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Jennie	
  LaRoche	
  
Education	
  Intern	
  
Research	
  Ques+ons	
  
— Do	
  the	
  tides,	
  beach	
  location,	
  severity	
  of	
  beach	
  
erosion,	
  and	
  amount	
  of	
  human	
  disturbances	
  
affect	
  the	
  number	
  of	
  birds	
  present	
  on	
  the	
  
beach	
  and	
  the	
  species	
  richness	
  and	
  diversity	
  
of	
  the	
  shorebirds?	
  
	
  
Why	
  research	
  these	
  ques+ons?	
  
—  The	
  groins	
  and	
  beach	
  renourishment	
  are	
  important	
  ecological	
  issues	
  for	
  
the	
  Bald	
  Head	
  Island	
  community.	
  This	
  research	
  will	
  provide	
  information	
  
on	
  the	
  shorebird	
  populations,	
  particularly	
  for	
  the	
  groins	
  area	
  and	
  how	
  it	
  
compares	
  to	
  untouched	
  beaches	
  and	
  busy	
  beaches	
  of	
  the	
  Island.	
  
—  The	
  coasts	
  are	
  very	
  important	
  and	
  fragile	
  ecosystems.	
  Coastal	
  
environments	
  provide	
  many	
  services	
  to	
  the	
  greater	
  public	
  and	
  as	
  such	
  
their	
  health	
  is	
  of	
  utmost	
  importance.	
  Birds	
  are	
  important	
  indicators	
  of	
  
the	
  health	
  of	
  ecosystems.	
  	
  
—  Habitat	
  loss	
  and	
  degradation	
  seem	
  to	
  continue	
  to	
  be	
  drivers	
  of	
  
shorebird	
  declines	
  (Agardy	
  et	
  al	
  2005).	
  With	
  this	
  loss	
  of	
  habitat,	
  those	
  
shorebird	
  populations	
  become	
  “concentrated	
  at	
  fewer	
  sites,	
  increasing	
  
the	
  risk	
  of	
  catastrophic	
  nesting	
  failures.”	
  (Grippo	
  et	
  al	
  2007).	
  	
  
—  Global	
  tourism	
  has	
  been	
  identified	
  as	
  one	
  of	
  the	
  most	
  profitable	
  
industries.	
  By	
  determining	
  the	
  characteristics	
  that	
  appear	
  to	
  be	
  
correlated	
  with	
  high	
  bird	
  species	
  diversity	
  and	
  populations	
  we	
  can	
  strive	
  
to	
  keep	
  the	
  healthy	
  beaches	
  intact	
  as	
  much	
  as	
  possible.	
  	
  
Shorebird	
  Study	
  
—  13	
  observation	
  dates	
  
—  Recorded	
  time,	
  weather,	
  beach	
  ID,	
  
erosion	
  level,	
  human	
  disturbance	
  
level,	
  bird	
  numbers	
  and	
  species,	
  
and	
  water	
  quality	
  data	
  
—  From	
  my	
  data	
  I	
  determined	
  the	
  
total	
  number	
  of	
  species	
  present	
  
(species	
  richness)	
  and	
  the	
  species	
  
diversity	
  index	
  
—  I	
  ran	
  single	
  factor	
  ANOVAs	
  to	
  
determine	
  whether	
  or	
  not	
  there	
  
was	
  a	
  significant	
  difference	
  in	
  the	
  
mean	
  total	
  number	
  of	
  birds,	
  
species	
  richness,	
  and	
  species	
  
diversity	
  between	
  the	
  different	
  
dependent	
  (test)	
  variables.	
  
Tides	
  
—  3	
  classifications	
  of	
  tides	
  
	
  
—  High/out	
  –	
  When	
  the	
  tide	
  was	
  on	
  its	
  way	
  out	
  
—  Low/in	
  –	
  When	
  the	
  tide	
  was	
  on	
  its	
  way	
  in	
  
—  Out/low/in	
  –	
  When	
  the	
  sampling	
  time	
  included	
  the	
  
low	
  tide	
  
	
  
**	
  High	
  tide	
  was	
  too	
  high	
  to	
  be	
  able	
  to	
  use	
  the	
  UTV	
  and	
  record	
  observations	
  in	
  a	
  
reasonable	
  amount	
  of	
  time	
  
Results:	
  Tides	
  
SUMMARY	
  
Groups	
   Count	
   Average	
  
High/out	
   15	
   169.2667	
  
Out/low/in	
   6	
   87.83333	
  
Low/in	
   18	
   86.27778	
  
Anova:	
  Single	
  Factor:	
  Total	
  Number	
  of	
  Birds	
  
ANOVA	
  
Source	
  of	
  
Variation	
   SS	
   df	
   MS	
   F	
   P-­‐value	
   F	
  crit	
  
Between	
  
Groups	
  
62990.21	
   2	
   31495.11	
   3.534767	
   0.039663	
   3.259446	
  
Within	
  
Groups	
  
320763.4	
   36	
   8910.094	
  
Total	
   383753.6	
   38	
   	
  	
   	
  	
   	
  	
   	
  	
  
—  The	
  number	
  of	
  birds	
  sighted	
  differs	
  significantly	
  (p	
  =	
  0.0397)	
  
between	
  the	
  tides,	
  but	
  this	
  test	
  is	
  unable	
  to	
  tell	
  us	
  between	
  
which	
  tides	
  this	
  significance	
  occurred.	
  
0	
  
20	
  
40	
  
60	
  
80	
  
100	
  
120	
  
140	
  
160	
  
180	
  
high/out	
   out/low/in	
   low/in	
  
169.27	
  
87.83	
   86.28	
  
Average	
  Number	
  of	
  Birds	
  
Results:	
  Tides	
  
Anova:	
  Single	
  Factor:	
  
Species	
  Richness	
  
ANOVA	
  
Source	
  of	
  
Variation	
   SS	
   df	
   MS	
   F	
   P-­‐value	
   F	
  crit	
  
Between	
  
Groups	
  
9.15812	
   2	
   4.57906	
   0.839862	
   0.440054	
   3.259446	
  
Within	
  
Groups	
  
196.2778	
   36	
   5.45216	
  
Total	
   205.4359	
   38	
   	
  	
   	
  	
   	
  	
   	
  	
  
—  The	
  Simpson’s	
  diversity	
  index	
  for	
  the	
  different	
  tides	
  
did	
  not	
  differ	
  significantly	
  (p=0.141).	
  	
  
ANOVA	
  
Source	
  of	
  
Variation	
   SS	
   df	
   MS	
   F	
   P-­‐value	
   F	
  crit	
  
Between	
  
Groups	
  
0.035187	
   2	
   0.017593	
   2.069769	
   0.140975	
   3.259446	
  
Within	
  
Groups	
  
0.306008	
   36	
   0.0085	
  
Total	
   0.341195	
   38	
   	
  	
   	
  	
   	
  	
   	
  	
  
Anova:	
  Single	
  Factor:	
  	
  
Simpson’s	
  Diversity	
  Index	
  
—  The	
  species	
  richness	
  for	
  the	
  different	
  tides	
  did	
  not	
  
differ	
  significantly	
  (p=0.44).	
  	
  
Beach	
  Loca+on	
  
—  3	
  beach	
  locations	
  were	
  chosen	
  based	
  on	
  physical	
  
characteristics	
  
—  1	
  –	
  East	
  Beach:	
  little	
  human	
  
disturbance,	
  less	
  erosion,	
  a	
  
type	
  of	
  control	
  (most	
  ‘natural’)	
  
—  2	
  –	
  Point:	
  high	
  human	
  
disturbance,	
  ‘medium’	
  erosion	
  
—  3	
  –	
  Groins:	
  ‘medium’	
  human	
  
disturbance,	
  high	
  erosion	
  	
  
Results:	
  Beach	
  Loca+on	
  
SUMMARY	
  
Groups	
   Count	
   Average	
  
Beach	
  1	
   13	
   210	
  
Beach	
  2	
   13	
   103.1538	
  
Beach	
  3	
   13	
   42.15385	
  
Anova:	
  Single	
  Factor:	
  Total	
  Number	
  of	
  Birds	
  
ANOVA	
  
Source	
  of	
  
Variation	
   SS	
   df	
   MS	
   F	
   P-­‐value	
   F	
  crit	
  
Between	
  
Groups	
  
187674.2	
   2	
   93837.1	
   17.22841	
   5.63E-­‐06	
   3.259446	
  
Within	
  
Groups	
  
196079.4	
   36	
   5446.65	
  
Total	
   383753.6	
   38	
   	
  	
   	
  	
   	
  	
   	
  	
  
—  The	
  mean	
  number	
  of	
  birds	
  sighted	
  differs	
  significantly	
  (p	
  =	
  5.63e-­‐6)	
  
between	
  the	
  beach	
  locations,	
  but	
  this	
  test	
  is	
  unable	
  to	
  tell	
  us	
  
between	
  which	
  beaches	
  this	
  significance	
  occurred.	
  
0	
  
50	
  
100	
  
150	
  
200	
  
250	
  
1	
   2	
   3	
  
210	
  
103.15	
  
42.15	
  
Average	
  Number	
  of	
  Birds	
  
Results:	
  Beach	
  Loca+on	
  
Anova:	
  Single	
  Factor	
  Species	
  Richness	
  
ANOVA	
  
Source	
  of	
  
Variation	
   SS	
   df	
   MS	
   F	
   P-­‐value	
   F	
  crit	
  
Between	
  
Groups	
  
64.97436	
   2	
   32.48718	
   8.326396	
   0.001066	
   3.259446	
  
Within	
  
Groups	
  
140.4615	
   36	
   3.901709	
  
Total	
   205.4359	
   38	
   	
  	
   	
  	
   	
  	
   	
  	
  
Anova:	
  Single	
  Factor	
  Simpson's	
  Diversity	
  Index	
  
ANOVA	
  
Source	
  of	
  
Variation	
   SS	
   df	
   MS	
   F	
   P-­‐value	
   F	
  crit	
  
Between	
  
Groups	
  
0.033463	
   2	
   0.016732	
   1.957336	
   0.155976	
   3.259446	
  
Within	
  
Groups	
  
0.307732	
   36	
   0.008548	
  
Total	
   0.341195	
   38	
   	
  	
   	
  	
   	
  	
   	
  	
  
—  The	
  Simpson’s	
  diversity	
  index	
  at	
  
the	
  different	
  beach	
  locations	
  did	
  
not	
  differ	
  significantly	
  (p=0.156).	
  	
  
—  The	
  species	
  richness	
  of	
  birds	
  sighted	
  differs	
  significantly	
  (p	
  =	
  0.0011)	
  
between	
  the	
  beach	
  locations,	
  but	
  this	
  test	
  is	
  unable	
  to	
  tell	
  us	
  between	
  
which	
  beaches	
  this	
  significance	
  occurred.	
  
0	
  
2	
  
4	
  
6	
  
8	
  
10	
  
1	
   2	
   3	
  
9.23	
  
6.38	
   6.62	
  
Average	
  Species	
  Richness	
  
Erosion	
  
—  Separated	
  into	
  3	
  categories	
  depending	
  on	
  level/
intensity	
  of	
  erosion	
  
	
  
—  1	
  –	
  little	
  erosion,	
  slight	
  in	
  comparison	
  to	
  other	
  
levels	
  (East	
  beach)	
  
—  2	
  –	
  ‘medium’	
  erosion	
  (Point)	
  
—  3	
  –	
  High	
  level	
  of	
  erosion	
  (Groins)	
  
	
  
**	
  Erosion	
  was	
  paired	
  with	
  beach	
  location	
  since	
  large	
  changes	
  in	
  level	
  of	
  
erosion	
  did	
  not	
  occur	
  in	
  the	
  few	
  weeks	
  my	
  study	
  was	
  conducted.	
  	
  
Results:	
  Erosion	
  
SUMMARY	
  
Groups	
   Count	
   Average	
  
1	
   13	
   210	
  
2	
   13	
   103.1538	
  
3	
   13	
   42.15385	
  
Anova:	
  Single	
  Factor:	
  Total	
  Number	
  of	
  Birds	
  
ANOVA	
  
Source	
  of	
  
Variation	
   SS	
   df	
   MS	
   F	
   P-­‐value	
   F	
  crit	
  
Between	
  
Groups	
  
187674.2	
   2	
   93837.1	
   17.22841	
   5.63E-­‐06	
   3.259446	
  
Within	
  
Groups	
  
196079.4	
   36	
   5446.65	
  
Total	
   383753.6	
   38	
   	
  	
   	
  	
   	
  	
   	
  	
  
—  The	
  mean	
  number	
  of	
  birds	
  sighted	
  differs	
  significantly	
  (p	
  =	
  
5.63e-­‐6)	
  between	
  erosion	
  levels,	
  but	
  this	
  test	
  is	
  unable	
  to	
  tell	
  us	
  
between	
  which	
  erosion	
  levels	
  this	
  significance	
  occurred.	
  
0	
  
50	
  
100	
  
150	
  
200	
  
250	
  
1	
   2	
   3	
  
210	
  
103.15	
  
42.15	
  
Average	
  Number	
  of	
  Birds	
  
Results:	
  Erosion	
  
Anova:	
  Single	
  Factor	
  Species	
  Richness	
  
ANOVA	
  
Source	
  of	
  
Variation	
   SS	
   df	
   MS	
   F	
   P-­‐value	
   F	
  crit	
  
Between	
  
Groups	
  
64.97436	
   2	
   32.48718	
   8.326396	
   0.001066	
   3.259446	
  
Within	
  
Groups	
  
140.4615	
   36	
   3.901709	
  
Total	
   205.4359	
   38	
   	
  	
   	
  	
   	
  	
   	
  	
  
Anova:	
  Single	
  Factor	
  Simpson's	
  Diversity	
  
Index	
  ANOVA	
  
Source	
  of	
  
Variation	
   SS	
   df	
   MS	
   F	
   P-­‐value	
   F	
  crit	
  
Between	
  
Groups	
  
0.033463	
   2	
   0.016732	
   1.957336	
   0.155976	
   3.259446	
  
Within	
  
Groups	
  
0.307732	
   36	
   0.008548	
  
Total	
   0.341195	
   38	
   	
  	
   	
  	
   	
  	
   	
  	
  
—  The	
  Simpson’s	
  diversity	
  index	
  for	
  
different	
  levels	
  of	
  erosion	
  did	
  not	
  
differ	
  significantly	
  (p=0.156).	
  	
  
—  The	
  species	
  richness	
  of	
  birds	
  sighted	
  differs	
  significantly	
  (p	
  =	
  0.0011)	
  
between	
  the	
  erosion	
  levels,	
  but	
  this	
  test	
  is	
  unable	
  to	
  tell	
  us	
  between	
  
which	
  levels	
  this	
  significance	
  occurred.	
  
0	
  
2	
  
4	
  
6	
  
8	
  
10	
  
1	
   2	
   3	
  
9.23	
  
6.38	
   6.62	
  
Average	
  Species	
  Richness	
  
Human	
  Disturbances	
  
—  3	
  levels	
  of	
  human	
  disturbances	
  
—  1	
  –	
  little/no	
  humans	
  ,	
  no	
  buildings/houses	
  
—  2	
  –	
  ‘medium’	
  level	
  of	
  human	
  activity,	
  houses/
buildings	
  present	
  
—  3	
  –	
  high	
  level	
  of	
  disturbance,	
  houses/buildings	
  
present	
  
	
  
**	
  This	
  varied	
  day	
  to	
  day,	
  time	
  of	
  day	
  often	
  played	
  a	
  large	
  role	
  in	
  the	
  differences	
  
seen	
  between	
  days	
  at	
  the	
  same	
  beach	
  
Results:	
  Human	
  Disturbances	
  
SUMMARY	
  
Groups	
   Count	
   Average	
  
	
  	
  	
  	
  	
  	
  	
  	
  1	
   19	
   155.7895	
  
	
  	
  	
  	
  	
  	
  	
  	
  2	
   11	
   44.72727	
  
	
  	
  	
  	
  	
  	
  	
  	
  3	
   9	
   129.6667	
  
Anova:	
  Single	
  Factor	
  Total	
  Number	
  of	
  Birds	
  
ANOVA	
  
Source	
  of	
  
Variation	
   SS	
   df	
   MS	
   F	
   P-­‐value	
   F	
  crit	
  
Between	
  
Groups	
  
87408.25	
   2	
   43704.13	
   5.309172	
   0.009537	
   3.259446	
  
Within	
  
Groups	
  
296345.3	
   36	
   8231.815	
  
Total	
   383753.6	
   38	
   	
  	
   	
  	
   	
  	
   	
  	
  
—  The	
  mean	
  number	
  of	
  birds	
  sighted	
  differs	
  significantly	
  (p	
  =	
  0.0095)	
  
between	
  the	
  different	
  levels	
  of	
  human	
  disturbance,	
  but	
  this	
  test	
  is	
  
unable	
  to	
  tell	
  us	
  between	
  which	
  levels	
  this	
  significance	
  occurred.	
  
0	
  
20	
  
40	
  
60	
  
80	
  
100	
  
120	
  
140	
  
160	
  
1	
   2	
   3	
  
155.79	
  
44.73	
  
129.67	
  
Average	
  Number	
  of	
  Birds	
  
Results:	
  Human	
  Disturbances	
  
Anova:	
  Single	
  Factor	
  
	
  Species	
  Richness	
  
ANOVA	
  
Source	
  of	
  
Variation	
   SS	
   df	
   MS	
   F	
   P-­‐value	
   F	
  crit	
  
Between	
  
Groups	
  
30.56296	
   2	
   15.28148	
   3.145903	
   0.05506	
   3.259446	
  
Within	
  
Groups	
  
174.8729	
   36	
   4.857582	
  
Total	
   205.4359	
   38	
   	
  	
   	
  	
   	
  	
   	
  	
  
—  The	
  species	
  richness	
  for	
  the	
  different	
  disturbance	
  levels	
  did	
  not	
  
differ	
  significantly	
  (p=0.055).	
  	
  
Anova:	
  Single	
  Factor	
  
Simpson's	
  Diversity	
  Index	
  
ANOVA	
  
Source	
  of	
  
Variation	
   SS	
   df	
   MS	
   F	
   P-­‐value	
   F	
  crit	
  
Between	
  
Groups	
  
0.035414	
   2	
   0.017707	
   2.084674	
   0.139104	
   3.259446	
  
Within	
  
Groups	
  
0.305781	
   36	
   0.008494	
  
Total	
   0.341195	
   38	
   	
  	
   	
  	
   	
  	
   	
  	
  
—  The	
  Simpson’s	
  diversity	
  index	
  for	
  the	
  different	
  disturbance	
  
levels	
  did	
  not	
  differ	
  significantly	
  (p=0.139).	
  	
  
Discussion:	
  Limita+ons	
  and	
  Future	
  Studies	
  
—  Limitations	
  
—  Small	
  sample	
  size	
  
—  Confined	
  to	
  low	
  tide	
  so	
  I	
  could	
  get	
  around	
  the	
  beaches	
  
—  Large	
  flocks	
  of	
  birds	
  sometimes	
  difficult	
  to	
  get	
  an	
  exact	
  count	
  
—  UTV	
  in	
  high	
  demand	
  
—  Future	
  Studies	
  
—  Time	
  of	
  day	
  
—  Water	
  Quality	
  
—  Bird	
  Behavior	
  
—  Interacting	
  affects	
  of	
  multiple	
  dependent	
  variables	
  
—  Individual	
  Species:	
  are	
  certain	
  species	
  better	
  to	
  focus	
  on,	
  can	
  they	
  tell	
  us	
  
specific	
  things	
  about	
  the	
  health	
  of	
  the	
  environment?	
  
—  More	
  sampling	
  sites	
  (smaller	
  sections	
  of	
  beach)	
  
Acknowledgements	
  
—  Bald	
  Head	
  Island	
  Conservancy	
  
—  Staff	
  
—  Board	
  of	
  Directors	
  
	
   —  Fellow	
  Interns	
  
	
  —  The	
  Public	
  
	
  
Literature	
  Cited	
  
—  Agardy,T.,	
  J.	
  Alder,	
  P.	
  Dayton,	
  S.	
  Curran,	
  A.	
  Kitchingman,	
  M.	
  Wilson,	
  A.	
  Catenazzi,	
  J.	
  Testrepo,	
  C.	
  
Birkeland,	
  S.	
  Blaber,	
  S.	
  Saifullah,	
  G.	
  Branch,	
  D.	
  Boersma,	
  S.	
  Nixon,	
  P.	
  Dugan,	
  N.	
  Davidson,	
  C.	
  
Vorosmarty.	
  2005.	
  Ecosystems	
  and	
  Human	
  Well-­‐Being:	
  Current	
  State	
  and	
  Trends.	
  Millennium	
  
Assessment	
  Report	
  Series:	
  Global	
  Assessment	
  Reports.	
  Washington,	
  DC:	
  Island	
  Press,	
  513–549.	
  
—  Grippo,	
  M.,	
  S.	
  Cooper,	
  A.	
  Massey.	
  2007.	
  Effect	
  of	
  beach	
  replenishment	
  projects	
  on	
  waterbird	
  and	
  
shorebird	
  communities.	
  Journal	
  of	
  Coastal	
  Research	
  (23),	
  5,	
  1088-­‐1096.	
  	
  
—  “Groins”.	
  An	
  Educator’s	
  Guide	
  to	
  Folly	
  Beach,	
  South	
  Carolina.	
  <
http://oceanica.cofc.edu/an%20educator'sl%20guide%20to%20folly%20beach/guide/process3.htm>.	
  
accessed	
  June	
  15,	
  2012.	
  
—  Leonard,	
  L.,	
  T.	
  Clayton,	
  O.	
  Pilkey.	
  1990.	
  An	
  analysis	
  of	
  replenished	
  beach	
  design	
  parameters	
  on	
  U.S.	
  
east	
  coast	
  barrier	
  islands.	
  Journal	
  of	
  Coastal	
  Research,	
  6,	
  15-­‐36.	
  
—  Recher,	
  H.	
  F.	
  1966.	
  Some	
  aspects	
  of	
  the	
  ecology	
  of	
  migrant	
  shorebirds.	
  Ecological	
  Society	
  of	
  America	
  
(47),	
  3,	
  393-­‐407.	
  
—  U.S.	
  NABCI	
  Committee.	
  2000.	
  The	
  north	
  American	
  bird	
  conservation	
  initiative	
  in	
  the	
  united	
  states:	
  
a	
  vision	
  of	
  American	
  bird	
  conservation.	
  U.S.	
  North	
  American	
  Bird	
  Conservation	
  Initiative,	
  
Washington,	
  D.C.	
  
Ques+ons?	
  

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Bird Study Analyzes Effects of Tides, Beach Locations and Disturbances

  • 2. Research  Ques+ons   — Do  the  tides,  beach  location,  severity  of  beach   erosion,  and  amount  of  human  disturbances   affect  the  number  of  birds  present  on  the   beach  and  the  species  richness  and  diversity   of  the  shorebirds?    
  • 3. Why  research  these  ques+ons?   —  The  groins  and  beach  renourishment  are  important  ecological  issues  for   the  Bald  Head  Island  community.  This  research  will  provide  information   on  the  shorebird  populations,  particularly  for  the  groins  area  and  how  it   compares  to  untouched  beaches  and  busy  beaches  of  the  Island.   —  The  coasts  are  very  important  and  fragile  ecosystems.  Coastal   environments  provide  many  services  to  the  greater  public  and  as  such   their  health  is  of  utmost  importance.  Birds  are  important  indicators  of   the  health  of  ecosystems.     —  Habitat  loss  and  degradation  seem  to  continue  to  be  drivers  of   shorebird  declines  (Agardy  et  al  2005).  With  this  loss  of  habitat,  those   shorebird  populations  become  “concentrated  at  fewer  sites,  increasing   the  risk  of  catastrophic  nesting  failures.”  (Grippo  et  al  2007).     —  Global  tourism  has  been  identified  as  one  of  the  most  profitable   industries.  By  determining  the  characteristics  that  appear  to  be   correlated  with  high  bird  species  diversity  and  populations  we  can  strive   to  keep  the  healthy  beaches  intact  as  much  as  possible.    
  • 4. Shorebird  Study   —  13  observation  dates   —  Recorded  time,  weather,  beach  ID,   erosion  level,  human  disturbance   level,  bird  numbers  and  species,   and  water  quality  data   —  From  my  data  I  determined  the   total  number  of  species  present   (species  richness)  and  the  species   diversity  index   —  I  ran  single  factor  ANOVAs  to   determine  whether  or  not  there   was  a  significant  difference  in  the   mean  total  number  of  birds,   species  richness,  and  species   diversity  between  the  different   dependent  (test)  variables.  
  • 5. Tides   —  3  classifications  of  tides     —  High/out  –  When  the  tide  was  on  its  way  out   —  Low/in  –  When  the  tide  was  on  its  way  in   —  Out/low/in  –  When  the  sampling  time  included  the   low  tide     **  High  tide  was  too  high  to  be  able  to  use  the  UTV  and  record  observations  in  a   reasonable  amount  of  time  
  • 6. Results:  Tides   SUMMARY   Groups   Count   Average   High/out   15   169.2667   Out/low/in   6   87.83333   Low/in   18   86.27778   Anova:  Single  Factor:  Total  Number  of  Birds   ANOVA   Source  of   Variation   SS   df   MS   F   P-­‐value   F  crit   Between   Groups   62990.21   2   31495.11   3.534767   0.039663   3.259446   Within   Groups   320763.4   36   8910.094   Total   383753.6   38                   —  The  number  of  birds  sighted  differs  significantly  (p  =  0.0397)   between  the  tides,  but  this  test  is  unable  to  tell  us  between   which  tides  this  significance  occurred.   0   20   40   60   80   100   120   140   160   180   high/out   out/low/in   low/in   169.27   87.83   86.28   Average  Number  of  Birds  
  • 7. Results:  Tides   Anova:  Single  Factor:   Species  Richness   ANOVA   Source  of   Variation   SS   df   MS   F   P-­‐value   F  crit   Between   Groups   9.15812   2   4.57906   0.839862   0.440054   3.259446   Within   Groups   196.2778   36   5.45216   Total   205.4359   38                   —  The  Simpson’s  diversity  index  for  the  different  tides   did  not  differ  significantly  (p=0.141).     ANOVA   Source  of   Variation   SS   df   MS   F   P-­‐value   F  crit   Between   Groups   0.035187   2   0.017593   2.069769   0.140975   3.259446   Within   Groups   0.306008   36   0.0085   Total   0.341195   38                   Anova:  Single  Factor:     Simpson’s  Diversity  Index   —  The  species  richness  for  the  different  tides  did  not   differ  significantly  (p=0.44).    
  • 8. Beach  Loca+on   —  3  beach  locations  were  chosen  based  on  physical   characteristics   —  1  –  East  Beach:  little  human   disturbance,  less  erosion,  a   type  of  control  (most  ‘natural’)   —  2  –  Point:  high  human   disturbance,  ‘medium’  erosion   —  3  –  Groins:  ‘medium’  human   disturbance,  high  erosion    
  • 9. Results:  Beach  Loca+on   SUMMARY   Groups   Count   Average   Beach  1   13   210   Beach  2   13   103.1538   Beach  3   13   42.15385   Anova:  Single  Factor:  Total  Number  of  Birds   ANOVA   Source  of   Variation   SS   df   MS   F   P-­‐value   F  crit   Between   Groups   187674.2   2   93837.1   17.22841   5.63E-­‐06   3.259446   Within   Groups   196079.4   36   5446.65   Total   383753.6   38                   —  The  mean  number  of  birds  sighted  differs  significantly  (p  =  5.63e-­‐6)   between  the  beach  locations,  but  this  test  is  unable  to  tell  us   between  which  beaches  this  significance  occurred.   0   50   100   150   200   250   1   2   3   210   103.15   42.15   Average  Number  of  Birds  
  • 10. Results:  Beach  Loca+on   Anova:  Single  Factor  Species  Richness   ANOVA   Source  of   Variation   SS   df   MS   F   P-­‐value   F  crit   Between   Groups   64.97436   2   32.48718   8.326396   0.001066   3.259446   Within   Groups   140.4615   36   3.901709   Total   205.4359   38                   Anova:  Single  Factor  Simpson's  Diversity  Index   ANOVA   Source  of   Variation   SS   df   MS   F   P-­‐value   F  crit   Between   Groups   0.033463   2   0.016732   1.957336   0.155976   3.259446   Within   Groups   0.307732   36   0.008548   Total   0.341195   38                   —  The  Simpson’s  diversity  index  at   the  different  beach  locations  did   not  differ  significantly  (p=0.156).     —  The  species  richness  of  birds  sighted  differs  significantly  (p  =  0.0011)   between  the  beach  locations,  but  this  test  is  unable  to  tell  us  between   which  beaches  this  significance  occurred.   0   2   4   6   8   10   1   2   3   9.23   6.38   6.62   Average  Species  Richness  
  • 11. Erosion   —  Separated  into  3  categories  depending  on  level/ intensity  of  erosion     —  1  –  little  erosion,  slight  in  comparison  to  other   levels  (East  beach)   —  2  –  ‘medium’  erosion  (Point)   —  3  –  High  level  of  erosion  (Groins)     **  Erosion  was  paired  with  beach  location  since  large  changes  in  level  of   erosion  did  not  occur  in  the  few  weeks  my  study  was  conducted.    
  • 12. Results:  Erosion   SUMMARY   Groups   Count   Average   1   13   210   2   13   103.1538   3   13   42.15385   Anova:  Single  Factor:  Total  Number  of  Birds   ANOVA   Source  of   Variation   SS   df   MS   F   P-­‐value   F  crit   Between   Groups   187674.2   2   93837.1   17.22841   5.63E-­‐06   3.259446   Within   Groups   196079.4   36   5446.65   Total   383753.6   38                   —  The  mean  number  of  birds  sighted  differs  significantly  (p  =   5.63e-­‐6)  between  erosion  levels,  but  this  test  is  unable  to  tell  us   between  which  erosion  levels  this  significance  occurred.   0   50   100   150   200   250   1   2   3   210   103.15   42.15   Average  Number  of  Birds  
  • 13. Results:  Erosion   Anova:  Single  Factor  Species  Richness   ANOVA   Source  of   Variation   SS   df   MS   F   P-­‐value   F  crit   Between   Groups   64.97436   2   32.48718   8.326396   0.001066   3.259446   Within   Groups   140.4615   36   3.901709   Total   205.4359   38                   Anova:  Single  Factor  Simpson's  Diversity   Index  ANOVA   Source  of   Variation   SS   df   MS   F   P-­‐value   F  crit   Between   Groups   0.033463   2   0.016732   1.957336   0.155976   3.259446   Within   Groups   0.307732   36   0.008548   Total   0.341195   38                   —  The  Simpson’s  diversity  index  for   different  levels  of  erosion  did  not   differ  significantly  (p=0.156).     —  The  species  richness  of  birds  sighted  differs  significantly  (p  =  0.0011)   between  the  erosion  levels,  but  this  test  is  unable  to  tell  us  between   which  levels  this  significance  occurred.   0   2   4   6   8   10   1   2   3   9.23   6.38   6.62   Average  Species  Richness  
  • 14. Human  Disturbances   —  3  levels  of  human  disturbances   —  1  –  little/no  humans  ,  no  buildings/houses   —  2  –  ‘medium’  level  of  human  activity,  houses/ buildings  present   —  3  –  high  level  of  disturbance,  houses/buildings   present     **  This  varied  day  to  day,  time  of  day  often  played  a  large  role  in  the  differences   seen  between  days  at  the  same  beach  
  • 15. Results:  Human  Disturbances   SUMMARY   Groups   Count   Average                  1   19   155.7895                  2   11   44.72727                  3   9   129.6667   Anova:  Single  Factor  Total  Number  of  Birds   ANOVA   Source  of   Variation   SS   df   MS   F   P-­‐value   F  crit   Between   Groups   87408.25   2   43704.13   5.309172   0.009537   3.259446   Within   Groups   296345.3   36   8231.815   Total   383753.6   38                   —  The  mean  number  of  birds  sighted  differs  significantly  (p  =  0.0095)   between  the  different  levels  of  human  disturbance,  but  this  test  is   unable  to  tell  us  between  which  levels  this  significance  occurred.   0   20   40   60   80   100   120   140   160   1   2   3   155.79   44.73   129.67   Average  Number  of  Birds  
  • 16. Results:  Human  Disturbances   Anova:  Single  Factor    Species  Richness   ANOVA   Source  of   Variation   SS   df   MS   F   P-­‐value   F  crit   Between   Groups   30.56296   2   15.28148   3.145903   0.05506   3.259446   Within   Groups   174.8729   36   4.857582   Total   205.4359   38                   —  The  species  richness  for  the  different  disturbance  levels  did  not   differ  significantly  (p=0.055).     Anova:  Single  Factor   Simpson's  Diversity  Index   ANOVA   Source  of   Variation   SS   df   MS   F   P-­‐value   F  crit   Between   Groups   0.035414   2   0.017707   2.084674   0.139104   3.259446   Within   Groups   0.305781   36   0.008494   Total   0.341195   38                   —  The  Simpson’s  diversity  index  for  the  different  disturbance   levels  did  not  differ  significantly  (p=0.139).    
  • 17. Discussion:  Limita+ons  and  Future  Studies   —  Limitations   —  Small  sample  size   —  Confined  to  low  tide  so  I  could  get  around  the  beaches   —  Large  flocks  of  birds  sometimes  difficult  to  get  an  exact  count   —  UTV  in  high  demand   —  Future  Studies   —  Time  of  day   —  Water  Quality   —  Bird  Behavior   —  Interacting  affects  of  multiple  dependent  variables   —  Individual  Species:  are  certain  species  better  to  focus  on,  can  they  tell  us   specific  things  about  the  health  of  the  environment?   —  More  sampling  sites  (smaller  sections  of  beach)  
  • 18. Acknowledgements   —  Bald  Head  Island  Conservancy   —  Staff   —  Board  of  Directors     —  Fellow  Interns    —  The  Public    
  • 19. Literature  Cited   —  Agardy,T.,  J.  Alder,  P.  Dayton,  S.  Curran,  A.  Kitchingman,  M.  Wilson,  A.  Catenazzi,  J.  Testrepo,  C.   Birkeland,  S.  Blaber,  S.  Saifullah,  G.  Branch,  D.  Boersma,  S.  Nixon,  P.  Dugan,  N.  Davidson,  C.   Vorosmarty.  2005.  Ecosystems  and  Human  Well-­‐Being:  Current  State  and  Trends.  Millennium   Assessment  Report  Series:  Global  Assessment  Reports.  Washington,  DC:  Island  Press,  513–549.   —  Grippo,  M.,  S.  Cooper,  A.  Massey.  2007.  Effect  of  beach  replenishment  projects  on  waterbird  and   shorebird  communities.  Journal  of  Coastal  Research  (23),  5,  1088-­‐1096.     —  “Groins”.  An  Educator’s  Guide  to  Folly  Beach,  South  Carolina.  < http://oceanica.cofc.edu/an%20educator'sl%20guide%20to%20folly%20beach/guide/process3.htm>.   accessed  June  15,  2012.   —  Leonard,  L.,  T.  Clayton,  O.  Pilkey.  1990.  An  analysis  of  replenished  beach  design  parameters  on  U.S.   east  coast  barrier  islands.  Journal  of  Coastal  Research,  6,  15-­‐36.   —  Recher,  H.  F.  1966.  Some  aspects  of  the  ecology  of  migrant  shorebirds.  Ecological  Society  of  America   (47),  3,  393-­‐407.   —  U.S.  NABCI  Committee.  2000.  The  north  American  bird  conservation  initiative  in  the  united  states:   a  vision  of  American  bird  conservation.  U.S.  North  American  Bird  Conservation  Initiative,   Washington,  D.C.