David,

Thanks for the comments. I initially proposed a standard name modifier and it 
was not well accepted by the audiences I presented to. I think a standard name 
modifier is a more difficult and confusing way to use the standard names, and 
would require updating the CF document every time we want to add a new name. 
That is significantly more difficult than adding a standard name (which is not 
a trivial process). If we want to use some other attribute that's fine. I was 
trying to keep the number of new attributes to a minimum. I also don't want to 
develop a new system to track names. We could use cf_role, but I get worried 
about overloading attributes with too many different concepts.

There is no standard uncertainty. This is the crux of the problem. There are 
literally thousands of ways to derive uncertainty so we can't be too specific 
with the definitions. That's why using standard_error standard name modifier 
will not be enough. "the square root of the sum of squares" is just the 
component sum method to add values. It only works if the values are 
independent, which may or may not be the case.

Whether we use specific_ or component_ doesn't matter to me. Someone will not 
like whichever one is chosen. That's just how it goes. I got the term from 
someone else.

I think the confidence interval needs to be listed as the full range for a 
confidence value to be calculated. It's a scalar because the same interval is 
used for all values. The value listed in the variable would be half the range 
centered on the middle of the range. I don't think the details matter that 
much, just that the variable indicates the values are from a 95% confidence 
range. I see the cell_methods as just a high level indication of what is going 
on. There are many other decisions made in the calculation that are not 
indicated in cell_methods (e.g. how was missing data treated, was QC applied).

I don't follow the concern with ancillary variables. I assume the cell methods 
attribute describes the process to create the values in the variable. So of 
course the method listed in cell_methods would need to work on the data 
variable.

Thanks for the comments,

Ken

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