Showing posts with label dive log. Show all posts
Showing posts with label dive log. Show all posts

Saturday, August 20, 2011

Dive time histogram

I did my longest dive ever a few days ago, clocking in at 169 minutes...I was trying to collect enough snails to run this experiment. Similar to what I did when I logged my coldest dive ever, I am histogramming my dive log by dive time to see just how extreme this value is. The answer is: very.


I also looked at dive time by dive type. Here is a graph of scientific vs. recreational dive times. I have 170 scientific dives and 54 recreational dives logged, so I plotted frequency rather than absolute counts to get a better comparison of the distributions. They are quite different! It seems that my longest and shortest dives have been research dives, and the scientific dive distribution is much more spread out than the recreational dive distribution. Interestingly enough, they have similar medians that fall in the 40-50 min bin.



Thursday, March 31, 2011

Temperature histogram

In commemoration of the coldest dive I have ever done in a wetsuit, this is a histogram of the water temperatures I have encountered throughout my 160+ dives. Red is for warm water dives (i.e. in a 3mm wetsuit or shorty) and blue is for cold water dives (7mm suit and hood).

At 5ºC, yesterday's dive was a full 3ºC below my previous low (~8ºC at Friday Harbor).

Friday, March 4, 2011

Research diving vs. 'fun diving' (Part 3)

So this is pretty interesting...
(again, p-value from a two-sample t-test in STATA)

I wonder how much 'real-world' significance this has and how much of the difference is actually due to different regions/dive conditions, since both unadjusted air consumption rates and depth-adjusted 'surface air consumption' (SAC) rates* appear to be lower in warm water (with some variation). I think this one will have to sit on the shelf for a while...more data to come late Spring and Summer when I start getting in the water again.

* and here is the graph of SAC rates by temperature, data from the overall Fall 2009-Summer 2010 year that was used for the graphs of original unadjusted and adjusted SAC rates.


Wednesday, March 2, 2011

Research diving vs. 'fun diving' (Part 2)

Obviously this is because I work in shallow old New England.

The p-value is from a two-sample t-test run in STATA.

Saturday, February 26, 2011

Not that research isn't fun...

One more from the dive log:

Air consumption

These were early attempts to calculate and compare my underwater air consumption rates from Fall 2009 to Summer 2010. I compared them by general region (New England, Moorea, Friday Harbor) and by water temperature (Cold: ≤18ºC, Warm: ≥27ºC). Outliers are circled and I traced them back to the actual logged dives, where they were generally associated with strong current or 'buddy issues'.


Of course, after I did this I found that people generally standardise air consumption for depth to give a 'surface air consumption (SAC) rate.' So I recalculated and replotted and here's my final air consumption graphed by region, complete with quartiles. You can see that it's a distribution with a long upper tail.


My dive log is a ridiculously tempting source of things to graph because I log all my dive information anyway. I'm sure some of the fancypants dive computers and software can do some of this for you, but I bet they don't have fun doing it and they they can't give you r-squares and regression coefficients!! (Not that those can tell you that much for dive data anyway)

Diving Winter/Spring 2010

Graphing 3 Seas dives over time (with classes and related events marked).