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The models are based on extensive experimental data of microbial behavior in liquid microbiological media
 and food.

 There can be no guarantee that predicted values will match those that would occur in any specific food
 system. Before the models could be used in such a manner, the user would have to validate the models for     O
 each specific food of interest.



Growth Model: Staphylococcus aureus (Broth Culture, Aerobic)

         Input Conditions                                                             Modeled Growth
                                                                                               log(CFU/ml)
         Aerobic    Anaerobic
                                                                                       Hours    Lag No Lag
          Temperature in:
                                                                                         0.00 3.16     3.43
                °C        °F                                                             0.20 3.16     3.44
           Temperature                                                                   0.40 3.17     3.45
       Range: 10.0 to 42.0 °C                                                            0.60 3.17     3.45
                                                                                         0.80 3.17     3.46
                                                                                         1.00 3.18     3.46
 14.0                                                                                    1.20 3.18     3.47
                                                                                         1.40 3.18     3.48
                pH
                                                                                         1.60 3.18     3.48
         Range: 4.5 to 9.0
                                                                                         1.80 3.19     3.49
                                                                                         2.00 3.19     3.50
 6.5                                                                                     2.20 3.19     3.50
       Sodium Chloride                                                                   2.40 3.20     3.51
 Range: 0.5 to 12.5 (% [g/dL])                                                           2.60 3.20     3.51
                                           Modeled Growth Parameters
                                                                                         2.80 3.21     3.52
                                   Lag Phase Duration:             12.50 (hours)
                                                                                         3.00 3.21     3.53
                        0.5        Generation Time:                  4.97 (hours)        3.20 3.21     3.53
           Sodium Nitrite          Growth Rate:              0.061(log(cfu/ml)/h)        3.40 3.22     3.54
        Range: 0 to 150 ppm        Max Population Density:     9.57 (log(cfu/ml))        3.60 3.22     3.55
                                                                                         3.80 3.22     3.55
 0                                                                                       4.00 3.23     3.56
          Initial Level                                                                  4.20 3.23     3.57
 Range: 3.0 to 5.9 log(CFU/ml)                                                           4.40 3.24     3.58
                                                                                         4.60 3.24     3.58
            3                                                                            4.80 3.24     3.59
                                                                                         5.00 3.25     3.60
                                                                                         5.20 3.25     3.60
         Calculate Grow th Data
                                                                                         5.40 3.26     3.61
                                                                                         5.60 3.26     3.62
                                                                                         5.80 3.26     3.63
                                                                                         6.00 3.27     3.63
                                                                                         6.20 3.27     3.64
                                                                                         6.40 3.28     3.65
                                                                                         6.60 3.28     3.66
Source:                                                                             6.80 3.29   3.66
R.L. Buchanan, J.L. Smith, C. McColgan, B.S. Marmer, M.H. Golden and B.J. Dell,     7.00 3.29   3.67
Response Surface Models for the Effects of Temperature, pH, Sodium Chloride, and    7.20 3.29   3.68
Sodium Nitrite on the Aerobic and Anaerobic Growth of Staphylococcus aureus
                                                                                    7.40 3.30   3.69
196E: Journal of Food Safety (1993) 13:159-175 -
http://wyndmoor.arserrc.gov/vpubs/viewpub.aspx?iden=5865                            7.60 3.30   3.69
                                                                                    7.80 3.31   3.70
                                                                                    8.00 3.31   3.71
                                                                                    8.20 3.32   3.72
                                                                                    8.40 3.32   3.73
                                                                                    8.60 3.33   3.73
                                                                                    8.80 3.33   3.74
                                                                                    9.00 3.34   3.75
                                                                                    9.20 3.34   3.76
                                                                                    9.40 3.35   3.77
                                                                                    9.60 3.35   3.78
                                                                                    9.80 3.36   3.78
                                                                                   10.00 3.36   3.79
                                                                                   10.20 3.37   3.80
                                                                                   10.40 3.37   3.81
                                                                                   10.60 3.38   3.82
                                                                                   10.80 3.39   3.83
                                                                                   11.00 3.39   3.83
                                                                                   11.20 3.40   3.84
                                                                                   11.40 3.40   3.85
                                                                                   11.60 3.41   3.86
                                                                                   11.80 3.41   3.87
                                                                                   12.00 3.42   3.88
                                                                                   12.20 3.42   3.89
                                                                                   12.40 3.43   3.90
                                                                                   12.60 3.44   3.90
                                                                                   12.80 3.44   3.91
                                                                                   13.00 3.45   3.92
                                                                                   13.20 3.45   3.93
                                                                                   13.40 3.46   3.94
                                                                                   13.60 3.47   3.95
                                                                                   13.80 3.47   3.96
                                                                                   14.00 3.48   3.97
                                                                                   14.20 3.49   3.98
                                                                                   14.40 3.49   3.99
                                                                                   14.60 3.50   4.00
                                                                                   14.80 3.50   4.01
                                                                                   15.00 3.51   4.02
                                                                                   15.20 3.52   4.03
                                                                                   15.40 3.52   4.03
                                                                                   15.60 3.53   4.04
                                                                                   15.80 3.54   4.05
16.00 3.54   4.06
16.20 3.55   4.07
16.40 3.56   4.08
16.60 3.57   4.09
16.80 3.57   4.10
17.00 3.58   4.11
17.20 3.59   4.12
17.40 3.59   4.13
17.60 3.60   4.14
17.80 3.61   4.15
18.00 3.62   4.16
18.20 3.62   4.17
18.40 3.63   4.18
18.60 3.64   4.19
18.80 3.64   4.20
19.00 3.65   4.21
19.20 3.66   4.22
19.40 3.67   4.23
19.60 3.68   4.24
19.80 3.68   4.26
20.00 3.69   4.27
20.20 3.70   4.28
20.40 3.71   4.29
20.60 3.71   4.30
20.80 3.72   4.31
21.00 3.73   4.32
21.20 3.74   4.33
21.40 3.75   4.34
21.60 3.75   4.35
21.80 3.76   4.36
22.00 3.77   4.37
22.20 3.78   4.38
22.40 3.79   4.39
22.60 3.80   4.40
22.80 3.80   4.41
23.00 3.81   4.43
23.20 3.82   4.44
23.40 3.83   4.45
23.60 3.84   4.46
23.80 3.85   4.47
24.00 3.86   4.48
24.20 3.87   4.49
24.40 3.87   4.50
24.60 3.88   4.51
24.80 3.89   4.53
25.00 3.90   4.54
25.20 3.91   4.55
25.40 3.92   4.56
25.60 3.93   4.57
25.80 3.94   4.58
26.00 3.95   4.59
26.20 3.96   4.60
26.40 3.96   4.62
26.60 3.97   4.63
26.80 3.98   4.64
27.00 3.99   4.65
27.20 4.00   4.66
27.40 4.01   4.67
27.60 4.02   4.68
27.80 4.03   4.70
28.00 4.04   4.71
28.20 4.05   4.72
28.40 4.06   4.73
28.60 4.07   4.74
28.80 4.08   4.75
29.00 4.09   4.76
29.20 4.10   4.78
29.40 4.11   4.79
29.60 4.12   4.80
29.80 4.13   4.81
30.00 4.14   4.82
30.20 4.15   4.83
30.40 4.16   4.85
30.60 4.17   4.86
30.80 4.18   4.87
31.00 4.19   4.88
31.20 4.20   4.89
31.40 4.21   4.91
31.60 4.22   4.92
31.80 4.23   4.93
32.00 4.24   4.94
32.20 4.25   4.95
32.40 4.26   4.96
32.60 4.27   4.98
32.80 4.28   4.99
33.00 4.29   5.00
33.20 4.30   5.01
33.40 4.31   5.02
33.60 4.32   5.04
33.80 4.33   5.05
34.00 4.35   5.06
34.20 4.36   5.07
34.40 4.37   5.08
34.60 4.38   5.10
34.80 4.39   5.11
35.00 4.40   5.12
35.20 4.41   5.13
35.40 4.42   5.14
35.60 4.43   5.16
35.80 4.44   5.17
36.00 4.45   5.18
36.20 4.46   5.19
36.40 4.48   5.20
36.60 4.49   5.22
36.80 4.50   5.23
37.00 4.51   5.24
37.20 4.52   5.25
37.40 4.53   5.26
37.60 4.54   5.28
37.80 4.55   5.29
38.00 4.56   5.30
38.20 4.58   5.31
38.40 4.59   5.33
38.60 4.60   5.34
38.80 4.61   5.35
39.00 4.62   5.36
39.20 4.63   5.37
39.40 4.64   5.39
39.60 4.66   5.40
39.80 4.67   5.41
40.00 4.68   5.42
40.20 4.69   5.43
40.40 4.70   5.45
40.60 4.71   5.46
40.80 4.72   5.47
41.00 4.74   5.48
41.20 4.75   5.49
41.40 4.76   5.51
41.60 4.77   5.52
41.80 4.78   5.53
42.00 4.79   5.54
42.20 4.81   5.55
42.40 4.82   5.57
42.60 4.83   5.58
42.80 4.84   5.59
43.00 4.85   5.60
43.20 4.86   5.62
43.40 4.88   5.63
43.60 4.89   5.64
43.80 4.90   5.65
44.00 4.91   5.66
44.20 4.92   5.68
44.40 4.94   5.69
44.60 4.95   5.70
44.80 4.96   5.71
45.00 4.97   5.72
45.20 4.98   5.74
45.40 4.99   5.75
45.60 5.01   5.76
45.80 5.02   5.77
46.00 5.03   5.78
46.20 5.04   5.80
46.40 5.05   5.81
46.60 5.07   5.82
46.80 5.08   5.83
47.00 5.09   5.84
47.20 5.10   5.86
47.40 5.11   5.87
47.60 5.13   5.88
47.80 5.14   5.89
48.00 5.15   5.90
48.20 5.16   5.91
48.40 5.17   5.93
48.60 5.19   5.94
48.80 5.20   5.95
49.00 5.21   5.96
49.20 5.22   5.97
49.40 5.23   5.99
49.60 5.25   6.00
49.80 5.26   6.01
50.00 5.27   6.02
50.20 5.28   6.03
50.40 5.30   6.04
50.60 5.31   6.06
50.80 5.32   6.07
51.00 5.33   6.08
51.20 5.34   6.09
51.40 5.36   6.10
51.60 5.37   6.11
51.80 5.38   6.13
52.00 5.39   6.14
52.20 5.40   6.15
52.40 5.42   6.16
52.60 5.43   6.17
52.80 5.44   6.18
53.00 5.45   6.20
53.20 5.46   6.21
53.40 5.48   6.22
53.60 5.49   6.23
53.80 5.50   6.24
54.00 5.51   6.25
54.20 5.53   6.27
54.40 5.54   6.28
54.60 5.55   6.29
54.80 5.56   6.30
55.00 5.57   6.31
55.20 5.59   6.32
55.40 5.60   6.33
55.60 5.61   6.34
55.80 5.62   6.36
56.00 5.63   6.37
56.20 5.65   6.38
56.40 5.66   6.39
56.60 5.67   6.40
56.80 5.68   6.41
57.00 5.69   6.42
57.20 5.71   6.43
57.40 5.72   6.45
57.60 5.73   6.46
57.80 5.74   6.47
58.00 5.75   6.48
58.20 5.77   6.49
58.40 5.78   6.50
58.60 5.79   6.51
58.80 5.80   6.52
59.00 5.81   6.53
59.20 5.83   6.55
59.40 5.84   6.56
59.60 5.85   6.57
59.80 5.86   6.58
60.00 5.87   6.59
60.20 5.89   6.60
60.40 5.90   6.61
60.60 5.91   6.62
60.80 5.92   6.63
61.00 5.93   6.64
61.20 5.94   6.65
61.40 5.96   6.66
61.60 5.97   6.68
61.80 5.98   6.69
62.00 5.99   6.70
62.20 6.00   6.71
62.40 6.02   6.72
62.60 6.03   6.73
62.80 6.04   6.74
63.00 6.05   6.75
63.20 6.06   6.76
63.40 6.07   6.77
63.60 6.09   6.78
63.80 6.10   6.79
64.00 6.11   6.80
64.20 6.12   6.81
64.40 6.13   6.82
64.60 6.14   6.83
64.80 6.16   6.84
65.00 6.17   6.85
65.20 6.18   6.86
65.40 6.19   6.87
65.60 6.20   6.88
65.80 6.21   6.89
66.00 6.23   6.90
66.20 6.24   6.91
66.40 6.25   6.93
66.60 6.26   6.94
66.80 6.27   6.95
67.00 6.28   6.96
67.20 6.29   6.97
67.40 6.31   6.98
67.60 6.32   6.99
67.80 6.33   7.00
68.00 6.34   7.01
68.20 6.35   7.02
68.40 6.36   7.03
68.60 6.37   7.04
68.80 6.38   7.04
69.00 6.40   7.05
69.20 6.41   7.06
69.40 6.42   7.07
69.60 6.43   7.08
69.80 6.44   7.09
70.00 6.45   7.10
70.20 6.46   7.11
70.40 6.47   7.12
70.60 6.48   7.13
70.80 6.50   7.14
71.00 6.51   7.15
71.20 6.52   7.16
71.40 6.53   7.17
71.60 6.54   7.18
71.80 6.55   7.19
72.00 6.56   7.20
72.20 6.57   7.21
72.40 6.58   7.22
72.60 6.59   7.23
72.80 6.61   7.24
73.00 6.62   7.25
73.20 6.63   7.25
73.40 6.64   7.26
73.60 6.65   7.27
73.80 6.66   7.28
74.00 6.67   7.29
74.20 6.68   7.30
74.40 6.69   7.31
74.60 6.70   7.32
74.80 6.71   7.33
75.00 6.72   7.34
75.20 6.73   7.35
75.40 6.74   7.36
75.60 6.75   7.36
75.80 6.77   7.37
76.00 6.78   7.38
76.20 6.79   7.39
76.40 6.80   7.40
76.60 6.81   7.41
76.80 6.82   7.42
77.00 6.83   7.43
77.20 6.84   7.43
77.40 6.85   7.44
77.60 6.86   7.45
77.80 6.87   7.46
78.00 6.88   7.47
78.20 6.89   7.48
78.40 6.90   7.49
78.60 6.91   7.50
78.80 6.92   7.50
79.00 6.93   7.51
79.20 6.94   7.52
79.40 6.95   7.53
79.60 6.96   7.54
79.80 6.97   7.55
80.00 6.98   7.55
80.20 6.99   7.56
80.40 7.00   7.57
80.60 7.01   7.58
80.80 7.02   7.59
81.00 7.03   7.60
81.20 7.04   7.60
81.40 7.05   7.61
81.60 7.06   7.62
81.80 7.07   7.63
82.00 7.08   7.64
82.20 7.09   7.64
82.40 7.10   7.65
82.60 7.11   7.66
82.80 7.12   7.67
83.00 7.13   7.68
83.20 7.14   7.68
83.40 7.15   7.69
83.60 7.16   7.70
83.80 7.17   7.71
84.00 7.18   7.72
84.20 7.18   7.72
84.40 7.19   7.73
84.60 7.20   7.74
84.80 7.21   7.75
85.00 7.22   7.76
85.20 7.23   7.76
85.40 7.24   7.77
85.60 7.25   7.78
85.80 7.26   7.79
86.00 7.27   7.79
86.20 7.28   7.80
86.40 7.29   7.81
86.60 7.30   7.82
86.80 7.31   7.82
87.00 7.31   7.83
87.20 7.32   7.84
87.40 7.33   7.85
87.60 7.34   7.85
87.80 7.35   7.86
88.00 7.36   7.87
88.20 7.37   7.88
88.40 7.38   7.88
88.60 7.39   7.89
88.80 7.40   7.90
89.00 7.40   7.90
89.20 7.41   7.91
89.40 7.42   7.92
89.60 7.43   7.93
89.80 7.44   7.93
90.00 7.45   7.94
90.20 7.46   7.95
90.40 7.47   7.95
90.60 7.47   7.96
90.80 7.48   7.97
91.00 7.49   7.97
91.20 7.50   7.98
91.40 7.51   7.99
91.60 7.52   8.00
91.80 7.53   8.00
92.00 7.53   8.01
92.20 7.54   8.02
92.40 7.55   8.02
92.60 7.56   8.03
92.80 7.57   8.04
93.00 7.58   8.04
93.20 7.58   8.05
93.40 7.59   8.06
93.60 7.60   8.06
93.80 7.61   8.07
94.00 7.62   8.08
94.20 7.62   8.08
94.40 7.63   8.09
94.60 7.64   8.10
94.80 7.65   8.10
95.00 7.66   8.11
95.20 7.67   8.11
95.40 7.67   8.12
95.60 7.68   8.13
95.80 7.69   8.13
96.00 7.70   8.14
96.20 7.70   8.15
96.40 7.71   8.15
96.60 7.72   8.16
96.80 7.73   8.17
97.00 7.74   8.17
97.20 7.74   8.18
97.40 7.75   8.18
97.60 7.76   8.19
97.80 7.77   8.20
98.00 7.77   8.20
98.20 7.78   8.21
98.40 7.79   8.21
98.60 7.80   8.22
98.80 7.80   8.23
 99.00 7.81   8.23
 99.20 7.82   8.24
 99.40 7.83   8.24
 99.60 7.83   8.25
 99.80 7.84   8.26
100.00 7.85   8.26
100.20 7.86   8.27
100.40 7.86   8.27
100.60 7.87   8.28
100.80 7.88   8.29
101.00 7.89   8.29
101.20 7.89   8.30
101.40 7.90   8.30
101.60 7.91   8.31
101.80 7.92   8.31
102.00 7.92   8.32
102.20 7.93   8.33
102.40 7.94   8.33
102.60 7.94   8.34
102.80 7.95   8.34
103.00 7.96   8.35
103.20 7.96   8.35
103.40 7.97   8.36
103.60 7.98   8.36
103.80 7.99   8.37
104.00 7.99   8.37
104.20 8.00   8.38
104.40 8.01   8.39
104.60 8.01   8.39
104.80 8.02   8.40
105.00 8.03   8.40
105.20 8.03   8.41
105.40 8.04   8.41
105.60 8.05   8.42
105.80 8.05   8.42
106.00 8.06   8.43
106.20 8.07   8.43
106.40 8.07   8.44
106.60 8.08   8.44
106.80 8.09   8.45
107.00 8.09   8.45
107.20 8.10   8.46
107.40 8.11   8.46
107.60 8.11   8.47
107.80 8.12   8.47
108.00 8.12   8.48
108.20 8.13   8.48
108.40 8.14   8.49
108.60 8.14   8.49
108.80 8.15   8.50
109.00 8.16   8.50
109.20 8.16   8.51
109.40 8.17   8.51
109.60 8.17   8.52
109.80 8.18   8.52
110.00 8.19   8.53
110.20 8.19   8.53
110.40 8.20   8.54
110.60 8.21   8.54
110.80 8.21   8.55
111.00 8.22   8.55
111.20 8.22   8.56
111.40 8.23   8.56
111.60 8.24   8.56
111.80 8.24   8.57
112.00 8.25   8.57
112.20 8.25   8.58
112.40 8.26   8.58
112.60 8.27   8.59
112.80 8.27   8.59
113.00 8.28   8.60
113.20 8.28   8.60
113.40 8.29   8.61
113.60 8.29   8.61
113.80 8.30   8.61
114.00 8.31   8.62
114.20 8.31   8.62
114.40 8.32   8.63
114.60 8.32   8.63
114.80 8.33   8.64
115.00 8.33   8.64
115.20 8.34   8.65
115.40 8.34   8.65
115.60 8.35   8.65
115.80 8.36   8.66
116.00 8.36   8.66
116.20 8.37   8.67
116.40 8.37   8.67
116.60 8.38   8.67
116.80 8.38   8.68
117.00 8.39   8.68
117.20 8.39   8.69
117.40 8.40   8.69
117.60 8.40   8.70
117.80 8.41   8.70
118.00 8.41   8.70
118.20 8.42   8.71
118.40 8.43   8.71
118.60 8.43   8.72
118.80 8.44   8.72
119.00 8.44   8.72
119.20 8.45   8.73
119.40 8.45   8.73
119.60 8.46   8.74
119.80 8.46   8.74
120.00 8.47   8.74
120.20 8.47   8.75
120.40 8.48   8.75
120.60 8.48   8.75
120.80 8.49   8.76
121.00 8.49   8.76
121.20 8.50   8.77
121.40 8.50   8.77
121.60 8.51   8.77
121.80 8.51   8.78
122.00 8.52   8.78
122.20 8.52   8.78
122.40 8.53   8.79
122.60 8.53   8.79
122.80 8.53   8.80
123.00 8.54   8.80
123.20 8.54   8.80
123.40 8.55   8.81
123.60 8.55   8.81
123.80 8.56   8.81
124.00 8.56   8.82
124.20 8.57   8.82
124.40 8.57   8.82
124.60 8.58   8.83
124.80 8.58   8.83
125.00 8.59   8.83
125.20 8.59   8.84
125.40 8.59   8.84
125.60 8.60   8.85
125.80 8.60   8.85
126.00 8.61   8.85
126.20 8.61   8.86
126.40 8.62   8.86
126.60 8.62   8.86
126.80 8.63   8.87
127.00 8.63   8.87
127.20 8.63   8.87
127.40 8.64   8.88
127.60 8.64   8.88
127.80 8.65   8.88
128.00 8.65   8.89
128.20 8.66   8.89
128.40 8.66   8.89
128.60 8.66   8.89
128.80 8.67   8.90
129.00 8.67   8.90
129.20 8.68   8.90
129.40 8.68   8.91
129.60 8.69   8.91
129.80 8.69   8.91
130.00 8.69   8.92
130.20 8.70   8.92
130.40 8.70   8.92
130.60 8.71   8.93
130.80 8.71   8.93
131.00 8.71   8.93
131.20 8.72   8.94
131.40 8.72   8.94
131.60 8.73   8.94
131.80 8.73   8.94
132.00 8.73   8.95
132.20 8.74   8.95
132.40 8.74   8.95
132.60 8.75   8.96
132.80 8.75   8.96
133.00 8.75   8.96
133.20 8.76   8.96
133.40 8.76   8.97
133.60 8.76   8.97
133.80 8.77   8.97
134.00 8.77   8.98
134.20 8.78   8.98
134.40 8.78   8.98
134.60 8.78   8.98
134.80 8.79   8.99
135.00 8.79   8.99
135.20 8.79   8.99
135.40 8.80   9.00
135.60 8.80   9.00
135.80 8.80   9.00
136.00 8.81   9.00
136.20 8.81   9.01
136.40 8.82   9.01
136.60 8.82   9.01
136.80 8.82   9.01
137.00 8.83   9.02
137.20 8.83   9.02
137.40 8.83   9.02
137.60 8.84   9.03
137.80 8.84   9.03
138.00 8.84   9.03
138.20 8.85   9.03
138.40 8.85   9.04
138.60 8.85   9.04
138.80 8.86   9.04
139.00 8.86   9.04
139.20 8.86   9.05
139.40 8.87   9.05
139.60 8.87   9.05
139.80 8.87   9.05
140.00 8.88   9.06
140.20 8.88   9.06
140.40 8.88   9.06
140.60 8.89   9.06
140.80 8.89   9.07
141.00 8.89   9.07
141.20 8.90   9.07
141.40 8.90   9.07
141.60 8.90   9.08
141.80 8.91   9.08
142.00 8.91   9.08
142.20 8.91   9.08
142.40 8.92   9.08
142.60 8.92   9.09
142.80 8.92   9.09
143.00 8.92   9.09
143.20 8.93   9.09
143.40 8.93   9.10
143.60 8.93   9.10
143.80 8.94   9.10
144.00 8.94   9.10
144.20 8.94   9.11
144.40 8.95   9.11
144.60 8.95   9.11
144.80 8.95   9.11
145.00 8.95   9.11
145.20 8.96   9.12
145.40 8.96   9.12
145.60 8.96   9.12
145.80 8.97   9.12
146.00 8.97   9.13
146.20 8.97   9.13
146.40 8.97   9.13
146.60 8.98   9.13
146.80 8.98   9.13
147.00 8.98   9.14
147.20 8.99   9.14
147.40 8.99   9.14
147.60 8.99   9.14
147.80 8.99   9.14
148.00 9.00   9.15
148.20 9.00   9.15
148.40 9.00   9.15
148.60 9.01   9.15
148.80 9.01   9.15
149.00 9.01   9.16
149.20 9.01   9.16
149.40 9.02   9.16
149.60 9.02   9.16
149.80 9.02   9.16
150.00 9.02   9.17
150.20 9.03   9.17
150.40 9.03   9.17
150.60 9.03   9.17
150.80 9.03   9.17
151.00 9.04   9.18
151.20 9.04   9.18
151.40 9.04   9.18
151.60 9.04   9.18
151.80 9.05   9.18
152.00 9.05   9.19
152.20 9.05   9.19
152.40 9.05   9.19
152.60 9.06   9.19
152.80 9.06   9.19
153.00 9.06   9.19
153.20 9.06   9.20
153.40 9.07   9.20
153.60 9.07   9.20
153.80 9.07   9.20
154.00 9.07   9.20
154.20 9.08   9.21
154.40 9.08   9.21
154.60 9.08   9.21
154.80 9.08   9.21
155.00 9.09   9.21
155.20 9.09   9.21
155.40 9.09   9.22
155.60 9.09   9.22
155.80 9.10   9.22
156.00 9.10   9.22
156.20 9.10   9.22
156.40 9.10   9.22
156.60 9.10   9.23
156.80 9.11   9.23
157.00 9.11   9.23
157.20 9.11   9.23
157.40 9.11   9.23
157.60 9.12   9.23
157.80 9.12   9.24
158.00 9.12   9.24
158.20 9.12   9.24
158.40 9.12   9.24
158.60 9.13   9.24
158.80 9.13   9.24
159.00 9.13   9.25
159.20 9.13   9.25
159.40 9.13   9.25
159.60 9.14   9.25
159.80 9.14   9.25
160.00 9.14   9.25
160.20 9.14   9.25
160.40 9.15   9.26
160.60 9.15   9.26
160.80 9.15   9.26
161.00 9.15   9.26
161.20 9.15   9.26
161.40 9.16   9.26
161.60 9.16   9.27
161.80 9.16   9.27
162.00 9.16   9.27
162.20 9.16   9.27
162.40 9.17   9.27
162.60 9.17   9.27
162.80 9.17   9.27
163.00 9.17   9.28
163.20 9.17   9.28
163.40 9.17   9.28
163.60 9.18   9.28
163.80 9.18   9.28
164.00 9.18   9.28
164.20 9.18   9.28
164.40 9.18   9.29
164.60 9.19   9.29
164.80 9.19   9.29
165.00 9.19   9.29
165.20 9.19   9.29
165.40 9.19   9.29
165.60 9.20   9.29
165.80 9.20   9.30
166.00 9.20   9.30
166.20 9.20   9.30
166.40 9.20   9.30
166.60 9.20   9.30
166.80 9.21   9.30
167.00 9.21   9.30
167.20 9.21   9.30
167.40 9.21   9.31
167.60 9.21   9.31
167.80 9.21   9.31
168.00 9.22   9.31
168.20 9.22   9.31
168.40 9.22   9.31
168.60 9.22   9.31
168.80 9.22   9.31
169.00 9.23   9.32
169.20 9.23   9.32
169.40 9.23   9.32
169.60 9.23   9.32
169.80 9.23   9.32
170.00 9.23   9.32
170.20 9.24   9.32
170.40 9.24   9.32
170.60 9.24   9.33
170.80 9.24   9.33
171.00 9.24   9.33
171.20 9.24   9.33
171.40 9.24   9.33
171.60 9.25   9.33
171.80 9.25   9.33
172.00 9.25   9.33
172.20 9.25   9.34
172.40 9.25   9.34
172.60 9.25   9.34
172.80 9.26   9.34
173.00 9.26   9.34
173.20 9.26   9.34
173.40 9.26   9.34
173.60 9.26   9.34
173.80 9.26   9.34
174.00 9.26   9.35
174.20 9.27   9.35
174.40 9.27   9.35
174.60 9.27   9.35
174.80 9.27   9.35
175.00 9.27   9.35
175.20 9.27   9.35
175.40 9.28   9.35
175.60 9.28   9.35
175.80 9.28   9.36
176.00 9.28   9.36
176.20 9.28   9.36
176.40 9.28   9.36
176.60 9.28   9.36
176.80 9.29   9.36
177.00 9.29   9.36
177.20 9.29   9.36
177.40 9.29   9.36
177.60 9.29   9.36
177.80 9.29   9.37
178.00 9.29   9.37
178.20 9.29   9.37
178.40 9.30   9.37
178.60 9.30   9.37
178.80 9.30   9.37
179.00 9.30   9.37
179.20 9.30   9.37
179.40 9.30   9.37
179.60 9.30   9.37
179.80 9.31   9.38
180.00 9.31   9.38
180.20 9.31   9.38
180.40 9.31   9.38
180.60 9.31   9.38
180.80 9.31   9.38
181.00 9.31   9.38
181.20 9.31   9.38
181.40 9.32   9.38
181.60 9.32   9.38
181.80 9.32   9.38
182.00 9.32   9.39
182.20 9.32   9.39
182.40 9.32   9.39
182.60 9.32   9.39
182.80 9.32   9.39
183.00 9.33   9.39
183.20 9.33   9.39
183.40 9.33   9.39
183.60 9.33   9.39
183.80 9.33   9.39
184.00 9.33   9.39
184.20 9.33   9.40
184.40 9.33   9.40
184.60 9.33   9.40
184.80 9.34   9.40
185.00 9.34   9.40
185.20 9.34   9.40
185.40 9.34   9.40
185.60 9.34   9.40
185.80 9.34   9.40
186.00 9.34   9.40
186.20 9.34   9.40
186.40 9.34   9.40
186.60 9.35   9.41
186.80 9.35   9.41
187.00 9.35   9.41
187.20 9.35   9.41
187.40 9.35   9.41
187.60 9.35   9.41
187.80 9.35   9.41
188.00 9.35   9.41
188.20 9.35   9.41
188.40 9.36   9.41
188.60 9.36   9.41
188.80 9.36   9.41
189.00 9.36   9.41
189.20 9.36   9.42
189.40 9.36   9.42
189.60 9.36   9.42
189.80 9.36   9.42
190.00 9.36   9.42
190.20 9.37   9.42
190.40 9.37   9.42
190.60 9.37   9.42
190.80 9.37   9.42
191.00 9.37   9.42
191.20 9.37   9.42
191.40 9.37   9.42
191.60 9.37   9.42
191.80 9.37   9.43
192.00 9.37   9.43
192.20 9.37   9.43
192.40 9.38   9.43
192.60 9.38   9.43
192.80 9.38   9.43
193.00 9.38   9.43
193.20 9.38   9.43
193.40 9.38   9.43
193.60 9.38   9.43
193.80 9.38   9.43
194.00 9.38   9.43
194.20 9.38   9.43
194.40 9.39   9.43
194.60 9.39   9.44
194.80 9.39   9.44
195.00 9.39   9.44
195.20 9.39   9.44
195.40 9.39   9.44
195.60 9.39   9.44
195.80 9.39   9.44
196.00 9.39   9.44
196.20 9.39   9.44
196.40 9.39   9.44
196.60 9.39   9.44
196.80 9.40   9.44
197.00 9.40   9.44
197.20 9.40   9.44
197.40 9.40   9.44
197.60 9.40   9.44
197.80 9.40   9.45
198.00 9.40   9.45
198.20 9.40   9.45
198.40 9.40   9.45
198.60 9.40   9.45
198.80 9.40   9.45
199.00 9.41   9.45
199.20 9.41   9.45
199.40 9.41   9.45
199.60 9.41   9.45
199.80 9.41   9.45
200.00 9.41   9.45
200.20 9.41   9.45
200.40 9.41   9.45
200.60 9.41   9.45
200.80 9.41   9.45
201.00 9.41   9.45
201.20 9.41   9.46
201.40 9.41   9.46
201.60 9.42   9.46
201.80 9.42   9.46
202.00 9.42   9.46
202.20 9.42   9.46
202.40 9.42   9.46
202.60 9.42   9.46
202.80 9.42   9.46
203.00 9.42   9.46
203.20 9.42   9.46
203.40 9.42   9.46
203.60 9.42   9.46
203.80 9.42   9.46
204.00 9.42   9.46
204.20 9.42   9.46
204.40 9.43   9.46
204.60 9.43   9.46
204.80 9.43   9.47
205.00 9.43   9.47
205.20 9.43   9.47
205.40 9.43   9.47
205.60 9.43   9.47
205.80 9.43   9.47
206.00 9.43   9.47
206.20 9.43   9.47
206.40 9.43   9.47
206.60 9.43   9.47
206.80 9.43   9.47
207.00 9.43   9.47
207.20 9.44   9.47
207.40 9.44   9.47
207.60 9.44   9.47
207.80 9.44   9.47
208.00 9.44   9.47
208.20 9.44   9.47
208.40 9.44   9.47
208.60 9.44   9.47
208.80 9.44   9.48
209.00 9.44   9.48
209.20 9.44   9.48
209.40 9.44   9.48
209.60 9.44   9.48
209.80 9.44   9.48
210.00 9.44   9.48
210.20 9.45   9.48
210.40 9.45   9.48
210.60 9.45   9.48
210.80 9.45   9.48
211.00 9.45   9.48
211.20 9.45   9.48
211.40 9.45   9.48
211.60 9.45   9.48
211.80 9.45   9.48
212.00 9.45   9.48
212.20 9.45   9.48
212.40 9.45   9.48
212.60 9.45   9.48
212.80 9.45   9.48
213.00 9.45   9.48
213.20 9.45   9.48
213.40 9.45   9.49
213.60 9.46   9.49
213.80 9.46   9.49
214.00 9.46   9.49
214.20 9.46   9.49
214.40 9.46   9.49
214.60 9.46   9.49
214.80 9.46   9.49
215.00 9.46   9.49
215.20 9.46   9.49
215.40 9.46   9.49
215.60 9.46   9.49
215.80 9.46   9.49
216.00 9.46   9.49
216.20 9.46   9.49
216.40 9.46   9.49
216.60 9.46   9.49
216.80 9.46   9.49
217.00 9.46   9.49
217.20 9.46   9.49
217.40 9.47   9.49
217.60 9.47   9.49
217.80 9.47   9.49
218.00 9.47   9.49
218.20 9.47   9.49
218.40 9.47   9.50
               218.60 9.47   9.50
               218.80 9.47   9.50
               219.00 9.47   9.50
               219.20 9.47   9.50
               219.40 9.47   9.50
               219.60 9.47   9.50
               219.80 9.47   9.50
               220.00 9.47   9.50

ARS.USDA.gov

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Pathogen modelling program (calculo de riesgo de s. aureus en alimento bajo en sodio)

  • 1. The models are based on extensive experimental data of microbial behavior in liquid microbiological media and food. There can be no guarantee that predicted values will match those that would occur in any specific food system. Before the models could be used in such a manner, the user would have to validate the models for O each specific food of interest. Growth Model: Staphylococcus aureus (Broth Culture, Aerobic) Input Conditions Modeled Growth log(CFU/ml) Aerobic Anaerobic Hours Lag No Lag Temperature in: 0.00 3.16 3.43 °C °F 0.20 3.16 3.44 Temperature 0.40 3.17 3.45 Range: 10.0 to 42.0 °C 0.60 3.17 3.45 0.80 3.17 3.46 1.00 3.18 3.46 14.0 1.20 3.18 3.47 1.40 3.18 3.48 pH 1.60 3.18 3.48 Range: 4.5 to 9.0 1.80 3.19 3.49 2.00 3.19 3.50 6.5 2.20 3.19 3.50 Sodium Chloride 2.40 3.20 3.51 Range: 0.5 to 12.5 (% [g/dL]) 2.60 3.20 3.51 Modeled Growth Parameters 2.80 3.21 3.52 Lag Phase Duration: 12.50 (hours) 3.00 3.21 3.53 0.5 Generation Time: 4.97 (hours) 3.20 3.21 3.53 Sodium Nitrite Growth Rate: 0.061(log(cfu/ml)/h) 3.40 3.22 3.54 Range: 0 to 150 ppm Max Population Density: 9.57 (log(cfu/ml)) 3.60 3.22 3.55 3.80 3.22 3.55 0 4.00 3.23 3.56 Initial Level 4.20 3.23 3.57 Range: 3.0 to 5.9 log(CFU/ml) 4.40 3.24 3.58 4.60 3.24 3.58 3 4.80 3.24 3.59 5.00 3.25 3.60 5.20 3.25 3.60 Calculate Grow th Data 5.40 3.26 3.61 5.60 3.26 3.62 5.80 3.26 3.63 6.00 3.27 3.63 6.20 3.27 3.64 6.40 3.28 3.65 6.60 3.28 3.66
  • 2. Source: 6.80 3.29 3.66 R.L. Buchanan, J.L. Smith, C. McColgan, B.S. Marmer, M.H. Golden and B.J. Dell, 7.00 3.29 3.67 Response Surface Models for the Effects of Temperature, pH, Sodium Chloride, and 7.20 3.29 3.68 Sodium Nitrite on the Aerobic and Anaerobic Growth of Staphylococcus aureus 7.40 3.30 3.69 196E: Journal of Food Safety (1993) 13:159-175 - http://wyndmoor.arserrc.gov/vpubs/viewpub.aspx?iden=5865 7.60 3.30 3.69 7.80 3.31 3.70 8.00 3.31 3.71 8.20 3.32 3.72 8.40 3.32 3.73 8.60 3.33 3.73 8.80 3.33 3.74 9.00 3.34 3.75 9.20 3.34 3.76 9.40 3.35 3.77 9.60 3.35 3.78 9.80 3.36 3.78 10.00 3.36 3.79 10.20 3.37 3.80 10.40 3.37 3.81 10.60 3.38 3.82 10.80 3.39 3.83 11.00 3.39 3.83 11.20 3.40 3.84 11.40 3.40 3.85 11.60 3.41 3.86 11.80 3.41 3.87 12.00 3.42 3.88 12.20 3.42 3.89 12.40 3.43 3.90 12.60 3.44 3.90 12.80 3.44 3.91 13.00 3.45 3.92 13.20 3.45 3.93 13.40 3.46 3.94 13.60 3.47 3.95 13.80 3.47 3.96 14.00 3.48 3.97 14.20 3.49 3.98 14.40 3.49 3.99 14.60 3.50 4.00 14.80 3.50 4.01 15.00 3.51 4.02 15.20 3.52 4.03 15.40 3.52 4.03 15.60 3.53 4.04 15.80 3.54 4.05
  • 3. 16.00 3.54 4.06 16.20 3.55 4.07 16.40 3.56 4.08 16.60 3.57 4.09 16.80 3.57 4.10 17.00 3.58 4.11 17.20 3.59 4.12 17.40 3.59 4.13 17.60 3.60 4.14 17.80 3.61 4.15 18.00 3.62 4.16 18.20 3.62 4.17 18.40 3.63 4.18 18.60 3.64 4.19 18.80 3.64 4.20 19.00 3.65 4.21 19.20 3.66 4.22 19.40 3.67 4.23 19.60 3.68 4.24 19.80 3.68 4.26 20.00 3.69 4.27 20.20 3.70 4.28 20.40 3.71 4.29 20.60 3.71 4.30 20.80 3.72 4.31 21.00 3.73 4.32 21.20 3.74 4.33 21.40 3.75 4.34 21.60 3.75 4.35 21.80 3.76 4.36 22.00 3.77 4.37 22.20 3.78 4.38 22.40 3.79 4.39 22.60 3.80 4.40 22.80 3.80 4.41 23.00 3.81 4.43 23.20 3.82 4.44 23.40 3.83 4.45 23.60 3.84 4.46 23.80 3.85 4.47 24.00 3.86 4.48 24.20 3.87 4.49 24.40 3.87 4.50 24.60 3.88 4.51 24.80 3.89 4.53 25.00 3.90 4.54
  • 4. 25.20 3.91 4.55 25.40 3.92 4.56 25.60 3.93 4.57 25.80 3.94 4.58 26.00 3.95 4.59 26.20 3.96 4.60 26.40 3.96 4.62 26.60 3.97 4.63 26.80 3.98 4.64 27.00 3.99 4.65 27.20 4.00 4.66 27.40 4.01 4.67 27.60 4.02 4.68 27.80 4.03 4.70 28.00 4.04 4.71 28.20 4.05 4.72 28.40 4.06 4.73 28.60 4.07 4.74 28.80 4.08 4.75 29.00 4.09 4.76 29.20 4.10 4.78 29.40 4.11 4.79 29.60 4.12 4.80 29.80 4.13 4.81 30.00 4.14 4.82 30.20 4.15 4.83 30.40 4.16 4.85 30.60 4.17 4.86 30.80 4.18 4.87 31.00 4.19 4.88 31.20 4.20 4.89 31.40 4.21 4.91 31.60 4.22 4.92 31.80 4.23 4.93 32.00 4.24 4.94 32.20 4.25 4.95 32.40 4.26 4.96 32.60 4.27 4.98 32.80 4.28 4.99 33.00 4.29 5.00 33.20 4.30 5.01 33.40 4.31 5.02 33.60 4.32 5.04 33.80 4.33 5.05 34.00 4.35 5.06 34.20 4.36 5.07
  • 5. 34.40 4.37 5.08 34.60 4.38 5.10 34.80 4.39 5.11 35.00 4.40 5.12 35.20 4.41 5.13 35.40 4.42 5.14 35.60 4.43 5.16 35.80 4.44 5.17 36.00 4.45 5.18 36.20 4.46 5.19 36.40 4.48 5.20 36.60 4.49 5.22 36.80 4.50 5.23 37.00 4.51 5.24 37.20 4.52 5.25 37.40 4.53 5.26 37.60 4.54 5.28 37.80 4.55 5.29 38.00 4.56 5.30 38.20 4.58 5.31 38.40 4.59 5.33 38.60 4.60 5.34 38.80 4.61 5.35 39.00 4.62 5.36 39.20 4.63 5.37 39.40 4.64 5.39 39.60 4.66 5.40 39.80 4.67 5.41 40.00 4.68 5.42 40.20 4.69 5.43 40.40 4.70 5.45 40.60 4.71 5.46 40.80 4.72 5.47 41.00 4.74 5.48 41.20 4.75 5.49 41.40 4.76 5.51 41.60 4.77 5.52 41.80 4.78 5.53 42.00 4.79 5.54 42.20 4.81 5.55 42.40 4.82 5.57 42.60 4.83 5.58 42.80 4.84 5.59 43.00 4.85 5.60 43.20 4.86 5.62 43.40 4.88 5.63
  • 6. 43.60 4.89 5.64 43.80 4.90 5.65 44.00 4.91 5.66 44.20 4.92 5.68 44.40 4.94 5.69 44.60 4.95 5.70 44.80 4.96 5.71 45.00 4.97 5.72 45.20 4.98 5.74 45.40 4.99 5.75 45.60 5.01 5.76 45.80 5.02 5.77 46.00 5.03 5.78 46.20 5.04 5.80 46.40 5.05 5.81 46.60 5.07 5.82 46.80 5.08 5.83 47.00 5.09 5.84 47.20 5.10 5.86 47.40 5.11 5.87 47.60 5.13 5.88 47.80 5.14 5.89 48.00 5.15 5.90 48.20 5.16 5.91 48.40 5.17 5.93 48.60 5.19 5.94 48.80 5.20 5.95 49.00 5.21 5.96 49.20 5.22 5.97 49.40 5.23 5.99 49.60 5.25 6.00 49.80 5.26 6.01 50.00 5.27 6.02 50.20 5.28 6.03 50.40 5.30 6.04 50.60 5.31 6.06 50.80 5.32 6.07 51.00 5.33 6.08 51.20 5.34 6.09 51.40 5.36 6.10 51.60 5.37 6.11 51.80 5.38 6.13 52.00 5.39 6.14 52.20 5.40 6.15 52.40 5.42 6.16 52.60 5.43 6.17
  • 7. 52.80 5.44 6.18 53.00 5.45 6.20 53.20 5.46 6.21 53.40 5.48 6.22 53.60 5.49 6.23 53.80 5.50 6.24 54.00 5.51 6.25 54.20 5.53 6.27 54.40 5.54 6.28 54.60 5.55 6.29 54.80 5.56 6.30 55.00 5.57 6.31 55.20 5.59 6.32 55.40 5.60 6.33 55.60 5.61 6.34 55.80 5.62 6.36 56.00 5.63 6.37 56.20 5.65 6.38 56.40 5.66 6.39 56.60 5.67 6.40 56.80 5.68 6.41 57.00 5.69 6.42 57.20 5.71 6.43 57.40 5.72 6.45 57.60 5.73 6.46 57.80 5.74 6.47 58.00 5.75 6.48 58.20 5.77 6.49 58.40 5.78 6.50 58.60 5.79 6.51 58.80 5.80 6.52 59.00 5.81 6.53 59.20 5.83 6.55 59.40 5.84 6.56 59.60 5.85 6.57 59.80 5.86 6.58 60.00 5.87 6.59 60.20 5.89 6.60 60.40 5.90 6.61 60.60 5.91 6.62 60.80 5.92 6.63 61.00 5.93 6.64 61.20 5.94 6.65 61.40 5.96 6.66 61.60 5.97 6.68 61.80 5.98 6.69
  • 8. 62.00 5.99 6.70 62.20 6.00 6.71 62.40 6.02 6.72 62.60 6.03 6.73 62.80 6.04 6.74 63.00 6.05 6.75 63.20 6.06 6.76 63.40 6.07 6.77 63.60 6.09 6.78 63.80 6.10 6.79 64.00 6.11 6.80 64.20 6.12 6.81 64.40 6.13 6.82 64.60 6.14 6.83 64.80 6.16 6.84 65.00 6.17 6.85 65.20 6.18 6.86 65.40 6.19 6.87 65.60 6.20 6.88 65.80 6.21 6.89 66.00 6.23 6.90 66.20 6.24 6.91 66.40 6.25 6.93 66.60 6.26 6.94 66.80 6.27 6.95 67.00 6.28 6.96 67.20 6.29 6.97 67.40 6.31 6.98 67.60 6.32 6.99 67.80 6.33 7.00 68.00 6.34 7.01 68.20 6.35 7.02 68.40 6.36 7.03 68.60 6.37 7.04 68.80 6.38 7.04 69.00 6.40 7.05 69.20 6.41 7.06 69.40 6.42 7.07 69.60 6.43 7.08 69.80 6.44 7.09 70.00 6.45 7.10 70.20 6.46 7.11 70.40 6.47 7.12 70.60 6.48 7.13 70.80 6.50 7.14 71.00 6.51 7.15
  • 9. 71.20 6.52 7.16 71.40 6.53 7.17 71.60 6.54 7.18 71.80 6.55 7.19 72.00 6.56 7.20 72.20 6.57 7.21 72.40 6.58 7.22 72.60 6.59 7.23 72.80 6.61 7.24 73.00 6.62 7.25 73.20 6.63 7.25 73.40 6.64 7.26 73.60 6.65 7.27 73.80 6.66 7.28 74.00 6.67 7.29 74.20 6.68 7.30 74.40 6.69 7.31 74.60 6.70 7.32 74.80 6.71 7.33 75.00 6.72 7.34 75.20 6.73 7.35 75.40 6.74 7.36 75.60 6.75 7.36 75.80 6.77 7.37 76.00 6.78 7.38 76.20 6.79 7.39 76.40 6.80 7.40 76.60 6.81 7.41 76.80 6.82 7.42 77.00 6.83 7.43 77.20 6.84 7.43 77.40 6.85 7.44 77.60 6.86 7.45 77.80 6.87 7.46 78.00 6.88 7.47 78.20 6.89 7.48 78.40 6.90 7.49 78.60 6.91 7.50 78.80 6.92 7.50 79.00 6.93 7.51 79.20 6.94 7.52 79.40 6.95 7.53 79.60 6.96 7.54 79.80 6.97 7.55 80.00 6.98 7.55 80.20 6.99 7.56
  • 10. 80.40 7.00 7.57 80.60 7.01 7.58 80.80 7.02 7.59 81.00 7.03 7.60 81.20 7.04 7.60 81.40 7.05 7.61 81.60 7.06 7.62 81.80 7.07 7.63 82.00 7.08 7.64 82.20 7.09 7.64 82.40 7.10 7.65 82.60 7.11 7.66 82.80 7.12 7.67 83.00 7.13 7.68 83.20 7.14 7.68 83.40 7.15 7.69 83.60 7.16 7.70 83.80 7.17 7.71 84.00 7.18 7.72 84.20 7.18 7.72 84.40 7.19 7.73 84.60 7.20 7.74 84.80 7.21 7.75 85.00 7.22 7.76 85.20 7.23 7.76 85.40 7.24 7.77 85.60 7.25 7.78 85.80 7.26 7.79 86.00 7.27 7.79 86.20 7.28 7.80 86.40 7.29 7.81 86.60 7.30 7.82 86.80 7.31 7.82 87.00 7.31 7.83 87.20 7.32 7.84 87.40 7.33 7.85 87.60 7.34 7.85 87.80 7.35 7.86 88.00 7.36 7.87 88.20 7.37 7.88 88.40 7.38 7.88 88.60 7.39 7.89 88.80 7.40 7.90 89.00 7.40 7.90 89.20 7.41 7.91 89.40 7.42 7.92
  • 11. 89.60 7.43 7.93 89.80 7.44 7.93 90.00 7.45 7.94 90.20 7.46 7.95 90.40 7.47 7.95 90.60 7.47 7.96 90.80 7.48 7.97 91.00 7.49 7.97 91.20 7.50 7.98 91.40 7.51 7.99 91.60 7.52 8.00 91.80 7.53 8.00 92.00 7.53 8.01 92.20 7.54 8.02 92.40 7.55 8.02 92.60 7.56 8.03 92.80 7.57 8.04 93.00 7.58 8.04 93.20 7.58 8.05 93.40 7.59 8.06 93.60 7.60 8.06 93.80 7.61 8.07 94.00 7.62 8.08 94.20 7.62 8.08 94.40 7.63 8.09 94.60 7.64 8.10 94.80 7.65 8.10 95.00 7.66 8.11 95.20 7.67 8.11 95.40 7.67 8.12 95.60 7.68 8.13 95.80 7.69 8.13 96.00 7.70 8.14 96.20 7.70 8.15 96.40 7.71 8.15 96.60 7.72 8.16 96.80 7.73 8.17 97.00 7.74 8.17 97.20 7.74 8.18 97.40 7.75 8.18 97.60 7.76 8.19 97.80 7.77 8.20 98.00 7.77 8.20 98.20 7.78 8.21 98.40 7.79 8.21 98.60 7.80 8.22
  • 12. 98.80 7.80 8.23 99.00 7.81 8.23 99.20 7.82 8.24 99.40 7.83 8.24 99.60 7.83 8.25 99.80 7.84 8.26 100.00 7.85 8.26 100.20 7.86 8.27 100.40 7.86 8.27 100.60 7.87 8.28 100.80 7.88 8.29 101.00 7.89 8.29 101.20 7.89 8.30 101.40 7.90 8.30 101.60 7.91 8.31 101.80 7.92 8.31 102.00 7.92 8.32 102.20 7.93 8.33 102.40 7.94 8.33 102.60 7.94 8.34 102.80 7.95 8.34 103.00 7.96 8.35 103.20 7.96 8.35 103.40 7.97 8.36 103.60 7.98 8.36 103.80 7.99 8.37 104.00 7.99 8.37 104.20 8.00 8.38 104.40 8.01 8.39 104.60 8.01 8.39 104.80 8.02 8.40 105.00 8.03 8.40 105.20 8.03 8.41 105.40 8.04 8.41 105.60 8.05 8.42 105.80 8.05 8.42 106.00 8.06 8.43 106.20 8.07 8.43 106.40 8.07 8.44 106.60 8.08 8.44 106.80 8.09 8.45 107.00 8.09 8.45 107.20 8.10 8.46 107.40 8.11 8.46 107.60 8.11 8.47 107.80 8.12 8.47
  • 13. 108.00 8.12 8.48 108.20 8.13 8.48 108.40 8.14 8.49 108.60 8.14 8.49 108.80 8.15 8.50 109.00 8.16 8.50 109.20 8.16 8.51 109.40 8.17 8.51 109.60 8.17 8.52 109.80 8.18 8.52 110.00 8.19 8.53 110.20 8.19 8.53 110.40 8.20 8.54 110.60 8.21 8.54 110.80 8.21 8.55 111.00 8.22 8.55 111.20 8.22 8.56 111.40 8.23 8.56 111.60 8.24 8.56 111.80 8.24 8.57 112.00 8.25 8.57 112.20 8.25 8.58 112.40 8.26 8.58 112.60 8.27 8.59 112.80 8.27 8.59 113.00 8.28 8.60 113.20 8.28 8.60 113.40 8.29 8.61 113.60 8.29 8.61 113.80 8.30 8.61 114.00 8.31 8.62 114.20 8.31 8.62 114.40 8.32 8.63 114.60 8.32 8.63 114.80 8.33 8.64 115.00 8.33 8.64 115.20 8.34 8.65 115.40 8.34 8.65 115.60 8.35 8.65 115.80 8.36 8.66 116.00 8.36 8.66 116.20 8.37 8.67 116.40 8.37 8.67 116.60 8.38 8.67 116.80 8.38 8.68 117.00 8.39 8.68
  • 14. 117.20 8.39 8.69 117.40 8.40 8.69 117.60 8.40 8.70 117.80 8.41 8.70 118.00 8.41 8.70 118.20 8.42 8.71 118.40 8.43 8.71 118.60 8.43 8.72 118.80 8.44 8.72 119.00 8.44 8.72 119.20 8.45 8.73 119.40 8.45 8.73 119.60 8.46 8.74 119.80 8.46 8.74 120.00 8.47 8.74 120.20 8.47 8.75 120.40 8.48 8.75 120.60 8.48 8.75 120.80 8.49 8.76 121.00 8.49 8.76 121.20 8.50 8.77 121.40 8.50 8.77 121.60 8.51 8.77 121.80 8.51 8.78 122.00 8.52 8.78 122.20 8.52 8.78 122.40 8.53 8.79 122.60 8.53 8.79 122.80 8.53 8.80 123.00 8.54 8.80 123.20 8.54 8.80 123.40 8.55 8.81 123.60 8.55 8.81 123.80 8.56 8.81 124.00 8.56 8.82 124.20 8.57 8.82 124.40 8.57 8.82 124.60 8.58 8.83 124.80 8.58 8.83 125.00 8.59 8.83 125.20 8.59 8.84 125.40 8.59 8.84 125.60 8.60 8.85 125.80 8.60 8.85 126.00 8.61 8.85 126.20 8.61 8.86
  • 15. 126.40 8.62 8.86 126.60 8.62 8.86 126.80 8.63 8.87 127.00 8.63 8.87 127.20 8.63 8.87 127.40 8.64 8.88 127.60 8.64 8.88 127.80 8.65 8.88 128.00 8.65 8.89 128.20 8.66 8.89 128.40 8.66 8.89 128.60 8.66 8.89 128.80 8.67 8.90 129.00 8.67 8.90 129.20 8.68 8.90 129.40 8.68 8.91 129.60 8.69 8.91 129.80 8.69 8.91 130.00 8.69 8.92 130.20 8.70 8.92 130.40 8.70 8.92 130.60 8.71 8.93 130.80 8.71 8.93 131.00 8.71 8.93 131.20 8.72 8.94 131.40 8.72 8.94 131.60 8.73 8.94 131.80 8.73 8.94 132.00 8.73 8.95 132.20 8.74 8.95 132.40 8.74 8.95 132.60 8.75 8.96 132.80 8.75 8.96 133.00 8.75 8.96 133.20 8.76 8.96 133.40 8.76 8.97 133.60 8.76 8.97 133.80 8.77 8.97 134.00 8.77 8.98 134.20 8.78 8.98 134.40 8.78 8.98 134.60 8.78 8.98 134.80 8.79 8.99 135.00 8.79 8.99 135.20 8.79 8.99 135.40 8.80 9.00
  • 16. 135.60 8.80 9.00 135.80 8.80 9.00 136.00 8.81 9.00 136.20 8.81 9.01 136.40 8.82 9.01 136.60 8.82 9.01 136.80 8.82 9.01 137.00 8.83 9.02 137.20 8.83 9.02 137.40 8.83 9.02 137.60 8.84 9.03 137.80 8.84 9.03 138.00 8.84 9.03 138.20 8.85 9.03 138.40 8.85 9.04 138.60 8.85 9.04 138.80 8.86 9.04 139.00 8.86 9.04 139.20 8.86 9.05 139.40 8.87 9.05 139.60 8.87 9.05 139.80 8.87 9.05 140.00 8.88 9.06 140.20 8.88 9.06 140.40 8.88 9.06 140.60 8.89 9.06 140.80 8.89 9.07 141.00 8.89 9.07 141.20 8.90 9.07 141.40 8.90 9.07 141.60 8.90 9.08 141.80 8.91 9.08 142.00 8.91 9.08 142.20 8.91 9.08 142.40 8.92 9.08 142.60 8.92 9.09 142.80 8.92 9.09 143.00 8.92 9.09 143.20 8.93 9.09 143.40 8.93 9.10 143.60 8.93 9.10 143.80 8.94 9.10 144.00 8.94 9.10 144.20 8.94 9.11 144.40 8.95 9.11 144.60 8.95 9.11
  • 17. 144.80 8.95 9.11 145.00 8.95 9.11 145.20 8.96 9.12 145.40 8.96 9.12 145.60 8.96 9.12 145.80 8.97 9.12 146.00 8.97 9.13 146.20 8.97 9.13 146.40 8.97 9.13 146.60 8.98 9.13 146.80 8.98 9.13 147.00 8.98 9.14 147.20 8.99 9.14 147.40 8.99 9.14 147.60 8.99 9.14 147.80 8.99 9.14 148.00 9.00 9.15 148.20 9.00 9.15 148.40 9.00 9.15 148.60 9.01 9.15 148.80 9.01 9.15 149.00 9.01 9.16 149.20 9.01 9.16 149.40 9.02 9.16 149.60 9.02 9.16 149.80 9.02 9.16 150.00 9.02 9.17 150.20 9.03 9.17 150.40 9.03 9.17 150.60 9.03 9.17 150.80 9.03 9.17 151.00 9.04 9.18 151.20 9.04 9.18 151.40 9.04 9.18 151.60 9.04 9.18 151.80 9.05 9.18 152.00 9.05 9.19 152.20 9.05 9.19 152.40 9.05 9.19 152.60 9.06 9.19 152.80 9.06 9.19 153.00 9.06 9.19 153.20 9.06 9.20 153.40 9.07 9.20 153.60 9.07 9.20 153.80 9.07 9.20
  • 18. 154.00 9.07 9.20 154.20 9.08 9.21 154.40 9.08 9.21 154.60 9.08 9.21 154.80 9.08 9.21 155.00 9.09 9.21 155.20 9.09 9.21 155.40 9.09 9.22 155.60 9.09 9.22 155.80 9.10 9.22 156.00 9.10 9.22 156.20 9.10 9.22 156.40 9.10 9.22 156.60 9.10 9.23 156.80 9.11 9.23 157.00 9.11 9.23 157.20 9.11 9.23 157.40 9.11 9.23 157.60 9.12 9.23 157.80 9.12 9.24 158.00 9.12 9.24 158.20 9.12 9.24 158.40 9.12 9.24 158.60 9.13 9.24 158.80 9.13 9.24 159.00 9.13 9.25 159.20 9.13 9.25 159.40 9.13 9.25 159.60 9.14 9.25 159.80 9.14 9.25 160.00 9.14 9.25 160.20 9.14 9.25 160.40 9.15 9.26 160.60 9.15 9.26 160.80 9.15 9.26 161.00 9.15 9.26 161.20 9.15 9.26 161.40 9.16 9.26 161.60 9.16 9.27 161.80 9.16 9.27 162.00 9.16 9.27 162.20 9.16 9.27 162.40 9.17 9.27 162.60 9.17 9.27 162.80 9.17 9.27 163.00 9.17 9.28
  • 19. 163.20 9.17 9.28 163.40 9.17 9.28 163.60 9.18 9.28 163.80 9.18 9.28 164.00 9.18 9.28 164.20 9.18 9.28 164.40 9.18 9.29 164.60 9.19 9.29 164.80 9.19 9.29 165.00 9.19 9.29 165.20 9.19 9.29 165.40 9.19 9.29 165.60 9.20 9.29 165.80 9.20 9.30 166.00 9.20 9.30 166.20 9.20 9.30 166.40 9.20 9.30 166.60 9.20 9.30 166.80 9.21 9.30 167.00 9.21 9.30 167.20 9.21 9.30 167.40 9.21 9.31 167.60 9.21 9.31 167.80 9.21 9.31 168.00 9.22 9.31 168.20 9.22 9.31 168.40 9.22 9.31 168.60 9.22 9.31 168.80 9.22 9.31 169.00 9.23 9.32 169.20 9.23 9.32 169.40 9.23 9.32 169.60 9.23 9.32 169.80 9.23 9.32 170.00 9.23 9.32 170.20 9.24 9.32 170.40 9.24 9.32 170.60 9.24 9.33 170.80 9.24 9.33 171.00 9.24 9.33 171.20 9.24 9.33 171.40 9.24 9.33 171.60 9.25 9.33 171.80 9.25 9.33 172.00 9.25 9.33 172.20 9.25 9.34
  • 20. 172.40 9.25 9.34 172.60 9.25 9.34 172.80 9.26 9.34 173.00 9.26 9.34 173.20 9.26 9.34 173.40 9.26 9.34 173.60 9.26 9.34 173.80 9.26 9.34 174.00 9.26 9.35 174.20 9.27 9.35 174.40 9.27 9.35 174.60 9.27 9.35 174.80 9.27 9.35 175.00 9.27 9.35 175.20 9.27 9.35 175.40 9.28 9.35 175.60 9.28 9.35 175.80 9.28 9.36 176.00 9.28 9.36 176.20 9.28 9.36 176.40 9.28 9.36 176.60 9.28 9.36 176.80 9.29 9.36 177.00 9.29 9.36 177.20 9.29 9.36 177.40 9.29 9.36 177.60 9.29 9.36 177.80 9.29 9.37 178.00 9.29 9.37 178.20 9.29 9.37 178.40 9.30 9.37 178.60 9.30 9.37 178.80 9.30 9.37 179.00 9.30 9.37 179.20 9.30 9.37 179.40 9.30 9.37 179.60 9.30 9.37 179.80 9.31 9.38 180.00 9.31 9.38 180.20 9.31 9.38 180.40 9.31 9.38 180.60 9.31 9.38 180.80 9.31 9.38 181.00 9.31 9.38 181.20 9.31 9.38 181.40 9.32 9.38
  • 21. 181.60 9.32 9.38 181.80 9.32 9.38 182.00 9.32 9.39 182.20 9.32 9.39 182.40 9.32 9.39 182.60 9.32 9.39 182.80 9.32 9.39 183.00 9.33 9.39 183.20 9.33 9.39 183.40 9.33 9.39 183.60 9.33 9.39 183.80 9.33 9.39 184.00 9.33 9.39 184.20 9.33 9.40 184.40 9.33 9.40 184.60 9.33 9.40 184.80 9.34 9.40 185.00 9.34 9.40 185.20 9.34 9.40 185.40 9.34 9.40 185.60 9.34 9.40 185.80 9.34 9.40 186.00 9.34 9.40 186.20 9.34 9.40 186.40 9.34 9.40 186.60 9.35 9.41 186.80 9.35 9.41 187.00 9.35 9.41 187.20 9.35 9.41 187.40 9.35 9.41 187.60 9.35 9.41 187.80 9.35 9.41 188.00 9.35 9.41 188.20 9.35 9.41 188.40 9.36 9.41 188.60 9.36 9.41 188.80 9.36 9.41 189.00 9.36 9.41 189.20 9.36 9.42 189.40 9.36 9.42 189.60 9.36 9.42 189.80 9.36 9.42 190.00 9.36 9.42 190.20 9.37 9.42 190.40 9.37 9.42 190.60 9.37 9.42
  • 22. 190.80 9.37 9.42 191.00 9.37 9.42 191.20 9.37 9.42 191.40 9.37 9.42 191.60 9.37 9.42 191.80 9.37 9.43 192.00 9.37 9.43 192.20 9.37 9.43 192.40 9.38 9.43 192.60 9.38 9.43 192.80 9.38 9.43 193.00 9.38 9.43 193.20 9.38 9.43 193.40 9.38 9.43 193.60 9.38 9.43 193.80 9.38 9.43 194.00 9.38 9.43 194.20 9.38 9.43 194.40 9.39 9.43 194.60 9.39 9.44 194.80 9.39 9.44 195.00 9.39 9.44 195.20 9.39 9.44 195.40 9.39 9.44 195.60 9.39 9.44 195.80 9.39 9.44 196.00 9.39 9.44 196.20 9.39 9.44 196.40 9.39 9.44 196.60 9.39 9.44 196.80 9.40 9.44 197.00 9.40 9.44 197.20 9.40 9.44 197.40 9.40 9.44 197.60 9.40 9.44 197.80 9.40 9.45 198.00 9.40 9.45 198.20 9.40 9.45 198.40 9.40 9.45 198.60 9.40 9.45 198.80 9.40 9.45 199.00 9.41 9.45 199.20 9.41 9.45 199.40 9.41 9.45 199.60 9.41 9.45 199.80 9.41 9.45
  • 23. 200.00 9.41 9.45 200.20 9.41 9.45 200.40 9.41 9.45 200.60 9.41 9.45 200.80 9.41 9.45 201.00 9.41 9.45 201.20 9.41 9.46 201.40 9.41 9.46 201.60 9.42 9.46 201.80 9.42 9.46 202.00 9.42 9.46 202.20 9.42 9.46 202.40 9.42 9.46 202.60 9.42 9.46 202.80 9.42 9.46 203.00 9.42 9.46 203.20 9.42 9.46 203.40 9.42 9.46 203.60 9.42 9.46 203.80 9.42 9.46 204.00 9.42 9.46 204.20 9.42 9.46 204.40 9.43 9.46 204.60 9.43 9.46 204.80 9.43 9.47 205.00 9.43 9.47 205.20 9.43 9.47 205.40 9.43 9.47 205.60 9.43 9.47 205.80 9.43 9.47 206.00 9.43 9.47 206.20 9.43 9.47 206.40 9.43 9.47 206.60 9.43 9.47 206.80 9.43 9.47 207.00 9.43 9.47 207.20 9.44 9.47 207.40 9.44 9.47 207.60 9.44 9.47 207.80 9.44 9.47 208.00 9.44 9.47 208.20 9.44 9.47 208.40 9.44 9.47 208.60 9.44 9.47 208.80 9.44 9.48 209.00 9.44 9.48
  • 24. 209.20 9.44 9.48 209.40 9.44 9.48 209.60 9.44 9.48 209.80 9.44 9.48 210.00 9.44 9.48 210.20 9.45 9.48 210.40 9.45 9.48 210.60 9.45 9.48 210.80 9.45 9.48 211.00 9.45 9.48 211.20 9.45 9.48 211.40 9.45 9.48 211.60 9.45 9.48 211.80 9.45 9.48 212.00 9.45 9.48 212.20 9.45 9.48 212.40 9.45 9.48 212.60 9.45 9.48 212.80 9.45 9.48 213.00 9.45 9.48 213.20 9.45 9.48 213.40 9.45 9.49 213.60 9.46 9.49 213.80 9.46 9.49 214.00 9.46 9.49 214.20 9.46 9.49 214.40 9.46 9.49 214.60 9.46 9.49 214.80 9.46 9.49 215.00 9.46 9.49 215.20 9.46 9.49 215.40 9.46 9.49 215.60 9.46 9.49 215.80 9.46 9.49 216.00 9.46 9.49 216.20 9.46 9.49 216.40 9.46 9.49 216.60 9.46 9.49 216.80 9.46 9.49 217.00 9.46 9.49 217.20 9.46 9.49 217.40 9.47 9.49 217.60 9.47 9.49 217.80 9.47 9.49 218.00 9.47 9.49 218.20 9.47 9.49
  • 25. 218.40 9.47 9.50 218.60 9.47 9.50 218.80 9.47 9.50 219.00 9.47 9.50 219.20 9.47 9.50 219.40 9.47 9.50 219.60 9.47 9.50 219.80 9.47 9.50 220.00 9.47 9.50 ARS.USDA.gov