The exported ArcInfo "wca3gt - NPS IRMA Portal - National Park Service

0 downloads 0 Views 1MB Size Report
others and some vegetation types, in both woody and herbaceous groups, ... Figure 1: Location map of the sites that have vegetation data incorporated in the ..... ground truthing, but may not be useful for developing data-driven vegetation ...... most important environmental factor in shaping the structure of freshwater plant.
Developing a data-driven classification of South Florida plant communities H e r b _ S ite s

N C H L

P A _ IV I_ N O

D ista n ce 0

IV I

3 5 1 5 x 4 4 8

0 .5

1 .7 E +0 3

R e m a in in g

7 5

G 3 2

F u n ct io n )

1 .1 E +0 3

In fo r m a tio n 0 0 0 4 4 0 0 3 5 0 0 0 3 8 5 0 0 3 5 3 0 0 3 8 8 0 0 3 7 5 0 0 3 5 8 0 0 3 6 8 0 0 3 6 3 0 0 3 6 4 0 0 3 9 3 0 0 3 9 7 0 0 3 9 4 0 0 3 9 6 0 0 2 4 4 0 0 4 0 0 0 0 3 9 8 0 3 3 7 9 0 3 3 8 1 0 3 3 8 2 0 3 3 9 6 0 2 0 4 1 0 2 0 4 2 0 0 3 9 5 0 4 0 9 3 0 0 5 5 5 0 2 0 4 5 0 2 0 4 6 0 3 1 4 8 0 3 1 4 6 0 3 1 5 9 0 0 0 5 9 0 0 3 4 0 0 0 3 4 3 0 0 3 4 1 0 0 0 6 3 0 0 3 9 9 0 0 3 2 5 0 0 3 2 6 0 0 3 3 6 0 0 0 7 5 0 3 3 4 2 0 3 9 7 4 0 0 3 7 3 0 0 3 7 7 0 0 0 8 3 0 0 0 9 0 0 0 3 7 6 0 0 3 3 3 0 0 3 3 5 0 0 3 7 9 0 0 0 7 0 0 0 1 1 3 0 0 1 1 4 0 0 1 1 6 0 0 1 1 7 0 0 1 1 8 0 0 1 4 8 0 0 1 4 6 0 0 1 4 7 0 0 1 5 4 0 0 1 5 3 0 0 1 4 9 0 0 1 5 0 0 0 1 5 1 0 0 0 9 7 0 0 3 6 5 0 0 1 6 4 0 0 1 7 0 0 0 3 7 0 0 0 3 7 4 0 0 3 7 8 0 0 3 7 1 0 0 3 9 1 0 2 8 5 4 0 2 9 0 9 0 2 9 5 9 0 2 9 1 5 0 3 2 6 1 0 3 2 6 2 0 0 1 6 5 0 0 1 6 6 0 0 1 6 7 0 0 1 6 8 0 0 1 6 9 0 0 1 7 2 0 2 6 2 9 0 2 6 5 1 0 3 1 7 5 0 2 7 6 4 0 3 9 6 7 0 2 8 0 6 0 2 8 2 1 0 2 7 5 3 0 3 1 7 0 0 3 1 7 2 0 3 1 6 8 0 3 1 6 9 0 2 7 2 2 0 2 8 2 2 0 3 1 6 6 0 3 1 7 9 0 2 7 0 1 0 2 7 6 3 0 2 8 9 5 0 2 7 0 2 0 3 1 6 4 0 3 1 6 5 0 3 1 9 6 0 3 1 9 0 0 3 2 7 1 0 2 7 6 5 0 3 9 6 1 0 3 9 7 0 0 3 9 7 8 0 3 9 7 6 0 0 1 2 8 0 0 1 2 9 0 0 1 3 0 0 0 1 3 1 0 0 1 3 2 0 0 3 0 8 0 0 3 0 9 0 0 3 1 0 0 0 3 1 4 0 0 3 1 6 0 0 3 1 1 0 0 3 1 2 0 0 3 1 3 0 0 1 8 2 0 0 1 8 5 0 0 1 8 6 0 0 2 3 6 0 0 2 3 8 0 0 2 4 1 0 0 2 3 7 0 0 2 3 9 0 0 2 4 0 0 0 2 0 0 0 0 2 6 1 0 0 2 6 0 0 0 2 6 2 0 0 2 5 9 0 0 2 5 4 0 0 2 5 5 0 0 2 5 6 0 0 2 0 1 0 0 2 0 2 0 0 2 2 2 0 0 2 2 3 0 0 2 2 1 0 0 2 5 8 0 0 2 5 7 0 0 2 2 4 0 0 2 2 6 0 0 2 2 5 0 0 2 7 8 0 0 2 7 9 0 0 2 1 8 0 0 2 7 2 0 0 2 7 4 0 0 2 7 3 0 0 0 6 2 0 0 8 9 5 0 0 9 0 5 0 1 1 6 0 0 1 1 6 9 0 4 9 5 3 0 4 0 4 7 0 0 0 7 6 0 0 3 8 7 0 4 7 7 4 0 4 8 0 4 0 0 3 6 7 0 0 8 7 0 0 0 3 5 2 0 1 2 3 0 0 0 5 7 2 0 0 9 0 1 0 0 8 9 1 0 0 3 5 9 0 0 5 6 9 0 0 5 7 6 0 0 5 8 0 0 0 6 7 6 0 1 0 1 3 0 0 6 7 1 0 0 7 2 7 0 0 7 3 7 0 0 7 2 9 0 0 7 9 4 0 0 6 7 2 0 0 6 7 3 0 0 6 9 8 0 0 6 7 4 0 0 6 7 5 0 0 6 2 5 0 0 8 9 6 0 0 6 9 9 0 0 8 2 9 0 1 9 4 6 0 3 3 8 0 0 4 9 4 9 0 0 7 9 3 0 0 8 6 0 0 0 7 9 5 0 1 6 2 4 0 1 6 2 5 0 1 9 6 0 0 4 9 5 0 0 4 9 4 6 0 4 9 4 7 0 4 9 5 2 0 4 9 4 5 0 5 2 3 1 0 0 0 7 2 0 1 0 3 3 0 3 1 4 5 0 0 0 9 9 0 1 0 3 0 0 3 1 4 2 0 3 1 4 1 0 3 1 5 6 0 0 5 5 2 0 0 5 6 5 0 3 1 4 7 0 0 6 6 7 0 0 8 9 7 0 0 8 9 8 0 0 6 8 6 0 0 8 9 9 0 0 9 0 8 0 0 9 0 9 0 0 9 0 0 0 0 9 3 7 0 0 2 0 3 0 0 2 0 4 0 0 2 8 0 0 0 2 0 5 0 0 2 2 0 0 0 2 0 7 0 0 2 1 9 0 0 2 0 8 0 0 2 0 6 0 3 0 0 7 0 0 5 5 6 0 0 5 6 6 0 0 5 7 1 0 0 5 7 9 0 1 4 4 9 0 1 5 4 8 0 2 1 8 6 0 3 8 9 5 0 3 8 9 6 0 1 7 1 8 0 1 8 5 0 0 1 8 5 1 0 1 0 1 8 0 1 0 2 0 0 3 8 9 1 0 1 3 7 8 0 1 0 1 9 0 1 0 2 1 0 1 0 2 2 0 1 0 2 3 0 1 0 2 7 0 1 3 7 3 0 1 6 8 3 0 1 6 6 2 0 1 6 7 4 0 1 6 8 1 0 1 8 9 7 0 1 4 7 2 0 1 6 0 0 0 4 1 7 6 0 1 4 4 0 0 4 3 6 1 0 1 6 9 9 0 1 7 0 2 0 1 6 6 8 0 1 6 6 9 0 0 4 0 1 0 1 6 9 6 0 1 6 9 7 0 1 6 9 5 0 1 8 5 2 0 1 8 5 3 0 1 8 1 5 0 1 8 2 1 0 1 8 6 1 0 1 8 6 2 0 1 8 6 0 0 1 8 6 7 0 2 0 7 7 0 2 0 9 7 0 2 0 9 8 0 0 8 9 3 0 3 2 3 9 0 3 1 1 0 0 3 4 4 3 0 2 0 8 1 0 2 0 8 2 0 0 9 0 2 0 1 3 7 7 0 1 3 7 6 0 1 5 7 6 0 1 9 2 9 0 1 9 3 0 0 1 3 6 6 0 2 9 9 6 0 4 9 5 7 0 4 9 5 8 0 4 9 5 9 0 3 0 0 6 0 3 1 3 0 0 3 1 1 5 0 4 9 4 4 0 4 9 5 6 0 4 9 6 8 0 4 9 6 9 0 4 9 6 6 0 4 9 7 2 0 0 4 9 5 0 0 5 3 0 0 0 4 9 9 0 0 5 3 8 0 0 4 9 8 0 0 5 0 2 0 0 5 0 0 0 0 5 0 4 0 0 5 0 5 0 0 5 0 8 0 0 4 9 7 0 0 5 0 6 0 0 9 1 4 0 0 5 0 1 0 0 5 0 7 0 0 5 1 8 0 0 5 2 8 0 0 5 2 9 0 0 5 3 7 0 0 5 3 9 0 0 5 4 4 0 0 5 4 7 0 0 9 3 4 0 1 4 8 7 0 0 5 3 1 0 0 5 3 6 0 0 5 3 4 0 0 5 4 2 0 0 5 3 3 0 0 5 4 0 0 0 5 3 2 0 0 5 4 6 0 0 5 4 1 0 0 5 4 9 0 0 5 2 4 0 0 9 3 0 0 0 9 5 0 0 0 9 1 6 0 0 9 3 6 0 0 9 3 3 0 0 9 3 5 0 0 8 9 4 0 0 9 1 2 0 0 9 1 1 0 0 9 0 3 0 0 9 0 4 0 3 9 5 1 0 0 9 3 2 0 0 9 4 5 0 0 9 4 1 0 0 9 4 4 0 0 8 0 9 0 0 8 1 5 0 1 6 9 4 0 0 8 6 4 0 1 8 9 1 0 1 9 3 7 0 1 9 3 8 0 0 9 1 5 0 1 5 0 3 0 1 5 0 4 0 1 4 3 9 0 1 9 3 4 0 0 6 6 2 0 0 8 2 1 0 0 8 3 0 0 0 7 4 6 0 0 8 6 1 0 0 7 9 6 0 0 7 9 9 0 0 8 7 7 0 0 8 7 9 0 0 9 2 3 0 0 9 2 4 0 0 9 4 0 0 0 9 4 3 0 0 6 6 6 0 0 9 4 9 0 0 9 4 6 0 0 6 8 8 0 0 9 1 8 0 0 9 1 9 0 0 9 2 6 0 0 9 2 9 0 0 9 2 7 0 0 9 4 7 0 0 9 4 8 0 0 8 1 8 0 0 9 3 8 0 0 8 2 5 0 0 8 8 8 0 1 1 8 3 0 0 9 3 1 0 1 2 5 1 0 1 5 0 9 0 1 6 4 0 0 1 7 7 8 0 4 8 3 3 0 1 7 3 7 0 1 6 2 1 0 4 0 6 2 0 1 7 2 1 0 1 6 4 7 0 3 8 1 6 0 1 4 3 8 0 1 5 8 9 0 1 4 7 1 0 1 5 3 8 0 2 7 8 8 0 1 5 5 8 0 2 6 3 2 0 4 0 3 9 0 1 7 2 5 0 1 7 2 9 0 1 7 2 7 0 1 7 3 1 0 1 4 9 8 0 1 5 5 9 0 1 6 8 0 0 1 5 6 5 0 1 9 0 6 0 1 6 1 3 0 5 1 6 2 0 5 1 7 5 0 5 1 7 8 0 5 1 6 6 0 5 1 6 7 0 5 1 6 9 0 5 2 2 4 0 5 1 7 9 0 5 1 8 0 0 5 1 8 9 0 5 1 9 8 0 5 1 9 2 0 5 1 9 3 0 5 1 6 8 0 5 1 7 2 0 5 2 0 5 0 5 1 8 1 0 5 1 8 2 0 5 1 8 3 0 5 1 8 4 0 5 1 9 7 0 5 1 6 4 0 5 1 6 5 0 5 2 1 7 0 5 1 9 1 0 5 2 2 3 0 5 1 9 6 0 5 2 1 8 0 5 2 2 8 0 5 2 2 7 0 5 2 2 6 0 5 1 6 3 0 5 2 3 0 0 5 2 0 2 0 5 2 0 9 0 5 2 0 4 0 5 2 0 6 0 5 2 0 7 0 5 2 0 3 0 5 2 2 2 0 5 2 2 0 0 5 2 2 1 0 5 2 1 9 0 5 1 7 6 0 5 2 0 8 0 5 2 1 6 0 5 2 1 0 0 5 2 1 1 0 0 4 5 1 0 0 4 5 2 0 0 4 6 3 0 0 4 5 3 0 0 4 5 4 0 0 4 5 6 0 0 4 5 7 0 0 4 5 9 0 0 5 4 8 0 0 6 8 7 0 0 6 6 1 0 0 7 4 7 0 0 6 8 3 0 0 6 9 1 0 0 5 6 4 0 0 6 6 3 0 0 6 6 4 0 0 4 6 4 0 0 7 5 1 0 0 7 5 9 0 0 7 6 0 0 0 6 6 5 0 0 6 6 8 0 0 6 7 0 0 0 6 8 2 0 0 6 9 2 0 0 6 8 0 0 0 6 9 0 0 0 6 7 8 0 0 6 9 6 0 0 6 9 7 0 0 6 7 9 0 0 6 9 5 0 0 6 8 5 0 0 6 1 1 0 0 8 8 2 0 0 8 7 2 0 0 8 7 5 0 0 8 6 6 0 0 8 7 6 0 0 7 5 6 0 0 8 1 3 0 0 8 7 8 0 0 8 0 2 0 0 8 1 6 0 0 8 6 3 0 0 8 6 5 0 0 6 2 1 0 0 6 3 2 0 0 6 2 9 0 0 6 3 3 0 0 8 5 8 0 0 8 8 5 0 0 8 8 9 0 0 8 6 7 0 0 8 8 4 0 0 6 1 2 0 0 6 3 7 0 0 6 2 7 0 0 6 3 8 0 0 6 1 4 0 0 8 5 5 0 0 6 2 0 0 0 6 1 7 0 0 6 1 9 0 0 6 5 5 0 0 6 7 7 0 0 6 6 9 0 0 8 0 8 0 0 8 2 8 0 0 8 2 6 0 0 7 0 3 0 0 7 0 6 0 0 7 7 3 0 0 7 7 5 0 0 7 7 7 0 0 8 4 8 0 0 8 5 0 0 0 7 0 4 0 0 7 2 5 0 0 7 0 8 0 0 7 6 2 0 0 7 2 4 0 0 6 8 4 0 0 7 4 9 0 0 7 5 0 0 0 8 2 0 0 0 7 9 2 0 0 8 2 3 0 0 8 2 7 0 0 6 9 3 0 0 7 2 3 0 0 7 2 1 0 0 7 6 1 0 0 8 6 2 0 0 8 5 1 0 0 8 9 0 0 0 7 2 2 0 0 7 7 0 0 0 7 5 4 0 0 7 5 7 0 0 8 1 0 0 0 7 3 2 0 0 7 9 1 0 0 8 1 1 0 0 7 4 0 0 0 8 0 4 0 0 8 1 9 0 0 7 6 5 0 0 7 4 3 0 0 7 4 8 0 0 7 5 3 0 0 7 6 4 0 0 7 0 9 0 0 7 3 8 0 0 8 2 4 0 0 7 3 3 0 0 7 6 9 0 0 8 0 7 0 0 7 3 4 0 0 7 9 8 0 0 7 3 9 0 0 8 0 0 0 0 5 8 1 0 0 5 8 7 0 0 5 8 3 0 0 5 8 4 0 0 5 8 6 0 0 5 8 8 0 0 5 8 9 0 0 5 9 0 0 0 8 4 1 0 0 8 4 2 0 0 8 4 6 0 0 8 4 3 0 0 8 4 4 0 0 8 4 5 0 0 8 4 7 0 0 8 4 9 0 0 5 9 1 0 0 5 9 3 0 0 5 9 2 0 0 5 9 4 0 0 5 9 5 0 0 5 9 6 0 0 6 0 0 0 0 5 9 7 0 0 5 9 9 0 0 7 7 2 0 0 8 3 1 0 0 8 3 3 0 0 8 3 4 0 0 8 3 2 0 0 8 3 7 0 0 8 3 8 0 0 8 3 9 0 0 8 3 5 0 0 8 3 6 0 0 8 4 0 0 0 6 4 1 0 0 6 4 2 0 0 6 4 3 0 0 6 5 6 0 0 6 5 7 0 0 6 5 0 0 0 6 5 1 0 0 6 5 9 0 0 6 5 2 0 0 6 4 4 0 0 6 5 8 0 0 6 4 6 0 0 6 5 3 0 0 6 6 0 0 0 6 4 5 0 0 6 4 9 0 0 6 5 4 0 0 6 4 7 0 0 9 2 8 0 0 6 4 8 0 0 7 0 1 0 0 7 0 2 0 0 7 0 5 0 0 7 7 4 0 0 7 7 6 0 0 7 7 8 0 0 7 7 9 0 0 7 1 0 0 0 9 2 0 0 0 9 2 1 0 0 9 2 5 0 0 9 2 2 0 0 7 1 1 0 0 7 1 2 0 0 7 1 3 0 0 7 1 6 0 0 7 1 4 0 0 7 8 9 0 0 7 8 6 0 0 7 1 7 0 0 7 1 8 0 0 7 2 0 0 0 7 1 9 0 0 7 8 5 0 0 7 9 0 0 0 7 1 5 0 0 7 8 7 0 0 9 1 7 0 0 7 7 1 0 0 7 8 0 0 0 7 8 1 0 0 7 8 2 0 0 7 8 3 0 0 7 8 4 0 0 7 8 8 0 0 0 7 3 0 1 7 6 0 0 1 8 0 9 0 1 7 4 0 0 2 0 5 5 0 1 6 2 9 0 1 6 3 2 0 1 9 7 3 0 1 9 7 4 0 4 4 9 8 0 3 1 5 4 0 3 1 5 7 0 1 3 9 5 0 1 4 0 0 0 1 4 3 3 0 1 8 5 8 0 1 8 7 2 0 3 1 5 8 0 4 6 0 4 0 1 2 3 1 0 1 8 0 2 0 3 8 6 6 0 2 0 5 6 0 2 0 5 9 0 4 4 9 4 0 2 0 6 0 0 1 2 3 4 0 1 2 3 7 0 1 6 4 4 0 4 0 7 5 0 4 1 0 1 0 1 2 6 9 0 1 8 7 1 0 4 7 9 3 0 1 2 9 2 0 1 5 6 1 0 2 4 5 8 0 3 8 7 0 0 3 8 6 8 0 4 0 3 8 0 4 0 5 0 0 2 9 0 6 0 3 1 5 3 0 4 0 7 8 0 2 4 3 8 0 2 4 4 4 0 2 4 6 0 0 2 4 5 4 0 2 4 5 9 0 2 4 4 7 0 2 4 6 5 0 2 4 8 3 0 2 4 8 4 0 2 4 5 5 0 2 4 3 9 0 2 4 4 0 0 2 4 7 9 0 2 4 5 0 0 2 4 5 1 0 2 4 6 2 0 2 4 5 6 0 2 4 6 1 0 1 3 7 9 0 4 0 3 6 0 4 6 2 1 0 4 7 1 0 0 4 0 0 9 0 4 4 8 3 0 2 4 8 9 0 1 5 2 3 0 1 9 5 8 0 1 8 0 6 0 1 8 0 7 0 2 4 9 0 0 2 4 5 7 0 2 4 7 4 0 2 4 7 6 0 2 4 7 2 0 2 4 7 8 0 2 2 2 4 0 4 8 5 0 0 4 8 5 1 0 2 4 8 5 0 2 4 3 7 0 2 4 6 6 0 2 4 6 9 0 2 4 4 2 0 2 4 4 3 0 2 4 4 6 0 2 4 6 7 0 2 4 8 2 0 1 4 5 8 0 4 0 2 1 0 4 0 0 8 0 2 0 6 1 0 2 0 6 2 0 2 0 3 1 0 2 0 4 8 0 2 0 3 4 0 4 0 5 4 0 4 0 2 0 0 2 0 4 7 0 2 0 6 6 0 4 0 1 6 0 2 1 0 6 0 3 8 2 3 0 3 8 3 1 0 4 1 3 3 0 4 1 3 5 0 4 1 5 7 0 1 7 7 0 0 2 4 4 5 0 4 7 0 1 0 4 3 4 9 0 4 6 6 0 0 1 7 8 4 0 3 9 4 8 0 4 0 3 4 0 2 4 4 8 0 2 4 9 1 0 2 4 4 9 0 2 4 9 2 0 1 1 7 0 0 1 5 3 5 0 4 1 3 1 0 4 2 0 6 0 1 3 5 7 0 2 6 1 2 0 2 7 9 0 0 1 5 7 7 0 1 6 0 6 0 1 8 1 7 0 1 8 6 4 0 1 4 8 2 0 3 9 4 4 0 1 9 9 2 0 1 7 6 8 0 3 1 5 0 0 1 7 7 6 0 1 5 9 1 0 4 1 2 7 0 1 7 5 1 0 1 7 8 2 0 1 8 7 0 0 4 1 2 5 0 4 1 6 5 0 1 4 7 3 0 1 4 9 6 0 1 5 1 5 0 1 5 1 0 0 1 5 1 1 0 1 5 2 0 0 1 6 3 1 0 1 6 7 2 0 1 6 9 1 0 1 4 6 2 0 1 5 1 7 0 1 4 9 0 0 1 4 9 3 0 1 6 0 4 0 1 4 9 1 0 2 0 7 0 0 4 1 1 3 0 4 1 1 5 0 4 1 1 7 0 4 1 9 9 0 4 1 4 9 0 1 7 7 2 0 2 0 2 6 0 2 0 6 7 0 2 0 6 8 0 3 8 3 4 0 4 0 4 2 0 3 1 6 2 0 4 1 0 5 0 4 1 0 7 0 4 1 0 9 0 1 7 5 2 0 2 0 3 0 0 3 8 3 2 0 3 9 3 3 0 4 1 5 1 0 4 1 6 1 0 1 9 6 7 0 1 9 6 8 0 4 2 0 0 0 4 2 0 8 0 4 7 2 5 0 4 5 2 3 0 4 7 2 6 0 4 5 7 1 0 4 6 0 5 0 1 3 5 1 0 1 7 7 4 0 1 3 6 9 0 1 9 9 6 0 2 0 2 8 0 1 4 1 1 0 1 8 4 0 0 2 0 8 5 0 2 0 2 1 0 2 0 8 6 0 1 3 5 5 0 1 6 7 5 0 1 3 8 3 0 1 8 7 9 0 1 8 8 0 0 1 4 2 2 0 1 4 5 5 0 1 5 8 7 0 1 9 5 2 0 1 4 2 7 0 1 4 4 7 0 1 9 5 0 0 1 5 4 2 0 1 7 5 3 0 1 3 6 1 0 1 5 4 5 0 1 5 6 7 0 1 5 7 3 0 1 6 7 7 0 1 5 9 6 0 1 6 7 9 0 1 6 0 9 0 1 6 7 3 0 1 5 0 6 0 1 5 6 3 0 1 7 0 3 0 1 5 6 2 0 1 5 4 0 0 1 5 7 9 0 1 6 8 9 0 1 8 1 2 0 1 8 3 6 0 1 8 2 8 0 1 8 4 2 0 1 8 0 0 0 1 7 6 2 0 2 0 0 6 0 1 7 6 4 0 2 0 1 4 0 1 9 8 6 0 1 9 8 0 0 2 0 3 8 0 4 0 2 6 0 4 1 0 3 0 1 7 8 6 0 1 8 9 0 0 1 8 9 8 0 1 7 9 3 0 1 8 0 4 0 1 8 7 5 0 1 8 8 8 0 1 9 8 3 0 1 9 8 4 0 4 1 7 9 0 1 7 1 0 0 1 9 9 9 0 2 0 0 0 0 1 7 2 4 0 1 9 2 6 0 1 9 1 6 0 1 7 3 5 0 1 8 8 3 0 1 8 8 4 0 1 7 5 9 0 2 0 0 4 0 3 9 2 1 0 4 1 7 1 0 4 1 1 9 0 4 1 8 1 0 4 1 8 3 0 4 3 7 0 0 4 4 1 3 0 3 8 5 7 0 4 2 5 2 0 3 9 2 0 0 4 2 3 8 0 4 8 0 1 0 1 7 6 7 0 4 1 7 7 0 1 7 6 9 0 1 7 9 6 0 2 0 1 6 0 4 1 7 5 0 1 7 8 9 0 4 1 7 3 0 1 7 9 1 0 2 0 1 0 0 4 1 2 1 0 4 3 7 7 0 4 4 2 6 0 4 7 9 9 0 4 3 7 8 0 4 3 7 9 0 4 1 6 7 0 4 1 6 9 0 1 7 7 9 0 1 9 7 6 0 1 9 7 7 0 1 9 7 8 0 1 8 9 9 0 1 9 4 4 0 2 0 1 2 0 1 9 7 0 0 2 0 0 7 0 1 9 0 0 0 1 9 7 5 0 1 7 9 5 0 1 9 8 1 0 1 9 8 2 0 1 9 9 4 0 2 0 2 4 0 1 9 9 8 0 2 0 0 8 0 1 3 5 2 0 1 4 0 8 0 1 4 2 9 0 1 5 8 6 0 1 4 4 8 0 1 4 5 3 0 1 5 5 1 0 1 4 4 1 0 1 8 3 9 0 2 0 1 8 0 2 0 1 7 0 2 1 0 2 0 2 1 0 8 0 1 4 7 5 0 1 4 7 7 0 1 5 7 8 0 1 5 5 3 0 1 5 9 7 0 2 0 2 0 0 1 5 8 0 0 1 9 6 5 0 2 1 0 1 0 1 6 1 0 0 1 9 6 6 0 2 0 1 9 0 1 5 1 3 0 1 9 4 0 0 1 5 9 3 0 2 1 0 5 0 1 6 1 2 0 1 6 5 5 0 1 9 3 9 0 2 1 0 7 0 2 0 8 9 0 2 0 9 0 0 2 0 9 3 0 2 0 9 4 0 2 0 9 9 0 2 1 0 0 0 1 3 6 0 0 3 9 3 7 0 2 0 7 5 0 4 0 5 6 0 1 4 2 4 0 4 2 7 9 0 4 0 0 1 0 4 7 2 1 0 4 5 7 4 0 4 6 3 9 0 4 3 5 3 0 4 7 2 3 0 4 6 1 4 0 1 3 8 4 0 4 1 3 4 0 4 3 4 6 0 4 4 3 8 0 4 1 3 0 0 4 6 7 5 0 4 7 4 9 0 4 2 4 0 0 4 6 9 7 0 4 7 1 5 0 1 4 5 2 0 2 5 5 0 0 3 8 2 4 0 4 1 9 0 0 4 0 0 2 0 4 0 0 4 0 2 0 5 1 0 2 0 5 3 0 2 0 5 4 0 1 4 0 4 0 1 4 5 9 0 1 4 1 3 0 1 5 8 3 0 1 6 6 6 0 1 4 6 3 0 1 5 5 6 0 1 5 9 2 0 2 0 8 8 0 2 7 4 2 0 1 4 6 9 0 1 5 1 2 0 4 5 7 6 0 1 5 7 4 0 2 9 8 4 0 4 9 5 5 0 1 4 3 0 0 1 5 3 9 0 1 5 4 6 0 1 9 0 7 0 1 9 0 8 0 1 4 5 1 0 1 5 9 9 0 1 5 6 8 0 4 0 2 8 0 4 0 4 0 0 1 6 5 9 0 1 4 6 6 0 1 6 8 7 0 1 4 8 8 0 1 6 7 8 0 1 6 8 2 0 1 4 9 9 0 1 6 6 3 0 1 6 2 3 0 1 5 1 6 0 1 6 3 6 0 1 5 2 7 0 1 5 3 4 0 1 6 5 6 0 1 5 4 4 0 1 6 0 8 0 1 6 5 4 0 1 6 6 5 0 1 4 7 0 0 1 6 3 9 0 1 4 7 6 0 1 5 3 2 0 1 5 3 0 0 1 4 7 8 0 1 4 8 6 0 1 4 8 5 0 1 6 8 5 0 1 5 5 4 0 1 5 0 1 0 1 5 2 1 0 1 6 1 9 0 1 6 5 1 0 1 5 4 1 0 1 6 1 5 0 1 5 7 0 0 1 6 1 1 0 1 5 7 1 0 1 5 8 2 0 1 6 4 9 0 1 6 4 2 0 1 6 4 6 0 1 6 5 7 0 1 6 7 0 0 1 6 9 2 0 1 6 8 4 0 1 7 0 6 0 1 7 0 7 0 1 7 0 9 0 1 7 1 3 0 1 8 8 6 0 1 8 7 6 0 1 8 8 2 0 1 8 7 8 0 1 7 0 1 0 1 7 0 4 0 1 8 2 6 0 1 8 3 1 0 1 7 4 2 0 1 7 6 6 0 1 8 1 0 0 1 8 1 6 0 1 8 2 3 0 1 8 3 5 0 1 8 2 2 0 1 8 2 4 0 1 6 9 8 0 1 7 9 9 0 1 8 1 4 0 1 8 2 5 0 1 8 1 1 0 1 8 7 4 0 1 8 7 7 0 1 8 2 7 0 1 8 4 1 0 1 8 3 2 0 2 1 0 4 0 1 0 0 8 0 2 8 0 5 0 2 9 7 7 0 2 6 7 5 0 2 7 0 9 0 2 7 2 7 0 2 7 6 9 0 1 3 9 0 0 2 0 4 0 0 1 4 3 4 0 2 5 6 2 0 2 6 8 4 0 2 8 1 6 0 2 8 9 2 0 1 3 6 5 0 2 5 6 4 0 2 5 7 3 0 1 4 4 4 0 2 5 9 3 0 2 6 7 2 0 2 6 8 2 0 2 5 9 4 0 2 6 9 4 0 2 6 3 7 0 2 6 2 1 0 2 8 0 2 0 2 8 0 9 0 1 3 5 4 0 2 5 8 2 0 2 5 8 1 0 3 0 7 9 0 2 8 9 0 0 3 4 1 9 0 2 5 8 3 0 2 6 5 9 0 2 6 7 1 0 2 6 1 6 0 2 7 0 8 0 2 6 0 9 0 2 6 7 6 0 1 3 8 0 0 2 6 2 7 0 2 8 6 7 0 2 5 8 4 0 2 6 7 4 0 2 6 9 3 0 2 7 7 8 0 2 6 1 9 0 2 6 8 7 0 2 6 2 2 0 2 7 3 9 0 2 7 4 3 0 2 7 5 6 0 2 7 8 7 0 2 8 0 8 0 2 9 7 1 0 2 5 9 2 0 2 7 4 1 0 2 7 8 9 0 2 7 1 5 0 2 6 7 0 0 2 6 8 3 0 2 7 6 6 0 2 7 7 4 0 2 6 8 6 0 2 7 1 1 0 2 7 1 4 0 2 7 0 7 0 2 7 7 3 0 2 7 0 0 0 3 1 8 3 0 2 7 1 0 0 2 7 1 2 0 1 4 3 2 0 3 9 5 0 0 3 9 9 8 0 2 8 6 2 0 4 0 8 5 0 1 8 6 8 0 2 8 3 2 0 2 1 0 3 0 2 1 1 2 0 1 8 2 9 0 1 8 3 0 0 2 0 7 3 0 2 0 7 4 0 1 8 5 4 0 1 8 5 5 0 1 8 5 9 0 2 5 5 3 0 3 1 8 9 0 2 6 3 4 0 3 1 8 2 0 3 1 8 1 0 2 5 5 9 0 2 6 2 3 0 2 6 9 5 0 2 7 9 4 0 2 5 7 5 0 3 9 5 4 0 2 7 8 6 0 2 7 9 9 0 2 5 8 8 0 2 7 0 4 0 2 0 3 9 0 2 7 8 4 0 2 8 7 8 0 2 5 9 6 0 2 6 6 1 0 3 9 6 2 0 4 0 6 4 0 2 7 5 2 0 3 1 8 6 0 3 9 6 6 0 2 7 5 8 0 3 1 8 4 0 2 7 6 0 0 3 9 7 1 0 3 9 7 2 0 3 9 7 3 0 2 1 1 1 0 3 1 8 7 0 2 5 5 5 0 2 6 1 8 0 2 5 8 5 0 2 6 7 3 0 2 6 2 0 0 2 7 1 3 0 2 6 4 2 0 2 5 7 2 0 2 6 4 8 0 2 7 2 4 0 3 1 8 0 0 2 6 3 6 0 2 7 9 2 0 2 8 0 7 0 2 5 5 1 0 2 7 2 0 0 2 7 2 6 0 2 7 3 7 0 2 7 6 8 0 2 6 2 4 0 2 6 9 9 0 2 7 8 5 0 2 6 8 9 0 3 2 0 8 0 2 6 9 6 0 2 7 2 9 0 2 7 3 5 0 2 7 5 9 0 3 1 8 8 0 3 2 1 1 0 3 1 9 8 0 3 2 0 1 0 3 2 0 2 0 3 2 0 0 0 2 6 8 8 0 3 1 6 1 0 3 1 7 8 0 3 1 9 9 0 2 7 5 5 0 2 9 1 3 0 3 9 7 9 0 3 9 8 0 0 3 9 8 1 0 2 6 9 0 0 2 7 2 1 0 2 7 5 7 0 2 7 3 6 0 3 9 6 4 0 3 9 6 8 0 1 2 4 0 0 3 8 1 9 0 2 6 1 5 0 3 9 5 8 0 2 6 8 0 0 1 8 2 0 0 2 7 3 0 0 3 9 6 0 0 2 7 4 6 0 3 1 6 0 0 2 7 7 1 0 2 9 7 6 0 2 9 6 9 0 3 1 5 1 0 1 3 9 2 0 1 3 9 3 0 2 6 0 3 0 2 6 0 5 0 2 6 6 6 0 3 9 5 7 0 2 5 9 1 0 2 6 0 7 0 2 7 0 6 0 2 6 8 5 0 2 7 7 5 0 2 7 8 0 0 2 6 9 1 0 1 3 6 2 0 3 2 9 2 0 1 3 8 1 0 2 5 5 7 0 1 4 1 9 0 1 4 1 6 0 2 5 9 0 0 2 6 1 1 0 2 7 4 5 0 2 7 7 7 0 2 7 8 1 0 1 6 5 8 0 1 6 6 7 0 1 6 6 0 0 2 6 0 8 0 3 9 7 7 0 1 3 5 8 0 1 3 8 7 0 1 4 3 6 0 2 6 6 7 0 2 6 6 9 0 2 7 8 2 0 2 0 6 4 0 3 8 6 9 0 2 6 9 2 0 2 9 2 5 0 1 3 9 9 0 1 5 5 0 0 4 0 3 7 0 2 7 6 7 0 2 7 7 0 0 4 9 5 4 0 1 4 6 5 0 4 9 5 1 0 1 3 6 8 0 2 6 0 4 0 2 5 9 9 0 2 8 0 1 0 2 7 7 2 0 2 6 0 1 0 2 6 0 6 0 2 6 1 0 0 2 6 0 0 0 2 7 7 9 0 2 7 8 3 0 2 8 1 0 0 4 9 6 7 0 4 9 7 0 0 2 6 0 2 0 2 7 7 6 0 4 1 1 1 0 4 1 2 9 0 4 1 6 3 0 1 3 5 6 0 2 0 7 6 0 2 0 3 5 0 2 0 3 6 0 1 4 8 0 0 1 5 3 3 0 1 4 8 9 0 2 0 7 8 0 4 1 4 2 0 4 4 4 2 0 4 5 3 9 0 1 5 2 8 0 4 7 0 2 0 1 6 8 6 0 2 1 1 0 0 2 1 0 9 0 1 7 8 5 0 2 0 4 4 0 4 2 1 0 0 1 8 1 3 0 1 4 7 4 0 1 5 0 2 0 4 2 4 1 0 1 9 6 9 0 1 7 9 0 0 4 2 5 0 0 4 8 2 9 0 4 2 9 9 0 4 8 0 7 0 4 7 5 7 0 1 8 0 3 0 4 7 5 8 0 4 7 7 2 0 4 8 1 1 0 2 0 0 1 0 4 8 0 2 0 4 8 2 6 0 4 8 2 4 0 4 7 5 6 0 4 7 5 3 0 4 8 1 9 0 4 7 7 3 0 4 8 1 8 0 4 8 2 2 0 4 8 0 3 0 1 4 9 2 0 4 6 4 2 0 4 1 8 0 0 4 5 4 5 0 1 5 3 7 0 4 4 7 9 0 4 2 3 9 0 4 2 4 5 0 4 3 9 1 0 4 2 9 6 0 4 5 4 6 0 4 5 4 7 0 1 5 3 1 0 4 7 7 1 0 1 7 8 0 0 2 0 2 5 0 2 0 4 3 0 4 7 8 1 0 4 7 8 5 0 4 8 2 0 0 4 7 8 8 0 4 7 9 8 0 1 6 3 7 0 4 3 7 6 0 4 7 6 0 0 4 7 6 5 0 4 7 8 2 0 4 8 2 7 0 4 7 6 4 0 1 7 5 4 0 1 9 8 9 0 1 9 9 0 0 1 7 5 8 0 4 1 3 2 0 1 7 9 7 0 1 7 9 8 0 2 0 3 7 0 4 8 0 5 0 4 4 2 9 0 4 8 4 2 0 4 8 4 3 0 4 8 4 0 0 4 8 4 1 0 4 6 2 3 0 4 8 1 7 0 4 7 8 9 0 4 8 2 1 0 4 7 5 9 0 4 7 7 6 0 4 7 8 4 0 4 8 3 9 0 4 8 3 1 0 4 8 0 6 0 4 8 2 5 0 4 7 8 6 0 4 8 3 5 0 1 4 3 7 0 4 4 9 7 0 4 5 0 0 0 4 4 8 6 0 2 0 2 9 0 4 3 2 7 0 3 8 5 2 0 4 1 3 8 0 3 9 3 2 0 1 5 2 4 0 4 3 1 3 0 2 0 0 5 0 4 1 7 8 0 4 2 7 0 0 4 1 1 4 0 4 2 3 7 0 4 5 9 9 0 4 2 7 4 0 4 6 8 8 0 4 8 2 3 0 4 2 1 2 0 4 7 6 9 0 4 2 3 4 0 4 6 9 0 0 4 3 0 2 0 4 1 8 9 0 4 2 2 0 0 4 2 2 8 0 4 2 3 0 0 4 4 9 2 0 4 6 1 1 0 4 8 0 9 0 4 6 5 0 0 4 7 0 9 0 1 8 0 8 0 2 4 5 2 0 3 8 7 1 0 4 0 4 1 0 4 1 9 4 0 4 6 6 7 0 4 7 0 3 0 2 0 8 0 0 3 9 4 2 0 4 7 1 3 0 3 1 5 2 0 4 6 0 9 0 4 6 6 5 0 4 6 2 0 0 3 4 2 0 0 4 1 8 5 0 4 0 2 3 0 3 8 6 1 0 4 0 1 3 0 3 9 2 8 0 4 6 1 0 0 3 8 2 9 0 4 0 1 7 0 3 8 3 0 0 3 9 2 4 0 4 7 2 4 0 3 9 3 9 0 4 4 9 5 0 3 8 6 3 0 4 1 9 1 0 4 0 1 0 0 4 0 0 5 0 3 8 4 7 0 3 8 4 9 0 4 2 4 9 0 4 3 9 8 0 4 3 5 9 0 4 7 1 4 0 4 1 8 8 0 4 2 2 9 0 4 2 5 4 0 4 2 1 7 0 4 5 0 1 0 4 2 2 1 0 4 2 3 6 0 4 4 9 1 0 4 3 1 0 0 4 6 6 2 0 4 4 2 3 0 2 0 2 2 0 4 5 0 2 0 4 6 4 1 0 3 9 4 0 0 4 6 1 8 0 4 6 7 6 0 4 6 2 6 0 4 6 6 6 0 4 6 8 9 0 4 0 5 5 0 4 7 1 7 0 4 1 4 0 0 4 6 1 7 0 4 7 0 8 0 2 0 3 2 0 2 0 3 3 0 2 0 6 5 0 2 4 7 1 0 4 6 5 6 0 2 0 4 9 0 2 0 7 2 0 2 0 5 0 0 2 0 5 8 0 4 6 4 9 0 2 0 5 7 0 4 3 2 6 0 4 3 9 3 0 4 2 1 3 0 4 6 2 5 0 4 3 0 4 0 4 4 1 1 0 4 2 2 7 0 4 3 7 4 0 4 7 4 3 0 2 0 7 1 0 4 3 9 9 0 4 4 0 5 0 4 4 6 0 0 4 5 5 9 0 4 5 7 7 0 4 7 3 4 0 2 4 6 4 0 4 2 6 0 0 4 2 6 8 0 4 2 9 2 0 4 6 8 7 0 4 7 9 4 0 4 0 5 1 0 4 6 7 4 0 4 4 8 8 0 4 5 3 2 0 4 1 8 6 0 4 1 9 2 0 4 6 4 6 0 4 8 1 2 0 4 6 3 1 0 4 6 4 5 0 4 6 4 8 0 4 7 4 6 0 4 7 6 6 0 4 2 0 4 0 4 2 0 5 0 4 5 5 1 0 4 6 2 2 0 4 3 9 5 0 4 8 0 0 0 4 6 8 6 0 4 2 1 6 0 4 3 0 6 0 4 2 7 1 0 4 7 6 2 0 4 3 8 9 0 4 3 8 0 0 4 4 0 2 0 4 4 1 8 0 4 6 7 9 0 4 6 1 9 0 4 5 9 8 0 4 7 3 0 0 1 7 5 7 0 4 2 1 5 0 4 3 4 2 0 4 6 7 8 0 4 3 1 1 0 4 5 1 9 0 4 3 5 5 0 4 6 9 3 0 3 8 3 5 0 4 7 2 9 0 4 7 2 7 0 4 3 3 6 0 4 6 0 0 0 4 3 6 6 0 4 1 4 7 0 4 4 8 9 0 4 1 9 7 0 4 3 9 4 0 4 5 3 1 0 4 5 5 3 0 4 4 1 2 0 4 1 5 3 0 4 3 1 5 0 4 6 9 8 0 4 7 2 8 0 3 8 2 6 0 4 3 5 8 0 4 1 2 3 0 4 1 5 9 0 4 1 5 5 0 4 4 9 6 0 4 5 0 6 0 4 7 3 1 0 3 8 4 8 0 4 5 3 4 0 4 5 3 8 0 4 6 9 4 0 4 4 6 4 0 4 5 0 7 0 4 5 9 4 0 4 1 4 3 0 4 2 0 9 0 4 5 8 4 0 4 5 3 3 0 4 4 4 9 0 4 4 6 1 0 4 4 2 5 0 4 4 5 7 0 4 2 0 7 0 4 3 0 1 0 4 5 5 6 0 4 1 4 5 0 4 5 5 0 0 4 5 6 9 0 4 5 9 2 0 4 7 1 6 0 4 2 8 1 0 4 5 0 8 0 4 5 2 4 0 4 5 5 5 0 3 9 3 5 0 4 4 2 0 0 4 4 3 0 0 4 6 0 1 0 4 1 3 7 0 4 1 4 1 0 4 4 0 8 0 4 1 3 9 0 4 7 4 2 0 4 3 3 0 0 4 4 7 1 0 4 7 1 8 0 4 6 9 9 0 4 5 6 7 0 4 5 9 3 0 4 2 8 2 0 4 5 8 9 0 4 3 5 4 0 4 2 9 8 0 4 3 7 3 0 4 4 2 2 0 4 4 3 2 0 4 3 0 7 0 4 3 5 7 0 4 4 1 5 0 4 4 5 4 0 4 5 5 7 0 4 4 5 6 0 4 4 8 1 0 4 4 1 7 0 4 4 2 4 0 4 4 9 3 0 4 4 4 4 0 4 4 5 3 0 4 5 5 8 0 4 4 6 8 0 3 8 5 4 0 3 9 3 1 0 4 7 6 8 0 3 9 2 9 0 4 2 5 3 0 4 4 2 8 0 4 2 4 6 0 4 2 4 7 0 4 3 1 2 0 4 5 1 4 0 4 7 9 6 0 4 7 9 7 0 4 6 6 8 0 4 6 7 2 0 4 8 1 3 0 3 9 4 3 0 4 6 0 7 0 4 2 7 6 0 4 3 3 7 0 4 3 6 2 0 4 2 6 4 0 4 2 6 6 0 4 2 6 7 0 4 2 9 1 0 4 4 7 2 0 4 3 7 1 0 4 6 5 8 0 3 9 3 4 0 4 5 1 1 0 4 5 3 0 0 4 3 5 6 0 4 4 4 7 0 4 6 0 6 0 4 2 0 3 0 4 2 7 8 0 4 2 6 5 0 4 5 2 8 0 4 2 6 3 0 4 2 6 9 0 4 2 7 3 0 4 4 4 0 0 4 2 5 6 0 4 5 2 0 0 4 4 8 7 0 4 5 9 0 0 4 5 6 8 0 4 4 7 0 0 4 5 3 6 0 4 3 3 4 0 4 4 6 9 0 4 4 3 6 0 4 5 8 8 0 4 6 9 5 0 4 3 9 2 0 4 4 9 0 0 4 4 1 4 0 4 6 5 7 0 4 5 1 5 0 4 5 7 9 0 4 1 8 4 0 4 2 5 9 0 4 2 8 0 0 4 4 1 0 0 4 2 1 9 0 4 4 4 3 0 4 2 0 2 0 4 2 1 4 0 4 3 2 3 0 4 2 6 1 0 4 6 6 3 0 4 4 4 6 0 4 7 4 0 0 4 2 8 9 0 4 3 2 9 0 4 3 0 0 0 4 3 2 4 0 4 6 4 4 0 4 4 3 4 0 4 5 6 0 0 4 5 1 8 0 4 5 1 2 0 4 5 8 5 0 4 2 1 1 0 4 2 5 7 0 4 8 3 4 0 4 2 8 7 0 4 7 5 1 0 4 4 5 8 0 4 7 5 2 0 4 6 1 5 0 4 3 2 8 0 4 7 4 8 0 4 4 0 0 0 4 3 8 8 0 4 7 3 9 0 4 4 6 3 0 4 7 4 1 0 4 3 2 2 0 4 6 1 3 0 4 6 3 5 0 4 3 3 1 0 4 5 8 6 0 4 3 5 2 0 4 7 3 8 0 4 7 4 7 0 4 7 6 3 0 4 1 8 7 0 4 5 5 2 0 4 5 7 2 0 4 2 1 8 0 4 2 5 5 0 4 6 8 4 0 4 3 2 5 0 4 3 8 5 0 4 6 3 6 0 4 2 5 8 0 4 2 9 5 0 4 4 5 5 0 4 5 9 7 0 4 3 7 2 0 4 4 6 7 0 4 1 9 5 0 4 5 9 6 0 4 6 0 3 0 4 6 2 9 0 4 6 7 7 0 4 2 2 4 0 4 3 8 3 0 4 2 9 4 0 4 2 8 8 0 4 6 2 4 0 4 2 3 3 0 4 4 3 5 0 4 5 9 1 0 4 4 3 9 0 4 6 3 4 0 4 2 9 3 0 4 4 3 3 0 4 3 0 8 0 4 5 4 2 0 4 5 2 5 0 4 5 6 1 0 4 4 0 4 0 4 5 2 6 0 4 4 5 2 0 4 4 0 6 0 4 4 1 6 0 4 3 8 4 0 4 5 3 7 0 4 4 4 8 0 4 5 6 5 0 4 5 2 7 0 4 4 0 1 0 4 4 9 9 0 4 4 1 9 0 4 4 5 1 0 4 5 1 3 0 4 5 7 8 0 4 5 2 1 0 4 7 1 1 0 4 1 9 3 0 4 6 3 0 0 4 5 1 7 0 4 6 2 7 0 4 6 8 3 0 4 6 5 5 0 4 7 4 4 0 4 1 9 8 0 4 6 4 3 0 4 6 3 8 0 4 2 2 6 0 4 6 5 4 0 4 2 2 2 0 4 6 3 7 0 4 6 8 2 0 4 2 3 5 0 4 3 0 5 0 4 1 9 6 0 4 3 0 9 0 4 6 9 2 0 4 7 3 6 0 4 3 4 0 0 4 6 7 0 0 4 6 4 7 0 4 6 9 1 0 4 6 8 5 0 4 3 3 2 0 4 3 3 5 0 4 3 4 1 0 4 7 1 9 0 4 3 6 8 0 4 6 4 0 0 4 6 6 1 0 4 3 4 8 0 4 3 5 0 0 4 4 0 3 0 4 6 1 6 0 4 2 0 1 0 4 2 9 0 0 4 3 4 4 0 4 3 3 8 0 4 3 4 5 0 4 3 5 1 0 4 2 2 5 0 4 5 9 5 0 4 2 3 1 0 4 2 3 2 0 4 3 3 9 0 4 6 3 2 0 4 6 6 9 0 4 6 7 1 0 4 3 3 3 0 4 3 4 3 0 4 4 0 7 0 4 3 6 7 0 4 7 2 0 0 4 7 3 7 0 4 3 6 5 0 4 6 3 3 0 4 6 2 8 0 4 7 4 5 0 4 6 8 0 0 0 1 5 2 0 0 9 9 5 0 0 9 9 9 0 0 9 8 9 0 0 9 9 0 0 1 0 0 0 0 0 9 8 5 0 2 9 8 5 0 1 0 0 1 0 3 4 2 4 0 3 1 0 5 0 3 1 0 6 0 0 9 8 6 0 3 4 5 4 0 3 4 5 5 0 3 4 5 3 0 1 4 1 2 0 1 4 2 0 0 2 8 8 6 0 0 9 8 4 0 2 9 8 9 0 3 3 7 8 0 3 8 8 3 0 2 8 2 3 0 2 9 1 6 0 3 0 7 6 0 3 0 8 1 0 3 4 0 2 0 3 3 8 9 0 3 0 6 1 0 3 4 0 1 0 3 4 1 8 0 3 1 0 1 0 3 1 1 2 0 3 1 2 2 0 3 3 8 4 0 1 4 4 6 0 2 8 9 7 0 2 8 9 8 0 3 2 2 7 0 2 9 2 3 0 3 2 2 5 0 3 2 3 1 0 2 9 5 4 0 3 2 2 6 0 3 2 2 8 0 2 8 8 5 0 2 9 4 8 0 2 9 5 0 0 2 8 8 7 0 2 9 6 2 0 1 4 4 2 0 3 0 0 3 0 3 2 4 7 0 2 8 4 6 0 2 9 5 5 0 2 8 7 3 0 2 9 8 3 0 2 9 6 0 0 4 9 6 2 0 2 8 5 9 0 3 2 5 6 0 3 2 7 5 0 3 2 8 5 0 3 2 6 3 0 3 2 7 7 0 2 9 5 7 0 3 2 3 8 0 3 2 4 0 0 2 8 0 3 0 2 8 8 2 0 2 8 1 9 0 2 8 5 3 0 3 1 1 9 0 2 9 1 9 0 3 1 3 4 0 2 9 2 6 0 2 9 4 9 0 3 0 1 1 0 3 2 3 7 0 3 3 9 9 0 2 8 3 8 0 2 8 8 1 0 3 0 9 7 0 2 8 7 4 0 2 9 6 4 0 2 9 5 6 0 2 9 8 0 0 3 0 1 2 0 3 0 1 4 0 3 3 4 5 0 3 4 3 0 0 3 0 1 0 0 3 2 1 4 0 3 2 1 5 0 1 0 9 2 0 1 1 8 0 0 1 2 0 8 0 1 1 9 5 0 1 2 6 7 0 1 3 1 0 0 1 2 8 5 0 5 0 2 2 0 2 8 4 5 0 2 9 9 4 0 4 0 9 9 0 3 0 0 0 0 3 3 3 4 0 3 3 0 9 0 3 3 0 5 0 3 3 1 1 0 3 0 0 2 0 3 3 1 4 0 3 3 1 6 0 3 3 2 4 0 3 3 2 6 0 3 3 2 5 0 3 0 0 1 0 3 3 3 3 0 3 3 0 8 0 5 0 2 8 0 3 3 1 0 0 3 3 1 9 0 5 0 3 6 0 3 3 2 9 0 3 4 5 0 0 3 0 0 9 0 5 0 3 7 0 5 0 3 1 0 5 0 3 2 0 2 9 8 2 0 5 0 3 0 0 5 0 2 7 0 2 9 9 0 0 3 3 1 3 0 3 3 4 1 0 3 1 2 3 0 3 1 2 8 0 3 4 4 0 0 3 1 3 8 0 5 0 0 7 0 3 1 2 7 0 3 4 3 3 0 3 4 3 6 0 0 4 9 1 0 0 5 1 6 0 0 5 1 7 0 0 5 2 0 0 0 4 9 3 0 0 5 1 0 0 0 4 9 6 0 0 5 0 9 0 0 5 1 4 0 0 5 1 5 0 0 5 1 2 0 0 4 9 4 0 0 9 1 3 0 0 5 0 3 0 0 5 1 3 0 0 5 2 1 0 0 5 7 3 0 0 5 2 7 0 0 5 4 3 0 0 5 1 9 0 0 8 9 2 0 0 5 5 9 0 0 5 7 5 0 0 5 2 3 0 0 5 7 8 0 0 5 2 5 0 0 5 5 0 0 0 5 6 0 0 0 5 7 0 0 0 5 2 6 0 0 5 7 7 0 0 5 5 4 0 0 5 6 2 0 0 9 8 0 0 0 5 5 1 0 0 5 5 3 0 0 5 6 1 0 0 5 5 7 0 0 5 7 4 0 0 9 9 2 0 0 9 9 3 0 3 1 1 3 0 3 1 1 4 0 3 1 3 3 0 1 3 5 3 0 3 9 8 8 0 1 8 4 4 0 0 5 6 3 0 1 3 9 1 0 0 5 6 7 0 1 3 8 2 0 1 4 0 9 0 1 4 3 1 0 0 6 9 4 0 1 3 6 4 0 1 3 9 8 0 1 4 0 1 0 1 3 5 9 0 1 3 8 5 0 0 5 5 8 0 4 0 9 6 0 4 0 9 8 0 1 3 7 2 0 1 4 6 0 0 3 2 3 0 0 3 2 8 7 0 4 0 9 2 0 3 2 7 0 0 2 8 6 0 0 3 9 6 3 0 2 9 8 7 0 3 8 1 5 0 2 9 9 1 0 3 3 2 8 0 2 9 9 2 0 2 9 9 8 0 3 3 4 3 0 5 0 3 9 0 1 4 0 2 0 4 9 4 2 0 1 8 4 3 0 1 4 4 5 0 3 8 8 6 0 3 8 8 4 0 4 9 4 1 0 4 9 7 9 0 3 8 7 3 0 3 8 7 4 0 3 8 7 5 0 0 4 9 2 0 0 5 1 1 0 2 8 5 2 0 2 9 1 0 0 3 0 2 5 0 3 0 2 9 0 0 5 6 8 0 1 2 0 7 0 2 8 5 6 0 2 8 6 4 0 2 8 5 7 0 2 7 3 2 0 3 1 9 4 0 3 2 0 4 0 3 2 1 2 0 2 8 1 5 0 2 8 6 6 0 3 2 0 5 0 3 0 2 1 0 2 7 5 0 0 3 1 9 5 0 3 1 9 3 0 3 2 1 3 0 3 1 9 7 0 3 9 7 5 0 4 0 6 5 0 4 0 6 6 0 0 3 5 7 0 0 3 7 2 0 0 3 9 2 0 0 3 8 0 0 0 3 8 9 0 1 0 7 5 0 0 3 6 9 0 1 0 1 0 0 4 9 6 0 0 2 5 6 9 0 3 1 6 3 0 3 9 6 5 0 3 1 7 7 0 3 1 5 5 0 3 3 9 4 0 3 3 9 5 0 3 3 7 6 0 4 0 9 5 0 4 0 9 7 0 0 3 8 3 0 3 4 2 7 0 3 8 7 6 0 3 8 7 7 0 2 7 6 2 0 2 8 4 1 0 2 9 7 9 0 2 9 8 8 0 3 0 1 3 0 1 4 0 6 0 2 9 4 2 0 3 9 8 9 0 3 9 8 7 0 2 6 2 8 0 2 6 4 4 0 3 2 6 4 0 3 2 6 7 0 3 2 7 3 0 1 2 5 2 0 2 9 6 5 0 4 9 6 1 0 2 9 8 6 0 1 4 2 6 0 3 0 7 5 0 3 1 0 3 0 3 2 6 9 0 3 2 7 2 0 2 8 3 6 0 3 0 5 4 0 3 1 1 7 0 3 1 2 1 0 3 0 6 0 0 3 3 7 2 0 3 4 0 0 0 3 3 7 3 0 3 3 7 4 0 3 3 7 5 0 3 3 8 8 0 3 4 0 5 0 2 8 4 9 0 3 2 3 3 0 3 2 3 2 0 2 8 7 7 0 2 9 0 2 0 2 9 2 1 0 2 8 7 6 0 3 2 5 4 0 3 2 6 8 0 3 2 7 8 0 2 9 3 3 0 3 2 4 3 0 3 2 5 3 0 1 1 3 5 0 3 1 4 9 0 1 4 6 1 0 3 2 5 9 0 2 7 2 5 0 3 1 7 6 0 2 7 9 7 0 3 1 6 7 0 3 1 7 3 0 3 9 6 9 0 2 5 5 6 0 2 5 6 6 0 2 7 9 5 0 2 6 3 0 0 3 3 9 0 0 2 5 6 7 0 2 7 2 3 0 3 1 9 1 0 2 5 9 8 0 2 8 1 8 0 2 8 2 0 0 0 3 5 1 0 1 0 9 4 0 3 2 2 0 0 0 9 9 8 0 3 2 1 9 0 3 2 2 9 0 2 9 0 5 0 3 0 7 8 0 2 9 2 2 0 3 2 4 4 0 0 9 8 1 0 4 9 9 4 0 1 0 8 7 0 1 3 1 1 0 5 0 2 1 0 3 4 4 9 0 4 9 8 5 0 3 4 5 1 0 1 0 0 5 0 3 1 2 0 0 5 0 1 1 0 2 9 9 5 0 3 3 0 6 0 3 0 6 3 0 3 1 0 7 0 3 3 3 7 0 3 0 6 4 0 5 0 1 9 0 4 9 6 4 0 3 8 8 2 0 3 8 9 0 0 3 8 9 4 0 2 8 4 2 0 3 2 1 8 0 3 8 9 3 0 3 8 8 9 0 5 0 2 5 0 0 3 5 6 0 2 9 0 1 0 0 3 8 6 0 1 8 3 3 0 0 9 8 8 0 1 0 0 2 0 1 0 0 3 0 0 9 9 1 0 1 0 0 4 0 2 9 8 1 0 5 0 0 2 0 5 0 0 3 0 5 0 0 5 0 5 0 1 5 0 2 9 9 9 0 3 3 2 2 0 4 9 4 0 0 2 9 9 7 0 3 3 3 6 0 3 0 0 8 0 3 3 1 2 0 3 3 1 7 0 3 3 2 3 0 3 3 3 5 0 3 3 3 1 0 5 0 3 8 0 1 0 1 2 0 5 0 0 8 0 3 4 4 2 0 3 4 4 7 0 3 4 3 7 0 4 9 8 4 0 4 9 9 1 0 4 9 9 6 0 5 0 2 0 0 5 0 2 3 0 5 0 3 3 0 5 0 2 4 0 1 4 3 5 0 4 9 8 2 0 4 9 8 3 0 3 3 0 7 0 3 3 3 0 0 3 3 1 8 0 3 8 8 1 0 3 3 3 2 0 5 0 1 6 0 5 0 0 4 0 3 3 3 8 0 3 3 3 9 0 5 0 0 6 0 0 3 9 0 0 2 9 0 7 0 3 2 4 1 0 3 2 5 7 0 2 8 4 7 0 3 3 1 5 0 5 0 2 9 0 3 2 2 2 0 3 2 3 4 0 3 2 5 0 0 3 4 4 4 0 0 9 7 8 0 0 9 8 2 0 0 9 9 6 0 0 9 8 7 0 2 9 1 1 0 1 4 0 3 0 2 8 4 0 0 2 8 4 3 0 3 2 2 3 0 0 9 9 4 0 3 4 3 2 0 3 4 3 1 0 3 4 3 4 0 3 4 3 5 0 3 4 4 1 0 1 8 3 4 0 3 4 4 5 0 2 9 3 4 0 3 4 4 8 0 3 1 3 1 0 3 4 2 8 0 3 4 2 9 0 2 8 3 1 0 3 2 1 7 0 2 8 3 9 0 3 2 2 1 0 2 9 5 1 0 2 9 7 8 0 2 9 9 3 0 3 1 3 7 0 3 3 4 4 0 3 3 4 0 0 0 3 5 4 0 0 9 9 7 0 3 2 4 9 0 3 2 5 8 0 3 2 6 5 0 2 8 7 9 0 2 8 9 6 0 2 9 6 8 0 2 9 3 0 0 2 9 7 0 0 3 2 8 0 0 2 9 7 2 0 3 9 9 1 0 2 9 7 5 0 3 2 4 2 0 3 2 4 6 0 2 8 6 9 0 3 0 6 5 0 2 9 2 8 0 3 2 4 5 0 3 4 4 6 0 2 8 5 1 0 3 2 7 4 0 3 2 5 2 0 2 9 5 8 0 2 8 5 5 0 2 9 1 2 0 2 8 6 5 0 2 9 0 8 0 2 8 7 0 0 2 9 6 7 0 3 2 9 7 0 3 2 9 1 0 4 0 8 3 0 2 8 7 1 0 3 4 2 2 0 2 9 6 6 0 3 2 7 6 0 3 2 9 8 0 4 0 8 1 0 2 8 8 3 0 3 3 0 1 0 3 3 0 4 0 3 2 9 5 0 3 3 0 0 0 2 9 3 1 0 3 3 0 2 0 3 2 9 9 0 3 3 0 3 0 2 8 2 4 0 3 2 8 4 0 3 2 8 6 0 3 2 8 8 0 4 0 9 1 0 2 8 4 8 0 2 8 5 0 0 4 0 8 6 0 4 0 8 9 0 3 2 8 9 0 3 2 9 0 0 3 2 9 4 0 4 0 8 7 0 4 0 9 4 0 4 0 9 0 0 4 0 8 8 0 1 3 7 5 0 1 4 2 3 0 1 4 1 4 0 3 0 4 6 0 3 4 1 7 0 3 0 4 9 0 3 0 5 8 0 3 4 1 5 0 3 0 8 0 0 3 0 9 6 0 3 4 0 9 0 2 5 6 0 0 3 2 0 3 0 2 7 0 3 0 3 1 7 4 0 2 5 6 1 0 3 3 8 3 0 2 9 2 4 0 4 0 8 2 0 2 8 6 3 0 2 9 7 4 0 3 2 9 3 0 3 3 8 5 0 3 3 8 7 0 3 4 0 3 0 3 3 8 6 0 3 3 9 8 0 3 4 0 4 0 3 4 0 8 0 3 3 9 1 0 3 3 9 3 0 3 3 9 2 0 3 4 0 6 0 0 9 7 9 0 3 2 4 8 0 3 2 5 1 0 2 9 0 4 0 2 5 7 0 0 3 0 4 8 0 2 9 0 3 0 2 8 7 5 0 3 2 5 5 0 2 8 9 1 0 3 2 6 6 0 3 1 7 1 0 3 4 2 5 0 2 8 3 0 0 2 8 8 4 0 2 8 3 7 0 3 1 0 4 0 2 9 0 0 0 3 0 8 2 0 3 3 7 7 0 3 0 9 3 0 3 0 6 7 0 3 0 7 3 0 3 1 0 0 0 2 9 1 7 0 3 0 7 4 0 2 9 2 0 0 3 2 3 6 0 3 0 5 3 0 3 1 1 8 0 3 0 4 5 0 3 0 8 4 0 3 0 4 7 0 3 0 6 6 0 3 0 7 2 0 3 0 5 7 0 3 2 1 6 0 3 0 7 1 0 3 0 8 3 0 2 8 4 4 0 2 9 5 3 0 2 9 5 2 0 2 9 2 7 0 2 9 6 3 0 3 1 0 2 0 3 0 5 0 0 3 0 6 2 0 3 0 9 4 0 3 0 9 8 0 3 1 1 1 0 3 1 3 2 0 3 1 3 9 0 0 3 5 5 0 2 5 5 8 0 3 2 6 0 0 0 3 6 0 0 5 1 8 5 0 0 3 8 2 0 1 9 0 5 0 2 0 9 5 0 2 0 9 6 0 0 3 6 6 0 1 3 9 4 0 1 2 2 8 0 1 2 5 9 0 1 4 9 7 0 1 7 4 1 0 1 7 4 8 0 1 7 5 5 0 1 4 0 7 0 1 6 9 0 0 1 4 5 0 0 1 4 5 6 0 1 4 1 7 0 1 5 8 8 0 1 5 5 2 0 1 6 3 0 0 1 2 4 1 0 1 8 9 2 0 4 0 5 2 0 1 7 2 2 0 1 9 0 9 0 2 1 8 1 0 2 1 8 4 0 2 2 0 0 0 2 2 0 3 0 2 2 0 4 0 2 2 2 2 0 1 3 6 3 0 3 9 0 1 0 1 8 1 8 0 4 0 6 8 0 1 8 5 6 0 1 6 3 8 0 1 7 1 1 0 1 7 1 7 0 1 8 8 5 0 2 1 9 7 0 2 1 9 8 0 1 7 1 4 0 1 7 1 6 0 1 5 1 4 0 1 9 9 1 0 1 9 4 8 0 1 9 8 5 0 1 6 7 1 0 1 8 8 9 0 1 7 0 5 0 1 8 8 1 0 1 4 1 5 0 3 9 5 3 0 3 9 5 2 0 3 9 5 5 0 4 0 5 9 0 1 7 1 9 0 1 9 1 0 0 1 9 4 2 0 1 9 3 1 0 1 9 3 2 0 1 9 3 5 0 1 9 5 9 0 1 9 4 1 0 1 9 6 1 0 1 8 9 3 0 1 8 9 4 0 1 9 1 3 0 1 9 5 5 0 1 9 5 6 0 1 9 1 9 0 1 9 2 0 0 1 4 6 7 0 3 8 4 1 0 3 8 4 2 0 4 4 3 1 0 1 5 8 4 0 4 1 1 6 0 4 4 6 5 0 4 4 7 4 0 2 0 2 3 0 4 7 5 0 0 4 5 0 9 0 1 9 9 3 0 2 0 1 1 0 4 2 8 3 0 4 2 6 2 0 4 1 7 4 0 4 5 4 9 0 4 5 6 6 0 1 6 0 5 0 4 5 7 0 0 4 4 7 5 0 4 7 0 4 0 1 6 9 3 0 1 9 4 7 0 4 1 5 2 0 1 4 9 4 0 1 6 1 4 0 1 5 6 6 0 1 5 8 5 0 1 6 0 1 0 1 6 0 2 0 1 6 3 5 0 1 5 2 6 0 1 5 9 8 0 4 5 7 5 0 4 3 1 6 0 1 0 0 7 0 3 2 3 5 0 2 9 1 8 0 3 9 9 0 0 3 2 2 4 0 2 9 4 3 0 3 0 9 9 0 3 1 2 4 0 5 0 0 0 0 3 3 2 0 0 3 3 2 7 0 3 8 8 0 0 5 0 0 1 0 4 9 4 3 0 5 0 3 4 0 5 0 2 6 0 5 0 3 5 0 2 7 9 3 0 3 0 0 4 0 3 3 2 1 0 5 0 1 3 0 4 9 7 1 0 3 0 0 5 0 4 9 6 5 0 4 9 7 8 0 4 9 7 7 0 4 9 7 6 0 5 0 0 9 0 2 5 6 3 0 2 7 4 7 0 2 7 9 1 0 2 5 7 1 0 3 2 1 0 0 2 6 3 1 0 2 6 4 0 0 2 7 3 1 0 2 8 0 0 0 3 1 8 5 0 2 6 5 7 0 2 7 4 0 0 2 7 4 8 0 2 7 5 4 0 3 1 9 2 0 2 6 2 6 0 2 6 9 7 0 3 2 0 7 0 2 7 2 8 0 2 7 1 9 0 2 7 3 4 0 2 7 4 9 0 2 7 1 6 0 2 7 1 8 0 2 5 6 8 0 2 6 3 8 0 2 9 4 6 0 2 6 2 5 0 2 6 4 5 0 2 6 5 0 0 2 7 0 5 0 2 5 8 6 0 2 7 5 1 0 2 6 3 5 0 3 2 8 3 0 2 5 8 7 0 2 8 2 5 0 2 8 0 4 0 2 5 9 5 0 2 8 3 3 0 2 9 2 9 0 2 5 9 7 0 2 6 4 9 0 2 7 6 1 0 2 6 4 3 0 2 9 6 1 0 2 9 4 7 0 2 7 9 6 0 2 8 9 3 0 5 0 1 0 0 3 1 0 9 0 3 1 3 5 0 3 1 3 6 0 2 8 7 2 0 3 1 0 8 0 3 8 7 8 0 3 8 8 7 0 3 8 9 7 0 3 8 9 8 0 2 8 9 9 0 5 0 1 8 0 3 0 3 6 0 4 9 9 7 0 4 9 9 8 0 4 9 8 0 0 4 9 8 1 0 3 4 3 8 0 4 9 8 7 0 3 8 8 8 0 5 0 1 2 0 5 0 1 4 0 5 0 1 7 0 3 8 9 9 0 3 9 0 4 0 3 9 0 3 0 3 0 5 9 0 3 0 7 0 0 3 0 6 8 0 3 0 9 0 0 3 0 9 2 0 3 0 8 7 0 3 0 8 8 0 3 0 8 5 0 3 8 9 2 0 3 8 7 9 0 3 4 2 6 0 3 9 0 0 0 3 1 1 6 0 3 4 3 9 0 3 1 2 6 0 3 1 2 5 0 3 4 2 3 0 2 7 9 8 0 3 2 9 6 0 3 4 1 2 0 3 0 5 5 0 3 3 5 5 0 3 0 8 6 0 3 4 1 3 0 3 8 2 2 0 3 0 3 2 0 3 9 5 6 0 2 8 2 6 0 3 8 1 8 0 2 8 3 5 0 3 9 0 8 0 3 2 0 6 0 3 2 0 9 0 2 9 3 9 0 3 3 5 6 0 3 3 5 8 0 3 0 5 6 0 3 0 7 7 0 3 4 2 1 0 3 0 5 1 0 3 4 1 4 0 3 0 5 2 0 3 4 0 7 0 3 4 1 0 0 3 4 1 6 0 3 8 2 0 0 3 0 1 5 0 3 0 2 8 0 3 2 7 9 0 3 0 1 8 0 3 0 9 1 0 3 0 1 6 0 3 3 6 5 0 3 3 6 2 0 3 0 2 0 0 3 3 4 7 0 3 3 4 8 0 3 3 4 6 0 3 3 4 9 0 3 3 6 6 0 3 0 2 6 0 3 0 8 9 0 3 3 5 1 0 3 3 5 3 0 3 3 6 4 0 3 3 6 8 0 1 0 1 4 0 1 3 8 6 0 2 0 5 2 0 4 9 7 4 0 1 7 3 9 0 3 4 5 2 0 2 8 1 1 0 2 8 1 7 0 3 0 6 9 0 1 2 8 4 0 2 6 6 4 0 3 8 6 7 0 1 8 0 5 0 1 3 7 4 0 2 0 7 9 0 1 5 4 9 0 1 5 2 2 0 4 0 2 7 0 4 0 4 8 0 4 0 3 1 0 2 6 6 0 0 3 8 3 6 0 4 0 5 3 0 4 1 5 8 0 1 4 7 9 0 4 0 0 3 0 2 0 8 7 0 3 8 8 5 0 1 3 8 8 0 2 5 8 9 0 1 3 9 7 0 1 7 4 7 0 1 5 3 6 0 4 4 8 5 0 1 7 8 1 0 2 6 7 9 0 4 9 7 5 0 2 6 7 8 0 4 9 7 3 0 2 6 1 3 0 2 6 8 1 0 2 6 1 4 0 2 6 6 8 0 2 6 4 6 0 4 0 5 8 0 2 6 5 8 0 2 8 8 8 0 4 0 0 6 0 2 9 3 2 0 2 9 4 4 0 3 9 9 5 0 2 8 5 8 0 3 9 1 1 0 2 9 1 4 0 3 9 9 6 0 2 8 8 9 0 3 2 8 1 0 2 9 7 3 0 3 3 9 7 0 1 4 8 3 0 2 5 6 5 0 2 6 5 6 0 2 7 3 8 0 2 9 3 6 0 2 6 6 5 0 3 9 1 2 0 3 9 0 7 0 2 8 1 3 0 4 1 5 4 0 3 8 2 8 0 3 9 2 2 0 2 5 5 2 0 2 8 1 2 0 2 7 1 7 0 2 7 3 3 0 2 6 5 5 0 2 8 2 7 0 3 0 9 5 0 2 6 1 7 0 2 7 4 4 0 3 2 8 2 0 2 6 9 8 0 2 5 5 4 0 2 6 4 1 0 2 6 3 9 0 2 6 6 2 0 2 8 1 4 0 2 8 2 8 0 4 0 6 1 0 4 0 5 7 0 4 0 6 0 0 3 8 2 5 0 3 9 5 9 0 4 1 4 4 0 1 0 1 5 0 3 9 9 7 0 4 0 8 0 0 2 4 5 3 0 4 0 7 6 0 1 6 5 3 0 1 5 4 3 0 2 6 7 7 0 1 7 6 5 0 4 0 7 7 0 2 0 6 3 0 2 4 6 3 0 4 5 0 3 0 4 5 0 4 0 1 8 6 6 0 2 4 7 3 0 1 2 0 4 0 1 8 3 7 0 4 4 8 4 0 1 9 7 9 0 1 3 7 1 0 2 4 7 7 0 4 7 9 2 0 1 8 4 7 0 4 6 6 4 0 1 4 1 8 0 4 3 6 9 0 1 8 4 8 0 1 4 2 8 0 4 0 2 9 0 1 8 1 9 0 1 8 4 6 0 1 8 4 9 0 4 0 7 4 0 3 9 4 9 0 4 3 6 4 0 1 4 1 0 0 4 4 8 2 0 4 6 0 8 0 3 9 2 6 0 4 5 1 6 0 4 3 9 6 0 4 0 4 6 0 2 4 7 5 0 3 8 4 6 0 3 8 2 7 0 3 8 3 9 0 4 7 0 7 0 3 9 2 7 0 4 0 3 5 0 4 1 2 2 0 1 8 3 8 0 3 8 7 2 0 4 8 4 6 0 3 8 1 7 0 3 9 1 9 0 4 6 5 1 0 4 5 0 5 0 4 8 4 4 0 2 6 5 4 0 4 9 9 2 0 4 1 2 6 0 4 8 4 8 0 2 9 3 7 0 3 9 1 8 0 4 0 1 8 0 4 0 0 7 0 2 8 8 0 0 3 9 0 9 0 2 9 4 0 0 4 0 4 9 0 1 6 2 2 0 2 8 6 8 0 2 9 3 8 0 4 1 6 2 0 4 6 1 2 0 2 0 1 5 0 4 0 1 5 0 3 8 4 0 0 4 0 1 1 0 3 9 1 7 0 0 3 8 4 0 2 2 0 5 0 2 1 8 0 0 2 5 7 9 0 2 6 5 2 0 1 4 6 4 0 1 7 3 0 0 4 9 8 6 0 1 7 2 6 0 1 8 7 3 0 4 8 3 6 0 1 0 1 1 0 1 2 5 0 0 1 0 8 8 0 1 2 4 8 0 1 2 6 8 0 2 8 6 1 0 3 0 1 9 0 3 0 3 5 0 3 0 2 7 0 3 3 6 0 0 3 3 6 1 0 3 3 6 3 0 1 0 0 6 0 3 9 0 6 0 3 1 2 9 0 3 3 5 7 0 1 0 1 6 0 3 0 4 4 0 2 5 7 4 0 2 8 3 4 0 2 6 5 3 0 3 3 5 0 0 3 3 5 4 0 3 0 2 2 0 3 3 5 2 0 1 8 6 5 0 3 0 3 4 0 2 9 4 5 0 3 0 4 3 0 3 0 2 3 0 3 0 4 1 0 3 4 1 1 0 2 9 4 1 0 3 0 1 7 0 3 0 3 9 0 3 0 3 8 0 4 0 8 4 0 3 3 5 9 0 3 3 6 7 0 3 3 7 0 0 4 0 6 3 0 1 0 1 7 0 1 0 2 5 0 3 1 4 3 0 4 5 4 4 0 4 5 6 3 0 4 6 5 3 0 1 5 0 7 0 4 1 6 0 0 1 5 1 8 0 1 5 6 0 0 1 7 7 3 0 1 7 7 1 0 1 4 8 4 0 4 1 5 6 0 1 6 7 6 0 3 8 5 6 0 1 7 6 1 0 1 7 8 8 0 1 9 6 2 0 3 9 3 8 0 4 1 0 8 0 4 1 1 0 0 4 1 3 6 0 4 4 6 6 0 4 5 8 7 0 1 5 0 5 0 1 9 3 6 0 2 6 3 3 0 2 6 4 7 0 4 0 0 0 0 1 9 5 4 0 4 1 7 0 0 3 9 4 5 0 3 9 4 6 0 1 5 0 8 0 1 7 4 9 0 4 0 2 2 0 1 7 0 0 0 3 8 3 8 0 4 0 2 5 0 4 1 6 4 0 1 6 1 8 0 1 7 3 6 0 1 7 4 4 0 1 8 5 7 0 1 9 2 8 0 1 7 3 3 0 1 9 2 2 0 3 8 6 0 0 1 1 6 8 0 1 2 8 3 0 1 4 5 4 0 4 6 5 9 0 1 9 9 7 0 4 1 6 8 0 4 1 6 6 0 4 1 7 2 0 4 2 7 5 0 2 0 8 3 0 4 3 8 2 0 2 6 6 3 0 2 8 2 9 0 1 5 9 5 0 1 6 0 7 0 2 0 1 3 0 3 8 5 5 0 4 1 4 6 0 4 0 3 0 0 4 0 4 4 0 3 8 6 5 0 3 9 3 6 0 3 9 4 1 0 4 7 0 6 0 3 9 2 5 0 3 9 4 7 0 4 0 4 5 0 4 7 3 5 0 4 5 6 4 0 4 7 2 2 0 1 3 6 7 0 4 2 4 3 0 4 2 9 7 0 1 5 5 7 0 1 5 6 9 0 1 5 0 0 0 4 0 1 2 0 1 5 7 5 0 1 7 7 5 0 4 2 5 1 0 1 9 4 5 0 3 9 2 3 0 4 1 5 0 0 4 4 6 2 0 4 2 4 4 0 4 7 7 9 0 0 5 2 2 0 1 1 8 4 0 1 6 1 6 0 3 7 5 5 0 4 8 1 6 0 1 2 4 5 0 1 7 3 8 0 2 1 8 5 0 1 8 6 9 0 2 0 6 9 0 2 5 8 0 0 1 9 8 7 0 4 3 8 6 0 4 1 0 2 0 4 1 0 4 0 4 1 1 2 0 1 7 1 2 0 1 7 8 3 0 1 7 9 2 0 4 3 1 8 0 4 3 2 0 0 1 1 7 6 0 1 9 5 1 0 4 9 8 9 0 3 0 2 4 0 1 8 9 5 0 4 8 4 5 0 2 8 9 4 0 3 0 3 3 0 1 2 4 9 0 1 9 9 5 0 4 4 0 9 0 4 9 9 0 0 3 9 3 0 0 2 4 8 0 0 3 3 7 1 0 4 0 7 3 0 1 0 0 9 0 1 3 2 6 0 1 3 2 8 0 1 3 2 9 0 1 3 9 6 0 1 4 2 1 0 1 4 2 5 0 1 4 4 3 0 1 5 2 5 0 1 5 2 9 0 1 5 5 5 0 1 6 2 7 0 1 6 5 0 0 1 6 5 2 0 1 6 8 8 0 1 7 1 5 0 1 7 2 3 0 1 7 3 2 0 1 7 3 4 0 1 7 4 3 0 1 7 7 7 0 1 7 8 7 0 1 8 0 1 0 1 8 9 6 0 1 9 0 4 0 1 9 1 5 0 1 9 2 4 0 1 9 4 3 0 1 9 6 3 0 2 0 8 4 0 2 0 9 1 0 2 0 9 2 0 3 8 2 1 0 3 9 1 3 0 4 1 0 0 0 4 1 1 8 0 4 2 7 7 0 4 3 4 7 0 4 4 4 1 0 4 4 7 6 0 4 5 4 1 0 4 7 7 5 0 4 7 7 7 0 4 7 7 8 0 4 7 8 3 0 4 7 8 7 0 4 7 9 0 0 4 7 9 1 0 4 7 9 5 0 4 8 0 8 0 4 8 1 0 0 4 8 1 5 0 4 8 2 8 0 4 8 3 0 0 4 8 3 8 0 4 8 4 7 0 4 9 9 5 0 3 8 3 7 0 3 0 4 2 0 3 8 6 2 0 4 0 4 3 0 4 3 1 9 0 4 4 4 5 0 4 7 6 7 0 4 2 7 2 0 4 4 7 8 0 4 6 0 2 0 4 5 2 9 0 4 7 0 0 0 4 7 3 3 0 4 5 6 2 0 4 3 1 4 0 4 5 4 0 0 4 7 8 0 0 4 7 5 4 0 4 7 6 1 0 4 2 8 4 0 4 3 2 1 0 4 3 1 7 0 4 4 5 9 0 4 4 5 0 0 4 3 8 1 0 4 5 7 3 0 4 7 3 2 0 1 1 9 8 0 1 2 1 6 0 3 7 1 7 0 3 8 1 1 0 4 8 4 9 0 3 6 9 6 0 3 8 0 2 0 4 9 9 3 0 1 1 9 6 0 1 1 9 7 0 1 2 1 7 0 1 2 2 4 0 1 6 2 8 0 1 7 2 8 0 1 6 1 7 0 1 5 8 1 0 1 2 8 6 0 1 4 6 8 0 1 4 9 5 0 1 7 5 6 0 1 7 4 5 0 1 9 0 3 0 1 7 9 4 0 1 9 6 4 0 1 4 0 5 0 1 6 3 3 0 1 9 2 3 0 1 9 2 5 0 1 6 4 3 0 4 0 1 9 0 2 0 0 3 0 4 9 8 8 0 0 7 0 0 0 2 2 0 1 0 4 4 7 7 0 1 2 0 2 0 4 4 2 1 0 1 2 0 3 0 0 9 8 3 0 2 9 3 5 0 2 5 7 6 0 2 5 7 7 0 1 7 5 0 0 1 7 6 3 0 3 9 9 3 0 2 5 7 8 0 3 9 1 0 0 3 0 3 7 0 3 0 3 0 0 3 0 4 0 0 3 0 3 1 0 1 3 8 9 0 3 9 0 5 0 1 8 6 3 0 3 8 3 3 0 4 1 2 8 0 3 3 6 9 0 4 1 8 2 0 1 6 2 0 0 4 8 3 2 0 2 1 8 7 0 2 2 0 2 0 1 7 0 8 0 4 0 6 7 0 1 5 9 0 0 3 8 5 9 0 1 6 2 6 0 1 9 1 4 0 1 9 5 3 0 1 9 5 7 0 3 9 0 2 0 1 9 4 9 0 3 9 1 4 0 1 3 7 0 0 4 3 8 7 0 1 9 8 8 0 2 0 2 7 0 4 1 2 4 0 3 8 4 4 0 1 6 0 3 0 4 0 3 3 0 4 1 0 6 0 4 0 3 2 0 4 4 7 3 0 1 9 7 1 0 1 9 7 2 0 4 7 1 2 0 4 8 3 7 0 1 6 4 1 0 2 0 0 2 0 4 1 4 8 0 3 8 4 5 0 4 1 2 0 0 3 8 5 3 0 4 2 2 3 0 4 3 0 3 0 4 7 5 5 0 4 3 7 5 0 4 4 2 7 0 4 7 7 0 0 4 3 9 7 0 4 7 0 5 0 1 6 4 5 0 1 6 4 8 0 4 2 4 2 0 4 5 2 2 0 1 8 8 7 0 4 2 8 6 0 4 4 3 7 0 2 0 0 9 0 3 8 4 3 0 3 8 5 8 0 4 8 1 4 0 3 8 5 0 0 3 8 6 4 0 1 4 5 7 0 2 4 4 1 0 1 9 2 1 0 4 2 4 8 0 3 9 1 5 0 1 5 6 4 0 1 4 8 1 0 1 9 2 7 0 1 5 1 9 0 1 5 4 7 0 1 5 7 2 0 3 9 1 6 0 4 0 1 4 0 4 6 9 6 0 4 2 8 5

S p p

( O b j e ctive

5 .7 E +0 2

1 0 0 S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V

2 .3 E +0 3

( % )

5 0

2 5

0

H I V I 5 G 3 2 1

3

7

1 9

3 0

4 7

1 0 1

1 0 4

1 0 5

1 0 7

1 3 1

1 4 9

1 5 8

1 5 9

1 6 2

1 8 9

1 9 1

2 4 6

5 6 6

5 6 7

5 7 3

5 9 6

6 1 8

6 4 0

6 4 1

6 4 5

6 6 8

7 5 5

9 2 9

9 9 5

1 0 4 0

3 4 6 6

Submitted to National Park Service: South Florida Caribbean Network (NPS/SFCN) Cooperative agreement # H5000 06 0104

Jay P. Sah, Michael S. Ross, Susana Stoffella Southeast Environmental Research Center Florida International University Miami, FL 33199 April 2010

Summary A comprehensive, broadly accepted vegetation classification is important for ecosystem management, particularly for planning and monitoring. South Florida vegetation classification systems that are currently in use were largely arrived at subjectively and intuitively with the involvement of experienced botanical observers and ecologists, but with little support in terms of quantitative field data. The need to develop a field data-driven classification of South Florida vegetation that builds on the ecological organization has been recognized by the National Park Service and vegetation practitioners in the region. The present work, funded by the National Park Service Inventory and Monitoring Program South Florida/Caribbean Network (SFCN), covers the first stage of a larger project whose goal is to apply extant vegetation data to test, and revise as necessary, an existing, widely used classification (Rutchey et al. 2006). The objectives of the first phase of the project were (1) to identify useful existing datasets, (2) to collect these data and compile them into a geodatabase, (3) to conduct an initial classification analysis of marsh sites, and (4) to design a strategy for augmenting existing information from poorly represented landscapes in order to develop a more comprehensive south Florida classification. Thirty five data sets, comprising vegetation data from 8,246 sites, were received from researchers working in various organizations. The structure and completeness of available data sets were examined in terms of sampling design, the number and size of sampling units, spatial distribution, taxonomic resolution, and method of estimating species abundance. The data were then summarized at the site level and were incorporated into a geo-database. Finally, vegetation classification for marsh sites was developed using a hierarchical cluster analysis of the sites-by-species matrix. The analytical summary of the datasets in geodatabase provided the basis for identifying current gaps in the vegetation data needed to develop a comprehensive south Florida vegetation classification. The results from the cluster analysis of species data for marsh sites were used to cross-walk with the recently updated and hierarchical Vegetation Classification System for South Florida Natural Areas (Rutchey et al, 2006), to evaluate whether vegetation classes at various levels identified in this system were well substantiated by the classification achieved through field-data based cluster analysis. While the existing vegetation data covers most of terrestrial natural areas and vegetation associations present in South Florida, some areas are more extensively represented than others and some vegetation types, in both woody and herbaceous groups, described in existing classification systems are missing in the datasets. Moreover, classification of herbaceous sites using agglomerative cluster analysis suggests that freshwater and salt marsh communities are arranged along hydrology and salinity gradients, respectively. In addition, plant communities in some localities are largely reflections of different types and levels of disturbance. To be most useful within the ecosystem restoration efforts currently underway in the region, a comprehensive classification system should incorporate those elements, so that tangible changes in community composition due to alterations in the environmental drivers can be easily assessed.

ii

Table of Contents

Summary List of Tables List of Figures

i iii iv

1. Introduction

1

2. Methods 2.1 Identifying potential datasets 2.2 Dataset acquisition and screening 2.3 Geodatabase 2.4 Vegetation Classification 2.5 Crosswalk with Rutchey’s classification

2 2 2 5 5 8

3. Results 3.1 Vegetation Datasets 3.1.1 Vegetation sampling units 3.1.2 Floral composition and species abundance 3.2 Geodatabase 3.3 Vegetation Classification – Level 1 3.4 Herbaceous Vegetation Classification 3.5 Crosswalk with Rutchey’s classification

10 10 10 10 11 12 13 32

4. Discussions

33

5. Conclusions

37

6. References

38

Appendices (1-2) Appendix 1: Descriptions of vegetation datasets in South Florida vegetation database. Appendix 2: Results from SIMPER (Similairty percentage) analysis of plant species importance value data from 3600 sites, listing the major characterizing species of each vegetation type identified in cluster analysis. Appendix 3: SIMPER (Similarity percentage) analysis of species contributions (%) to the average dissimilarity between vegetation types that had overall mean dissimilarity beta>-0.7) is suggested (Milligan 1989). In the present analysis, since the heterogeneous large dataset had the probability of possessing some clusters with only few sites (potential outliers), the value of flexible beta = -0.5 was chosen over beta = -0.25 for maximizing within-group similarities and minimizing between-group similarities. Initially, the dendrogram was pruned at 75% information remaining, and 32 clusters were identified. Subsequently, we calculated within- and between-clusters mean Bray-Curtis dissimilarity. When a cluster had very high (>65%) within cluster mean dissimilarity, it was considered heterogeneous and was flagged as the conglomeration of several potentially identifiable, homogeneous vegetation associations. To identify the relatively homogenous associations within those clusters, we followed the linkages, and at each node we calculated within cluster-dissimilarity of sub-clusters. We repeated the process until we reached the cluster that had the mean within-cluster dissimilarity of 97% of cases, whereas 25% of sites in the woody category were originally characterized as herbaceous. Interestingly, most of the mis-categorized sites were in disturbed areas, such as the restored sites in the hole-in-donut within the Everglades National Park, and slough sites in Trexler_FISHMON dataset, in which several plant taxa were identified up to only genus level. We combined the cluster solutions and researchers’ characterization of sites to pool the herbaceous sites for detailed classification. SFV ALL Sites PA DATA 5249x883 G-2 Cluster Distance (Objective Function) 0

9.3E+02

100

75

1.9E+03

2.8E+03

3.7E+03

Information Remaining (%) 0

10 0

Woody & others

Herbaceous

S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V F V S S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V F V S S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V F V S S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V F V S S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V F V S S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V F V S S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V F V S S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V F V S S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V F V S S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V S F V

9 .

3 E +

SF V 0 2

7 5

000 35 01 000 23 000 24 000 11 000 34 25 000 03 000 05 000 33 000 08 04 000 12 000 13 000 02 36 000 09 000 20 000 32 000 10 07 000 31 000 19 000 22 000 26 14 000 27 000 28 000 30 000 40 15 000 38 000 37 049 33 049 000 34 16 000 17 000 18 048 58 052 049 61 29 010 89 012 05 049 011 00 75 049 01 049 24 048 79 048 81 80 048 69 048 82 048 99 048 049 52 02 049 28 049 03 000 06 010 052 36 72 052 73 052 75 052 40 052 43 42 052 74 052 44 052 86 052 053 94 04 052 93 052 87 052 92 97 052 96 052 88 052 89 053 052 05 91 052 95 052 98 053 01 053 052 00 99 052 90 053 02 053 03 052 63 41 052 66 052 48 052 55 052 053 80 08 052 85 052 83 052 57 60 052 58 052 49 052 54 052 53 71 053 07 052 70 052 81 053 06 12 053 09 004 16 048 55 049 048 05 87 049 04 052 62 053 10 052 84 46 052 65 048 54 049 31 049 30 26 048 75 048 92 049 048 25 83 010 67 048 66 048 68 048 049 64 37 048 98 049 38 048 57 048 049 67 35 049 32 049 36 049 39 048 71 72 048 76 048 86 049 08 048 95 73 048 85 048 70 048 74 048 88 84 048 78 048 77 048 61 59 048 62 048 60 048 63 052 000 52 41 052 50 052 51 052 64 011 05 03 012 12 013 00 037 28 052 013 47 20 052 56 052 69 052 45 052 59 77 037 38 037 54 037 46 39 037 68 052 76 037 70 037 036 66 96 037 89 037 55 037 17 037 80 10 038 05 037 40 037 72 037 45 44 037 86 037 87 036 89 037 81 37 036 92 037 74 037 52 037 85 01 037 07 037 19 037 29 53 037 51 037 30 037 34 052 037 67 98 036 95 037 88 037 03 036 037 98 04 038 04 037 43 037 47 037 73 62 037 75 037 77 037 79 038 037 12 02 037 16 037 48 038 037 10 22 037 25 037 11 037 14 037 038 56 07 037 18 037 64 037 67 037 20 65 038 08 038 09 037 49 037 91 32 036 88 037 24 037 57 052 037 78 92 037 99 052 68 050 48 050 53 50 050 51 050 52 037 036 26 91 036 94 037 05 037 76 037 00 35 037 96 052 79 050 49 050 57 58 050 56 050 60 050 63 050 61 59 050 62 050 68 050 54 050 55 71 050 69 050 70 050 40 050 43 41 050 42 050 44 050 45 47 050 46 050 64 050 67 050 66 65 000 29 049 27 011 94 004 78 76 004 79 004 77 004 71 004 82 72 004 81 004 88 004 89 004 75 73 004 83 004 80 004 74 90 010 84 010 85 004 84 048 96 97 004 85 004 86 004 87 000 47 45 000 74 011 84 011 37 000 51 62 000 84 011 20 012 88 000 89 68 000 81 000 92 003 31 000 003 77 21 003 17 003 45 000 003 50 47 005 45 003 48 003 49 000 76 64 000 65 003 44 000 69 003 000 42 87 003 30 003 32 000 49 003 000 46 79 000 52 000 67 011 22 000 012 91 22 003 34 011 14 011 51 011 86 52 011 78 012 23 011 012 29 26 011 56 010 82 011 12 011 47 50 011 82 011 21 011 67 010 012 95 32 011 43 011 44 011 49 011 010 17 98 011 40 010 78 011 57 010 83 76 010 17 010 18 010 20 25 012 63 011 96 011 97 010 22 27 010 23 010 19 010 21 011 010 00 24 010 99 011 07 012 00 012 16 18 012 90 012 17 024 93 012 000 27 71 011 36 010 80 010 77 011 010 64 81 011 61 011 72 011 010 63 96 011 19 011 30 011 13 011 34 66 011 54 011 73 011 24 011 26 25 011 08 011 09 012 82 012 91 89 011 11 011 10 012 20 012 01 25 011 42 011 53 011 28 011 39 62 012 19 012 21 011 87 41 010 79 012 33 011 65 011 71 77 000 95 000 96 010 47 010 73 57 005 35 014 39 010 58 010 013 93 27 012 06 011 45 011 46 011 74 85 012 09 010 43 010 45 66 010 48 010 50 010 61 010 69 70 010 51 010 59 010 71 010 68 52 010 46 010 55 010 64 010 72 56 010 62 010 65 010 49 010 53 60 010 54 004 24 004 28 004 30 26 049 20 048 94 049 07 09 049 22 010 63 049 11 049 12 21 049 16 049 10 049 17 049 23 14 049 19 048 89 049 06 049 13 15 049 18 000 39 052 82 025 38 22 025 26 025 49 024 94 025 23 00 025 06 025 11 025 16 17 025 25 025 27 025 01 025 18 13 025 19 025 04 025 12 024 025 95 05 025 07 025 02 025 08 025 024 41 99 025 48 025 47 025 45 025 024 10 98 025 09 025 15 025 24 03 025 14 025 20 025 21 025 33 32 025 31 025 28 025 36 052 048 32 65 052 33 052 34 052 35 052 38 36 052 39 004 02 004 35 004 44 36 025 29 004 10 004 11 053 004 11 37 004 12 010 39 004 40 39 010 38 004 13 004 14 010 004 35 20 010 40 004 03 004 07 004 15 09 004 31 004 41 004 45 004 06 47 004 22 004 23 004 29 004 17 43 004 19 010 37 004 21 004 05 04 004 18 025 30 025 34 46 052 37 004 08 004 33 004 48 46 004 34 004 50 010 41 004 010 25 42 004 27 004 38 004 42 004 49 32 010 74 034 80 035 69 036 80 74 036 85 035 71 036 82 83 034 60 035 58 034 64 034 035 59 13 034 69 034 70 034 71 034 73 72 034 74 034 86 034 90 034 98 94 034 99 035 00 035 02 035 10 03 035 14 035 16 035 18 035 24 20 035 27 035 28 035 30 29 035 36 035 42 035 43 035 53 46 035 54 035 56 035 62 035 75 65 035 76 035 78 035 81 035 83 82 035 87 035 88 035 90 035 94 91 035 98 036 00 036 76 66 035 34 035 77 034 66 035 47 06 035 49 035 55 035 86 036 77 14 036 79 036 84 036 86 036 61 87 036 81 035 26 035 61 035 036 95 50 036 28 036 70 035 15 035 48 19 035 64 035 79 035 84 80 036 27 036 35 034 56 035 60 17 036 23 036 24 036 40 034 036 81 49 034 82 034 84 034 88 036 32 02 034 65 035 11 034 75 035 05 01 035 07 035 44 035 73 036 09 04 036 12 036 29 036 46 42 036 62 036 36 036 37 034 036 83 38 034 85 034 87 034 91 034 97 93 035 04 035 12 035 22 035 25 23 035 31 035 32 035 35 035 40 38 035 41 035 68 036 035 45 85 036 67 036 20 034 57 034 78 58 035 57 036 25 034 67 035 034 52 77 034 79 035 63 036 64 035 034 67 61 035 66 035 74 036 15 036 41 31 034 62 034 68 034 96 035 09 08 035 45 035 50 035 70 59 035 72 035 89 035 92 035 96 93 035 99 036 65 034 63 035 034 97 95 035 21 035 39 035 51 036 13 06 036 78 034 76 036 01 036 16 08 036 22 035 33 036 03 036 48 18 036 05 036 19 036 34 11 036 07 036 21 036 17 036 39 10 036 26 036 60 036 72 036 47 52 036 54 036 58 036 55 036 30 69 036 56 036 44 036 33 036 53 43 036 57 036 59 036 73 71 036 51 036 63 036 68 013 011 01 02 012 15 012 94 012 10 013 012 03 13 011 04 013 19 012 97 037 013 95 15 037 78 013 16 013 18 012 56 76 013 02 012 98 023 99 037 61 41 038 01 037 63 011 93 90 011 92 024 87 011 89 011 037 91 13 038 13 013 22 037 08 037 23 21 037 09 037 15 036 90 037 12 69 037 42 037 71 013 17 037 60 58 037 50 037 82 037 06 037 93 27 037 84 037 97 011 038 06 00 013 23 024 86 012 14 037 021 59 92 021 46 021 72 024 88 021 65 64 024 39 024 40 024 81 024 96 79 025 35 025 39 024 97 025 37 40 012 11 012 47 037 012 33 79 037 36 012 78 022 97 021 023 45 37 023 25 023 36 023 39 023 021 00 75 023 01 022 73 022 74 012 70 77 023 83 023 29 025 44 022 98 71 023 40 023 35 021 15 021 17 16 021 18 021 32 021 35 33 021 37 021 49 021 50 021 52 51 021 66 021 67 021 68 021 76 69 021 77 021 93 021 94 022 15 13 022 17 022 18 022 30 022 33 32 022 34 022 35 022 36 022 55 54 022 56 022 57 022 59 58 022 60 022 76 022 77 023 022 02 78 023 04 023 06 023 07 023 10 08 023 11 023 12 023 14 023 47 46 023 50 023 52 023 54 023 56 55 023 58 023 60 023 88 61 023 90 023 91 023 92 023 94 93 023 97 023 98 024 00 024 14 13 024 15 024 16 024 17 022 024 06 18 022 07 022 09 022 69 023 81 74 037 31 037 90 037 94 038 06 14 023 09 023 13 022 023 45 51 021 79 022 72 023 59 025 42 43 021 34 022 11 022 12 022 31 14 022 52 023 43 023 44 023 53 49 023 57 023 89 023 95 024 023 12 96 023 79 023 80 024 023 11 82 021 74 022 49 022 50 022 87 51 022 96 022 99 023 34 022 023 95 45 023 41 021 36 022 53 023 48 03 022 28 022 29 023 70 022 024 46 10 022 48 022 70 022 47 022 012 88 38 023 87 023 78 022 021 93 30 023 38 022 94 022 89 023 022 26 91 023 31 023 27 023 32 022 024 90 09 022 92 023 23 021 13 023 021 30 14 023 42 021 28 021 29 021 023 19 73 021 73 023 33 023 24 023 71 28 021 47 021 78 022 021 16 95 022 75 023 05 021 31 021 88 48 021 89 021 90 021 91 022 10 08 022 27 023 72 023 75 023 77 76 023 84 023 85 023 86 013 010 11 86 021 80 021 97 021 39 38 021 56 021 98 021 81 022 01 00 038 11 022 05 021 22 021 61 70 021 62 021 63 021 71 021 96 23 021 99 022 62 022 63 012 022 39 67 012 35 023 65 023 66 022 024 26 07 022 41 023 67 021 023 26 68 022 20 022 43 024 08 022 23 21 022 42 022 85 021 21 022 021 19 24 021 43 022 86 021 41 022 021 38 42 022 44 023 62 022 79 022 83 80 023 19 023 64 023 63 021 023 44 69 024 05 024 01 021 024 82 03 021 84 021 86 021 83 022 39 37 024 04 021 20 021 25 022 021 66 40 021 55 024 02 023 18 021 023 57 22 021 58 021 60 022 84 022 021 61 27 022 65 021 54 022 021 81 53 023 15 021 59 024 06 023 022 16 40 023 17 022 64 022 68 023 022 20 82 023 21 000 72 011 58 031 000 41 73 012 46 012 53 012 58 000 94 93 000 98 010 26 010 31 012 65 62 010 29 010 32 010 34 33 037 83 000 99 031 40 010 031 30 44 031 45 012 64 012 44 031 43 42 010 28 012 54 012 75 003 012 61 43 008 80 017 94 006 66 008 007 99 00 009 09 009 00 006 81 009 006 10 89 008 68 007 35 008 22 81 007 58 007 97 008 03 008 009 17 07 009 08 008 96 009 06 008 004 57 69 008 58 006 25 008 53 006 008 22 59 008 64 008 88 008 71 008 01 73 008 09 008 18 005 008 98 83 008 54 007 93 007 95 006 008 01 60 006 04 006 07 006 09 008 006 74 18 006 06 006 13 006 15 003 69 60 003 66 003 84 018 18 003 79 76 003 80 003 81 012 95 038 013 91 09 038 95 038 96 048 53 56 048 90 005 22 017 29 016 015 38 017 31 019 05 019 06 017 16 11 017 17 019 64 006 94 018 010 33 11 018 34 017 14 018 56 018 017 51 18 018 50 039 10 003 82 009 04 02 014 40 013 63 027 026 96 52 028 04 040 68 028 29 039 029 51 84 050 10 008 91 008 92 032 008 60 93 008 94 009 11 009 12 032 008 39 95 005 72 009 01 012 57 011 009 68 03 015 76 039 05 019 018 30 23 019 29 015 48 025 79 039 045 04 70 039 11 020 81 020 82 020 96 95 020 89 020 90 009 05 026 33 47 012 83 011 60 012 28 019 015 36 05 014 38 015 66 026 32 039 027 52 88 028 17 040 00 049 50 49 049 52 049 53 009 31 018 015 69 03 011 88 012 30 018 91 016 25 24 019 35 019 46 015 08 049 47 45 015 69 019 55 019 56 019 017 60 47 019 59 040 38 041 017 68 50 009 32 012 41 016 47 012 51 45 015 89 012 02 012 24 016 012 94 29 015 04 016 61 012 36 019 016 33 34 019 34 019 37 019 38 017 008 46 56 019 01 019 02 016 64 019 017 17 20 019 18 019 11 013 019 30 12 016 21 019 09 017 21 019 017 10 37 019 31 017 19 019 32 019 42 41 012 92 019 51 038 16 046 41 18 046 82 048 34 046 84 016 015 86 13 019 69 017 54 018 92 016 048 20 35 048 33 016 40 017 38 08 017 78 021 85 040 67 040 048 62 32 021 87 022 03 022 04 022 22 02 051 62 051 63 051 64 051 91 69 051 96 052 05 052 17 051 052 65 23 052 18 052 02 052 19 28 052 26 052 27 052 03 052 21 20 052 22 051 66 051 70 051 67 71 051 68 052 31 051 72 051 82 81 051 83 051 84 051 85 051 89 94 051 75 051 78 051 79 052 051 24 80 052 25 051 73 051 95 77 051 74 051 90 051 92 051 97 93 051 98 051 86 051 87 051 76 88 052 30 052 08 052 16 052 01 00 052 12 052 04 052 06 051 052 99 07 052 13 052 14 052 15 052 11 09 052 10 010 09 013 26 28 013 96 014 25 014 43 015 29 25 015 55 016 27 016 50 016 88 52 017 15 017 23 017 32 017 43 34 017 77 017 87 018 01 019 018 04 96 019 15 019 24 019 63 43 020 84 020 91 020 92 039 038 13 21 041 00 041 18 042 77 044 043 41 47 044 76 045 41 047 75 047 78 77 047 83 047 87 047 90 047 95 91 048 08 048 10 048 15 048 30 28 048 38 048 47 016 049 17 95 017 26 044 45 013 29 017 61 12 017 83 017 88 019 03 043 19 18 014 84 017 45 044 80 019 62 61 011 98 014 72 041 06 019 015 71 60 038 62 038 56 042 84 019 045 88 63 047 32 020 27 043 041 87 24 040 33 041 08 041 10 045 042 40 85 012 03 039 53 039 55 040 016 43 16 013 70 020 83 043 17 017 27 00 017 49 038 38 015 90 017 36 44 016 18 017 73 039 019 38 48 017 41 017 48 017 55 017 039 75 36 017 85 017 63 017 65 045 019 22 45 017 71 019 97 014 64 019 016 14 26 038 59 019 19 019 20 017 30 25 017 28 017 22 017 24 048 019 16 23 017 33 019 22 019 49 28 016 42 016 98 018 25 018 017 32 99 018 10 018 14 018 27 021 018 04 20 010 44 016 81 016 62 017 05 02 016 74 016 83 018 74 018 73 85 018 77 018 81 016 71 047 016 12 76 019 72 045 83 017 018 92 89 043 20 043 21 045 87 041 56 36 018 87 025 80 044 78 046 045 02 29 047 00 047 33 048 14 045 044 62 77 013 12 044 21 016 99 046 013 53 78 045 48 048 04 048 047 37 74 048 36 038 51 043 60 043 63 61 043 90 045 44 045 80 045 35 82 045 81 013 73 040 24 040 39 28 040 40 040 47 039 45 015 039 07 46 015 18 016 68 016 69 016 015 00 09 039 41 041 76 045 044 10 73 015 68 040 25 046 52 011 010 69 97 015 58 014 98 016 13 015 78 65 015 85 014 56 015 88 019 27 40 019 53 015 59 016 14 019 014 54 94 015 26 040 52 041 017 32 58 018 93 018 94 015 57 049 046 88 08 015 98 040 45 042 83 040 045 22 79 047 25 044 90 041 42 016 041 05 52 019 07 016 80 018 97 019 041 08 70 019 89 015 19 015 72 019 016 21 43 039 16 040 19 047 043 80 14 020 03 040 14 015 93 019 039 85 15 017 10 019 16 019 25 013 019 94 26 047 35 014 83 026 56 020 019 23 93 043 91 041 80 047 22 045 044 66 86 045 43 045 54 045 90 015 046 95 81 042 75 041 66 041 044 60 31 046 59 016 07 041 72 040 043 12 82 040 32 045 73 019 91 044 047 37 06 042 86 044 50 044 59 042 020 66 13 045 75 044 66 045 64 044 038 79 64 046 42 043 97 046 045 96 45 044 75 047 04 000 21 009 66 54 009 68 009 65 009 63 009 72 51 009 62 009 56 009 57 009 58 64 009 71 009 61 009 52 009 70 53 009 73 009 74 009 75 012 002 81 30 012 52 011 81 011 55 38 013 14 011 79 009 55 009 69 67 009 59 039 88 009 60 009 78 76 013 53 013 82 000 59 018 000 44 90 000 83 003 33 000 88 003 26 77 003 36 003 35 003 40 003 41 43 000 82 003 20 003 23 22 003 24 000 85 002 35 001 00 000 86 003 19 003 25 003 28 000 003 42 29 001 36 000 78 003 18 013 50 32 000 48 000 54 000 58 000 56 60 000 61 000 53 000 46 55 000 57 003 87 001 03 001 62 61 001 07 001 09 001 04 001 06 05 001 41 001 42 001 39 001 58 75 002 31 002 32 001 59 001 60 74 011 15 011 59 011 18 013 011 05 16 012 42 012 61 013 012 13 55 012 87 012 60 012 80 013 04 08 013 06 013 07 001 91 001 93 92 001 94 001 95 001 96 002 17 16 002 12 002 13 002 14 001 98 97 001 99 002 63 002 64 002 66 65 002 67 002 68 002 10 09 002 11 002 15 002 51 002 53 52 002 45 002 46 002 48 002 50 49 002 47 002 70 002 71 013 002 31 69 013 42 013 34 013 39 013 38 37 013 35 013 33 013 41 36 013 40 013 46 013 47 013 44 43 013 45 013 48 013 49 024 20 19 024 21 024 22 024 23 024 35 34 024 36 024 24 024 28 024 31 29 024 30 024 25 024 32 024 26 33 024 27 036 93 038 036 03 99 036 97 000 43 003 37 001 000 34 66 001 35 003 39 002 03 002 04 05 002 76 002 07 002 20 002 06 08 002 77 002 75 002 80 002 21 00 002 79 002 58 002 59 002 01 78 002 02 002 54 002 56 55 002 60 002 62 002 61 002 72 18 002 74 002 73 002 19 002 57 22 002 23 002 24 002 25 001 002 01 26 001 02 001 08 001 56 002 001 99 63 003 04 001 40 001 44 43 001 45 001 57 003 27 002 001 27 55 002 28 002 33 002 34 003 002 00 29 003 03 003 01 003 02 003 06 05 003 07 003 14 003 16 001 003 28 15 001 29 001 30 001 31 001 32 33 003 11 003 12 001 003 82 13 001 84 001 83 001 85 001 86 87 001 88 001 89 001 90 001 20 19 001 26 001 25 001 27 001 24 21 001 22 001 23 001 37 002 001 87 38 002 89 002 88 001 73 001 80 79 001 81 001 76 001 77 78 002 81 002 82 002 83 002 85 84 002 86 002 95 002 98 002 97 96 002 90 002 91 002 92 002 94 93 050 72 050 77 051 08 050 82 78 051 32 051 38 050 051 79 34 050 87 050 88 050 89 051 09 07 051 27 051 37 051 39 051 050 23 99 051 24 051 22 051 49 051 29 28 050 92 050 94 050 93 051 44 42 051 47 051 12 051 58 051 14 59 051 52 051 54 051 57 53 050 97 050 98 051 13 051 17 19 051 18 050 73 050 74 050 051 83 48 050 84 051 43 051 02 051 04 03 051 33 004 51 004 53 004 61 52 004 55 004 62 004 63 60 004 64 004 65 004 70 004 59 54 004 56 004 57 004 58 004 67 66 004 68 007 47 007 07 007 009 26 42 007 66 009 38 008 29 007 008 09 12 007 73 007 36 007 28 008 007 24 30 007 32 007 33 007 38 34 007 39 008 00 007 98 009 30 17 009 18 009 19 009 37 009 45 50 009 20 009 24 009 21 009 22 25 009 23 009 39 009 40 009 43 41 009 44 007 40 008 19 007 60 59 007 55 007 56 007 64 63 007 65 007 68 007 67 007 41 69 007 52 008 06 008 87 008 79 61 007 42 008 04 008 05 007 48 43 007 44 007 57 007 50 007 46 51 007 53 007 54 005 007 81 70 005 93 005 87 006 12 005 86 85 006 08 005 82 005 83 005 88 84 005 89 005 90 006 02 006 24 39 006 40 006 31 006 10 006 26 35 006 38 006 27 006 37 006 03 34 006 05 006 23 008 63 43 006 11 006 14 007 61 008 62 55 006 16 006 20 006 21 006 28 32 006 29 006 30 006 33 008 78 13 006 61 008 72 008 90 008 82 86 008 14 008 65 008 69 008 76 66 008 67 008 85 008 77 75 008 89 008 48 008 50 008 70 84 006 36 008 25 007 75 006 007 77 008 20 008 07 008 15 007 96 45 007 99 007 49 007 92 008 28 23 008 26 008 27 008 16 08 008 21 008 10 008 30 005 92 91 005 94 005 95 005 96 005 006 97 00 006 17 005 99 006 19 007 02 01 007 24 007 21 007 22 008 45 41 008 47 008 42 008 46 008 31 49 008 33 008 51 008 34 32 008 35 008 36 008 37 008 39 38 007 03 007 06 008 44 007 15 10 007 91 008 11 007 05 007 72 71 007 74 007 79 007 76 007 11 78 007 12 007 13 007 14 007 18 20 007 19 007 16 007 85 17 007 90 007 86 007 80 008 007 02 82 007 81 007 83 007 89 007 88 84 007 87 004 94 005 27 005 03 02 005 43 005 05 005 07 004 005 95 08 004 98 005 00 005 004 04 99 004 97 005 06 009 14 005 38 28 005 39 005 44 005 29 005 30 46 005 33 005 36 005 34 005 31 40 005 42 005 32 005 47 005 49 41 009 13 009 33 014 87 005 48 37 006 87 006 96 009 16 15 009 35 009 36 009 34 006 005 63 64 006 64 006 91 006 65 006 007 62 23 006 67 006 68 006 70 006 78 95 006 84 006 74 006 79 006 90 80 006 97 006 82 006 92 006 41 93 006 42 006 57 006 52 51 006 56 006 83 006 43 006 50 45 006 59 006 44 006 58 006 54 49 006 53 006 60 006 46 006 48 47 006 88 006 55 008 97 009 008 26 98 009 27 009 28 009 47 29 009 49 009 48 006 69 006 73 72 006 98 006 85 006 71 006 007 75 27 006 86 006 99 006 76 009 007 46 31 007 04 007 25 008 40 007 08 62 007 37 007 29 007 94 008 000 52 44 003 88 000 63 009 003 84 78 009 86 009 85 003 55 003 92 68 003 89 003 90 003 56 003 72 58 003 83 003 65 003 75 003 70 74 003 71 003 53 003 54 011 009 27 82 003 85 003 86 003 67 52 003 59 003 62 003 63 003 93 64 003 97 003 94 003 95 003 98 96 004 00 004 01 000 70 000 003 80 99 009 80 026 28 032 57 003 38 001 65 010 13 003 08 003 09 001 003 10 001 70 001 71 001 009 66 79 001 68 001 72 001 67 002 001 36 69 002 38 002 41 002 37 002 43 42 002 39 002 40 002 44 001 17 11 001 12 001 16 001 18 001 14 13 001 15 001 46 001 47 001 50 48 001 54 001 53 001 51 49 001 52 000 97 034 23 003 001 50 64 003 51 003 91 003 57 029 005 63 20 014 46 029 54 029 52 034 009 35 89 014 12 014 20 009 92 009 99 93 010 01 010 00 014 31 09 014 49 031 13 031 14 034 031 54 33 034 55 031 22 034 25 034 24 34 034 26 034 31 034 27 004 034 91 33 004 93 005 10 005 16 005 004 01 96 005 09 005 12 005 15 005 13 14 005 11 005 19 005 18 17 004 92 005 26 005 77 005 74 23 005 78 005 61 005 51 005 68 57 005 21 005 25 005 70 005 50 73 005 60 005 54 005 62 005 79 71 010 07 032 24 032 30 029 032 43 59 030 63 032 19 034 30 29 029 91 033 32 029 95 033 21 05 033 31 033 20 033 28 033 36 27 030 08 050 35 050 33 050 029 26 39 029 82 050 38 050 24 030 050 07 29 033 18 033 12 033 23 41 033 38 033 39 033 42 033 09 40 033 24 033 29 033 35 033 26 14 033 15 033 33 033 34 010 03 02 034 40 050 07 050 15 010 050 04 11 050 06 033 37 050 16 030 050 49 08 031 25 031 17 031 034 07 37 031 28 031 38 034 39 028 050 52 01 030 61 034 01 030 09 031 033 31 10 050 04 050 27 029 81 029 033 90 25 030 01 030 02 030 54 033 030 19 03 050 32 050 02 050 03 050 31 05 050 37 039 82 049 050 62 39 050 30 028 35 031 09 034 030 38 52 049 78 050 13 030 46 030 89 55 030 69 033 80 034 21 034 033 44 57 034 50 034 43 034 48 034 42 41 034 47 034 52 034 031 28 08 034 53 031 10 031 11 031 032 35 031 36 050 34 026 43 030 034 68 17 033 90 033 92 030 56 034 09 03 034 15 031 55 034 07 031 028 77 79 030 48 030 76 030 80 031 027 72 32 030 51 030 47 033 030 91 030 88 033 89 028 66 033 030 52 70 030 77 034 08 034 10 030 034 50 16 030 90 030 62 030 59 033 79 78 033 76 033 84 034 18 030 72 53 030 74 031 00 030 66 030 73 83 030 92 030 93 030 67 57 030 75 030 82 030 98 033 94 030 97 033 75 033 77 034 06 034 033 00 72 034 02 033 73 033 74 027 033 62 88 028 82 029 60 032 55 028 81 49 029 02 029 23 032 14 17 032 15 032 48 028 03 028 032 69 52 029 09 032 41 032 67 028 032 45 66 032 46 029 04 029 12 028 029 46 26 028 47 029 21 028 77 032 31 27 029 00 028 96 032 26 032 37 25 032 16 032 28 032 028 51 97 029 56 029 58 029 62 029 17 16 029 64 032 43 032 53 032 029 32 28 032 33 032 45 029 55 032 029 47 57 030 00 033 16 033 13 028 050 31 23 028 85 028 74 029 028 19 98 028 38 028 87 028 57 028 029 37 50 029 49 028 41 029 83 028 029 39 85 029 27 028 53 028 84 029 028 01 44 029 53 029 20 032 40 033 029 11 22 029 86 029 89 033 17 032 029 22 99 029 78 029 79 030 14 10 029 80 029 88 030 12 029 030 48 13 031 01 031 03 031 02 029 031 92 04 030 11 030 94 032 36 033 44 43 033 45 029 93 029 98 031 37 27 029 94 031 21 031 16 031 20 18 034 32 031 19 031 05 23 031 12 031 34 031 39 031 26 06 031 32 000 75 003 73 011 009 95 77 010 75 010 94 010 91 012 48 50 012 08 012 07 011 80 013 012 10 85 010 87 010 88 010 92 90 012 67 010 10 014 03 009 98 97 011 23 011 35 012 68 014 050 06 25 014 26 029 05 028 50 040 89 86 028 60 028 63 040 87 028 040 61 88 040 81 040 95 005 66 028 014 59 01 028 24 032 42 029 030 66 65 032 38 032 44 014 42 033 028 08 56 029 72 032 78 039 91 032 040 34 90 034 12 034 22 032 50 032 77 54 032 79 014 45 028 54 028 040 73 96 028 75 029 03 030 81 028 91 30 029 42 028 33 028 031 36 49 028 48 025 60 029 15 026 025 51 67 025 70 028 06 026 44 028 027 21 23 028 23 027 97 028 18 031 030 71 99 030 45 030 84 030 85 040 99 98 029 59 032 64 032 62 61 032 63 032 65 032 68 028 032 42 69 028 43 032 29 029 51 032 20 18 032 21 028 99 039 86 039 85 83 029 30 029 68 028 65 032 58 74 029 18 032 49 039 87 039 89 90 014 60 028 83 029 47 33 032 73 032 84 029 08 029 75 11 028 76 032 56 032 75 040 032 83 91 028 51 028 55 028 64 029 65 07 029 70 033 03 032 98 032 025 70 87 032 87 032 71 032 72 029 29 24 029 61 040 92 033 02 029 31 032 76 040 82 029 67 040 032 91 93 040 97 028 70 032 90 032 86 80 032 88 032 85 032 99 032 033 89 01 033 00 032 94 032 97 005 033 24 04 005 56 005 69 005 80 76 005 55 005 65 005 67 005 53 52 013 75 013 85 013 91 005 013 59 98 005 63 013 64 013 72 009 010 87 12 014 61 014 35 050 22 028 009 86 96 009 88 009 91 009 90 009 95 94 038 83 050 28 034 031 45 29 038 80 034 36 034 46 034 51 49 039 06 020 41 020 42 020 94 93 020 99 021 00 005 58 014 013 02 59 030 64 032 23 049 60 038 75 74 038 76 038 77 038 79 038 81 94 013 66 050 00 039 031 84 24 050 12 050 17 050 14 028 018 40 43 038 89 038 93 038 73 039 038 92 87 038 78 038 82 038 84 039 038 03 90 038 86 039 00 038 88 038 98 97 038 92 038 99 039 02 01 009 81 038 15 050 09 033 050 22 36 049 40 050 20 049 59 049 85 82 049 80 049 83 049 94 049 97 84 049 81 050 18 049 87 050 049 21 96 049 91 049 98 029 87 049 029 43 96 049 44 049 41 049 58 57 049 42 029 97 049 79 049 64 61 033 07 049 76 050 19 049 033 65 06 049 77 027 94 030 06 033 030 30 05 049 66 049 55 049 56 049 69 68 049 70 049 71 049 72 031 30 15 038 18 038 19 005 038 75 22 030 39 030 23 030 34 034 030 11 43 010 16 010 05 014 23 033 61 60 033 62 034 13 028 92 030 029 32 46 033 55 033 56 033 58 038 034 20 030 22 033 54 033 59 50 033 67 033 68 033 70 030 014 36 14 030 26 030 29 030 15 030 18 16 030 28 030 21 030 25 033 030 46 20 033 63 033 65 033 53 033 47 99 033 66 033 49 033 51 033 64 48 030 17 030 27 030 35 19 030 30 030 37 030 38 039 010 08 06 013 54 025 78 028 94 014 34 24 020 51 038 24 025 77 020 040 61 60 020 62 014 52 020 53 013 020 65 54 025 64 039 58 028 027 08 30 027 46 013 81 025 75 025 040 53 57 039 57 026 34 013 92 014 013 16 93 014 44 013 76 013 77 039 028 56 28 039 96 013 90 026 76 029 028 25 12 020 39 020 40 027 48 028 029 67 14 026 07 026 66 028 027 27 04 028 89 028 90 030 95 026 82 53 030 79 030 86 014 32 028 026 13 59 039 49 026 46 040 58 039 47 54 049 54 026 63 049 51 038 049 65 74 040 30 041 46 038 25 039 040 22 59 041 44 010 14 049 025 46 94 025 92 025 93 014 65 027 026 52 86 026 87 027 44 027 43 026 91 15 026 72 027 99 025 59 027 35 14 027 12 027 27 027 28 039 027 66 19 025 84 027 09 027 69 34 026 96 026 99 027 86 026 94 92 027 10 027 13 026 19 027 026 06 20 027 71 027 80 027 07 027 73 72 027 78 025 50 026 08 027 026 67 71 026 13 027 17 026 75 027 040 38 61 029 36 029 38 040 032 93 92 025 52 027 90 026 37 039 027 60 70 026 41 027 33 025 90 026 12 04 027 82 026 67 026 16 031 027 62 41 038 27 031 50 027 15 027 45 42 026 83 027 08 027 11 027 74 66 025 83 026 93 049 027 73 56 026 06 049 75 026 10 026 11 14 025 91 026 80 026 03 026 028 05 10 026 23 026 81 026 17 028 026 02 98 026 21 026 79 049 67 040 028 85 80 025 99 026 00 026 69 01 028 01 026 02 026 09 026 85 68 027 79 027 75 027 83 027 026 76 78 027 77 027 81 010 08 029 039 69 07 029 73 029 35 039 09 029 049 71 86 029 76 020 45 020 46 021 11 03 021 12 028 58 029 028 77 62 028 72 040 94 029 74 031 028 48 71 032 95 032 96 028 68 031 029 59 32 028 93 031 61 010 15 012 009 49 83 049 92 012 40 018 48 017 018 39 72 017 40 018 54 018 55 031 51 46 031 56 031 58 013 031 95 60 014 00 015 23 040 20 031 038 54 26 031 57 033 69 026 54 030 028 44 32 029 44 039 14 039 98 030 026 31 55 028 88 029 40 039 94 011 039 76 99 013 58 019 13 013 68 57 046 04 025 65 039 12 041 039 54 59 041 58 012 69 040 75 029 040 06 76 013 87 013 88 013 97 019 018 57 018 58 040 78 020 31 031 53 52 011 83 012 59 013 89 038 014 33 68 013 67 018 63 019 015 87 75 041 28 042 51 011 70 040 013 35 99 038 67 039 24 046 13 047 046 39 35 039 39 040 17 041 38 042 36 27 043 22 044 70 045 30 012 86 84 017 81 018 16 013 80 018 013 29 86 018 30 018 15 018 22 21 018 24 020 73 020 74 040 014 63 17 020 77 020 78 018 60 018 68 67 020 97 020 98 018 61 016 018 95 62 016 97 016 96 018 52 018 59 53 013 62 034 19 028 027 00 49 026 70 032 09 031 80 026 025 95 54 031 81 025 62 026 22 025 76 73 025 74 025 81 025 82 025 55 88 031 84 025 57 026 27 026 031 42 83 031 86 031 82 031 85 026 031 38 89 027 98 039 72 028 039 05 73 031 87 028 26 039 71 026 025 89 51 027 18 032 05 026 18 027 032 26 07 027 31 027 37 026 26 026 57 61 040 64 027 29 027 68 039 026 81 97 039 79 027 59 027 16 85 027 54 032 06 025 58 027 031 36 65 032 81 032 82 026 74 027 87 39 027 89 028 09 028 16 028 34 14 029 13 026 84 028 78 027 026 84 88 025 56 027 57 027 65 027 031 50 63 039 65 039 74 039 75 76 025 98 028 20 029 10 026 040 49 66 032 13 040 65 026 29 026 028 30 22 031 95 027 03 027 24 039 67 62 039 69 039 70 039 78 025 039 66 80 031 75 039 63 027 21 027 51 22 027 53 025 68 027 028 01 07 027 64 027 95 025 69 027 026 93 35 026 45 031 64 039 68 027 025 61 95 026 73 032 83 027 00 027 60 58 027 63 025 97 030 04 039 77 64 028 95 031 47 031 026 74 25 032 02 031 68 031 96 031 027 73 05 031 70 031 97 027 25 031 91 76 031 67 031 69 031 66 031 79 78 031 90 031 99 031 93 031 92 94 032 12 032 10 031 98 032 08 01 032 03 032 04 032 031 11 88 032 00 025 61 027 47 025 028 96 25 027 40 025 63 026 48 027 025 55 72 027 02 027 20 025 71 025 026 85 40 026 24 028 15 026 31 026 027 36 91 026 90 026 39 027 92 025 026 86 62 028 19 026 50 030 58 87 030 71 030 60 030 78 033 029 93 34 033 98 034 05 030 96 033 039 95 61 033 85 033 86 034 14 033 96 81 033 82 033 83 033 87 034 033 04 97 011 01 024 59 024 54 38 024 53 024 58 047 93 024 91 37 024 42 024 44 040 71 024 60 48 024 55 040 70 024 56 024 61 62 022 24 047 92 048 50 024 048 77 51 030 24 022 25 024 68 024 85 70 024 89 040 69 048 40 49 024 43 024 47 024 82 024 46 45 024 66 024 69 024 67 024 040 92 73 024 65 040 72 014 10 045 038 03 72 045 04 020 87 039 30 015 049 43 89 029 37 041 64 015 24 020 042 05 50 042 74 045 16 044 043 62 13 020 79 043 95 039 27 046 043 14 96 038 43 042 72 048 02 042 041 71 91 043 39 043 48 044 82 046 16 10 046 17 046 20 046 70 014 044 57 29 016 22 040 07 018 046 37 51 018 38 018 46 018 47 018 95 49 019 79 019 95 038 37 040 039 74 18 041 26 043 64 044 84 047 046 67 64 048 44 048 45 048 46 049 048 90 48 049 93 015 61 018 71 016 53 29 046 50 015 00 020 041 15 12 040 15 042 89 040 79 020 045 69 05 042 97 041 02 041 04 018 043 65 86 030 33 018 66 030 41 030 029 40 45 030 42 040 84 015 14 024 039 52 93 029 41 038 02 040 77 024 040 57 80 024 64 024 90 024 74 76 024 78 024 73 024 72 012 024 34 63 017 60 014 33 016 44 012 018 37 09 017 70 018 83 018 84 038 35 31 041 57 041 33 041 35 015 013 91 69 019 73 041 47 044 041 98 97 014 27 014 82 038 66 041 55 01 043 11 013 51 024 49 024 51 50 024 84 024 83 041 77 045 044 34 26 045 23 045 08 045 24 045 92 31 046 98 047 01 043 15 044 043 89 94 044 94 045 19 047 043 27 78 047 28 014 11 020 85 020 015 55 87 020 56 043 42 046 93 018 017 40 35 018 79 017 96 041 73 039 043 21 79 043 77 044 96 013 71 040 018 18 19 017 57 020 60 038 020 63 33 038 68 020 66 040 05 040 015 34 30 015 49 020 59 013 79 016 23 49 016 54 016 35 016 36 040 014 36 08 020 57 038 40 040 08 015 040 12 49 020 28 015 39 014 21 015 014 37 54 016 37 016 03 016 02 01 014 19 046 07 020 34 020 47 48 039 29 020 86 045 06 045 040 07 16 045 67 043 36 045 98 046 045 00 95 020 25 020 65 020 80 038 39 17 038 46 039 42 040 51 041 94 93 042 20 042 22 043 042 03 30 043 05 043 32 043 33 043 41 40 043 43 043 44 043 65 043 68 67 046 09 046 28 046 30 046 37 31 046 43 046 46 046 48 046 65 54 046 69 046 76 046 83 78 046 88 046 89 046 90 047 046 07 92 047 19 047 20 047 44 047 62 45 047 69 048 19 038 70 043 040 38 21 043 45 043 51 047 29 046 020 44 63 047 42 042 12 042 59 038 043 29 041 84 041 89 038 041 41 98 042 76 043 09 044 67 046 042 60 26 043 24 043 49 045 20 014 047 36 08 043 66 045 86 043 31 039 038 50 28 018 02 045 94 046 01 040 020 54 68 041 29 041 63 014 58 038 021 23 06 038 30 020 52 046 040 15 06 040 10 041 92 047 50 040 04 01 041 85 040 02 041 90 019 013 90 52 016 12 015 02 016 55 019 020 47 11 014 74 015 31 020 19 019 014 65 77 021 09 021 10 014 013 75 56 016 51 020 32 021 08 019 021 66 01 020 17 019 96 020 35 014 53 41 021 02 014 05 019 39 015 64 47 016 33 014 28 021 07 021 039 05 97 039 95 013 55 016 30 015 27 44 015 28 014 80 014 85 81 014 86 015 01 015 33 016 015 85 34 015 21 016 56 015 96 020 016 07 63 020 12 041 71 014 22 015 016 16 65 016 39 015 32 016 19 015 016 41 32 015 82 015 81 015 52 016 015 11 70 015 71 015 94 016 15 08 016 45 016 48 016 28 014 020 92 09 039 23 041 50 045 46 016 045 10 47 038 50 015 97 041 48 018 042 11 44 017 97 017 98 042 43 016 047 41 79 020 02 042 45 042 96 48 043 75 047 05 047 53 024 71 41 024 80 018 06 043 72 018 043 08 80 020 49 020 50 020 58 040 024 09 75 041 88 041 95 042 01 042 18 15 042 24 042 25 042 28 042 31 29 042 32 042 33 042 35 34 042 37 042 54 042 58 042 93 88 042 95 043 16 043 25 044 91 55 044 92 045 17 045 27 045 91 72 045 97 045 99 046 19 046 22 21 046 24 046 25 046 26 046 29 27 046 38 046 45 046 49 47 046 55 046 56 046 57 046 67 61 046 77 046 79 046 80 047 046 36 85 047 70 042 05 042 55 047 045 17 96 042 10 014 95 017 56 020 017 01 90 042 23 046 23 047 55 54 047 57 047 58 047 59 047 61 60 047 73 047 76 047 81 047 85 82 047 89 047 98 048 03 048 07 06 048 11 048 17 048 20 048 22 21 048 24 048 27 048 29 048 43 42 038 53 017 80 038 018 45 03 020 44 042 39 042 42 020 43 37 040 55 041 40 043 28 046 91 71 047 38 047 46 047 48 047 65 63 041 86 020 75 020 76 042 041 46 82 047 68 017 67 019 76 99 017 79 019 81 019 82 018 043 99 76 019 77 019 78 020 00 019 017 00 69 019 44 019 70 019 75 041 019 14 58 041 22 046 68 046 72 046 74 73 047 66 048 09 048 12 048 038 13 60 048 01 048 05 043 042 12 47 043 99 044 83 045 14 047 96 64 047 97 047 99 048 23 045 044 59 01 044 87 048 00 046 40 041 020 20 16 047 56 047 71 047 72 047 86 84 047 88 048 18 048 25 048 31 26 048 39 048 41 043 038 81 44 012 04 040 48 040 31 014 040 15 44 040 50 015 80 040 41 026 014 58 30 026 60 028 11 041 30 015 041 35 34 016 58 016 60 016 67 016 66 59 016 90 018 05 016 91 93 016 92 012 31 015 11 016 015 04 15 014 63 014 97 015 56 015 74 99 016 72 014 67 015 51 015 53 46 015 54 017 95 019 83 014 013 50 74 014 51 014 07 014 13 014 59 04 014 70 015 84 040 015 29 83 014 47 015 20 014 55 014 62 71 019 94 016 31 014 91 014 016 90 06 014 96 015 17 015 42 015 77 50 013 61 016 75 014 78 016 78 77 016 89 014 66 015 45 016 014 09 76 020 24 015 06 015 22 62 015 40 015 79 015 63 019 015 98 67 015 73 016 73 016 82 019 017 84 13 017 86 019 86 018 80 018 90 98 016 87 041 67 014 73 020 014 10 93 017 84 017 89 018 017 04 93 014 88 015 10 014 99 045 044 38 12 013 83 018 00 018 12 018 36 28 016 46 016 79 018 41 018 020 13 36 018 35 018 39 018 42 016 84 57 017 06 017 09 017 07 017 016 04 70 018 78 018 82 018 017 88 03 018 76 018 86 014 48 044 014 53 79 042 79 018 17 041 65 041 038 31 34 038 49 044 68 039 44 043 020 34 70 039 28 042 92 043 59 043 040 58 03 026 77 033 71 046 12 039 046 48 32 046 99 041 53 041 039 16 31 015 92 018 07 046 94 041 21 19 017 52 038 48 020 30 040 038 23 32 041 23 041 59 040 42 019 041 74 61 038 85 041 05 039 32 040 044 26 08 044 30 039 35 020 045 88 56 045 71 039 20 041 43 041 046 81 05 044 13 041 83 020 38 042 09 00 042 06 042 11 045 88 042 047 57 47 039 33 044 28 044 52 043 039 73 34 042 41 043 70 044 93 039 044 43 20 043 01 041 99 042 82 02 043 54 043 55 044 24 044 47 44 044 57 047 43 045 09 041 047 51 02 044 49 044 71 045 69 045 047 93 26 047 18 017 01 017 66 018 017 26 42 018 31 018 64 041 25 025 018 89 70 041 27 018 75 019 041 50 03 041 49 041 15 041 17 041 09 07 041 11 017 51 017 59 017 019 53 92 020 04 020 14 020 21 020 017 67 68 020 06 017 72 047 94 041 046 37 87 041 41 044 64 017 041 62 39 017 64 020 26 041 13 019 017 52 74 020 18 017 76 020 08 041 019 69 80 041 79 017 82 041 45 042 045 08 50 045 53 045 84 043 92 042 017 81 91 041 75 019 67 019 68 047 042 31 07 013 60 040 46 015 038 36 61 039 25 038 36 039 37 044 041 43 78 039 40 038 71 045 00 045 043 32 71 040 53 040 56 042 91 044 09 97 020 22 042 19 047 37 042 047 17 41 042 21 043 88 042 40 047 042 21 70 013 84 044 17 044 026 38 65 045 89 046 03 047 34 046 045 06 76 020 64 038 47 026 64 038 043 69 46 040 37 043 56 043 62 042 014 03 69 042 87 042 60 044 65 045 044 58 74 038 54 042 64 042 80 67 042 78 044 32 014 18 043 042 06 16 043 52 044 00 042 99 045 78 37 047 09 047 03 044 99 044 014 14 37 044 39 045 01 045 25 047 045 49 36 044 02 045 49 043 74 044 54 16 044 56 044 63 045 044 11 69 044 10 045 13 045 85 045 038 39 58 044 15 044 06 044 35 044 047 51 15 044 72 044 95 045 21 043 045 89 28 045 68 045 74 047 10 047 51 23 044 07 044 19 045 044 02 27 014 29 015 86 020 20 041 038 62 42 043 27 044 60 042 62 044 043 40 10 038 55 042 52 044 42 042 038 73 57 042 63 042 49 043 98 040 27 13 042 65 042 68 041 74 043 042 04 69 044 48 014 89 044 046 03 63 038 52 044 11 044 36 020 045 29 55 041 87 043 08 043 26 043 83 53 044 33 044 58 045 26 045 51 42 045 52 045 61 046 62 046 86 75 046 97 043 84 044 04 047 046 11 39 047 24 047 52 020 047 71 30 020 72 041 96 043 50 044 043 88 69 046 11 046 33 046 36 039 19 17 043 93 046 66 039 26 042 040 13 11 043 07 043 85 042 56 042 90 61 042 94 043 02 044 043 18 57 044 23 044 46 045 18 045 60 57 045 65 046 34 047 13 042 047 14 40 042 98 043 00 043 23 043 044 30 34 044 05 044 61 046 58 043 042 37 38 044 22 042 53 042 04 047 043 16 35 044 25 045 12 044 046 81 95 044 85 045 77 047 14 045 33 15

A L L

Si t e s PA Di s t a n c e

50

DA T A 5 2 4 9 x8 8 3 G -2 (Ob j e c ti v e Fu n ct i o n )

In f o rm at i o n

1 .

9 E + 03

Re m ai n i n g 50

(% )

Cl u s te r

25 2.8E +0 3

2 5

0 3 .

7 E +

0 3

0

SF V P A G 0 2 1 44

Figure 3: Dendrogram showing the sites clustered in two major groups, woody and herbaceous. A data matrix of 5249 sites x 883 species containing species presenceabsence data were used for classification.

12

The sites were primarily grouped into two groups. One group primarily consisted of herbaceous sites, while sites in the other group were predominantly woody. However, many of the sites linked at the lower within the second group were herbaceous sites. A close examination of those sites revealed that they were either in disturbed areas and had some woody component, or were unique in their species compositions.

3.4 Herbaceous Vegetation Classification Marshes and prairies dominated by herbaceous vegetation are the major habitat in south Florida, and cover most of the Everglades, extending from Lake Okeechobee to the coast. In the coastal areas, marsh vegetation consists of plant species that are tolerant to brackish environments. In the classification of sites with herbaceous vegetation, most coastal sites were separated as outliers, suggesting a distinct group, hereafter termed as ‘salt marsh’, at the very upper level of the hierarchical classification tree. In the cluster analysis of freshwater marshes, the grouping of sites was influenced by the disturbance levels at each site, and soil and hydrologic conditions. Sites from the disturbed areas, particularly those from hole-in-thedonut, where vegetation was once cleared, had vegetation consisting of mostly forbdominated primary colonizers. In the classification of freshwater marshes, these sites together with few other disturbed sites scattered across the Everglades and BICY, formed a distinct group that separated out from rest of freshwater marsh. Most freshwater marsh sites clustered together depending on their species composition which was primarily concomitant with site hydrology. The groups were identified as seasonally flooded prairie, seasonally flooded marsh and semi-permanently flooded marsh. This level of grouping is not present in Rutchey et al. (2007). In the subsequent classification of these groups, clusters were first named based on life forms, and then diagnostic species of the groups, which were similar to level 4 and 5 in Rutchey et al. (2007), and alliances in ecological classification of terrestrial vegetation (NatureServe 2006). Clusters identified at various level of classification of marsh vegetation are described below.

13

Saltwort salt marsh Gulf Cordgrass salt marsh Dropseed salt marsh

Seasonally Flooded Wet Prairie

1 8 9 14 21

Seasonally Flooded Marsh

Semi-permanently/permanently Flooded Marsh Semi-permanently Flooded Broad-leaved Marsh Semi-permanently Flooded Graminoid Marsh

Ruderal freshwater Marsh

Oligohaline Salt Marsh Mesohaline Salt Marsh Hypersaline Salt marsh Mesohaline Salt Marsh (Keys)

Salt Marsh

Saltgrass salt marsh

_ SPABAKSM JUNROESM DISSPISM BATMARSM SPASPASM SPOVIRSM

HNW52G06

MARSH

Sand Cordgrass salt marsh Black rush salt marsh

MUHCAP_P CLAJAM_P SCHRHI_P SCHNIG_P CLAMIX_P OPEN_P PASMON_P RHY_PAS CLAJAM_M CLA_ELE OPEN_M CLAMIX_M RHY_CLA RHY_ELE ELEELO PANHEM_M ELE_CLA NYMODO_M ELE_PAN NYMAQU_M ELECEL_M ELECELCM SAGLAN_2 SAGLAN_M THAGEN_O PONCOR BACCAR LUDREP_M TYMDOM_M TYP_CLA TYP_MIX1 ANDVIR_M LUDMIC_M AND_MIX TYP_MIX2 BACMON_M MIKSCA_M MIT_SPE LEPFUS_M SAG_PRO

Freshwater Marsh

Muhly grass wet prairie Sawgrass wet prairie Little bluestem wet prairie Blacktop sedge wet prairie Sawgrass-mixed wet prairie Open Mixed prairie Gulfdue Paspalum wet prairie Paspalum-Beaksedge wet prairie Sawgrass marsh Sawgrass-Spike rush marsh Open Mixed marsh Sawgrass-mixed herbaceous marsh Beakrush –Sawgrass marsh Beakrush –Spikerush marsh Slim spikerush marsh Panicgrass marsh Spikerush–Sawgrass marsh White Water Lily marsh Spikerush-Maidencane marsh Banana Lily marsh Spikerush-dominated marsh Spikerush Coastal marsh Arrowhead marsh Arrowhead-mixed herbaceous marsh Alligator Flag marsh Pickerelweed marsh Lemon Bacopa marsh Primerose willow marsh Cattail-dominated marsh Cattail-sawgrass marsh Cattail-nixed marsh Broom sedge marsh Water primerose marsh Broom sedge-mixed herbaceous Cattail-nixed herbaceous marsh Water hyssop marsh Hempvine marsh Lax Hornpod-False Buttonweed Sprangletop marsh Arrowhead-Mermaidweed marsh

Figure 4: Schematic presentation of dedrogram re-constructed from the results of agglomerative hierarchical cluster analysis of herbaceous sites. 14

Description of Marsh vegetation types 5 Marsh (M) 5.1 Salt Marsh (MS) Salt marsh consists of mostly salt-tolerant or halophytic species that have developed the mechanisms to adjust to a range in environmental conditions influenced by salinity gradients, and periodic inundation in the South Florida coastal regions. As the result, salt marsh vegetation differs in species composition depending on the elevation gradients in the intertidal zones that not only differ in frequency and duration of inundation but also in salinity. In the present analysis, six types of salt marsh vegetation, grouped in three classes, oligohaline, mesohaline, and hypersaline, were identified (Figure 5). Of these six vegetation types, two types were represented by only two or less sites in the dataset, and they were found in Florida Keys.

Hypersaline Salt Marsh Oligohaline Salt Marsh

Mesohaline Salt Marsh (Keys)

Mesohaline Salt Marsh

Figure 5: Non-metric multidimensional scaling (NMS) ordination based on importance values of species at 41 salt marsh sites

15

5.1.1 Oligohaline Salt Marsh (MSO) This type of salt marsh is primarily dominated by low-salt (90% relative cover. Associated species that are characteristics of this vegetation type include ferns (Acrostichum danaeifolium and Blechnum serrulatum), cordgrass (Spartina bakeri), saltgrass (Distichlis spicata), christmasberry (Lycium carolinianum), among others. Saplings of red mangrove are also very common. 5.1.2.1.3 Gulf Cordgrass Salt Marsh (Spartina spartinae Salt Marsh) - MSMGs: This type of vegetation is present in Florida Keys. The vegetation is strongly (>80% relative abundance) dominated by gulf cordgrass (Spartina spartinae). The characteristics species of this vegetation type include other salt-tolerant species such as saltgrass (Distichlis spicata), saltmeadow cordgrass (Spartina patens), and dropseed (Sporobolus virginicus). 5.1.2.1.4 Dropseed Salt Marsh (Sporobolus virginicus Salt Marsh) – MSMGp: This type of vegetation is present in Florida Keys. The vegetation is strongly dominated by dropseed (Sporobolus virginicus). In this vegetation, other commonly present salt-tolerant species include gulf cordgrass (Spartina spartinae), saltmeadow cordgrass (Spartina patens), shoregrass (Monanthochloe littoralis) and saltgrass (Distichlis spicata).

5.1.3 Hypersaline Salt Marsh (MSH): This type of salt marsh is primarily dominated by high-salinity (18-30 ppt) tolerant species.

17

5.1.3.1 Hypersaline Succulant Salt Marsh (MSHS): Salt marsh is primarily dominated by high-salt tolerant succulants, such as saltwort (Batis maritima), glasswort (Sarcocornia sp.), and sea purslane (Sesuvium sp.). 5.1.3.1.1 Saltwort Salt Marsh (Batis maritima Salt Marsh) – MSHSb: Saltwort (Batis maritima)-dominated vegetation type is present in tidal zones in Cape Sable and south of West Lake. At some sites, chickenclaws (Sarcocornia perennis) and saltgrass (Distichlis spicata) are co-dominant with turtle weed. Other characteristic species of this vegetation type are sea daisy (Borrichia frutescens), sea purslane (Sesuvium portulacastrum), among others. More information on other associate species of this vegetation type is needed.

5.2 Freshwater Marsh (MF): Freshwater marsh communities are widespread in South Florida, and are primarily shaped by hydrology, nutrients and disturbances. Natural and disturbed communities are well separated, and cattail vegetation is present along a wide range of hydrology and disturbance (Figure 7), depending on the abundance of other species present in ths community (Appendix 2).

Figure 7: Non-metric multidimensional scaling (NMS) ordination based on importance values of species at 3,452 Freshwater Marsh sites. Points in ordination space represent centroids of site scores, averaged over vegetation type. (Outliers were not included in the ordination) 18

5.2.1 Seasonally Flooded Wet Prairie (MFW): Seasonally flooded freshwater prairies are short-hydroperiod marsh and are found in the area that gets periodically flooded for 3-7 months a year. 5.2.1.1 Seasonally flooded Graminoid Wet Prairie (MFWG): In short hydroperiod marl prairies, that are flooded for 3-7 months a year, marsh vegetation is characterized by a mix of graminoids that includes low-stature sawgrass (Cladium mariscus ssp. jamaicense), muhly grass (Muhlenbergia capillaris var. filipes), little bluestem (Schizachyrium rhizomatum), and black sedge (Schoenus nigricans), among others. In most places, these species, particularly the first three, are found together in different proportions. Based on the dominance of one or the other species, four types of freshwater graminoid prairies; Muhly grass, Little Bluestem , Sawgrass, Black-top Sedge Wet Praries, are described (Ross et al. 2006; Rutchey et al. 2007). The first three types have many species in common, but are distinguishable based on the relative abundance of dominant species (Appendices 2 and 3). 5.2.1.1.1 Muhly Grass Wet Prairie (Muhlenbergia capillaris var. filipes Wet Prairie) – MFWGm: This vegetation type is generally found in the seasonally flooded marl prairies in the southern Everglades, at the both eastern and western flanks of the Shark Slough, and Taylor Slough basin, and prairies in Big Cypress National Preserve (Figure 8). Muhly grass (Muhlenbergia capillaris var filipes)-dominated vegetation has the hydroperiod of less than 6 months, and it is frequently burned. In this vegetation type, sawgrass (Cladium mariscus ssp. jamaicense) and blue stem (Schizachyrium rhizomatum) are the next two most abundant species. Their high abundance occasionally makes the vegetation difficult to be distinguished. Other characteristic species commonly found in this vegetation are Panicum tenerum, Centella asiatica, Pluchea rosea, Rhynchospora microcarpa, Schoenus nigricans, Cassytha filiformis, Eragrostis elliottii, Andropogon virginicus, and Aristida purpurascens, among others. 5.2.1.1.2 Little Bluestem Wet Prairie (Schizachyrium rhizomatum Wet Prairie) – MFWGs: The vegetation type is characterized by the dominance of little bluestem (Schizachyrium rhizomatum) vegetation. It is commonly found in the marl prairies in the Taylor Slough basin, to the west of the Shark Slough, south of Old Ingram highway, and south-western part of Big Cypress National Preserve (Figure 8). This vegetation has short hydroperiod (4-7 months), and is generally present in frequently burned areas. In this vegetation type, sawgrass (Cladium mariscus ssp. jamaicense) and muhly grass (Muhlenbergia capillaris var filipes) are the next two most abundant species. Other associated species are Centella asiatica, Panicum tenerum, Rhynchospora microcarpa, Cassytha filiformis, Panicum virgatum, Rhynchospora tracyi, Pluchea rosea, Hymenocallis palmeri, Rhynchospora divergens, Eragrostis elliotti, Paspalum monostachyum, and Aristida purpurascens, among others.

19

5.2.1.1.3 Sawgrass Wet Prairie (Cladium mariscus ssp. jamaicense Wet Prairie) – MFWGc: In the seasonally flooded marl soils, sawgrass (Cladium mariscus ssp. jamaicense) is mostly of short stature, and dominates the vegetation in most parts of marl prairies, including frequently burned coastal prairies. In marl prairies, sawgrass often is present in high abundance mixed with muhly grass (Muhlenbergia capillaris var. filipes) and little bluestem (Schizachyrium rhizomatum) (Appendix 3). However, in disturbed areas and rough rocky-glades, the vegetation is much more diverse. The other characteristic species of this vegetation are Panicum tenerum, Centella asiatica, Cassytha filiformis, Rhynchospora tracyi, Pluchea rosea, Rhynchospora microcarpa, Phyla nodiflora, and Symphyotrichum bracei, among others. In disturbed areas, particularly near canals and in rough rocky-glades, the vegetation is much more diverse. In such area, the relative abundance of sawgrass is lower than 20%, and the species, such as Centella asiatica and others are present as codominants, suggesting two different associations under this vegetation type. These are, (i) 5.2.1.1.3.1 Sawgrassdominant Wet Prairie, and (ii) 5.2.1.1.3.2 SawgrassMixed herbaceous Wet Prairie. The characteristic species of the later vegetation type include the mix of species representing a wide range of hydrologic conditions. The characteristic species are Cladium mariscus ssp. jamaincense, Centella asiatica, Panicum tenerum, Eleocharis cellulosa, Rhynchospora tracyi, Schizachyrium rhizomatum, Pluchea rosea, Rhynchospora microcarpa, Muhlenbergia capillaries var. filipes, Bacopa caroliniana, Phyla nodiflora and Leersia hexandra Figure 8: Location map showing the sites with seasonally (Appendix 2). flooded wet prairie vegetation types. 5.2.1.1.4 Black-top Sedge Wet Prairie (Schoenus nigricans Wet Prairie) – MFWGh: In Taylor Slough basin and in the marl prairies west of Shark River Slough and south of Old Ingraham highway (Figure 8), vegetation in localized areas is dominated by black-top sedge

20

(Schoenus nigricans) that grows in tussocks. In spaces between tussocks, the commonly found species are sawgrass (Cladium mariscus ssp. jamaicense), little bluestem (Schizachyrium rhizomatum), and muhly grass (Muhlenbergia capillaris var. filipes). These species are occasionally co-dominant with black-top sedge. The characteristic species of this vegetation type are Cassytha filiformis, Centella asiatica, Panicum virgatum, Rhychospora microcarpa, Rhynchospora tracyi, Panicum tenerum, Paspalum monostchyum, Hymenocallis palmeri, Crinum americanum, Eragrostis elliottii, Symphyotrichum dumosum var. dumosum, among others. 5.2.1.1.5 Gulfdune Paspalum Wet Prairie (Paspalum monostachyum Wet Prairie) – MFWGp: Gulfdune paspalum (Paspalum monostachyum) has substantial cover in the little bluestem (Schizachyrium scoparium) and/or muhly grass (Muhlenbergia capillaris var. filipes)-dominated wet prairies. However, this species is generally dominant in the transitional community between wet prairies and sawgrass marsh, particularly when the sawgrass (Cladium mariscus ssp. jamaicense) is sparse and of low stature. Because Paspalum monostachym is strongly associated with the representative species of wet prairies (short-hydroperiod) as well as marsh, P. monostachyum dominated vegetation has been moved between these two groups (Ross et al. 2004, 2006; Rutchey et al. 2006, 2007). In the present classification, however, it is treated as a member of wet prairies, as many more sites, particularly in western part of South Florida, have Paspalum monostachyum dominanted vegetation with the associated species that are representatives of short-hydroperiod wet prairies. The characteristic species of this vegetation are Rhynchospora diversgens, Centella asiatica,Rhynchospora microcarpa, Ludwigia microcarpa, Elytraria caroliniensis var. angustifolia, Rhynchospora colorata, Dichanthelium dichotomum var. ensifolium, Hyptis alata, Proserpinaca pectinata, Panicum tenerum, Eragrostis elliotti, Pluchea rosea, Cassytha filiformis, Hymenocallis palmeri, Crinum americanum, and Dichanthelium aciculare. At some sites west of Everglades, this vegetation type has scattered individuals of stunted pond cypress (Taxodium ascendens) with their seedlings well incorporated in the herb layer vegetation. At many of these sites within Big Cypress National Preserve, Rhynchospora divergens is co-dominant, and occasionally its relative abundance is much higher than that of Paspalum monostachyum suggesting two associations under this vegetation type: (i) 5.2.1.1.5.1 Paspalum monstatchum-dominated Wet Prairie, and (ii) 5.2.1.1.5.2 Paspalum monostachyum-Rhynchospora divergens Wet Prairie. In the latter group, the other characteristic species are sawgrass (Cladium mariscus ssp. jamaicense), Schizachyrium rhizomatum, Panicum tenerum, Iva microcephala, Centella asiatica, and Eleocharis geniculata (Appendix 2). 5.2.1.1.6 Muhlenberg Maidencane Wet Prairie (Amphicarpum muehlenbergianum Wet Prairie) –MFWGa: This vegetation type is very rare, and in the present analysis was found at only two sites, one each in Big Cypress National Preserve and Picayune Strand State Forest (Figure 8). In this vegetation, associated herbaceous or semi-woody species are Rubus trivialis, Euthamia tenuifolia var tenuifolia, Spermacoce terminalis, Scoparia dulcis, Andropogon virginicus, and Cyperus haspan, among others. 5.2.1.1.7 Torpedo Grass Wet Prairie (Panicum repens Wet Prairie) –MFWGr: This vegetation type is very rare, and in the present analysis was found at only two sites, both in

21

Big Cypress National Preserve (Figure 8). In this vegetation, associated herbaceous are Iva microcarpa, Bacopa caroliniana, Ludwigia repens, Sabatia stellata, among others.

5.2.2 Seasonally Flooded Marsh (MFS) Seasonally flooded freshwater marsh is found in the area that gets periodically flooded for 511 months a year. 5.2.2.1 Seasonally Flooded Graminoid Marsh (MFSG) Seasonally flooded graminoid marsh is primarily dominated by hydrophilic graminoids, such as sawgrass (Cladium marisucs ssp. jamaicense), beakrush (Rhynchospora sp.) and maidencane (Panicum hemitomon). These species may be present in monospecific stand or are co-dominant with other graminoids, such as spikerush (Eleocharis sp.). 5.2.2.1.1 Sawgrass Marsh (Cladium mariscus ssp. jamaicese Marsh) – MFSGc: Sawgrass (Cladium. mariscus ssp. jamaicese) is the single most common species present in the Everglades prairies and marsh. Sawgrass has wide amplitude with respect to hydrology, and so no wonder it is substantially present in association with species that are characteristics of both coastal and freshwater prairies and marshes. In sawgrass-dominated vegetation, cover of prairie species is much less in the wet areas, where the sawgrass basically has >90% cover forming the monotypic sawgrass marsh with the mean height exceeding 2m. Moreover, sawgrass marsh in most parts of the southern Everglades and Water Conservation Areas has the presence of the species that are indicators of much wetter conditions. Among them, the most common species are beakrush (Rhynchospora spp.) spikerush (Eleocharis spp.), bladderworts (Utricularia spp.), gulfdune paspalum (Paspalum monostachyum), panicum (Panicum virgatum, P. hemitomon). 5.2.2.1.1.1 Sawgrass dominant Marsh (Cladium marisucus ssp. jamaicensedominated Marsh) - MFSGcD: In most of the Everglades, sawgrass (Cladium mariscus ssp. jamaicense) is found in mono stand, contributing >80% of relative cover. This type of community is present in Water Conservation Areas, and on ridges in Shark River Slough (Figure 9). Other herbaceous species which occur in these stands in low abundance (~1%) are Bacopa caroliniana, Sagittaria lancifolia, Eleocharis cellulosa, and Rhynchospora tracyi. 5.2.2.1.1.2 Sawgrass-Spikerush Marsh (Cladium marisucus ssp. jamaicenseEleocharis cellulosa Marsh) - MFSGcS: This type of vegetation is present in Water Conservation Areas and in sloughs within Everglades National Park, where sawgrass (Cladium mariscus ssp. jamaicense)-dominated vegetation has often high cover of spikerush (Eleocharis cellulosa). However, in some areas where sawgrass has relatively low cover and sites are open, species of bladderworts (Utricularia spp.), particularly purple bladderwort (U. purpurea) have very high abundance. Other characteristic species of this vegetation are Bacopa coroliniana, Panicum hemitomon, Rhynchospora tracyi, Sagittaria lancifolia, Peltandra virginica, Pontederia cordata,

22

among others. In the areas where this vegetation type is present in relatively short hydroperiod, Crinum americanum, Hymenocallis palmeri, Justicia angusta and Leersia hexandra are commonly present. This vegetation type differs from SpikerushSawgrass Marsh, described under ‘Semi-permanently Flooded Marsh’, in having much lower abundance of bladderworts and spikerush (Appendix 3). 5.2.2.1.1.3 Sawgrass Mixed herbaceous Marsh (Cladium mariscus ssp. jamaicense Mixed herbaceous Marsh) – MFSGcM: At several sites in the Everglades sawgrass marsh, the vegetation is very heterogeneous. At those sites, the sawgrass (Cladium mariscus ssp. jamaicense) has usually the relative abundance of 5%) species. Shamblin_HH

47

Table 4: The descriptions of contents of files (Tables/Feature Class layers) included in the SFV_Geodatabase

SNO

File Name

Table/ Feature Class

1

SFV_Dataset_Contacts

Table

2

SFV_Dataset_Details

Table

3

SFV_Site_Locations

4

SFV_Site_Attributes

Point features Table

5

SFV_Dataset_Species

Table

6

SFV_Species_List

Table

7

SFV_Dataset_Vegdata_ALL

Table

8

SFV_Species_Data

Table

9

SFV_Lookup_AgeClass

Table

10

SFV_Lookup_CoverCode

Table

11

SFV_Lookup_EventID

Table

12

SFV_Lookup_HeightClass

Table

13

SFV_Lookup_MgtEntity

Table

Contents The list of 35 vegetation datasets that were received for developing field-data based classification of South Florida plant communities, and contact address of the researchers who contributed their vegetation data. The sampling details of 35 datasets that were received from researchers. The list of vegetation data sites and their geographical coordinates. The table lists vegetation data sites, and their attributes. Together with geographical location, the attributes included the type, size and number of vegetation sampling units used at each site, vegetation characters, elevation, soil depth, water depth, type of disturbances and time since disturbances. However, not all sites have data for each attributes, as the kind of information varied among datasets received from researchers. Scientific name and codes of plant taxa present in vegetation datasets In this data file, both researcher's version and updated version of scientific name and codes for plant taxa are given. The list of plant taxa present in South Florida vegetation datasets Vegetation data received from several researchers. Vegetation data are nearly in the same form as they were received from researchers. The data file consists of species presence/absence and abundance data. For vegetation datasets that were received from researchers, species abundance data are summarized for each species by vegetation stratum and site. The lookup table consists of definition of codes used by researchers to record species abundance by age class. The lookup table consists of definition of cover codes used by researchers to record species cover within a vegetation sampling unit. The lookup table consists of definition of codes used by researchers to represent the sampling event when the same permanent sites have been sampled repeatedly. The lookup table consists of definition of codes used by researchers to record species abundance by height class. The lookup table consists of definition of codes used for management entities that are represented by the sites with vegetation data included in the

48

SNO

File Name

Table/ Feature Class

14

SFV_Lookup_RankAbundanc e

Table

15

SFV_Lookup_SamplingUnit

Table

16

SFV_Lookup_VegLayer

Table

17

SFV_H_Sites_Species_IV_Da ta

Table

18

SFV_H_Sites_Vegtypes

Table

19

SFV_H_Sites_vegtype_Loc

Point features

19

SFV_H_Sites_Vegtypes_Desc

Table

20

IRC_Intercept_Points

Table

21

IRC_Intercept_Species_Data

Table

22

Rutchey_WCA2_Vegdata

Table

23

Rutchey_WCA3_Vegdata

Table

24

Rutchey_WCA3_abbreviatios

Table

25

Management_Areas

Polygon features

Contents datasets. The lookup table consists of definition of codes used by researchers to rank species based on their abundance within a vegetation sampling unit. The lookup table consists of definition of codes for type of sampling units used by researchers to record species abundance. The lookup table consists of definition of vegetation layer (stratum) used by researchers to record species abundance within a vegetation sampling unit. Species importance value (IV) data for only marsh and prairie sites. The table lists herbaceous sites, their geographical coordinates and results of test vegetation classification. The feature class has herbaceous sites, their geographical coordinates and results of test vegetation classification. The table describes the field-data based vegetation classification of herbaceous sites (Level 1: Marsh) for which vegetation data were received from several researchers, and results of crosswalk with south Florida vegetation classification described in Rutchey et al. (2006). A list of points used for the quantitative plant inventory of the BICY conducted by Institute for Regional Conservation (IRC) between 2003-2004 for accuracy assessment Quantitative plant inventory of the BICY conducted by Institute for Regional Conservation (IRC) for accuracy assessment. The file contains the information on vegetation collected at sites visited during the WCA2 vegetation mapping effort. The file contains the information on vegetation collected at 2402 checksites visited during the WCA3 vegetation mapping effort. Field visits took place from 1996 to 2003 via airboat or helicopter. The file contains the information on abbreviations used to describe vegetation at 2402 checksites visited during the WCA3 vegetation mapping effort. BICY, BISC, EVER, FPNWR, FSPSP, GWHNWR, NKDR, PSSF, RWMA, SFWMD, SGWEA, TTNWR, WCA

Relational classes 1 SFV_Site_Loc_Attributes

Relation between Site_Locations and Site_Attributes

49

SNO

File Name

2

H_Sites_Veg_Site_Attribute

4

H_Sites_Veg_Loc_Des

3

H_Sites_Veg_Spp_IV

Table/ Feature Class

Contents Relation between Herb_Vegtype_Locations and Site_Attributes Relation between Herb_Vegtype_Locations and H_Sites_Vegtype_Description . Relation between Herb_Vegtype_Locations and H_Sites_Species_IV_Data

50

Table 5: Major vegetation categories with number of useful sites in the existing datasets, and minimum number of recommended additional field sites needed. General category or area/region Level General Vegetation Region (Rutchey et Category al. 2007) 1&2 Hammock and Swamp BICY forests/woodlands

# Minimum # potentially additional usable sites sites needed in datasets 36 64

1&2

EVER

203

55

WCAs

94

66

Tree islands (Hammocks & Bayheads/forests and woodlands)

1&2

Hardwood forests and EVER & Keys woodlands (Florida Bay keys and islands)

58

32

1&2

Coastal Hardwood Hammocks (Biscayne

32

28

BISC

51

Comments In IRC_AA dataset, forest and woodland data are usable to the limited extent as the data were cover of only dominant species (>5% cover). Additional 20 forest sites and 44 woodland sites are recommended. Hardwood hammocks on the tree islands are well represented, but bayheads and prairie islands are underrepresented. Also, the data include mostly P/A and/or basal area. Tree height is available for only 16 plots. Additional plot data at least in 25 bayheads and 30 prairie islands are recommended. Species abundance data include (density, basal area, or frequency & cover), but no height. So they have only limited use. Additional sites with species cover and height are needed. Ross_Keys sites well represent the forests in woodlands in the Florida keys. Sites to characterize vegetation in the Florida bay islands are needed. Shamblin_HH sites represent the hammocks in the region to some extent.

General category or area/region Level General Vegetation Region (Rutchey et Category al. 2007) Bay Keys & Islands)

# potentially usable sites in datasets

1&2

Pinelands

Keys, EVER, Miami-Dade, BICY

167

0

1, 2, 3 & 4

Pine Flatwoods

PSSF, FPNWR

139

0

1, 2, 3 & 4

Mangrove forests/woodlands/ shrublands

Florida Keys & Biscayne Bay Coastland

243

0

EVER

51

69

EVER, BICY, FPNWR

45

60

3

Shrubland

52

Minimum # additional sites needed

Comments Considering that this vegetation covers 22.7% area (Ruiz et al. 2008), additional plots that are randomly located in mainland and islands of the region. Sufficient sites for analysis to proceed Height data not available. Developing a relationship between DBH & Height is recommended. Sufficient sites in PSSF and FPNWR for analysis. For additional data in other regions of South Florida, researchers working in those regions need to be contacted. Sufficient sites for analysis to proceed Height data not available. Therefore, classification into different categories of woody vegetation will need information on height. Most of sites are concentrated in C111 and Taylor Slough basin. Data for additional sites in Ten Thousand Island NWR and other regions in EVER are strongly recommended, as the mangroves are likely to be impacted by sea level rise. + Dwarf cypress in both EVER and BICY are well represented. Some of Shrublands adjacent to tree islands in

General category or area/region Level General Vegetation Region (Rutchey et Category al. 2007)

# potentially usable sites in datasets

Minimum # additional sites needed

4

Scrubland

EVER, BICY, FNPWR, PSSF

46

74

5

Freshwater marsh

EVER, BICY, BISC, WCAs, Keys, FNPWR, PSSF, PSPSP, TTINWR

3515

145

5

Salt marsh and coastal prairies

EVER, Keys

44

32

Disturbed areas/gradients

EVER, BICY, BISC, Keys, FNPWR, PSSF,

1013

90-120

53

Comments EVER are represented. At least additional 15 more sites in EVER are needed. Shrubby vegetation is common on tree islands in WCAs. At least 45 sites in these areas are recommended. More than half of scrub vegetation data are from FNPWR and PSSF. Data for few sites are from EVER, and very few sites from BICY. At least, additional 30 sites in BICY, 15 in EVER, and 30 in WCAs are needed. Analysis complete, but 12 Rutchey et al (2007) categories (Appendix 2) did not have any plots supporting them and three categories had only 1-2 plots. Additional 8-10 plots in each of those categories are needed. Analysis was done, but a few Rutchey et al (2007) categories, such as Keysgrass, Glasswort, Sea Purslane, Herbaceous salt marsh, and Open Salt marsh did not have any plots supporting them. Two categories were represented by only 1 or 2 sites. Additional 3 to 5 plots in each of such categories are needed. In the database, only 12% of sites had disturbance information. They represented scrapped ground in HID

General category or area/region Level General Vegetation Region (Rutchey et Category al. 2007) PSPSP, TTINWR

# potentially usable sites in datasets

Minimum # additional sites needed

Comments (500), burned (within 5 years after fire; 484) and hurricane impacted (29) sites. Additional 90-120 sites representing other disturbances, such as air-boat path ways, nutrient enrichment and exotic invasion, are recommended.

54

APPENDICES Appendix 1: Descriptions of vegetation datasets in South Florida vegetation database. 1. Dataset_ID: Armentano_HH Contact Person: Tom Armentano, 3310 Lake Padgett Dr., Land O’ Lakes, FL 34639. Email: [email protected] Data Sites: Long Pine Key (EVER) Summary/Description: The dataset consists of vegetation data collected only once from 41 hammocks, mostly (63.4%) in the Long Pine Key area, EVER. Other hammocks were in tree islands in the Shark Slough landscape and marl prairies in the eastern and southern Everglades. Data were collected in context of characterizing vegetation composition in the hammocks and of assessing changes in species composition since late 1950s when Craighead had surveyed some of the Long Pine Key hammocks. All sites in the dataset are georeferenced, and they have both Lat/Long and UTM (NAD 1983) coordinates. Vegetation sampling included the record of species rank abundance (semi-quantitative) using two belttransects. The dataset has the comprehensive list of plant species that were found within the belt transects. Vegetation type (Physiognomy): Hammock forest. Sampling unit: Belt transects of variable length and width. Sampling techniques included use of two transects per site. Each transect started and ended at 2 m inside of bole of tree whose canopy over hanged the hammock edge. Length of the transects varied with size of the tree islands, and width varied from one to several meters along the same transect depending on the visibility within the island. Species composition: Species list includes all species, including trees, shrubs, herbs, ferns, orchids and lianas that were found within the belts. Species records do not any reference to stratum. Species abundance: Quantitative data in the dataset includes the record of species rank abundance, ranging from 1 to 3: 1-Rare for species with 2.5 cm dbh) derived from the field data (the number of individuals and dbh) that were recorded in 5 x 50 m plot (belt transect), percent cover of palms and shrubs recorded using line intercept method on a 50 m line transect, and percent cover of species in herb layer estimated in 5, 6 or 10 0.5-m2 sub-plots. The dataset has the comprehensive list of plant species. Vegetation type (Physiognomy): Forest, Woodlands, Scrub and Herbaceous Sampling unit: Plots and line transects. Sampling method included the use of a 5 x 50 m plot (Belt Transect) for recording abundance of both overstory (>10 cm dbh) and understory (2.5 to 10 cm dbh) trees, a 50 m line transect for recording percent cover of palms and shrubs, and five to ten 0.5 x 1 m subplots nested within the tree plot for percent cover of herb layer species. Species composition: The dataset has the comprehensive list of plant species that were found within the sampling plots (trees), on the line transect (palms and shrubs), and in the sub-plots (herb layer species). The information on the species that were not found on line transect (shrubs) or subplots (herb layer species), but were present elsewhere within the tree plot is not mentioned. Species abundance: Quantitative vegetation data in the dataset includes density, basal area and height of tree species present in both understory and overstory, and percent cover of palms, shrubs and herb layer species. Usefulness in classification: High 3. Dataset_ID: Burch_BICY Contact Person: Jim Burch, Big Cypress National Preserve, Email: [email protected] Data Sites: Prairies (BICY and PSSF) Summary/Description: The dataset consists of vegetation data collected at 52 sites - 13 in Picayune Strand State Forest (PSSF), and 39 in Big Cypress National Preserve (BICY). Among 39 sites within the preserve, 9 sites were in disturbed areas, Concho Billy Trail, which had recently been restored. Sites were generally homogenous and did not include more

56

than one community (Jim Burch, personnel communication). In the dataset, all sites are georeferenced and have both Lat/Long and UTM (NAD 1983) coordinates. Data were collected in context of characterizing vegetation composition and monitoring effects of disturbances in the prairies. Vegetation data includes percent cover of each species collected using line intercept method on 4 transects within 10 x 10 m plots. In the disturbed sites, however, the data were collected in a series of subplots along transects of variable length. The dataset has the species cover data summarized by site and the comprehensive list of species intercepted on the transects or found in subplots. Vegetation type (Physiognomy): Prairies. Sampling unit: Plot (10 x 10 m2) or transects (variable length). At 43 sites, 13 in PSSF and 30 in BICY, sampling method included use of line intercept technique on four 10-m long transects within 10 x 10 m plot. At 9 sites in BICY, the method included use of 12 to 84 1m2 sub-plots on 1 to 4 transects of varying lengths. Species composition: The dataset has the list of species intercepted by lines within the plot (43 sites) or the species present in sub-plots on transects (9 sites). Species abundance: Quantitative data in the dataset includes percent cover of each species summarized from the line intercept data and from the species cover in the subplots. Usefulness in classification: High 4. Dataset_ID: Coronado_TI Contact Person: Carlos Coronado-Molina, South Florida Water Management District. Email: [email protected] Data Sites: WCA 3A & 3B Summary/Description: The dataset consists of vegetation data collected on 25 tree islands in the Water Conservation Areas (WCA) 3A & 3B. Data were collected in context of characterizing vegetation structure, composition and growth in the tree islands. All the sites are geo-referenced and have both Lat/Long and UTM (NAD 1983) coordinates. The dataset has quantitative (density), vegetation data collected using four 10 x 10 m plots in each island, and summarized separately for head and tail regions that were homogeneous (Carlos Coronado-Molina, personal communication). Species list is not comprehensive and includes only the tree (>2.5 cm dbh) species present within the plots. Vegetation type (Physiognomy): Hammock forest and Swamp forest. Sampling unit: Plots (10 x 10 m). Sampling method included use of four 10x10 m plots per island. All but one island had two plots in head and two plots in near tail region. One island had the plots only in its tail region. Though both head and tail regions were different from each other in species, two plots either in head or tail region were in homogeneous vegetation.

57

Species composition: The dataset has the record of species that were present in the tree stratum (> 2.5 cm dbh) within the plots. It does not include any record of understory or ground layer species. Species abundance: Quantitative data in the dataset includes the record of number of individuals (density) of tree species present within the plots summarized by site (separate sites for head and tail). Usefulness in classification: High 5. Dataset_ID: ENP_HID Contact Person: Craig Smith, Everglades National Park Email: [email protected] Data Sites: Hole-in-the-Donut Restoration Sites (EVER) Summary/Description: The dataset consists of vegetation data collected at 500 sites in the Hole-in-Donut restoration area in the Everglades National Park. Data were collected in context of monitoring vegetation establishment and vegetation change over time in the restoration area. Data were downloaded from the website, and the sites do not have coordinates. Vegetation data are quantitative and includes species cover by different height categories. Vegetation type (Physiognomy): Marsh and Shrubs Sampling unit: Plots (10 x 10 m) Species composition: Species list is comprehensive and includes all species present in the plots. Species abundance: Vegetation sampling included the record of percent cover of each species in five height classes. The use of height class 1 was for sub-merged, 2 for vines, and 3 to 5 for all other species. Sampling included the multiple estimates of cover of the same species if that occurred in more than one height class within a plot, resulting in >100% of cover for even some individual species. Usefulness in classification: Low-medium 6. Dataset_ID: ENP_PIEL Contact Person: Hillary Cooley, Everglades National Park Email: [email protected] Data Sites: Long Pine Key (EVER) Summary/Description: The dataset consists of vegetation data collected at 27 sites in the Long Pine Key and surrounding pinelands in the Everglades National Park. Data were

58

collected in context of monitoring the impact of prescribed fire on tree mortality, pine regeneration, and change in structure and composition of shrub and ground layer vegetation. All sites are geo-referenced and have both Lat/Long and UTM (NAD 1983) coordinates. Vegetation data are quantitative, and include the record of species in tree, shrub and herb layers. However, the dataset has the record of only slash pine (Pinus elliottii) in the tree stratum, but not any hardwood species that might be present in the same stratum. The vegetation data include density and basal area of pine trees (>2.5 cm dbh), density of shrubs (re-sprouted, immature and mature), and percent cover of herb layer species. Species list in the dataset includes only slash pine (Pinus elliottii) in the tree stratum, woody species present in shrub stratum collected in a 0.5 x 30 m belt transect, and record of herb layer species encountered at any of 100 points on a 30 m long line transect. Vegetation type (Physiognomy): Pine woodlands Sampling unit: Plots (50 x 20 m). Sampling method included the use of 50 x 20 m plot to record number and dbh of overstory (dbh >15 cm) trees and 25 x 10 m (1/4th) plot nested within the larger plot for understory (2.5 to 15 cm dbh) trees. The method also included the use of 0.5 x 30 m belt transect and 30 m line transect to record shrub density and herb layer species cover, respectively. Species composition: The dataset does not have comprehensive list of species. It includes only the record of slash pine (Pinus elliottii) in the tree stratum, woody species present shrub stratum in belt transect, and herb layer species encountered at any of 100 points on the line transect. The dataset does not include any hardwood species that might be present in tree stratum and the shrub and herb layer species that were not found on the belt and line transects, respectively, but that could be present within the plot. Species abundance: Quantitative data in the dataset includes density and basal area of slash pine in the tree stratum, density of shrubs, and percent cover of herb layer species. Density and basal area of overstory (>15 cm dbh) and understory (2.5 to 15 cm dbh) trees are based on the record of number of trees present and dbh of individual trees in 50 x 20 m and 25 x 10 m plots, respectively. Density of shrub is based on the number of stems of each species recorded in three categories; resprouted, immature and mature. The cover of herb layer species is the number (percent) of points at which a species occurred when 100 points were sampled on a 30 m long line transect in each plot. Usefulness in classification: Medium-high 7. Dataset_ID: ENP_Prairie Contact Person: Hillary Cooley, Everglades National Park Email: [email protected] Data Sites: Marsh and Prairies in eastern Everglades, Coastal Prairies in western Everglades (EVER)

59

Summary/Description: The dataset consists of vegetation data collected at 57 sites in freshwater marsh and prairies in the southeastern Everglades and costal prairies in the western Everglades within the Everglades National Park. Data were collected in context of monitoring the impact of prescribed fire on woody encroachment and change in species composition. All sites are geo-referenced and have both Lat/Long and UTM (NAD 1983) coordinates. Vegetation data are quantitative, and they include density of shrubs (re-sprouted, immature and mature), and percent cover of herb layer species. Species list in the dataset includes woody species present in the shrub stratum in a 0.5 x 30 m belt transect, and herb layer species encountered at any of 100 points on a 30 m long line transect. Vegetation type (Physiognomy): Marsh and Prairies Sampling unit: Plots (50 x 20 m2). Shrub density and herb layer species cover was recorded using 0.5 x 30 m belt and 30 m long line transects, respectively. Species composition: The dataset does not have comprehensive list of species. It includes only those shrub species present within the belt transects, and herb layer species found at any of 100 sampling points on a 30 m long line transect. It does not include the shrub and herb layer species that were not found on respective transects, but could be present within the plot. Species abundance: Density of shrub is based on the number of stems of each species recorded in three categories; resprouted, immature and mature. The cover of herb layer species is the number (percent) of points at which a species occurred when 100 points were sampled on a 30 m long line transect in each plot. Usefulness in classification: Medium-high 8. Dataset_ID: Hanan_TIRES Contact Person: Erin Hanan, Florida International University Email: [email protected] Data Sites: Shark River Slough, and marl prairie landscape in the eastern Everglades (EVER) Summary/Description: The dataset consists of vegetation data collected on 8 tree islands, four in the Shark Slough and the other four in the marl prairie landscape of the eastern Everglades within the Everglades National Park. Data were collected in context of characterizing vegetation composition in relation to distribution of soil nutrients in and around tree islands (Hanan 2008). All sites are geo-referenced and have both Lat/Long and UTM (NAD 1983) coordinates. The dataset has the species cover data that were estimated for each tree species found in the whole island. Vegetation type (Physiognomy): Bayhead and Bayhead Swamp forest Sampling unit: Plots of variable size. Since sampling method included the visual estimate of each species found on each island, the sampling unit (plot size) varied with the island areas.

60

Species composition: The dataset includes all tree species found on the islands. Species abundance: Quantitative data in the dataset include the cover value estimated for each tree species on the islands. Usefulness in classification: High 9. Dataset_ID: Heisler_TI Contact Person: Loraine Heisler, United States Fish and Wildlife Service Email: [email protected] Data Sites: Tree islands (WCA 3A and 3B) Summary/Description: The dataset consists of vegetation data collected on 31 tree islands in the Water Conservation Areas (WCA) 3A & 3B. Data were collected in context of characterizing vegetation structure and composition in the tree islands (Heisler et al. 2002). All sites are geo-referenced and have both Lat/Long and UTM (NAD 1983) coordinates. Vegetation data includes the record of cover values, estimated for tree species in two height classes (1-3m & >3m) in 10 2-m radius (12.57 m2) plots on each island. Species list includes the record of species (>1 m height) found in the sampling plots. Vegetation type (Physiognomy): Hammock forest and Swamp forest. Sampling unit: Plots. Sampling method included the use of 10 2-m-radius (12.57 m2) plots established on two transects perpendicular to each other on each island. Species composition: The dataset has the record of species in two height categories: 1-3m and >3m. It does not include any ground layer species (3m) and sapling (height 1-3m) layers. Species abundance (cover value) data are summarized by both plots and sites. However, total cover values of species that had >3m height, are summarized by only sites, represented by each island. Usefulness in classification: High 10. Dataset_ID: IRC_AA Contact Person: Keith Bradley, Institute for Regional Conservation Email: [email protected] Data Sites: BICY and EVER Summary/Description: The dataset consists of vegetation data collected at 253 sites scattered throughout the Big Cypress National Preserve (BICY) and Everglades National Park (EVER). Data were collected in context of conducting accuracy assessment of the vegetation

61

map developed by University of Georgia for BICY and EVER (Bradley and Woodmansee 2006). All sites but four are geo-referenced and have both Lat/Long and UTM (NAD 1983) coordinates. Four sites have vegetation data but they do not have coordinates. Vegetation sampling included the record of overall plant cover in eight physiognomic strata (Emergent, Canopy, Subcanopy, Shrubs, Dwarf shrubs/Herbaceous, Non-vascular, Vine/Liana, and Epiphyte), and cover of the plant species contributing an estimated cover of ≥5% in each stratum in which the species is present. In addition, for each plot, the overall height class of the stratum was also recorded, and if a stratum was present, but no species had a cover of ≥5%, the height and cover of most dominant species in the stratum were recorded. The species list includes the species which had ≥5% cover in the stratum in which they were present. The species that had 100 cm height and 5 cm dbh), sapling (1-5 cm dbh), shrub (>100 cm height and 100 cm height and 5 cm dbh), sapling (1-5 cm dbh), shrub (>100 cm height and