Measurements collected using five real-time continuous airborne particle mo
nitors were compared to measurements made using reference filter-based samp
lers at Bakersfield, CA, between December 2, 1998, and January 31, 1999. Th
e purpose of this analysis was to evaluate the suitability of each instrume
nt for use in a real-time continuous monitoring network designed to measure
the mass of airborne particles with an aerodynamic diam less than 2.5 mum
(PM2.5) under wintertime conditions in the southern San Joaquin Valley. Mea
surements of airborne particulate mass made with a beta attenuation monitor
(BAM), an integrating nephelometer, and a continuous aerosol mass monitor
(CAMM) were found to correlate well with reference measurements made with a
filter-based sampler. A Dusttrak aerosol sampler overestimated airborne pa
rticle concentrations by a factor of similar to3 throughout the study. Meas
urements of airborne particulate matter made with a tapered element oscilla
ting microbalance (TEOM) were found to be lower than the reference filter-b
ased measurements by an amount approximately equal to the concentration of
NH4NO3 observed to be present in the airborne particles. The performance of
the Dusttrak sampler and the integrating nephelometer was affected by the
size distribution of airborne particulate matter. The performance of the BA
M, the integrating nephelometer, the CAMM, the Dusttrak sampler, and the TE
OM was not strongly affected by temperature, relative humidity, wind speed,
or wind direction within the range of conditions encountered in the curren
t study. Based on instrument performance, the BAM, the integrating nephelom
eter, and the CAMM appear to be suitable candidates for deployment in a rea
l-time continuous PM2.5 monitoring network in central California for the ra
nge of winter conditions and aerosol composition encountered during the stu
dy.