The law of radioactive decay equation is: (Where, T = Half-life period and $\lambda$ = radioactive disintegration constant)
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Always look for the Natural Log ($\log_e$). Radioactive decay happens in nature, so it uses the natural base '$e$'. The "2" comes from the fact that it's a half (splitting into 2) life.
1. The Decay Equation: The number of atoms ($N$) remaining after a time ($t$) is given by:
$$N = N_0 e^{-\lambda t}$$
Where $N_0$ is the initial number of atoms and $\lambda$ is the decay constant.
2. Defining Half-Life (T): The half-life is the time required for the number of radioactive atoms to decrease to exactly half of its initial value ($N = N_0 / 2$).
3. Mathematical Derivation: Substituting the half-life condition into the decay equation:
$$\frac{N_0}{2} = N_0 e^{-\lambda T}$$
$$\frac{1}{2} = e^{-\lambda T}$$
Taking the natural logarithm ($\ln$ or $\log_e$) of both sides:
$$\log_e \left(\frac{1}{2}\right) = -\lambda T$$
$$-\log_e 2 = -\lambda T$$
$$T = \frac{\log_e 2}{\lambda}$$