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Markov Chain Update. GIS Coastline Rasterize Coastline in Matlab.

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Presentation on theme: "Markov Chain Update. GIS Coastline Rasterize Coastline in Matlab."— Presentation transcript:

1 Markov Chain Update

2 GIS Coastline

3 Rasterize Coastline in Matlab

4 Habitat = Spiny Lobster

5 Split up Patches

6 What we have: A rasterized coastline based on a real GIS map Patches that are based on the suitable habitat for Spiny Lobster geometric/flow structures (e.g. the north side of an island will be a different patch to the south side)

7 Now – setup a Markov particle tracking simulation with a spatially explicit flow field (provided by Michael, from Sea Surface Height measurements)…

8 Flow Field from SSH

9

10 Velocity m/s

11 … and v component Velocity m/s

12 Lots of fiddling to get Markov script to ‘sample’ u and v velocities from the flow field

13

14 New method for starting particles … Randomly seeded within each patch

15 + when they hit land they bounce better… to their last “ocean” positon

16 For example Michael kindly got two flow fields – Jan 99 and June 99. I used our new Markov technique to generate connectivity matrixes for these two ocean states. PLD = 20days, competency after 2 days. Spiny Lobster habitat …. Unreal, but worth a look.

17 The i and j patches

18 Total Count Connectivity Matrixes JANUARY 1999 JUNE 1999 j j i i

19 Area Normalized Connectivity Matrixes JANUARY 1999 JUNE 1999

20 So getting there, we now need better flow fields and biological parameters to proceed. Game over


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