Dear Lars,

Yes. I think we are in agreement. It seems odd to me that CF relies so heavily 
on UDUNITS given the emphasis on non-opaque metadata in the spec generally. 

So the relevant section is here:
http://cfconventions.org/cf-conventions/cf-conventions.html#time-coordinate 
<http://cfconventions.org/cf-conventions/cf-conventions.html#time-coordinate>

I think what we are proposing is to replace the cautionary paragraph about use 
of year and month with an addition to the udunits convention that introduces 
"calendar" to date/time units.

I think the calendar list 
<http://cfconventions.org/cf-conventions/cf-conventions.html#calendar> is 
sufficient given the addition of a non-udunits interpretation of a time axis?

Now the question is, what is the additional description? I think we have plenty 
of food for that below. 

Is there any disagreement with this approach out there? I expect their may be.

Best,

- Dave

> On Oct 20, 2018, at 8:27 AM, Bärring Lars <[email protected]> wrote:
> 
> Dear David,
> 
> It seems that we pretty much agree, the CF Convention should do better than 
> just refer to the current Udunits for time units. 
> 
> From a CF Conventions perspective is useful to separate the discussion of the 
> different year length in various calendars from the issue of uneven length of 
> calendar months (and Udunits somewhat draconian way of solving this to little 
> relevance for this community I would argue). 
> 
> If the solution to both issues is to adopt the solution you refer to, this 
> would be perfectly fine with me. But to me the important thing is that the 
> underlying rules should be part of the CF Convention, either by expressing 
> them in the CF Conventions document, or by making a reference to an external 
> document (as is now done for Udunits).
> 
> 
> 
> Kind regards,
> Lars
> 
> 
> Från: David Blodgett [[email protected] <mailto:[email protected]>]
> Skickat: den 20 oktober 2018 13:47
> Till: Bärring Lars
> Kopia: [email protected]
> Ämne: Re: [CF-metadata] 'months since' and 'years since' time units
> 
> Dear Lars,
> 
> Maybe my point is lost in the reference to an outside source. I think CF 
> should support more than udunits. It should support an extended units 
> attribute for a variable meant to represent a calendar/time axis. 
> 
> That extension should be prepending "calendar" to a udunits date string. This 
> is the second option in the NetCDF-Java Common Data Model 
> <https://www.unidata.ucar.edu/software/thredds/current/netcdf-java/#home> 
> which was adopted from the Environmental Data Abstraction Library 
> <https://www.semanticscholar.org/paper/The-Environmental-Data-Abstraction-Library-(-Edal-)-Griffiths-Haines/77c1018b473dbcee44068075a6458c5ef2c2f5a4>,
>  both of which support CF but also support non-cf data that exists in the 
> community.
> 
> If the developers of udunits want to support the extension, that would be 
> great -- they would be coming into line with practices implemented by others 
> in the community.
> 
> Regarding the analogy to length units. Let's dig in a bit. Units declarations 
> define the function that has to be applied to take one quantity and transform 
> it to a reference datum or some other arbitrary datum. Time is no different 
> -- the function is just a little different. There are plenty of "transformed" 
> quantities that require a specialized function to go from the units they are 
> stored in to units that make the data comparable or useful in some other 
> context (sigma coordinates for example) 
> <https://www.phy.ornl.gov/csep/om/node24.html>. In this case, what we are 
> saying is that we have a specialized function for time that has real utility 
> and isn't supported by the assumptions in udunits. We even have 
> implementations of our specialized function and a way to describe it!!
> 
> All the best, 
> 
> - Dave
> 
>> On Oct 20, 2018, at 5:39 AM, Bärring Lars <[email protected] 
>> <mailto:[email protected]>> wrote:
>> 
>> Hi all,
>> 
>> @Jim, I think that even within the domain of months and years, a month is 
>> not necessarily a well behaved unit. Think of precipitation height (mm) or 
>> sunshine hours (h); these quantities depends on the length of the month. 
>> Without taking the month length into account one cannot really compare 
>> precipitation height during January with that of February (10 % difference 
>> in accumulation period) despite that the difference in the time coordinate 
>> is 1. If one on the other hand factor out the the length of the months by 
>> using precipitation flux (kg m-2 s-1), or precipitation rate (mm s-1, mm 
>> h-1, mm day-1, but not mm month-1), and fraction_of_sunshine_hours (1), 
>> things suddenly are OK. 
>> 
>> @David, I am not familiar with the software you are pointing at, but from 
>> your description (and my rather limited software engineering skills) it 
>> certainly sounds like a good way forward/solution. But what I am after is 
>> that the CF Conventions as such should be more specific and not back away 
>> from the issue by just referring to Udunits, especially as CF has otherwise 
>> done such an excellent work in sorting out the sometimes hairy issues 
>> pertaining to geophysical modelling data and observations. After all, the 
>> complications from having different calendars is specific to the community 
>> that CF sets out to support (and sort out...).
>> 
>> @Chris (your last para in earlier post): 
>> "I know that CF refers to udunits for unit definitions, but we really need 
>> to either allow exceptions or periodically update udunits to meet the needs 
>> of CF."
>> Yes and Yes to this suggestion ! 
>> 
>> 
>> Lars
>> 
>> Från: CF-metadata [[email protected] 
>> <mailto:[email protected]>] för Jim Biard [[email protected] 
>> <mailto:[email protected]>]
>> Skickat: den 19 oktober 2018 22:32
>> Kopia: [email protected] <mailto:[email protected]>
>> Ämne: Re: [CF-metadata] 'months since' and 'years since' time units
>> 
>> Chris,
>> I see what you are saying about category, yet it is metric. Within the 
>> domain of months and years (without days, leap days, etc), it is completely 
>> possible to do exact math, just as we can within the domain of seconds, 
>> minutes, hours, and days. The problem arises when you try to bridge between 
>> these two domains. The current UDUNITS tries to keep it all in one domain, 
>> with the result that values in months and years become problematic.
>> Grace and peace,
>> Jim
>> 
>> On 10/19/18 3:53 PM, Chris Barker - NOAA Federal wrote:
>>> I remember this coming up on this list a while back.
>>> 
>>> Yes, the concept of e.g. monthly averaged data is useful. 
>>> 
>>> But in that case, a “month” is really a category, not a continuous time 
>>> variable.
>>> 
>>> So we need a different way if describing it than a time access with units 
>>> of month...
>>> 
>>> -CHB
>>> 
>>> Sent from my iPhone
>>> 
>>> On Oct 19, 2018, at 8:45 AM, Jim Biard <[email protected] 
>>> <mailto:[email protected]>> wrote:
>>> 
>>>> I like how you have described the issue, Chris.
>>>> Using month in anything except a 360-day calendar (assuming the month is 
>>>> defined correctly for that calendar) produces erroneous results if you try 
>>>> to do anything but math that remains in those units - such as convert a 
>>>> month count to a date. The same goes for physical years.
>>>> And yet... If we are writing data collected on monthly, seasonal, or other 
>>>> large-scale time binnings (when doing climatologies, for example), month 
>>>> and year become regularized - that is, they become metric within the 
>>>> context of that data, and it would be so much more human-friendly to be 
>>>> able to work directly in months, seasons, and years, regardless of whether 
>>>> that is a real year, a 365 day year, or a 360 day year.
>>>> It seems to me that time recorded in "month and larger" terms really 
>>>> represents a different thing, separate from 'time' as defined by CF. I see 
>>>> two different solutions that could be based around a new standard name of 
>>>> 'date', as Martin Juckes suggested.
>>>> Declare that the values for a standard name of 'date' are date strings 
>>>> following a YYYY-MM-DD format (and perhaps something for megayears, etc 
>>>> that would be useful for paleo people).
>>>> Declare that the values for a standard name of 'date' would use units of 
>>>> calendar_month, calendar_season, and calendar_year (or whatever names 
>>>> people like best). These units are entirely convertible between each 
>>>> other, and would need to be added to UDUNITS. UDUNITS would not convert 
>>>> between these units and time units. People would be free to write code 
>>>> that could do the conversion between time and date, but there wouldn't be 
>>>> any particular way that would be considered standard.
>>>> Grace and peace,
>>>> 
>>>> Jim
>>>> 
>>>> On 10/19/18 11:13 AM, Chris Barker - NOAA Federal wrote:
>>>>> Calendars are a mess— both because the earth’s rotation is not
>>>>> human-frendly, and because of human legacy.
>>>>> 
>>>>> So we need to accept that, and not try to use calendars as though they
>>>>> are logical units for time.
>>>>> 
>>>>> I like to think about it this way: there are time operations: “this
>>>>> much time has passed”, and there are calendar operations: “this day
>>>>> next month”.
>>>>> 
>>>>> Calendar operations require a lot of machinations and a well defined
>>>>> calendar. Time operations are straightforward and behave “sensibly”
>>>>> with the usual math.
>>>>> 
>>>>> Also — operations belong in libraries, not data files. CF should use
>>>>> only well defined units.
>>>>> 
>>>>> Personally, I think udunits should never have defined “months” or
>>>>> “years” as a time unit. But in any case, CF can at least highly
>>>>> discourage, if not ban, their use.
>>>>> 
>>>>> Possible exception: for “artificial” Calendars, a month can be well
>>>>> defined, but then the unit should be called something like
>>>>> “30_day_month”, other well defined name.
>>>>> 
>>>>> I know that CF refers to udunits for unit definitions, but we really
>>>>> need to either allow exceptions or periodically update udunits to meet
>>>>> the needs of CF.
>>>>> 
>>>>> -CHB
>>>>> 
>>>>> 
>>>>>> On Oct 19, 2018, at 5:13 AM, Bärring Lars <[email protected]> 
>>>>>> <mailto:[email protected]> wrote:
>>>>>> 
>>>>>> Dear all,
>>>>>> 
>>>>>> I agree with Jonathan's wish for a more well-behaved Earth in the 
>>>>>> planetary system :-)
>>>>>> 
>>>>>> However, awaiting this I think that we have two issues before us:
>>>>>> 
>>>>>> 1. The fact that different datasets fundamentally are based on different 
>>>>>> length of a year, while Udunits defines a year to be the real world 
>>>>>> tropical year.
>>>>>> 
>>>>>> 2. The common language notion of months  of different length (and for 
>>>>>> February varying), while Udunits defines the length of a month to be one 
>>>>>> twelfth of the real world tropical year.
>>>>>> 
>>>>>> 
>>>>>> I fully agree that for datasets from one source (having one calendar) 
>>>>>> the warning against using  "month_since..." and "year_since..."  is very 
>>>>>> well motivated. But, as Martin points out, when combining data based on 
>>>>>> different calendars the easiest /best/most relevant way is to use one of 
>>>>>> these. Having said that I will in turn go into some detail with the two 
>>>>>> issues.
>>>>>> 
>>>>>> 
>>>>>> 1. Regarding the length of the year, which is what my previous posts 
>>>>>> concerned, I think that we have three options:
>>>>>> A) Convince Udunits to change the behaviour  of the year unit to depend 
>>>>>> on the calendar. To my mind this would actually solve the problem stated 
>>>>>> in the initial post of this thread. Whether this option s possible, have 
>>>>>> a chance to fly, or is something that the CF community actually want I 
>>>>>> do not now. But here is the idea for you to consider. If this solution 
>>>>>> is implemented, it  would mean changing the text in Section 4.4.
>>>>>> B) In the CF Conventions specify that the definition of the length of a 
>>>>>> year deviates from the one used in Udunits. This would mean changing the 
>>>>>> text in Section 4.4. Again, once this change has penetrated into 
>>>>>> software libraries, this would solve the initial poster's problem.
>>>>>> C) Leave things as they are, preferably with some additional language in 
>>>>>> Section 4.4 to explain when unit year might be useful and when not to 
>>>>>> use it.
>>>>>> 
>>>>>> Of course, there might be other options that I have not though of. 
>>>>>> Personally I advocate  A) or B), because to my mind the impact of having 
>>>>>> defined different calendars is not fully implemented in CF  because the 
>>>>>> different model calendar _do_ imply different length of the year. 
>>>>>> Moreover, at least for the 360_day calendar the Udunits definition of a 
>>>>>> month will then coincide with what is expected from that calendar.
>>>>>> 
>>>>>> 2. The obvious root of the problem here is of course the different 
>>>>>> months' lengths in the real world calendar. Having said that, what adds 
>>>>>> to the confusion is that Udunits has chosen the name "month" for the 
>>>>>> unit year/12. I will  put aside the problem of different month lengths 
>>>>>> and only consider the Udunits months, which I here will call "month12" 
>>>>>> for clarity, and focus on the implications of having data from different 
>>>>>> calendars being merged (think ensemble summary) and described using 
>>>>>> "month12_since" (where the time coordinate takes on integer values). For 
>>>>>> all calendars, but 360_day, this implies that a fractional day goes into 
>>>>>> the month12ly statistic. If this is a problem one may one may postulate 
>>>>>> that the fractional day belongs to the month12 where the larger part 
>>>>>> belongs. If this is complemented  with the notion of calendar_month  it 
>>>>>> may be reasonable to restrict at least the latter, or both,  to only 
>>>>>> take on integer values, to avoid hairy questions like ones that Jonathan 
>>>>>> asked  "What does 1 calendar_month since 31 January mean? What does 7.23 
>>>>>> calendar_months since 31 January mean?"
>>>>>> 
>>>>>> 
>>>>>> Kind regards,
>>>>>> Lars
>>>>>> 
>>>>>> PS. For those of you without a Scandinavian keyboard; you might relieved 
>>>>>> to know that my first name is Lars (and Bärring is family name, despite 
>>>>>> what the email alias might suggest)
>>>>>> 
>>>>>> 
>>>>>> ________________________________________
>>>>>> Från: CF-metadata [[email protected]] f&#246;r Taylor, 
>>>>>> Karl E. [[email protected]]
>>>>>> Skickat: den 19 oktober 2018 06:14
>>>>>> Till: [email protected]
>>>>>> Ämne: Re: [CF-metadata] 'months since' and 'years since' time units
>>>>>> 
>>>>>> Dear all,
>>>>>> 
>>>>>> I won't make any recommendations for udunits, but I will comment on the
>>>>>> CF-conventions.
>>>>>> 
>>>>>> In general, I think we should discourage usage of calendar month as a
>>>>>> unit of measurement because for the real world, these are only defined
>>>>>> for 12 special periods each year (the beginning to the end of each
>>>>>> calendar month) and the " 
>>>>>> <mailto:Kindregards,LarsPS.ForthoseofyouwithoutaScandinaviankeyboard;youmightrelievedtoknowthatmyfirstnameisLars%28andB%C3%A4rringisfamilyname,despitewhattheemailaliasmightsuggest%29________________________________________Fr%C3%A5n:CF-metadata[[email protected]]f&#246;rTaylor,KarlE.[[email protected]]Skickat:den19oktober201806:14Till:[email protected]%C3%84mne:Re:[CF-metadata]%27monthssince%27and%27yearssince%27timeunitsDearall,Iwon%27tmakeanyrecommendationsforudunits,butIwillcommentontheCF-conventions.Ingeneral,Ithinkweshoulddiscourageusageofcalendarmonthasaunitofmeasurementbecausefortherealworld,theseareonlydefinedfor12specialperiodseachyear%28thebeginningtotheendofeachcalendarmonth%29andthe>unit"
>>>>>>  is not constant throughout the year.
>>>>>> Nevertheless there are some good arguments for considering adopting a
>>>>>> special calendar month unit by the CF conventions, but only for limited
>>>>>> and very specific purposes. (I'll refer to these new units as
>>>>>> "calendar_months" in the following, with the understanding that the unit
>>>>>> will depend on the calendar adopted and will in general vary for
>>>>>> different months of the year and depend on whether or not the year is a
>>>>>> leap year.)  Here are reasons (already articulated by others) why we
>>>>>> might want to adopt "calendar_months" as a unit:
>>>>>> 
>>>>>> 1) there are existing data sets with monthly-mean data and a
>>>>>> time-coordinate that is supposed to indicate how many calendar months
>>>>>> have passed since some base month/year. Such data sets are not easily
>>>>>> accommodated by CF.
>>>>>> 2) for some judiciously selected reference times, coordinates expressed
>>>>>> in "calendar_months since" can be easily generated without the help of
>>>>>> calendar-aware time-translation algorithms.  For example, given units of
>>>>>> "calendar_months since 2001-01-01" we can trivially generate the
>>>>>> coordinate values for the middle of each month: 0.5, 1.5, 2.5, etc. It
>>>>>> would be much more difficult to generate the coordinate values in units
>>>>>> of "days since ...".
>>>>>> 3) monthly mean data sets with time coordinates based on different
>>>>>> calendars can more easily be compared because if all the data sets
>>>>>> adopted the same reference time, then comparable months would have the
>>>>>> same coordinate values, independent of the actual month length defined
>>>>>> by different calendars.  [In contrast, if the time coordinate were given
>>>>>> in units of "days since ... ", the coordinate values would depend on the
>>>>>> calendar.]
>>>>>> 
>>>>>> If we define a unit of "calendar_months since ..." we would need to
>>>>>> address Jonathan's point that it is not immediately obvious how to
>>>>>> handle fractions of months and reference times different from the
>>>>>> beginning of a month.  One approach we should consider is to restrict
>>>>>> use of calendar_month units to datasets reporting monthly values only
>>>>>> (not, daily, annual, hourly, etc.)  Also for simplicity we could
>>>>>> restrict the reference time to be the beginning of a calendar year
>>>>>> (i.e., January 1 at 0:0:0 for some specified year). If we did this, it
>>>>>> would be relatively easy to define what we mean by fractions of months
>>>>>> and it would also be easy to generate the values needed to define the
>>>>>> time-coordinates and the cell_bounds or the bounds needed to define
>>>>>> climatologies.  [It would be almost as easy if we allowed the reference
>>>>>> time to be the beginning of *any* month, but let's consider the more
>>>>>> restrictive "beginning of a year" option first.]
>>>>>> 
>>>>>> I note that using calendar_month units to report data at intervals other
>>>>>> than monthly intervals offers no advantages.  For example different
>>>>>> fractional month increments would have to be used to report data at an
>>>>>> invariant daily interval.  This would seem to introduce complexity to a
>>>>>> simple time-coordinate and is why I would restrict use of calendar_month
>>>>>> units to monthly data.
>>>>>> 
>>>>>> Since months are not all equal in length, the interval of times
>>>>>> represented by the same fraction may differ between months. For a
>>>>>> Gregorian calendar, half-way through the month of January would be noon
>>>>>> on the 16th of January (15.5 days from the beginning of the month),
>>>>>> whereas half-way through the month of June would be the 16th of June at
>>>>>> 00:00:00 (15.0 days from the beginning of the month. Thus 0.5 months
>>>>>> since 2001-01-01 would be 2001-01-16 12:00:00 and 5.5 months since
>>>>>> 2001-01-01 would be 2001-06-16 00:00:00. Also note that the date
>>>>>> corresponding to the middle of February depends on whether the year is a
>>>>>> leap year or not.
>>>>>> 
>>>>>> Of course for a different calendar (e.g., 360_day), the dates
>>>>>> corresponding to 0.5 months since 2001-01-01 and 5.5 months since
>>>>>> 2001-01-01 would be different from those for the Gregorian calendar.
>>>>>> 
>>>>>> The bottom line is that under the above restrictions, it is easy to
>>>>>> convert fractions of months to dates (and also to alternative units such
>>>>>> as "days since ...").
>>>>>> 
>>>>>> Common types of "monthly" data sets are:
>>>>>> 
>>>>>> 1) reports of monthly statistics computed from multiple samples within
>>>>>> each month (e.g., means, standard deviation of daily values, maximum
>>>>>> daily mean; requires cell_bounds)
>>>>>> 
>>>>>> 2) reports of monthly accumulations  (e.g. monthly precipitation amount;
>>>>>> requires cell_bounds)
>>>>>> 
>>>>>> 3) monthly climatologies (requiring climatology attribute pointing to
>>>>>> climatology bounds)
>>>>>> 
>>>>>> For all of the above the bounds coincide with the beginning and end of
>>>>>> each month so with the reference time restricted to the beginning of a
>>>>>> year, the bounds will all be integer values of "months since". The
>>>>>> coordinate value for any of the above can be assigned any value in the
>>>>>> interval defined by the bounds.  For monthly statistics one might choose
>>>>>> the middle of each month so coordinate values would be numbers like 0.5,
>>>>>> 1.5, 2.5, etc.  For monthly accumulations one might prefer to use the
>>>>>> time at the end of each interval to represent the coordinate value
>>>>>> (e.g., 1.0, 2.0, 3.0, etc.).
>>>>>> 
>>>>>> I understand that defining a unit of calendar_months is not compatible
>>>>>> with udunits, but I think we can rely on tools other than udunits to
>>>>>> handle more generally this new unit and the various CF conventions
>>>>>> calendars to convert coordinate values to other time units like "days
>>>>>> since ...".
>>>>>> 
>>>>>> Perhaps the biggest argument in favor of introducing a calendar_month
>>>>>> unit is that it should make it much easier for data providers to
>>>>>> generate correct time coordinates for data reported at monthly
>>>>>> intervals.  Regardless of calendar, I think it is easy to generate
>>>>>> monthly time coordinates under the current CF standard that are simply
>>>>>> wrong.  In contrast, everyone should be able to trivially create a
>>>>>> coordinate axis with values like (1, 2, 3, .... ) or (0.5, 1.5, 2.5,
>>>>>> ...) without making a mistake.
>>>>>> 
>>>>>> best regards,
>>>>>> Karl
>>>>>> 
>>>>>> 
>>>>>> 
>>>>>> 
>>>>>> 
>>>>>>> On 10/18/18 10:58 AM, Jonathan Gregory wrote:
>>>>>>> Dear Martin
>>>>>>> 
>>>>>>> The definition of a calendar_month unit would also need rules about 
>>>>>>> calendar
>>>>>>> arithmetic e.g. What does 1 calendar_month since 31 January mean? What 
>>>>>>> does
>>>>>>> 7.23 calendar_months since 31 January mean?
>>>>>>> 
>>>>>>> Best wishes
>>>>>>> 
>>>>>>> Jonathan
>>>>>>> 
>>>>>>> 
>>>>>>> ----- Forwarded message from Martin Juckes - UKRI STFC 
>>>>>>> <[email protected]> <mailto:[email protected]> -----
>>>>>>> 
>>>>>>>> Date: Thu, 18 Oct 2018 16:33:28 +0000
>>>>>>>> From: Martin Juckes - UKRI STFC <[email protected]> 
>>>>>>>> <mailto:[email protected]>
>>>>>>>> To: Jonathan Gregory <[email protected]> 
>>>>>>>> <mailto:[email protected]>, "[email protected]" 
>>>>>>>> <mailto:[email protected]>
>>>>>>>>     <[email protected]> <mailto:[email protected]>
>>>>>>>> Subject: Re: [CF-metadata] 'months since' and 'years since' time units
>>>>>>>> 
>>>>>>>> Dear Jonathan,
>>>>>>>> 
>>>>>>>> 
>>>>>>>> I think you could go further and disallow the use of "month" or "year" 
>>>>>>>> as a time unit when the calendar is not standard.
>>>>>>>> 
>>>>>>>> 
>>>>>>>> If the "ncdump -t" option produces what the user expects when he has 
>>>>>>>> units  "months since 1900-01-01" and a 360 day calendar, then it is 
>>>>>>>> going to be inconsistent with the current convention.
>>>>>>>> 
>>>>>>>> 
>>>>>>>> I still feel that there is an argument for enabling the storage of 
>>>>>>>> information in user months in the files. E.g. I wish to compare 
>>>>>>>> monthly mean data from 20 climate models which use a range of 
>>>>>>>> different calendars. The mean across the models is not on any specific 
>>>>>>>> calendar ... I could pretend it is and use units of "days since ...", 
>>>>>>>> but the mappings from input time coordinates to output time 
>>>>>>>> coordinates then become rather complex, when they should be trivial. 
>>>>>>>> Having a "date" standard name which allowed the input data to have a 
>>>>>>>> "calendar_month" coordinate would solve this (and I think Klaus's 
>>>>>>>> suggestion would also solve it),
>>>>>>>> 
>>>>>>>> 
>>>>>>>> regards,
>>>>>>>> 
>>>>>>>> Martin
>>>>>>>> 
>>>>>>>> ________________________________
>>>>>>>> From: CF-metadata <[email protected]> 
>>>>>>>> <mailto:[email protected]> on behalf of Jonathan 
>>>>>>>> Gregory <[email protected]> <mailto:[email protected]>
>>>>>>>> Sent: 18 October 2018 17:10:46
>>>>>>>> To: [email protected] <mailto:[email protected]>
>>>>>>>> Subject: Re: [CF-metadata] 'months since' and 'years since' time units
>>>>>>>> 
>>>>>>>> Dear all
>>>>>>>> 
>>>>>>>> This is an interesting discussion, and I agree that's a tricky 
>>>>>>>> subject. If only
>>>>>>>> we could have a well-behaved Earth which orbited the sun in an 
>>>>>>>> integral and
>>>>>>>> easily factorisable number of days!
>>>>>>>> 
>>>>>>>> So far I still think that we should not change the way we interpret 
>>>>>>>> the units
>>>>>>>> string. It's in udunits format, and should be interpreted according to 
>>>>>>>> the
>>>>>>>> calendar attribute. I would suggest that it's helpful to regard time 
>>>>>>>> coords as
>>>>>>>> *encoded* and not necessarily easy for humans to read. It's certainly 
>>>>>>>> nice to
>>>>>>>> see "time=1, 2, 3, ..." months since a reference date - that is easy 
>>>>>>>> to read -
>>>>>>>> but when you get to 747 or 4689 months since a reference date, you 
>>>>>>>> don't know
>>>>>>>> what it means any more (unless you're extremely good at mental 
>>>>>>>> arithmetic), and
>>>>>>>> you might as well encode it as days.
>>>>>>>> 
>>>>>>>> The antidote to inconvenient encoding is convenient software. For 
>>>>>>>> example,
>>>>>>>> could cftime allow the user to construct a time coordinate variable 
>>>>>>>> with a
>>>>>>>> spacing of calendar months, but encode it in the netCDF file in days? 
>>>>>>>> Then it's
>>>>>>>> transparent. Similarly, time coordinate variables can be decoded into 
>>>>>>>> human-
>>>>>>>> readable strings by calendar-aware software. It seems to me that this 
>>>>>>>> isn't
>>>>>>>> different in principle from using ncdump to read a netCDF file, rather 
>>>>>>>> than
>>>>>>>> insisting it should be intelligible when read in hexadecimal. In fact, 
>>>>>>>> ncdump
>>>>>>>> itself has a -t option, which should help, according to the man page:
>>>>>>>> 
>>>>>>>> "-t controls display of time data, if stored in a variable that uses a 
>>>>>>>> udunits
>>>>>>>> compliant time representation such as `days since 1970-01-01' or 
>>>>>>>> `seconds since
>>>>>>>> 2009-03-15 12:01:17' .... If this option is specified, time data 
>>>>>>>> values are
>>>>>>>> displayed as human-readable date-time strings rather than numerical 
>>>>>>>> values,
>>>>>>>> interpreted in terms of a `calendar' variable attribute, if specified. 
>>>>>>>> ...
>>>>>>>> Calendar attribute values interpreted with this option include the CF
>>>>>>>> Conventions values `gregorian' or `standard', `proleptic_gregorian', 
>>>>>>>> `noleap'
>>>>>>>> or `365_day', `all_leap' or `366_day', `360_day', and `julian'."
>>>>>>>> 
>>>>>>>> I agree with comments that if we introduced new units such as 
>>>>>>>> calendar_month
>>>>>>>> or 30day_month, people might well not use them, and would still be 
>>>>>>>> disappointed
>>>>>>>> that "month" wasn't what they expected.
>>>>>>>> 
>>>>>>>> The CF conformance document has a recommendation that "year" and 
>>>>>>>> "month" should
>>>>>>>> be used "with caution". I don't what the CF checker currently does 
>>>>>>>> with this.
>>>>>>>> We could change it to a recommendation that they should *not* be used, 
>>>>>>>> in which
>>>>>>>> case the checker would give a warning if they were.
>>>>>>>> 
>>>>>>>> Best wishes
>>>>>>>> 
>>>>>>>> Jonathan
>>>>>>>> 
>>>>>>>> ----- Forwarded message from Bärring Lars <[email protected]> 
>>>>>>>> <mailto:[email protected]> -----
>>>>>>>> 
>>>>>>>>> Date: Thu, 18 Oct 2018 13:31:10 +0000
>>>>>>>>> From: Bärring Lars <[email protected]> 
>>>>>>>>> <mailto:[email protected]>
>>>>>>>>> To: Martin Juckes - UKRI STFC <[email protected]> 
>>>>>>>>> <mailto:[email protected]>, David Blodgett
>>>>>>>>>        <[email protected]> <mailto:[email protected]>, Ryan 
>>>>>>>>> Abernathey <[email protected]> 
>>>>>>>>> <mailto:[email protected]>
>>>>>>>>> Cc: "[email protected]" <mailto:[email protected]> 
>>>>>>>>> <[email protected]> <mailto:[email protected]>
>>>>>>>>> Subject: Re: [CF-metadata] 'months since' and 'years since' time units
>>>>>>>>> 
>>>>>>>>> Dear Martin, David, all,
>>>>>>>>> 
>>>>>>>>> As Klaus points out, the aim of my suggestion is to make software 
>>>>>>>>> using CF aware of the fact that the unit "year" is different 
>>>>>>>>> depending on which calendar the model is implementing. To give an 
>>>>>>>>> example:
>>>>>>>>> If I want to know when the global average temperature has increased 
>>>>>>>>> by 1.5C, or 4C, above pre-industrial time in the CMIP5 ensemble I 
>>>>>>>>> will get  answers as a timedelta in days. As this is not really 
>>>>>>>>> helpful I might feel inclined to convert this to years, but now 
>>>>>>>>> UDUNITS definition of year is not helpful for those models having a 
>>>>>>>>> 360_day or 365_day calendar. However, with the calendar-aware 
>>>>>>>>> definition of year such a calculation would be supported without 
>>>>>>>>> having to deal with it manually.
>>>>>>>>> 
>>>>>>>>> Now, on to the discussion about months. Before my previous post I 
>>>>>>>>> quickly read through extensive exchange on this list back in 2011, so 
>>>>>>>>> I really appreciate David's comment that it is a complex subject. And 
>>>>>>>>> that is the reason for why I suggested is always month is always a 
>>>>>>>>> year / 12. So, here is an attempt to summarise the suggestion in a 
>>>>>>>>> different way:
>>>>>>>>> 
>>>>>>>>> * standard and proleptic_gregorian calendars (status quo):
>>>>>>>>>   o the number of days in a month is not an integer
>>>>>>>>>   o same issue with respect to ordinary (western) world months.
>>>>>>>>> 
>>>>>>>>> * 365_day calendar:
>>>>>>>>>   + the number of seconds in a month would change from being 
>>>>>>>>> "ill-defined (?)" as 84600 * 365.242198781 / 12 = 2574957.50141, to 
>>>>>>>>> more properly 84600 * 365 / 12 = 2573250
>>>>>>>>>   o same issue with respect to ordinary (western) world months.
>>>>>>>>> 
>>>>>>>>> * 360_calendar:
>>>>>>>>>   + the number of seconds in a month would change from being "very 
>>>>>>>>> ill-defined (?)" as 84600 * 365.242198781 / 12 = 2574957.50141, to 
>>>>>>>>> more properly 84600 * 360 / 12 = 2538000
>>>>>>>>>   + the number of days in a month is an integer; 12 * 30 * 84600 = 
>>>>>>>>> 2538000
>>>>>>>>>   + the definition of a month is consistent with what is expected in 
>>>>>>>>> the "360_day world"
>>>>>>>>>   o same issue with respect to ordinary (western) world months.
>>>>>>>>> 
>>>>>>>>> That is, even though the suggestion certainly do not solve everything 
>>>>>>>>> (of course!), the only argument against it, that I can see, is the 
>>>>>>>>> work to tease out the details and implement it in software packages. 
>>>>>>>>> As was extensively discussed in the 2011 threads, the real problem is 
>>>>>>>>> the varying length of the western world calendar months. But that is 
>>>>>>>>> the topic for another thread.
>>>>>>>>> 
>>>>>>>>> 
>>>>>>>>> Kind regards,
>>>>>>>>> Lars
>>>>>>>>> 
>>>>>>>>> ________________________________
>>>>>>>>> Från: CF-metadata [[email protected] 
>>>>>>>>> <mailto:[email protected]>] för David Blodgett 
>>>>>>>>> [[email protected] <mailto:[email protected]>]
>>>>>>>>> Skickat: den 18 oktober 2018 13:58
>>>>>>>>> Till: Ryan Abernathey
>>>>>>>>> Kopia: [email protected] <mailto:[email protected]>
>>>>>>>>> Ämne: Re: [CF-metadata] 'months since' and 'years since' time units
>>>>>>>>> 
>>>>>>>>> Dear Ryan, All,
>>>>>>>>> 
>>>>>>>>> I hesitate to chime in on this thread as I know just how fraught this 
>>>>>>>>> topic can be, but then I think I know how fraught it can be so may 
>>>>>>>>> have something to offer. My experience is at the intersection of 
>>>>>>>>> climatological models and landscape models that are calibrated with 
>>>>>>>>> "real" data. I've worked with daily and monthly time series model 
>>>>>>>>> output and interpolated weather products that needs to match up to 
>>>>>>>>> observations but uses a noleap or 360 calendar. It's an enormous pain 
>>>>>>>>> and we as a community should do better. -- so the business case for 
>>>>>>>>> taking this complexity head on is there!
>>>>>>>>> 
>>>>>>>>> One resource I've found useful over the years is the [CDM 
>>>>>>>>> implementation](https://www.unidata.ucar.edu/software/thredds/current/netcdf-java/CDM/CalendarDateTime.html
>>>>>>>>>  
>>>>>>>>> <https://www.unidata.ucar.edu/software/thredds/current/netcdf-java/CDM/CalendarDateTime.html>)
>>>>>>>>> ut this does not
>>>>>>>>> There are two factors at play.
>>>>>>>>> 
>>>>>>>>> 1) Adding "calendar" to a udunits string avoids conversion to a 
>>>>>>>>> number of shorter time increments for long time increments (e.g. 
>>>>>>>>> seconds per month). It keeps things in the declared time units so you 
>>>>>>>>> hit the precise date boundaries you would expect.
>>>>>>>>> 2) The "calendar" attribute gets you to how to interpret the datum of 
>>>>>>>>> the time axis.
>>>>>>>>> 
>>>>>>>>> Especially relevant to this thread is:
>>>>>>>>> 
>>>>>>>>>   *   uniform30day or 360_day = All years are 360 days divided into 
>>>>>>>>> 30 day months.
>>>>>>>>> 
>>>>>>>>> With these two, I think the problems here are solved. However, 
>>>>>>>>> inevitably, people will omit the addition attribute for calendar or 
>>>>>>>>> fall back on normal "months since ..." when they actually mean 
>>>>>>>>> "calendar months since ..." and tell us 'why would you interpret my 
>>>>>>>>> data that way it makes no sense?!?' This is perfectly parallel to 
>>>>>>>>> spatial coordinates where people don't declare a datum for their 
>>>>>>>>> latitude/longidute coordinates. Without that information one can not 
>>>>>>>>> use the information with a level of precision that some use cases 
>>>>>>>>> require.
>>>>>>>>> 
>>>>>>>>> What I'm getting at is that CF should probably:
>>>>>>>>> 1) adopt enough attribute precision to fully describe what we are 
>>>>>>>>> trying to convey
>>>>>>>>> 2) make said attributes required or declare sensible defaults that 
>>>>>>>>> reduce ambiguity when users come knocking.
>>>>>>>>> 
>>>>>>>>> That said, I've had no success pushing the community to accept that 
>>>>>>>>> there should be a default lat/lon datum for software developers to go 
>>>>>>>>> on and I would not doubt that the same will be true here as ambiguity 
>>>>>>>>> and uncertainty is better than dead wrong in many cases. My stance is 
>>>>>>>>> that we should all be dead wrong for the same reason rather than each 
>>>>>>>>> implementor making an arbitrary decision so we all get different 
>>>>>>>>> answers (more ambiguity) from our software du-jour.
>>>>>>>>> 
>>>>>>>>> All the best,
>>>>>>>>> 
>>>>>>>>> Dave
>>>>>>>>> 
>>>>>>>>> 
>>>>>>>>> On Oct 18, 2018, at 6:08 AM, Martin Juckes - UKRI STFC 
>>>>>>>>> <[email protected] 
>>>>>>>>> <mailto:[email protected]><mailto:[email protected]> 
>>>>>>>>> <mailto:[email protected]>> wrote:
>>>>>>>>> 
>>>>>>>>> Hello All,
>>>>>>>>> 
>>>>>>>>> 
>>>>>>>>> I think the UNIDATA pull request referenced Jeff 
>>>>>>>>> (https://github.com/Unidata/cftime/pull/69 
>>>>>>>>> <https://github.com/Unidata/cftime/pull/69>) is mis-quoting the CF 
>>>>>>>>> Convention. As far as I can see, Unidata says that a month is exactly 
>>>>>>>>> one 12th of a year, and CF inherits this -- with the statement "For 
>>>>>>>>> similar reasons the unit month, which is defined in 
>>>>>>>>> udunits.dat<http://www.unidata.ucar.edu/software/udunits/> 
>>>>>>>>> <http://www.unidata.ucar.edu/software/udunits/> to be exactly 
>>>>>>>>> year/12, should also be used with caution."
>>>>>>>>> 
>>>>>>>>> 
>>>>>>>>> I can't see the difference between Lars's suggestion and the status 
>>>>>>>>> quo. In UNIDATA a day is clearly defined as "period of time equal to 
>>>>>>>>> 24 hours", which gives 84600 seconds.
>>>>>>>>> 
>>>>>>>>> regards,
>>>>>>>>> Martin
>>>>>>>>> 
>>>>>>>>> 
>>>>>>>>> 
>>>>>>>>> ________________________________
>>>>>>>>> From: CF-metadata <[email protected] 
>>>>>>>>> <mailto:[email protected]><mailto:[email protected]>
>>>>>>>>>  <mailto:[email protected]>> on behalf of Bärring Lars 
>>>>>>>>> <[email protected] 
>>>>>>>>> <mailto:[email protected]><mailto:[email protected]> 
>>>>>>>>> <mailto:[email protected]>>
>>>>>>>>> Sent: 18 October 2018 09:29:50
>>>>>>>>> To: Ryan Abernathey; [email protected] 
>>>>>>>>> <mailto:[email protected]><mailto:[email protected]>
>>>>>>>>>  <mailto:[email protected]>; [email protected] 
>>>>>>>>> <mailto:[email protected]><mailto:[email protected]> 
>>>>>>>>> <mailto:[email protected]>
>>>>>>>>> Subject: Re: [CF-metadata] 'months since' and 'years since' time units
>>>>>>>>> 
>>>>>>>>> Hi,
>>>>>>>>> 
>>>>>>>>> I have have come to think about this from a somewhat different 
>>>>>>>>> perspective. For some analyses, as well as when calculating certain 
>>>>>>>>> derived climatological statistics (aka climate indices), using 
>>>>>>>>> datasets based on different calendars the problem becomes obvious.
>>>>>>>>> 
>>>>>>>>> In the model world of a 365-day GCM one year _is_ 365 days, and in a 
>>>>>>>>> 360_day GCM a year _is_ 360 days. In the case of a gregorian/standard 
>>>>>>>>> calendar GCM I am not sure whether it is 365.25 or 365.242198781 but 
>>>>>>>>> this is in practice less of a problem.
>>>>>>>>> 
>>>>>>>>> For datasets based non-standard calendars imposing the current 
>>>>>>>>> UDUNITS definition of a year leads to complications that require 
>>>>>>>>> workarounds if one is interested in for example the time elapsed 
>>>>>>>>> until something happens or the duration of some (long-lasting) 
>>>>>>>>> events. One way to partly mitigate these issues would be to use the 
>>>>>>>>> time unit of years_since_START or months_since_START, but this is 
>>>>>>>>> warned against in the CF Conventions and may software tools do not 
>>>>>>>>> support it .
>>>>>>>>> 
>>>>>>>>> The fundamental issue is the inconsistency between the GCM year and 
>>>>>>>>> the UDUNITS year. So I would like to call on the wisdom of this list 
>>>>>>>>> to see whether the CF Convention could include a modification to the 
>>>>>>>>> definition of a year and month:
>>>>>>>>> 
>>>>>>>>> * standard calendar (no change)
>>>>>>>>> 1 day = 84600 seconds
>>>>>>>>> 1 year = 365.242198781 days
>>>>>>>>> 1 month = 365.242198781 / 12 days
>>>>>>>>> 
>>>>>>>>> * 365_day calendar
>>>>>>>>> 1 day = 84600 seconds
>>>>>>>>> 1 year = 365 days
>>>>>>>>> 1 month = 365 / 12 days
>>>>>>>>> 
>>>>>>>>> * 360_day calendar
>>>>>>>>> 1 day = 84600 seconds
>>>>>>>>> 1 year = 360 days
>>>>>>>>> 1 month = 360 / 12 days
>>>>>>>>> 
>>>>>>>>> That is, the seconds per day ratio is not changed thus maintaining 
>>>>>>>>> the consistency to other SI units. And, for the 360_day calendar 
>>>>>>>>> month follows the suggestion by Ryan and Jeffrey.
>>>>>>>>> 
>>>>>>>>> 
>>>>>>>>> Kind regards,
>>>>>>>>> Lars
>>>>>>>>> 
>>>>>>>>> --
>>>>>>>>> Lars Bärring
>>>>>>>>> 
>>>>>>>>> FDr, Forskare
>>>>>>>>> PhD, Research Scientist
>>>>>>>>> 
>>>>>>>>> SMHI  /  Swedish Meteorological and Hydrological Institute
>>>>>>>>> Rossby Centre
>>>>>>>>> SE - 601 76 NORRKÖPING
>>>>>>>>> Tel / Phone: +46 (0)11 495 8604
>>>>>>>>> Fax: +46 (0)11 495 8001
>>>>>>>>> Besöksadress / Visiting address: Folkborgsvägen 17
>>>>>>>>> ________________________________
>>>>>>>>> Från: CF-metadata [[email protected] 
>>>>>>>>> <mailto:[email protected]><mailto:[email protected]>
>>>>>>>>>  <mailto:[email protected]>] för Ryan Abernathey 
>>>>>>>>> [[email protected] 
>>>>>>>>> <mailto:[email protected]><mailto:[email protected]> 
>>>>>>>>> <mailto:[email protected]>]
>>>>>>>>> Skickat: den 17 oktober 2018 21:22
>>>>>>>>> Till: [email protected] 
>>>>>>>>> <mailto:[email protected]><mailto:[email protected]>
>>>>>>>>>  <mailto:[email protected]>
>>>>>>>>> Kopia: [email protected] 
>>>>>>>>> <mailto:[email protected]><mailto:[email protected]> 
>>>>>>>>> <mailto:[email protected]>
>>>>>>>>> Ämne: Re: [CF-metadata] 'months since' and 'years since' time units
>>>>>>>>> 
>>>>>>>>> Hi everyone,
>>>>>>>>> 
>>>>>>>>> I am that user, and I'm new to this mailing list. Thank you all for 
>>>>>>>>> your work on CF conventions. It's such a valuable effort!
>>>>>>>>> 
>>>>>>>>> I want to note that this was inspired by the proliferation of 
>>>>>>>>> datasets in the wild that use "month" as their units. For example, 
>>>>>>>>> nearly all of the IRI Data Library does this, in conjunction with a 
>>>>>>>>> 3"60_day" calendar (example: 
>>>>>>>>> https://iridl.ldeo.columbia.edu/SOURCES/.NOAA/.NCEP-NCAR/.CDAS-1/.MONTHLY/.Diagnostic/.surface/.temp/
>>>>>>>>>  
>>>>>>>>> <https://iridl.ldeo.columbia.edu/SOURCES/.NOAA/.NCEP-NCAR/.CDAS-1/.MONTHLY/.Diagnostic/.surface/.temp/>).
>>>>>>>>> 
>>>>>>>>> My impression from talking to data providers is that no one is using 
>>>>>>>>> "360_day" calendar and "months" as units, and then expecting "months" 
>>>>>>>>> to be interpreted as 365.242198781/12 days. They all expect it to be 
>>>>>>>>> interpreted as 30 days. While there are various workarounds that can 
>>>>>>>>> be used at different levels of the software stack, the best solution, 
>>>>>>>>> IMHO, is to explicitly allow in CF conventions what Jeff proposed: 
>>>>>>>>> "months and years be interpreted as calendar months and years for 
>>>>>>>>> those calendars where they have a fixed length". I don't think this 
>>>>>>>>> will break existing applications.
>>>>>>>>> 
>>>>>>>>> Thanks,
>>>>>>>>> Ryan
>>>>>>>>> 
>>>>>>>>> On Wed, Oct 17, 2018 at 3:06 PM Jeffrey Whitaker 
>>>>>>>>> <[email protected] 
>>>>>>>>> <mailto:[email protected]><mailto:[email protected]>
>>>>>>>>>  
>>>>>>>>> <mailto:[email protected]><mailto:[email protected]>
>>>>>>>>>  <mailto:[email protected]>> wrote:
>>>>>>>>> Hi:  I'm a developer of the 'cftime' python package 
>>>>>>>>> (https://github.com/Unidata/cftime 
>>>>>>>>> <https://github.com/Unidata/cftime>).  A user submitted a pull 
>>>>>>>>> request (https://github.com/Unidata/cftime/pull/69 
>>>>>>>>> <https://github.com/Unidata/cftime/pull/69>) that implements support 
>>>>>>>>> for a 30-day calendar month time unit for the '360_day' CF calendar.  
>>>>>>>>> Although using a 'month' time unit is a tricky proposition in 
>>>>>>>>> general, for this calendar it seems straightforward since every month 
>>>>>>>>> has the same length.  However, in the discussion of the pull request 
>>>>>>>>> it was pointed out that CF expects  that "the value of the units 
>>>>>>>>> attribute is a string that can be recognized by UNIDATA's Udunits 
>>>>>>>>> package", and that UDUNITS defines a month as 365.242198781/12 days.  
>>>>>>>>>   My question is this - is it reasonable for our python package to 
>>>>>>>>> make an exception to this rule for the 360_day calendar?  More 
>>>>>>>>> generally, can months and years be interpreted as calendar months and 
>>>>>>>>> years for those calendars where they have a fixed length, or will 
>>>>>>>>> this deviate from the existing CF conventions and break existing 
>>>>>>>>> applications?
>>>>>>>>> 
>>>>>>>>> Regards, Jeff
>>>>>>>>> 
>>>>>>>>> --
>>>>>>>>> Jeffrey S. Whitaker
>>>>>>>>> NOAA/OAR/PSD  R/PSD1
>>>>>>>>> 325 Broadway, Boulder, CO, 80305-3328
>>>>>>>>> Phone: (303)497-6313
>>>>>>>>> FAX: (303)497-6449
>>>>>>>>> 
>>>>>>>>> _______________________________________________
>>>>>>>>> CF-metadata mailing list
>>>>>>>>> [email protected] 
>>>>>>>>> <mailto:[email protected]><mailto:[email protected]> 
>>>>>>>>> <mailto:[email protected]><mailto:[email protected]> 
>>>>>>>>> <mailto:[email protected]>
>>>>>>>>> http://mailman.cgd.ucar.edu/mailman/listinfo/cf-metadata 
>>>>>>>>> <http://mailman.cgd.ucar.edu/mailman/listinfo/cf-metadata>
>>>>>>>>> _______________________________________________
>>>>>>>>> CF-metadata mailing list
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>>>>>>>>> <http://mailman.cgd.ucar.edu/mailman/listinfo/cf-metadata>
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>>>>> _______________________________________________
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>>>> 
>>>> -- 
>>>>  <http://www.cicsnc.org/>Visit us on 
>>>> Facebook <http://www.facebook.com/cicsnc>  Jim Biard 
>>>> Research Scholar 
>>>> Cooperative Institute for Climate and Satellites NC  <http://cicsnc.org/>
>>>> North Carolina State University  <http://ncsu.edu/>
>>>> NOAA National Centers for Environmental Information  
>>>> <http://ncdc.noaa.gov/>
>>>> formerly NOAA’s National Climatic Data Center 
>>>> 151 Patton Ave, Asheville, NC 28801 
>>>> e: [email protected] <mailto:[email protected]> 
>>>> o: +1 828 271 4900 
>>>> 
>>>> Connect with us on Facebook for climate 
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>> 
>> -- 
>>  <http://www.cicsnc.org/>Visit us on 
>> Facebook <http://www.facebook.com/cicsnc>    Jim Biard 
>> Research Scholar 
>> Cooperative Institute for Climate and Satellites NC  <http://cicsnc.org/>
>> North Carolina State University  <http://ncsu.edu/>
>> NOAA National Centers for Environmental Information  <http://ncdc.noaa.gov/>
>> formerly NOAA’s National Climatic Data Center 
>> 151 Patton Ave, Asheville, NC 28801 
>> e: [email protected] <mailto:[email protected]> 
>> o: +1 828 271 4900 
>> 
>> Connect with us on Facebook for climate 
>> <https://www.facebook.com/NOAANCEIclimate> and ocean and geophysics 
>> <https://www.facebook.com/NOAANCEIoceangeo> information, and follow us on 
>> Twitter at @NOAANCEIclimate <https://twitter.com/NOAANCEIclimate> and 
>> @NOAANCEIocngeo <https://twitter.com/NOAANCEIocngeo>. 
>> 
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