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In a controlled experiment, the number of microbes, N, present in a culture T days after the start of the experiment were counted - Edexcel - A-Level Maths Pure - Question 13 - 2017 - Paper 1

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In a controlled experiment, the number of microbes, N, present in a culture T days after the start of the experiment were counted. N and T are expected to satisfy a... show full transcript

Worked Solution & Example Answer:In a controlled experiment, the number of microbes, N, present in a culture T days after the start of the experiment were counted - Edexcel - A-Level Maths Pure - Question 13 - 2017 - Paper 1

Step 1

Show that this relationship can be expressed in the form log₁₀N = m log₁₀T + c

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Answer

To express the equation N = aT^b in logarithmic form, take the logarithm of both sides:

egin{align*} ext{log}_ ext{10}N & = ext{log}_ ext{10}(aT^b) \\ & = ext{log}_ ext{10}a + ext{log}_ ext{10}(T^b) \\ & = ext{log}_ ext{10}a + b ext{log}_ ext{10}T. ext{Hence, we can identify:}
  • m = b
  • c = log₁₀a.

Step 2

Use the information provided to estimate the number of microbes present in the culture 3 days after the start of the experiment

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Answer

From the graph in Figure 3, we can determine the gradient and intercept. The estimated values are:

  • The gradient (b) can be approximated by looking at the slope, which is around 2.3.
  • The value of a can be determined using the model:
T=3extdaysN=a(3)2.3.T = 3 ext{ days} \Rightarrow N = a(3)^{2.3}.

Assuming a ≈ 10^6.3, we can calculate:

N106.3(3)2.3800extmicrobes.N ≈ 10^{6.3} \cdot (3)^{2.3} ≈ 800 ext{ microbes}.

Step 3

Explain why the information provided could not reliably be used to estimate the day when the number of microbes in the culture first exceeds 1,000,000

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Answer

The relationship between log₁₀N and log₁₀T is only valid for values of log₁₀N between 1 and 4.5, as shown in the graph. Thus, estimating the day for which N exceeds 1,000,000 (log₁₀N = 6) cannot be reliably determined because extrapolation beyond the provided data points is not certain. Therefore, any estimates might not accurately reflect the actual growth curve of microbes.

Step 4

With reference to the model, interpret the value of the constant a

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Answer

'a' represents the number of microbes present in the culture when T = 1 day. It provides a baseline for the growth of microbes, indicating the initial population at the start of the experiment.

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