/BCO-DMO/Lionfish_Invasion/lionfish_effects_on_grazing --site_treatment eq High-- Level 1

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# Effects of lionfish on grazing
#  (From sub-project "Effects of lionfish on grazing by herbivorous fishes")
# Lead P : Mark Hixon (OSU)
# Sub-Project Lead: Tye Kindinger (OSU)
# Version: 16 Aug 2013
=========================
date        site                lat        lon         area  depth_min  depth_max  reef_pair_code  nearest  tidal_chan  ex_sound  substrate_type              site_treatment  
-------------------------
07/23/2011  Shark_Rocks         23.75058   -76.12519   3030  2          3          D               1050     1000        4590      pavement/sand_with_bommies  High            
=========================
replicate  treatment  ledge_pair  ledge_treatment  filmed  obs_time  algal_pcnt_init  algal_pcnt_final  algal_loss  fish_count_tot  bites_tot  prey_tot  prey_bites_tot  adult_tot  adult_bites_tot  graze_rate    
-------------------------
1          LABS       11          Absent           Y       60        55.9322632       49.47149434       6.4607688   3               15         2         3               1          12               0.25          
2          LPRS       11          Present          Y       60        54.2215144       45.4059667        8.8155477   2               54         0         0               2          54               0.9           
3          LABS       12          Absent           N       20        59.4692426       48.96766035       10.5015823  1               16         1         16              0          0                0.8           
4          LABS       13          Absent           N       20        63.6727201       63.24681484       0.4259052   8               148        0         0               8          148              7.4           
5          LPRS       14          Present          N       20        61.2909004       44.04252883       17.2483716  1               6          1         6               0          0                0.3           
6          LABS       14          Absent           N       20        50.3019739       49.37702447       0.9249494   1               60         0         0               1          60               3             
7          LPRS       15          Present          N       20        65.7569147       57.45984829       8.2970664   8               38         7         35              1          3                1.9           
8          LABS       15          Absent           N       20        49.747671        49.41368151       0.3339895   3               26         3         26              0          0                1.3           
9          LPRS       13          Present          N       20        56.4131973       48.2748703        8.138327    3               31         2         26              1          5                1.55          
10         LABS       16          Absent           N       20        49.7329134       44.05062823       5.6822851   0               0          0         0               0          0                0             
11         LABS       17          Absent           Y       60        65.4627409       57.35745609       8.1052848   8               25         1         2               7          23               0.416666667   
12         LPRS       17          Present          Y       60        54.3662298       50.38019802       3.9860318   2               51         1         6               1          45               0.85          
13         LABS       18          Absent           N       20        65.5065879       49.36132228       16.1452656  1               30         1         30              0          0                1.5           
14         LPRS       12          Present          N       20        58.5648888       56.23962247       2.3252663   0               0          0         0               0          0                0             
15         LPRS       18          Present          N       20        63.4668935       54.9725196        8.4943739   0               0          0         0               0          0                0             
16         LPRS       16          Present          N       20        64.950514        54.95422666       9.9962873   0               0          0         0               0          0                0             
17         LPRS       19          Present          N       20        64.2483499       63.09846031       1.1498896   2               34         0         0               2          34               1.7           
18         LPRS       20          Present          N       20        63.6483309       54.92078342       8.7275475   0               0          0         0               0          0                0             
19         LABS       19          Absent           N       20        65.8169049       59.3721024        6.4448025   4               128        3         125             1          3                6.4           
20         LABS       20          Absent           N       20        65.7973922       63.75160327       2.0457889   1               59         1         59              0          0                2.95          
=========================
date        site                lat        lon         area  depth_min  depth_max  reef_pair_code  nearest  tidal_chan  ex_sound  substrate_type              site_treatment  
-------------------------
07/25/2011  Woobie_Rock         23.81761   -76.18875   3180  2          7          C               215      0           1660      pavement/sand_with_bommies  High            
=========================
replicate  treatment  ledge_pair  ledge_treatment  filmed  obs_time  algal_pcnt_init  algal_pcnt_final  algal_loss  fish_count_tot  bites_tot  prey_tot  prey_bites_tot  adult_tot  adult_bites_tot  graze_rate    
-------------------------
1          LPRS       31          Present          Y       60        61.5505327       50.85547643       10.6950562  0               0          0         0               0          0                0             
2          LABS       31          Absent           Y       60        67.3709998       58.87886477       8.4921351   2               41         0         0               2          3                0.683333333   
3          LPRS       32          Present          N       20        95.6474745       92.50774615       3.1397283   0               0          0         0               0          0                0             
4          LABS       32          Absent           N       20        60.4026341       56.43398112       3.968653    1               49         0         0               1          49               2.45          
5          LPRS       33          Present          N       20        75.7506026       51.9867138        23.7638888  0               0          0         0               0          0                0             
6          LABS       33          Absent           N       20        78.8832143       76.24305354       2.6401607   2               16         2         16              0          0                0.8           
7          LPRS       34          Present          N       20        47.0621292       46.36121185       0.7009173   2               6          0         0               2          6                0.3           
8          LABS       34          Absent           N       20        73.2092338       66.07707727       7.1321565   5               102        5         102             0          0                5.1           
9          LPRS       35          Present          N       20        67.2049761       60.83283656       6.3721395   1               15         1         15              0          0                0.75          
10         LABS       35          Absent           N       20        77.221381        65.67486613       11.5465148  4               32         3         20              1          12               1.6           
11         LABS       36          Absent           Y       60        67.5979629       59.39309344       8.2048695   0               0          0         0               0          0                0             
12         LPRS       36          Present          Y       60        75.6124784       69.6372357        5.9752427   0               0          0         0               0          0                0             
13         LPRS       37          Present          N       20        61.9485913       59.98435441       1.9642369   0               0          0         0               0          0                0             
14         LPRS       38          Present          N       20        57.9916022       57.55716985       0.4344324   0               0          0         0               0          0                0             
15         LABS       37          Absent           N       20        66.8676616       62.82511106       4.0425505   2               68         1         60              1          8                3.4           
16         LABS       38          Absent           N       20        60.3430651       48.9966687        11.3463964  0               0          0         0               0          0                0             
17         LPRS       39          Present          N       20        52.4448737       52.20110657       0.2437671   0               0          0         0               0          0                0             
18         LABS       39          Absent           N       20        65.0439025       57.51645221       7.5274503   2               57         2         57              0          0                2.85          
19         LPRS       40          Present          N       20        63.7467151       53.19372068       10.5529944  0               0          0         0               0          0                0             
20         LABS       40          Absent           N       20        58.1807012       54.7351443        3.4455569   1               27         0         0               1          27               1.35          
=========================
date        site                lat        lon         area  depth_min  depth_max  reef_pair_code  nearest  tidal_chan  ex_sound  substrate_type              site_treatment  
-------------------------
07/27/2011  NW_Barracuda_Rocks  23.71794   -76.25342   3500  2          4          A               5510     7000        15080     pavement_with_bommies       High            
=========================
replicate  treatment  ledge_pair  ledge_treatment  filmed  obs_time  algal_pcnt_init  algal_pcnt_final  algal_loss  fish_count_tot  bites_tot  prey_tot  prey_bites_tot  adult_tot  adult_bites_tot  graze_rate    
-------------------------
1          LPRS       51          Present          Y       60        87.5368334       75.6298272        11.9070062  0               1          0         0               0          0                0.016666667   
2          LABS       51          Absent           Y       60        66.5477915       59.2943507        7.2534408   43              413        0         0               43         413              6.883333333   
3          LPRS       52          Present          N       20        60.8552383       51.8314979        9.0237404   2               21         1         18              1          3                1.05          
4          LABS       53          Absent           N       20        64.3533421       58.39700496       5.9563371   2               3          0         0               2          15               0.15          
5          LPRS       53          Present          N       20        68.3604349       48.85614447       19.5042905  1               9          0         0               1          9                0.45          
6          LABS       52          Absent           N       20        66.9147937       55.42524051       11.4895532  0               0          0         0               0          0                0             
7          LPRS       54          Present          N       20        58.6116286       53.88252395       4.7291047   2               4          2         4               0          0                0.2           
8          LABS       54          Absent           N       20        61.337844        53.26832463       8.0695193   5               36         5         36              0          0                1.8           
9          LPRS       55          Present          N       20        70.8990985       50.53135231       20.3677462  12              101        12        101             0          0                5.05          
10         LABS       55          Absent           N       20        61.5956079       43.42456909       18.1710388  15              116        15        116             0          0                5.8           
11         LABS       56          Absent           Y       60        62.5493521       52.5009973        10.0483548  59              569        0         0               59         569              9.483333333   
12         LPRS       56          Present          Y       60        68.6045823       59.25546675       9.3491156   14              87         0         0               14         87               1.45          
13         LABS       57          Absent           N       20        80.5580872       75.18090629       5.3771809   1               15         0         0               1          15               0.75          
14         LPRS       57          Present          N       20        71.6177832       62.92051029       8.6972729   0               0          0         0               0          0                0             
15         LPRS       58          Present          N       20        68.3431252       66.52298301       1.8201422   1               11         0         0               1          11               0.55          
16         LABS       58          Absent           N       20        68.4945122       64.97389129       3.5206209   0               0          0         0               0          0                0             
17         LPRS       59          Present          N       20        80.3689266       55.8353341        24.5335925  0               0          0         0               0          0                0             
18         LPRS       60          Present          N       20        59.5949456       58.89403579       0.7009098   5               75         0         0               5          75               3.75          
19         LABS       59          Absent           N       20        74.1261238       58.96024017       15.1658837  11              70         1         21              10         49               3.5           
20         LABS       60          Absent           N       20        73.327263        71.66681675       1.6604463   13              171        5         94              8          77               8.55          
=========================
date        site                lat        lon         area  depth_min  depth_max  reef_pair_code  nearest  tidal_chan  ex_sound  substrate_type              site_treatment  
-------------------------
07/29/2011  Coney_Reef          23.81251   -76.15575   1380  7          11         B               210      460         0         pavement_with_gorgonians    High            
=========================
replicate  treatment  ledge_pair  ledge_treatment  filmed  obs_time  algal_pcnt_init  algal_pcnt_final  algal_loss  fish_count_tot  bites_tot  prey_tot  prey_bites_tot  adult_tot  adult_bites_tot  graze_rate    
-------------------------
1          LPRS       71          Present          Y       60        63.6664624       62.14737468       1.5190877   2               8          0         0               2          8                0.133333333   
2          LABS       71          Absent           Y       60        73.7995117       60.23137215       13.5681395  0               0          0         0               0          0                0             
3          LABS       72          Absent           N       20        70.067415        68.41472125       1.6526937   1               1          1         1               0          0                0.05          
4          LPRS       72          Present          N       20        60.9390197       41.48221819       19.4568015  0               0          0         0               0          0                0             
5          LPRS       73          Present          N       20        76.0899281       62.39748186       13.6924462  0               0          0         0               0          0                0             
6          LABS       74          Absent           N       20        59.7820694       51.51363032       8.2684391   1               15         1         15              0          0                0.75          
7          LPRS       74          Present          N       20        74.7583338       59.238659         15.5196748  1               1          0         0               1          1                0.05          
8          LABS       73          Absent           N       20        71.8256656       61.50597156       10.319694   0               0          0         0               0          0                0             
9          LPRS       75          Present          N       20        61.7316903       54.16297066       7.5687197   1               2          0         0               1          2                0.1           
10         LABS       75          Absent           N       20        75.7756041       66.93401322       8.8415909   2               6          0         0               2          6                0.3           
11         LABS       76          Absent           Y       60        85.8136444       68.4009433        17.4127011  1               2          0         0               1          2                0.033333333   
12         LPRS       76          Present          Y       60        66.2279045       64.25263381       1.9752707   0               0          0         0               0          0                0             
13         LABS       77          Absent           N       20        70.1284111       69.59925252       0.5291585   1               6          1         6               0          0                0.3           
14         LPRS       77          Present          N       20        76.7651268       63.95271875       12.8124081  3               7          0         0               3          7                0.35          
15         LPRS       78          Present          N       20        54.7580287       54.12736848       0.6306602   0               0          0         0               0          0                0             
16         LABS       78          Absent           N       20        65.0920206       64.88207845       0.2099421   0               0          0         0               0          0                0             
17         LABS       79          Absent           N       20        58.1196581       57.64964749       0.4700106   1               4          1         4               0          0                0.2           
18         LPRS       79          Present          N       20        66.7372234       64.01509163       2.7221317   0               0          0         0               0          0                0             
19         LABS       80          Absent           N       20        77.8386218       67.68615933       10.1524624  1               19         1         19              0          0                0.95          
20         LPRS       80          Present          N       20        60.6283992       58.97935753       1.6490417   1               3          1         3               0          0                0.15          
=========================
date        site                lat        lon         area  depth_min  depth_max  reef_pair_code  nearest  tidal_chan  ex_sound  substrate_type              site_treatment  
-------------------------
07/31/2011  Windsock            23.74285   -76.07574   3000  3          4          E               210      0           1050      sand_with_bommies           High            
=========================
replicate  treatment  ledge_pair  ledge_treatment  filmed  obs_time  algal_pcnt_init  algal_pcnt_final  algal_loss  fish_count_tot  bites_tot  prey_tot  prey_bites_tot  adult_tot  adult_bites_tot  graze_rate    
-------------------------
1          LABS       91          Absent           Y       60        87.8155783       78.5068417        9.3087366   4               18         2         3               2          15               0.3           
2          LPRS       91          Present          Y       60        71.6061344       66.52574362       5.0803908   2               16         0         0               2          16               0.266666667   
3          LPRS       92          Present          N       20        88.6165242       75.41330822       13.203216   1               30         0         0               1          30               1.5           
4          LABS       92          Absent           N       20        74.3228075       66.44512854       7.8776789   3               69         0         0               3          69               3.45          
5          LPRS       93          Present          N       20        84.6099068       78.83506182       5.7748449   0               0          0         0               0          0                0             
6          LABS       93          Absent           N       20        88.7697431       69.7449763        19.0247668  0               0          0         0               0          0                0             
7          LPRS       94          Present          N       20        67.7785376       53.08299141       14.6955462  0               0          0         0               0          0                0             
8          LPRS       95          Present          N       20        80.8413937       74.70496255       6.1364311   0               0          0         0               0          0                0             
9          LABS       94          Absent           N       20        71.0050461       60.53700917       10.4680369  0               0          0         0               0          0                0             
10         LABS       95          Absent           N       20        81.1003324       76.36343406       4.7368983   2               14         1         4               1          10               0.7           
11         LPRS       96          Present          Y       60        67.2376164       58.12195331       9.1156631   0               0          0         0               0          0                0             
12         LABS       96          Absent           Y       60        72.592966        72.01305585       0.5799101   0               0          0         0               0          0                0             
13         LABS       97          Absent           N       20        59.6095711       47.78382377       11.8257473  3               105        0         0               3          105              5.25          
14         LABS       98          Absent           N       20        66.9524336       57.75301937       9.1994142   0               0          0         0               0          0                0             
15         LPRS       98          Present          N       20        69.7660982       68.79586098       0.9702372   0               0          0         0               0          0                0             
16         LPRS       97          Present          N       20        47.2467669       45.59862984       1.648137    0               0          0         0               0          0                0             
17         LPRS       99          Present          N       20        69.7322143       69.57205228       0.160162    4               35         2         10              2          25               1.75          
18         LABS       99          Absent           N       20        47.3685707       46.85367188       0.5148988   0               0          0         0               0          0                0             
19         LABS       100         Absent           N       20        66.1905973       58.20946289       7.9811344   2               17         0         0               2          17               0.85          
20         LPRS       100         Present          N       20        42.282969        41.61252989       0.6704391   1               3          0         0               1          3                0.15