THE ASTRONOMICAL JOURNAL VOLUME 109, NUMBER 6, PAGE 2503 JUNE 1995 EMBEDDED CLUSTERS IN GIANT EXTRAGALACTIC H II REGIONS. II. EVOLUTIONARY POPULATION SYNTHESIS MODEL Y. D. MAYYA Indian Institute of Astrophysics, Bangalore 560 034, India and the Infra Red Astronomy Group, Tata Institute of Fundamental Research, Homi Bhabha Road, Colaba, Bombay 400 005, India Electronic mail: ydm@tifrvax.tifr.res.in ABSTRACT A stellar population synthesis model, suitable for comparison with Giant Extragalactic H II Regions (GEHRs), is constructed incorporating the recent developments in modeling stellar evolution by Maeder and co-workers and stellar atmospheres by Kurucz. A number of quantities suitable for comparison with broadband data of GEHRs in visible and near-infrared parts of the spectrum are synthesized in addition to the hydrogen and helium ionizing photon production rates at solar metallicities, for three scenarios of star formation -- (i) instantaneous burst (IB); (ii) continuous star formation (CSF); and (iii) two bursts of star formation, with the older burst rich in red supergiants. For the IB case, evolution of colors shows three distinct phases -- an initial steady blue phase, followed by a red bump (5-15 Myr) and another steady phase with colors intermediate to the earlier two phases. CSF colors asymptotically reach peak values at ~10 Myr, never reaching the reddest IB colors. Ionizing photon production rate falls off by an order of magnitude in 6 Myr for IB, whereas it almost remains constant for the CSF model. Two-burst models with burst separations ~10 Myr have properties of both IB and CSF, simultaneously producing the red IB colors and high ionizing photon rate, making such regions easily distinguishable using optical observations. Flat IMFs result in bluest colors when the massive stars are on the main sequence and reddest colors during the red supergiant phase of the evolving massive stars. Errors on the computed quantities due to the statistical uncertainties inherent in the process of star formation become negligible for cluster masses in excess of 10^5 Msun. Our GEHR spectra in the range 200 nm to 3 um are found to be in good agreement with the computations of Mas-Hesse & Kunth (1991, A&AS, 88, 399).