On Sun, 15 Mar 2015, Andy Wickert wrote:

EXAMPLE 1:

I want to present a time series of stream gage data. I would like a data
table to have:

time     water_discharge_m3_s     sediment_discharge_m3_s

And to have an entire time series of values for a given grass vector
category (i.e. vector point, in this case).

Andy,

  This is a typical database table. Each row needs a unique ID. What I do
for all my environmental databases would be something like this:

CREATE TABLE Discharges (
  site VARCHAR(30),
  sampdate DATE,  -- or use TIMESTAMP to have date and time in a single
  samptime TIME,  -- field.
  h20disch REAL,
  seddisc REAL,
  PRIMARY KEY (site, sampdate, samptime)
)

  Then assign your points to the site column.

EXAMPLE 2:

I have a series of data on sediment composition at a river site. For each
point, I want to have a 2D data table with multiple values for:

grain_size     lithology

  This would have a similar table structure. Columns (attributes) would
include sediment sample ID (the table's primary key that refers to a table
of sediment samples by location, date, and time), grain size, and
lithography.

  From a statistical analytic point of view I would look at each sample as a
composition and apply models suitable for compositional data analysie (CoDA)
to them. CoDA was developed by geochemists and is appropriate for your data.

HTH,

Rich

--
Richard B. Shepard, Ph.D.
Applied Ecosystem Services, Inc. |             Troutdale, OR 97060 USA
www.appl-ecosys.com      Voice: 503-667-4517         Fax: 503-667-8863
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