The objective of this work has been to develop a robust calibration me
thod for simultaneous multigas detection with a Fourier transform infr
ared (FT-IR) system. Calibration models for the identification and qua
ntification of 23 gases in the presence of high concentrations of back
ground gases such as water vapor, carbon dioxide, and methane have bee
n obtained for an FT-IR instrument with 0.7-cm(-1) resolution. The cal
ibration models have been tested on a breadboard instrument for trace
gas measurement in manned space missions. The results show that FT-IR
combined with multivariate methods such as partial least-squares (PLS)
and proper pretreatment of the infrared spectra used in calibration i
s well suited for this purpose. A procedure for baseline drift compens
ation has been introduced to make the system insensitive to baseline d
rift and variations in transmittance. This baseline drift compensation
also reduces the need for background measurements. Further, a procedu
re for incorporating a priori information about the instrument signal-
to-noise ratio (SNR) and the absorption strength of interfering absorp
tion lines has been developed. Indoor air monitoring and industrial pr
ocess monitoring are other possible application areas for these techni
ques. Parts of this work have been performed in a project for the Euro
pean Space Agency (ESA) in cooperation with Kayser-Threde GmbH and Dai
mler-Benz Aerospace, Dornier GmbH.