Applications of logarithmic functions
In Year 12 Mathematical Methods (Queensland, QCAA), several real-world scales are logarithmic: the Richter scale \(M=\log_{10}\!\left(\dfrac{I}{I_0}\right)\), the decibel scale \(L=10\log_{10}\!\left(\dfrac{I}{I_0}\right)\), and \(\text{pH}=-\log_{10}[\text{H}^+]\). On each, a difference of \(1\) unit is a factor of \(10\) in the underlying quantity — so these applications compute a reading from a ratio, compare two events by orders of magnitude, and invert a logarithm to recover an intensity or concentration.
A logarithmic scale measures a quantity by its logarithm. Quantities such as earthquake intensity, sound intensity and acidity range over many powers of \(10\), so replacing the quantity with \(\log_{10}\) of it gives a small, readable number in which equal steps are equal ratios.
The Richter scale gives an earthquake magnitude \(M=\log_{10}\!\left(\dfrac{I}{I_0}\right)\), where \(I\) is intensity and \(I_0\) a reference intensity. The decibel scale gives loudness \(L=10\log_{10}\!\left(\dfrac{I}{I_0}\right)\) — note the factor \(10\), where \(I_0\) is the threshold of hearing. The pH scale gives \(\text{pH}=-\log_{10}[\text{H}^+]\), with \([\text{H}^+]\) the hydrogen-ion concentration in moles per litre; the minus sign makes a lower pH more acidic, and pure water is \(\text{pH}=7\).
Because these are base-\(10\) logarithms, a difference of \(1\) unit corresponds to a factor of \(10\). To compare two events, subtract the readings and raise \(10\) to the difference; to invert, rewrite the defining equation in index form.
Earthquake magnitude (Richter scale), intensity \(I\), reference \(I_0\):
Sound level in decibels (note the factor \(10\)):
Acidity (pH), concentration \([\text{H}^+]\) in moles/litre:
How to compare two events on a log scale
- Subtract the readings. Find the difference \(d\) of the two magnitudes / levels / pH values.
- Raise \(10\) to the difference. The ratio of the underlying quantities is \(10^{d}\) for Richter and pH, or \(10^{d/10}\) for decibels (the factor \(10\) is undone first).
- Evaluate with technology. For a whole-number difference the answer is an exact power of \(10\); otherwise use a calculator, e.g. \(10^{0.6}\approx 3.98\).
Substitute and use \(\log_{10}10^{n}=n\).
| \(\text{pH}\) | \(=\) | \(-\log_{10}(10^{-5})\) |
| \(=\) | \(-(-5)=5\) |
Since \(5<7\), the solution is acidic.
The ratio is \(10\) to the difference in magnitude.
| \(\dfrac{I_1}{I_2}\) | \(=\) | \(10^{\,7.5-5.5}\) |
| \(=\) | \(10^{2}=100\) |
It is \(100\) times as intense.
Substitute the ratio and keep the factor \(10\).
| \(L\) | \(=\) | \(10\log_{10}(10^{8})\) |
| \(=\) | \(10\times 8=80\) |
The level is \(80\) dB.
Write \(M=\log_{10}(I/I_0)\) in index form.
| \(6\) | \(=\) | \(\log_{10}(I/I_0)\) |
| \(I/I_0\) | \(=\) | \(10^{6}\) |
The intensity is \(10^{6}\,I_0\).
Common pitfalls
Frequently asked questions
What is a logarithmic scale?
A scale that measures a quantity by its \(\log_{10}\), so equal steps are equal ratios. A difference of \(1\) unit means the quantity changes by a factor of \(10\).
How does the Richter scale measure earthquakes?
\(M=\log_{10}(I/I_0)\). A one-unit increase is a tenfold increase in intensity, so magnitude \(7\) is \(10^{3}=1000\) times magnitude \(4\).
How is loudness measured in decibels?
\(L=10\log_{10}(I/I_0)\) dB. The factor \(10\) means a \(10\) dB rise is \(\times 10\) intensity, and \(20\) dB is \(\times 100\).
What does pH measure?
\(\text{pH}=-\log_{10}[\text{H}^+]\), the acidity of a solution. Lower pH is more acidic; pure water is \(\text{pH}=7\).
How do you compare two events on a log scale?
Subtract the readings to get \(d\); the ratio is \(10^{d}\) (Richter, pH) or \(10^{d/10}\) (decibels).
How do you invert a log scale to find the intensity?
Write it in index form: \(I/I_0=10^{M}\) (Richter), \(I/I_0=10^{L/10}\) (decibels), \([\text{H}^+]=10^{-\text{pH}}\) (pH).