Finding the area under a curve with a spreadsheet program (Excel, Libreoffice Calc) or QtiPlot

For performing elemental analysis by x-ray photoelectron spectroscopy, I needed to integrate and find the area under the peaks in some spectra. One approach is to fit each peak with a Gaussian function and use the area of the Gaussian. For some convoluted peaks, I wanted something simpler. I wanted to get the total area under each peak without fitting it in any way.

I use QtiPlot almost exclusively for plotting and fitting (fityk is my other go-to program) and one of the menu options for plots is Analysis->Integrate. That option brings up a tiny dialog where you can select the curve and range over which to integrate.

Screenshot - 10282014 - 09:13:32 PM

In the results log, an area is printed for the integrated curve. I wasn’t sure what QtiPlot was doing so I did an experiment with a simple set of data. I now know conclusively the algorithm used by QtiPlot and am able to replicate it in a spreadsheet program. I use LibreOffice Calc, but the instructions here should work in Excel as well.

Given a set of n points, P1 through Pn, a curve is generated by connecting each point with straight lines.qtiplot-integration-plot1

The area under the curve between two points, (x1, y1) and (x2, y2), is a trapezoid with area A = 1/2 |x1 – x2| (y1 + y2).qtiplot-integration-plot2

To find the area under the curve defined by a set of points, QtiPlot iterates through the points from P0 to Pn-1. For each point Pi, it calculates the area using Pi as (x1, y1) and Pi+1 as (x2, y2) and sums all of the trapezoid areas.

The above process is easy to replicate in LibreOffice Calc (or Excel) with the x,y data that define the curve. Assuming the x coordinates are in column A starting at row 1 and the y coordinates are in column B starting row 1, the areas of the individual trapezoids can be generated in column C. The formula in the first row is: “=0.5*abs(A1-A2)*(B1+B2)”. That formula is then copied down column C in all of the rows but the last. Finally, the areas are summed to give the total area under the curve.

Screenshot - 10282014 - 09:48:15 PM

Tags: , , , , , , , , , , , , , ,


This entry was posted on Tuesday, October 28th, 2014 at 9:51 pm and is filed under Computer, General, Register, Software. You can follow any responses to this entry through the RSS 2.0 feed. You can skip to the end and leave a response. Pinging is currently not allowed.

Leave a Reply

six + = 14