VARS 2', append)
>> result = write (gfs_hd_temp.ctl, 'landsfc 0 99  ** surface land cover
>> (0=sea, 1=land) [proportion]', append)
>> result = write (gfs_hd_temp.ctl, 'tmp2m 0 99  ** 2 m above ground
>> temperature [k]', append)
>> result = write (gfs_hd_temp.ctl, 'ENDVARS', append)
>> rc = close (gfs_hd_temp.ctl)
>>
>> I think the code above looks good; the ctl file is probably fine. But,
>> why am I only able to see the first written variable and not both.
>>
>> Thanks,
>>
>> Jeff C
>>
>>
>>
>> On Thu, Dec 9, 2021 at 11:56 AM Jeff Duda <jeffduda319 at gmail.com> wrote:
>>
>>> How did you generate the control file? Manually? I suggest using g2ctl
>>> (freely available online). It should create all of that metadata for you.
>>>
>>> Jeff Duda
>>>
>>> On Wed, Dec 8, 2021 at 7:26 PM Jeff Chabot <jsc219 at gmail.com> wrote:
>>>
>>>> When I plot landseamask, all of my values are between 250-300 which I
>>>> am guessing is temperature in K.   So I think my ctl is at fault here:
>>>>
>>>> DSET gfs_hd_temp.dat
>>>> UNDEF 9.999E+20
>>>> TITLE GFS 0.25 deg
>>>> XDEF 1440 linear 0.000000 0.25
>>>> YDEF 721 linear -90.000000 0.25
>>>> ZDEF 1 levels 1000
>>>> TDEF 81 linear 12Z08DEC2021 3hr
>>>> VARS 2
>>>> tmp2m  0 99  ** 2 m above ground temperature [k]
>>>> landsfc  0 1 ** surface land cover (0=sea, 1=land) [proportion]
>>>> ENDVARS
>>>>
>>>>
>>>> I'm still new to ctl files so I am not sure what I should be using for
>>>> values after landsfc since in theory there is only one level.  0 99 maybe?
>>>>
>>>>
>>>>
>>>> On Wed, Dec 8, 2021 at 5:29 PM Jeff Duda <jeffduda319 at gmail.com> wrote:
>>>>
>>>>> Hmmm...nothing specific seems wrong with that command. Have you looked
>>>>> at the landsfc field to verify the contents? Perhaps the description is
>>>>> incorrect.
>>>>>
>>>>> Jeff Duda
>>>>>
>>>>> On Wed, Dec 8, 2021 at 3:04 PM Jeff Chabot <jsc219 at gmail.com> wrote:
>>>>>
>>>>>> The data that I am using is from NOMADS:
>>>>>>
>>>>>> https://nomads.ncep.noaa.gov/dods/gfs_0p25/gfs20211208/gfs_0p25_12z.info
>>>>>>
>>>>>> Sure enough, it has this variable:
>>>>>>
>>>>>> *landsfc*
>>>>>> ** surface land cover (0=sea, 1=land) [proportion]
>>>>>> So, I am close.  I defined landseamask variable like so:
>>>>>>
>>>>>> 'define landseamask = landsfc'
>>>>>>
>>>>>> Then used it here:
>>>>>>
>>>>>> 'set gxout grid'
>>>>>> 'set gridln off'
>>>>>> 'set ccolor 254'
>>>>>> 'set digsiz 0.1'
>>>>>> 'display maskout(skip(t2m,12,12),landseamask-1)'
>>>>>>
>>>>>> I would think that would maskout any area that is negative (as sea is
>>>>>> 0).   But, it is not masking anything out.  I must be close here.
>>>>>>
>>>>>> Thanks again!
>>>>>>
>>>>>>
>>>>>> On Wed, Dec 8, 2021 at 7:26 AM Jeff Chabot <jsc219 at gmail.com> wrote:
>>>>>>
>>>>>>> I am using set mpdset hires.  That maskout line 'd
>>>>>>> maskout(t2m,landseamask)' looks like the best option, but is there any easy
>>>>>>> way to define landseamask?  I have been using basemap.gs because it
>>>>>>> was a prebuilt script to mask out the oceans.
>>>>>>>
>>>>>>> Jeff C
>>>>>>>
>>>>>>> On Tue, Dec 7, 2021 at 11:42 PM Jeff Duda <jeffduda319 at gmail.com>
>>>>>>> wrote:
>>>>>>>
>>>>>>>> I agree with setting up a mask using maskout or 'if' (depending on
>>>>>>>> grads version). The trick is how to define your land-sea mask. But once you
>>>>>>>> have decided what you want to use, it should be as simple as the display
>>>>>>>> command Davide suggested, i.e.,
>>>>>>>>
>>>>>>>> 'set gxout grid'
>>>>>>>> 'd maskout(t2m,landseamask)'
>>>>>>>>
>>>>>>>> I don't know what basemap.gs does, but the built-in geopolitical
>>>>>>>> boundaries look pretty good at that scale. You're using 'set mpdset hires'
>>>>>>>> right?
>>>>>>>>
>>>>>>>> Jeff Duda
>>>>>>>>
>>>>>>>> On Tue, Dec 7, 2021 at 8:51 PM Jeff Chabot <jsc219 at gmail.com>
>>>>>>>> wrote:
>>>>>>>>
>>>>>>>>> Running basemap.gs before means I have grid plots over the entire
>>>>>>>>> ocean as seen here:
>>>>>>>>>
>>>>>>>>> https://jeffsweatherservice.com/grads/temp_US_2_before.png
>>>>>>>>>
>>>>>>>>> I prefer the look running basemap.gs after, I'm just trying to
>>>>>>>>> fix the cutoff plots by the oceans, for example near San Francisco and
>>>>>>>>> southern Louisiana as seen here:
>>>>>>>>>
>>>>>>>>> https://jeffsweatherservice.com/grads/temp_US_2_after.png
>>>>>>>>>
>>>>>>>>> Basically, I am trying to prevent the text cutoff without showing
>>>>>>>>> the entire grid over the ocean.  Maybe it's not possible in GrADS.
>>>>>>>>>
>>>>>>>>> As for the other issue, I'll just use set gxout contour without
>>>>>>>>> labels.
>>>>>>>>>
>>>>>>>>> Thanks again!  I was able to use your maskout example nicely with
>>>>>>>>> precip accum, btw!
>>>>>>>>>
>>>>>>>>>
>>>>>>>>>
>>>>>>>>>
>>>>>>>>>
>>>>>>>>> On Mon, Dec 6, 2021 at 9:58 AM Davide Sacchetti <
>>>>>>>>> davide.sacchetti at arpal.liguria.it> wrote:
>>>>>>>>>
>>>>>>>>>> about second question: run basemap.gs before t2m (or display t2m
>>>>>>>>>> again after basemap)
>>>>>>>>>>
>>>>>>>>>> about first question use maskout, eg.:
>>>>>>>>>> d maskout(t2m,t2m-32) displays only t2m>32
>>>>>>>>>> d maskout(t2m,33-t2m) displays only t2m<33
>>>>>>>>>> you can combine both:
>>>>>>>>>> d maskout(maskout(t2m,33-t2m),t2m-32)
>>>>>>>>>> (I haven't tried this command ... but the idea could be this)
>>>>>>>>>>
>>>>>>>>>> Davide
>>>>>>>>>>
>>>>>>>>>> *Dott. Davide Sacchetti*
>>>>>>>>>>
>>>>>>>>>>
>>>>>>>>>>
>>>>>>>>>>
>>>>>>>>>> *Dipartimento Stato dell’Ambiente e Tutela dai Rischi
>>>>>>>>>> NaturaliU.O. Clima Meteo IdroViale Brigate Partigiane 2, 16129 Genova
>>>>>>>>>> (I)tel: +39 0106437535mail: davide.sacchetti at arpal.liguria.it
>>>>>>>>>> <mauro.damonte at arpal.liguria.it>
>>>>>>>>>> web: https://www.arpal.liguria.it/homepage/meteo.html
>>>>>>>>>> <http://www.meteoliguria.it/>*
>>>>>>>>>>
>>>>>>>>>>
>>>>>>>>>> * Da: * Jeff Chabot <jsc219 at gmail.com>
>>>>>>>>>> * A: * GrADS Users Forum <gradsusr at gradsusr.org>
>>>>>>>>>> * Inviato: * 06/12/2021 15:33
>>>>>>>>>> * Oggetto: * Re: [gradsusr] Plot data text in a grid instead of
>>>>>>>>>> random
>>>>>>>>>>
>>>>>>>>>> Duh!  That was a dumb question on my part, and I apologize.  I
>>>>>>>>>> have set ccolor working.  Two more better questions however.
>>>>>>>>>>
>>>>>>>>>> Is there any way to do a set gxout grid at just 32 degrees F?
>>>>>>>>>>
>>>>>>>>>> I tried the following with set gxout grid:
>>>>>>>>>> 'set gxout grid'
>>>>>>>>>> 'set gridln off'
>>>>>>>>>> 'set cint 1'
>>>>>>>>>> 'set cmin 32'
>>>>>>>>>> 'set cmax 32'
>>>>>>>>>> 'set ccolor 4'
>>>>>>>>>> 'set digsiz 0.1'
>>>>>>>>>> 'display skip(t2m,12,12)'
>>>>>>>>>>
>>>>>>>>>> *where t2m = ((tmp2m - 273.15) * 9 / 5) + 32
>>>>>>>>>>
>>>>>>>>>> The result is the full grid.
>>>>>>>>>>
>>>>>>>>>> My other question is probably much more complicated.  I am using
>>>>>>>>>> basemap.gs
>>>>>>>>>> <https://urlsand.esvalabs.com/?u=http%3A%2F%2Fbasemap.gs&e=7312d17f&h=398c37dd&f=y&p=n>
>>>>>>>>>> to mask out the oceans.  It is cropping the grid numbers by the oceans as
>>>>>>>>>> seen here: http://jeffsweatherservice.com/grads/temp_US_2.png
>>>>>>>>>> <https://urlsand.esvalabs.com/?u=http%3A%2F%2Fjeffsweatherservice.com%2Fgrads%2Ftemp_US_2.png&e=7312d17f&h=78ddcde1&f=y&p=n>
>>>>>>>>>> north of San Francisco and in southern Louisiana.  Is there a workaround
>>>>>>>>>> for that issue?
>>>>>>>>>>
>>>>>>>>>> 'run 'basemap.gs
>>>>>>>>>> <https://urlsand.esvalabs.com/?u=http%3A%2F%2Fbasemap.gs&e=7312d17f&h=398c37dd&f=y&p=n>
>>>>>>>>>> o 202 1 H' (run after the lines above).
>>>>>>>>>>
>>>>>>>>>> Thanks again!
>>>>>>>>>>
>>>>>>>>>> Jeff C
>>>>>>>>>>
>>>>>>>>>>
>>>>>>>>>>
>>>>>>>>>>
>>>>>>>>>>
>>>>>>>>>>
>>>>>>>>>>
>>>>>>>>>>
>>>>>>>>>> On Mon, Dec 6, 2021 at 4:50 AM Davide Sacchetti <
>>>>>>>>>> davide.sacchetti at arpal.liguria.it> wrote:
>>>>>>>>>>
>>>>>>>>>> great!
>>>>>>>>>> set ccolor color_number
>>>>>>>>>> bye bye
>>>>>>>>>> Davide
>>>>>>>>>>
>>>>>>>>>> *Dott. Davide Sacchetti*
>>>>>>>>>>
>>>>>>>>>>
>>>>>>>>>>
>>>>>>>>>>
>>>>>>>>>> *Dipartimento Stato dell’Ambiente e Tutela dai Rischi
>>>>>>>>>> NaturaliU.O. Clima Meteo IdroViale Brigate Partigiane 2, 16129 Genova
>>>>>>>>>> (I)tel: +39 0106437535mail: davide.sacchetti at arpal.liguria.it
>>>>>>>>>> <mauro.damonte at arpal.liguria.it>
>>>>>>>>>> web: https://www.arpal.liguria.it/homepage/meteo.html
>>>>>>>>>> <https://urlsand.esvalabs.com/?u=http%3A%2F%2Fwww.meteoliguria.it%2F&e=7312d17f&h=8b11d4a6&f=y&p=n>*
>>>>>>>>>>
>>>>>>>>>>
>>>>>>>>>> * Da: * Jeff Chabot <jsc219 at gmail.com>
>>>>>>>>>> * A: * GrADS Users Forum <gradsusr at gradsusr.org>
>>>>>>>>>> * Inviato: * 06/12/2021 6:52
>>>>>>>>>> * Oggetto: * Re: [gradsusr] Plot data text in a grid instead of
>>>>>>>>>> random
>>>>>>>>>>
>>>>>>>>>> The following worked very well:
>>>>>>>>>>
>>>>>>>>>> 'set gxout grid'
>>>>>>>>>> 'set gridln off'
>>>>>>>>>> 'display skip(t2m,10,10)'
>>>>>>>>>>
>>>>>>>>>> Thanks guys!
>>>>>>>>>>
>>>>>>>>>> Can you control the color of those numbers?  I can only get them
>>>>>>>>>> in white.
>>>>>>>>>>
>>>>>>>>>> Sincerely,
>>>>>>>>>>
>>>>>>>>>> Jeff C
>>>>>>>>>>
>>>>>>>>>> On Thu, Dec 2, 2021 at 12:23 PM Jeff Duda <jeffduda319 at gmail.com>
>>>>>>>>>> wrote:
>>>>>>>>>>
>>>>>>>>>> You can also use a loop with 'draw string' to achieve this.
>>>>>>>>>>
>>>>>>>>>> Jeff Duda
>>>>>>>>>>
>>>>>>>>>> On Thu, Dec 2, 2021 at 9:28 AM Stephen McMillan <
>>>>>>>>>> smcmillan at planalytics.com> wrote:
>>>>>>>>>>
>>>>>>>>>> In addition to Davide's suggestion, you can use:
>>>>>>>>>>
>>>>>>>>>> 'set gridln off' to hide the grid lines
>>>>>>>>>>
>>>>>>>>>> Use "skip" function to skip plotting every other, every third,
>>>>>>>>>> etc. grid value
>>>>>>>>>>
>>>>>>>>>> Stephen Mc
>>>>>>>>>>
>>>>>>>>>>
>>>>>>>>>> On Thu, Dec 2, 2021 at 10:17 AM Jeff Chabot <jsc219 at gmail.com>
>>>>>>>>>> wrote:
>>>>>>>>>>
>>>>>>>>>> Hi GrADS Users,
>>>>>>>>>>
>>>>>>>>>> Does anyone know if it is possible to plot data text in a grid
>>>>>>>>>> pattern instead of random plots in GrADS?
>>>>>>>>>>
>>>>>>>>>> For example, this is the grid pattern that I would like to use:
>>>>>>>>>>
>>>>>>>>>>
>>>>>>>>>> https://www.tropicaltidbits.com/analysis/models/gfs/2021120206/gfs_T2m_neus_1.png
>>>>>>>>>> <https://urlsand.esvalabs.com/?u=https%3A%2F%2Fwww.tropicaltidbits.com%2Fanalysis%2Fmodels%2Fgfs%2F2021120206%2Fgfs_T2m_neus_1.png&e=7312d17f&h=27bc95a0&f=y&p=n>
>>>>>>>>>>
>>>>>>>>>> Instead, I am currently showing numbers randomly attached to a
>>>>>>>>>> contour line:
>>>>>>>>>>
>>>>>>>>>> https://jeffsweatherservice.com/grads/hrrr/temp_NE_1.png
>>>>>>>>>> <https://urlsand.esvalabs.com/?u=https%3A%2F%2Fjeffsweatherservice.com%2Fgrads%2Fhrrr%2Ftemp_NE_1.png&e=7312d17f&h=f81a2820&f=y&p=n>
>>>>>>>>>>
>>>>>>>>>> Thanks,
>>>>>>>>>>
>>>>>>>>>> Jeff C
>>>>>>>>>> _______________________________________________
>>>>>>>>>> gradsusr mailing list
>>>>>>>>>> gradsusr at gradsusr.org
>>>>>>>>>> http://gradsusr.org/mailman/listinfo/gradsusr
>>>>>>>>>> <https://urlsand.esvalabs.com/?u=http%3A%2F%2Fgradsusr.org%2Fmailman%2Flistinfo%2Fgradsusr&e=7312d17f&h=5ee7e1e3&f=y&p=n>
>>>>>>>>>>
>>>>>>>>>>
>>>>>>>>>> ***************************************************
>>>>>>>>>>
>>>>>>>>>> The information contained in this e-mail message
>>>>>>>>>>
>>>>>>>>>> is intended only for the use of the recipient(s)
>>>>>>>>>>
>>>>>>>>>> named above and may contain information that is
>>>>>>>>>>
>>>>>>>>>> privileged, confidential, and/or proprietary.
>>>>>>>>>>
>>>>>>>>>> If you are not the intended recipient, you may not
>>>>>>>>>>
>>>>>>>>>> review, copy or distribute this message. If you have
>>>>>>>>>>
>>>>>>>>>> received this communication in error, please notify
>>>>>>>>>>
>>>>>>>>>> the sender immediately by e-mail, and delete the original message.
>>>>>>>>>>
>>>>>>>>>> ***************************************************
>>>>>>>>>>
>>>>>>>>>> _______________________________________________
>>>>>>>>>> gradsusr mailing list
>>>>>>>>>> gradsusr at gradsusr.org
>>>>>>>>>> http://gradsusr.org/mailman/listinfo/gradsusr
>>>>>>>>>> <https://urlsand.esvalabs.com/?u=http%3A%2F%2Fgradsusr.org%2Fmailman%2Flistinfo%2Fgradsusr&e=7312d17f&h=5ee7e1e3&f=y&p=n>
>>>>>>>>>>
>>>>>>>>>>
>>>>>>>>>>
>>>>>>>>>> --
>>>>>>>>>> Jeff Duda, Research Scientist
>>>>>>>>>> University of Colorado Boulder
>>>>>>>>>> Cooperative Institute for Research in Environmental Sciences
>>>>>>>>>> NOAA/OAR/ESRL/Global Systems Laboratory
>>>>>>>>>> Boulder, CO
>>>>>>>>>> _______________________________________________
>>>>>>>>>> gradsusr mailing list
>>>>>>>>>> gradsusr at gradsusr.org
>>>>>>>>>> http://gradsusr.org/mailman/listinfo/gradsusr
>>>>>>>>>> <https://urlsand.esvalabs.com/?u=http%3A%2F%2Fgradsusr.org%2Fmailman%2Flistinfo%2Fgradsusr&e=7312d17f&h=5ee7e1e3&f=y&p=n>
>>>>>>>>>>
>>>>>>>>>>
>>>>>>>>>>
>>>>>>>>>> _______________________________________________
>>>>>>>>>> gradsusr mailing list
>>>>>>>>>> gradsusr at gradsusr.org
>>>>>>>>>>
>>>>>>>>>> https://urlsand.esvalabs.com/?u=http%3A%2F%2Fgradsusr.org%2Fmailman%2Flistinfo%2Fgradsusr&e=7312d17f&h=5ee7e1e3&f=y&p=n
>>>>>>>>>>
>>>>>>>>>> _______________________________________________
>>>>>>>>>> gradsusr mailing list
>>>>>>>>>> gradsusr at gradsusr.org
>>>>>>>>>> http://gradsusr.org/mailman/listinfo/gradsusr
>>>>>>>>>> <https://urlsand.esvalabs.com/?u=http%3A%2F%2Fgradsusr.org%2Fmailman%2Flistinfo%2Fgradsusr&e=7312d17f&h=5ee7e1e3&f=y&p=n>
>>>>>>>>>>
>>>>>>>>>>
>>>>>>>>>>
>>>>>>>>>> _______________________________________________
>>>>>>>>>> gradsusr mailing list
>>>>>>>>>> gradsusr at gradsusr.org
>>>>>>>>>>
>>>>>>>>>> https://urlsand.esvalabs.com/?u=http%3A%2F%2Fgradsusr.org%2Fmailman%2Flistinfo%2Fgradsusr&e=7312d17f&h=5ee7e1e3&f=y&p=n
>>>>>>>>>>
>>>>>>>>>> _______________________________________________
>>>>>>>>>> gradsusr mailing list
>>>>>>>>>> gradsusr at gradsusr.org
>>>>>>>>>> http://gradsusr.org/mailman/listinfo/gradsusr
>>>>>>>>>>
>>>>>>>>> _______________________________________________
>>>>>>>>> gradsusr mailing list
>>>>>>>>> gradsusr at gradsusr.org
>>>>>>>>> http://gradsusr.org/mailman/listinfo/gradsusr
>>>>>>>>>
>>>>>>>>
>>>>>>>>
>>>>>>>> --
>>>>>>>> Jeff Duda, Research Scientist
>>>>>>>> University of Colorado Boulder
>>>>>>>> Cooperative Institute for Research in Environmental Sciences
>>>>>>>> NOAA/OAR/ESRL/Global Systems Laboratory
>>>>>>>> Boulder, CO
>>>>>>>> _______________________________________________
>>>>>>>> gradsusr mailing list
>>>>>>>> gradsusr at gradsusr.org
>>>>>>>> http://gradsusr.org/mailman/listinfo/gradsusr
>>>>>>>>
>>>>>>> _______________________________________________
>>>>>> gradsusr mailing list
>>>>>> gradsusr at gradsusr.org
>>>>>> http://gradsusr.org/mailman/listinfo/gradsusr
>>>>>>
>>>>>
>>>>>
>>>>> --
>>>>> Jeff Duda, Research Scientist
>>>>> University of Colorado Boulder
>>>>> Cooperative Institute for Research in Environmental Sciences
>>>>> NOAA/OAR/ESRL/Global Systems Laboratory
>>>>> Boulder, CO
>>>>> _______________________________________________
>>>>> gradsusr mailing list
>>>>> gradsusr at gradsusr.org
>>>>> http://gradsusr.org/mailman/listinfo/gradsusr
>>>>>
>>>> _______________________________________________
>>>> gradsusr mailing list
>>>> gradsusr at gradsusr.org
>>>> http://gradsusr.org/mailman/listinfo/gradsusr
>>>>
>>>
>>>
>>> --
>>> Jeff Duda, Research Scientist
>>> University of Colorado Boulder
>>> Cooperative Institute for Research in Environmental Sciences
>>> NOAA/OAR/ESRL/Global Systems Laboratory
>>> Boulder, CO
>>> _______________________________________________
>>> gradsusr mailing list
>>> gradsusr at gradsusr.org
>>> http://gradsusr.org/mailman/listinfo/gradsusr
>>>
>> _______________________________________________
>> gradsusr mailing list
>> gradsusr at gradsusr.org
>> http://gradsusr.org/mailman/listinfo/gradsusr
>>
>
>
> --
> Jeff Duda, Research Scientist
> University of Colorado Boulder
> Cooperative Institute for Research in Environmental Sciences
> NOAA/OAR/ESRL/Global Systems Laboratory
> Boulder, CO
> _______________________________________________
> gradsusr mailing list
> gradsusr at gradsusr.org
> http://gradsusr.org/mailman/listinfo/gradsusr
>
-------------- next part --------------
An HTML attachment was scrubbed...
URL: <http://gradsusr.org/pipermail/gradsusr/attachments/20211209/de51dc4a/attachment-0001.html>


More information about the gradsusr mailing list