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. 2023 May 20;13(10):1701. doi: 10.3390/ani13101701

Table 1.

Default input parameters of reproductive, productive, and culling modules of the model.

Parameter Distribution Value
Pregnancy probability (per 21 d) 1 Discrete 0.16
Probability of abortion by month of gestation (n = 2 to 8) 1,2,3 Discrete 3.5, 2.5, 1.5, 0.5, 0.25, 0.1, and 0.1%, respectively
Milk Production (kg) 3 Incomplete gamma curve (Wood’s model) 4 MDIM = a(DIMb)(e−(c)(DIM))—Curve fitting based on herd data input
Pregnancy length (days) Constant 280
Dry-off probability at 225 days of pregnancy 5 Discrete 1.0
Culling probability
Involuntary 3
First parity Polynomial y = 2 × 10−9 × DIM3 − 3 × 10−7 × DIM2 − 1 × 10−5 × DIM + 0.0112
Second–fourth parity Polynomial y = 9 × 10−10 × DIM3 + 7 × 10−7 × DIM2 − 0.0002 × DIM + 0.0183
Fifth parity Polynomial y = 2 × 10−10 × DIM3 + 1 × 10−6 × DIM2 − 0.0003 × DIM + 0.0266
At the end of Fifth parity Constant 1.0
Non-pregnant with DIM > 300 Constant 1.0
After the abortion Constant 1.0

M = Milk Yield; DIM = Days in milk; a = Scale factor for initial milk yield; b = Rate factor for the increase in milk yield to peak; c = Rate factor for the decline in milk yield after the peak.1 Adapted from De Vries et al. [25]. 2 Adapted from Santos et al. [24]. 3 Piccardi, 2014 [26]. 4 Wood, 1967 [27] 5 Kalantari and Cabrera [15].