Nonlinear fitting of analytical functions (especially peak-shaped) to data (usually experimental data). There are also people using it to remove the baseline from data, or to display data only. Good for analysis/processing of bathymetric sounding/sonar data when setting up estuary/river models.
http://www.unipress.waw.pl/fityk/
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