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Adder Dispersal Distances

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Post Options Post Options   Thanks (0) Thanks(0)   Quote Vicar Quote  Post ReplyReply Direct Link To This Post Posted: 09 Aug 2009 at 11:38am
Aye,



Steve Langham - Chairman    
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Post Options Post Options   Thanks (0) Thanks(0)   Quote calumma Quote  Post ReplyReply Direct Link To This Post Posted: 09 Aug 2009 at 12:14pm
And here it is.



What this graphic shows is an estimate of what could be considered minimum
(darker circles) to maximum (lighter circles) distribution.

The minimum distribution is based on a value of 0.64 km, whilst the
maximum distribution is based on a value of 3.32 km (the maximum
confirmed, non-historical, nearest neighbour value).

Of course, at the moment these figures and calculations are just for fun -
and to see if in principle this type of analysis is worthwhile. I need to review
some aspects of the calculations script. In particular I need to decide what
records are included in the nearest neighbour calculation.
Lee Brady

Kent Herpetofauna Recorder | Independent Ecological Consultant



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Post Options Post Options   Thanks (0) Thanks(0)   Quote calumma Quote  Post ReplyReply Direct Link To This Post Posted: 09 Aug 2009 at 12:27pm
Steve, eyeballing your graph, it looks like in Surrey a location that is situated
at a distance of just over 1 km will have a ~80% probability of being
occupied by adder. The maximum distance appears to be just under 4 km.
Strikingly similar to what I have estimated for Kent I wonder if this is a
true comparison or an inevitable consequence of us both using nearest
neighbour to analyse effort constrained survey data?

Your graph appears to have a few bumps in it past 4 km. Are these just
artifacts created by the plotting software?

Edit: Need to better eyeball the graph!

Edited by calumma
Lee Brady

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Post Options Post Options   Thanks (0) Thanks(0)   Quote Vicar Quote  Post ReplyReply Direct Link To This Post Posted: 09 Aug 2009 at 3:05pm

P0 = percentage probability of a sighting being from 0 to 1 km to its nearest neighbour.
P1 = 1 to 2 Km etc
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Post Options Post Options   Thanks (0) Thanks(0)   Quote calumma Quote  Post ReplyReply Direct Link To This Post Posted: 09 Aug 2009 at 3:20pm
I see, the bumps are due to grouping data into 1 km intervals. Presumably
there are some intervals with no data and you therefore need to either
truncate the tail or assume the same probability for intervals with missing
data?

It may also be interesting to look at this the other way and generate a table
with data illustrating the distances at which there are 95%, 75%, 25%
probabilities of detecting each species.
Lee Brady

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Post Options Post Options   Thanks (0) Thanks(0)   Quote Vicar Quote  Post ReplyReply Direct Link To This Post Posted: 09 Aug 2009 at 7:39pm
heh,

What you see is the difference between real data and a mathematical function. I have tried curve-fitting, with some success.

Yes, the right hand columns of that table (which was too wide to post) has percentile distances such as 95% etc.

I can't see any way of building a distribution profile without using range bins...however; the range bins can be any size (just a number in the code).

I think I derived the 95%iles etc using 100m bins.

I'll dig out the numbers.

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Post Options Post Options   Thanks (0) Thanks(0)   Quote Vicar Quote  Post ReplyReply Direct Link To This Post Posted: 10 Aug 2009 at 1:36pm
Oopps, Just noticed that those figures I gave for Adder were a year out of date We've now increased the known occupancy (by hectare) by 50%.

New figures below.


Note that the cumulative probability only adds up to 99.4%, so there must be outlier records beyond 10km nearest neighbour

Also note a 6% swing in probability for the shortest range, which is due to targeted survey effort. How and where you survey affects these figures significantly. There needs to be a metric of county survey completeness, which will have to include negative records (where we looked but didn't find animals).


Edited by Vicar
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Post Options Post Options   Thanks (0) Thanks(0)   Quote calumma Quote  Post ReplyReply Direct Link To This Post Posted: 10 Aug 2009 at 4:08pm
Originally posted by Vicar Vicar wrote:

How and where you survey affects these figures significantly. There needs
to be a metric of county survey completeness, which will have to include negative records
(where we looked but didn't find animals).


Yes I quite agree. I have attempted to investigate this by looking at the number of
occupied survey units and comparing this with the number of survey units for which data
has been collected. There are still some issues that I need to overcome with this analysis
but in Kent, adder has been recorded in 229 km squares. This represents an occupancy of
just 5.2 %. However, when you control for survey effort the occupancy increases to 14.2%.
Defining effort becomes problematic when targeted survey results are combined with
anecdotal records.

You probably have this information already Steve, but if anybody else would like to quickly
work out how many 10 km or 1 km squares there are in a vice county
this BRC website is a very useful resource.
Lee Brady

Kent Herpetofauna Recorder | Independent Ecological Consultant



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Post Options Post Options   Thanks (0) Thanks(0)   Quote Vicar Quote  Post ReplyReply Direct Link To This Post Posted: 10 Aug 2009 at 4:25pm
HI Lee,

I didn't know of that resource...very useful!

Any ideas how I get the data to populate dominant habitat type by grid square??
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Post Options Post Options   Thanks (0) Thanks(0)   Quote calumma Quote  Post ReplyReply Direct Link To This Post Posted: 10 Aug 2009 at 4:51pm
What I think I am now settling on is using the upper quartile nearest
neighbour value to define where core range is likely to be. This
represents 75% of recorded observations. To this I apply a 'buffer' that is
defined by the 95 percentile. I have chosen 95% rather than 100% to eliminate
outliers. The figures I currently have are 0.64 km for core range and 1.2
km for the buffer (measured from the edge of core range). Since what I
aim to describe is the predicted distribution of each species:

Predicted distribution = core range + buffer.

For adder this is 1.84 km.

Reading from your graph, this would represent a distance at which there
is a ~25% chance of encountering adder in Surrey.

It is also annoyingly close to the 2 km that I started this thread with

Of course not all areas within the predicted distribution will be suitable and this
is where the HSI assessment will come in.

Now the big question Does anybody have similar data for areas
outside of Kent and Surrey?

Edit: note that I sometimes use the terms 'distribution' and 'range' to mean the same
thing. I've cleaned up the text to make it a little more consistent.

Edited by calumma
Lee Brady

Kent Herpetofauna Recorder | Independent Ecological Consultant



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