From Half-Life Data to a Decay IVP
A radioactive sample is often described by two measurements: its mass at a chosen starting time and its half-life. These data determine a model for the sample’s mass at later times. Once the model is set up, it can answer two practical questions: how much mass remains after a specified time, and when the mass reaches a specified threshold.
Let \(M(t)\) be the sample’s mass at time \(t\), and let \(M_0\) be its mass when the clock starts. The standard constant-rate radioactive-decay model assumes that the rate of change of mass is proportional to the current mass, with a negative rate because the mass decreases.
The half-life \(T\) is the positive time it takes the mass to become half of its initial value. It must be expressed in the same time units as \(t\). For this model, the half-life determines \(k\), so the starting mass and half-life together specify the IVP’s solution.
Why the Half-Life Determines the Model
For positive mass, separate variables in the differential equation and integrate from the initial time \(0\) to a time \(t\). This gives a direct derivation of the model’s solution.
Exponentiating gives \(M(t)=M_0e^{-kt}\). At the half-life, \(M(T)=M_0/2\). Substituting this condition into the solution yields the value of \(k\).
Thus, the half-life form of the solution is \(M(t)=M_0e^{-(\ln 2)t/T}\), equivalently \(M(t)=M_0\,2^{-t/T}\). The exponent \(t/T\) counts the number of half-lives elapsed, including when that number is not an integer.
To check the formula, differentiate it and evaluate it at the initial time:
It therefore satisfies both the differential equation, with \(k=\ln 2/T\), and the initial condition. The half-life condition also follows directly: \(M(T)=M_0e^{-\ln 2}=M_0/2\).
Calculating Remaining Mass
When the elapsed time is known, substitute it and the half-life into the model. Check units before calculating: if the half-life is in years, the elapsed time must also be in years. The initial mass and the resulting mass have the same units.
Worked Example: Remaining Mass After 15 Years
A sample has initial mass \(80\) g and half-life \(6\) years. Find its mass after \(15\) years.
The given values are \(M_0=80\) g, \(T=6\) years, and \(t=15\) years. Their time units agree. Substitute into the half-life model:
Since \(10\sqrt{2}\approx14.142\), the remaining mass is approximately \(14.142\) g, rounded to three decimal places. For a check, the model gives \(M(0)=80\,2^0=80\) g, and at \(t=15\), its exponent is \(-15/6=-5/2\), giving the calculated value \(10\sqrt{2}\) g.
As a check on the scale of an answer, mass must decrease as elapsed time increases under this model. After exactly one half-life, the formula gives half the initial mass; after two half-lives, it gives one quarter.
Finding the Time to Reach a Threshold
Suppose the target mass is \(M_*\), and we want the elapsed time when the sample reaches it. Solve the model equation for \(t\). For a target between zero and the initial mass, the resulting time is nonnegative:
This formula applies to a positive target \(M_*\) with \(M_*\leq M_0\). If \(M_*=M_0\), the time is \(0\). If \(0<M_*<M_0\), the time is positive. A target of zero is never reached in finite time by this exponential model, and a target greater than \(M_0\) cannot be reached at a nonnegative time.
Worked Example: Time to Reach 15 Milligrams
A sample begins with mass \(120\) mg and has half-life \(8\) days. How long will it take to reach \(15\) mg?
The target is positive and below the initial mass, so it can be reached during forward time. Using \(M_0=120\) mg, \(M_*=15\) mg, and \(T=8\) days:
Check by substitution: \(24/8=3\), so the model gives \(M(24)=120\,2^{-3}=120/8=15\) mg, the stated threshold.
When the ratio \(M_0/M_*\) is not a power of \(2\), use the natural logarithm form of the formula. The logarithm gives an exact expression for the time; a decimal approximation is useful when the time is needed numerically.
Worked Example: A Threshold That Is Not an Exact Number of Half-Lives
A sample has initial mass \(250\) g and half-life \(12\) hours. Find when its mass reaches \(40\) g.
Here \(M_0/M_*=250/40=25/4=6.25\), which is not an integer power of \(2\). The elapsed time is
The approximation is rounded to three decimal places. To check the exact time, substitute \(t=12\ln(25/4)/\ln2\) into the model:
Thus, the exact expression and its decimal approximation correspond to the requested threshold.
Reaching a Threshold Versus Falling Below It
Exponential decay approaches zero without reaching it at any finite time. This matters when a question asks when a sample falls below a threshold rather than when it reaches the threshold. For \(0<M_*<M_0\), the model reaches \(M_*\) at the time \(t_*=T\log_2(M_0/M_*)\). It is equal to the threshold at \(t=t_*\), and it is strictly below the threshold only for \(t>t_*\).
A related check is whether the target is within the model’s range for \(t\geq0\). Since \(2^{-t/T}\leq1\) for \(t\geq0\), the mass never exceeds \(M_0\). A negative time obtained by using the threshold equation for a larger target describes a backward extrapolation, not a future elapsed time.
Worked Example: A Threshold Above the Starting Mass
A sample begins with mass \(100\) g and has half-life \(5\) days. Can it reach \(120\) g at a nonnegative time?
Because \(120\) g is greater than the initial \(100\) g, it cannot be reached under decay. The threshold formula confirms why a direct calculation would be misleading:
This negative value is not a valid future elapsed time. It indicates that the exponential formula reaches \(120\) g only when extrapolated to a time before the chosen initial time. For every \(t\geq0\), \(M(t)=100\,2^{-t/5}\leq100\) g, so there is no nonnegative time at which the sample reaches \(120\) g.
A Reliable Calculation Process
Write down the initial mass, half-life, elapsed time or target, and all units before substituting. Then select the model equation that matches the question.
Use \(t=0\) for the time at which the stated initial mass is measured, so \(M(0)=M_0\).
Express elapsed time and half-life in the same units before using \(t/T\).
For a known time, use \(M(t)=M_0\,2^{-t/T}\). For a target mass, use \(t=T\log_2(M_0/M_*)\).
Substitute the result back into the model, confirm its units, and make sure it is consistent with decreasing mass.
Summary
A radioactive-decay IVP is determined by its starting mass and half-life. The resulting model gives the remaining mass at any nonnegative time, while rearranging it gives the time to reach a positive threshold no greater than the initial mass. Always check units and whether a threshold can be reached in forward time. For a strict “below” threshold, the sample must be observed after, not merely at, the time of equality.
Check Your Understanding
Use the half-life model to answer these questions. Keep units consistent and check each result by substitution.
- A sample begins with \(64\) mg and has a half-life of \(4\) hours. What mass remains after \(12\) hours?
- A sample begins with \(90\) g and has a half-life of \(6\) years. How long does it take to reach \(11.25\) g?
- Write the expression for the time to reach a positive target \(M_*\) from initial mass \(M_0\), and state the condition on \(M_*\) for a nonnegative elapsed time.
- If the model reaches a threshold at \(t_*\), when is its mass strictly below that threshold?
- Why is a negative time from the threshold formula not a valid future elapsed time?