HGCA Quality Calculator for Safe Storage time
http://data.hgca.com/calculator/
Sadly, I cannot find the reference to calculation steps they use to calculate the safe storage time. I could use that piece of information to explain my integration of calorific value over storage period.
YEAH, I found a paper that uses the same concept my supervisor, Dr. S suggested me to use to integrate the calorific value over storage period. Dr. S mentioned that he got the idea from a method that is used in estimating the germination percentage of grain over storage. I'm so thrilled!
http://www.plosone.org/article/fetchObject.action?uri=info%3Adoi%2F10.1371%2Fjournal.pone.0062868&representation=PDF
A number of symbols and their definitions
- Thermal time (TT) model: Predict the effect of temperature on seed germination by assuming a range of temperatures, the base temperature for germination (T_b) is constant and the thermal time required for germination of a given fraction of seeds is a normal or log normal distribution among seeds in a population.
- Maximum Lifetime Threshold (MLT): assume that there is a maximum potential lifetime for each seed, which distributes normally among individual seed in a population, and that the time to germination of a given seed is inversely proportional to the difference between the aging time and the maximum potential lifetime of that seed.
1/tg = germination rate
g = germination percentile
T = linear function of temperature at a suboptimal range
ΘT(g) = thermal time to germination of a given percentage g and T. It is found that assumption of a log normal distribution of ΘT(g) is applicable for germination prediction of aspen seeds, i.e.
probit(g) = (ln((T - Tb) x tg ) - ln(ΘT(50)))/σp,max
Tb = the base temperature
MLT model
p = aging time
pmax(g) = the maximum potential lifetime above which seed germination cannot occur for a given percentage g and is assumed to be normally distributed among seeds in a population
Θa = an "aging time constant"
Aging thermal time model
ΘAT = aging thermal time
ΘNT = normalized aging thermal time
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