Indonesian metropolitan areas face unprecedented challenges from rapid urbanization, including deteriorating air quality, urban heat island effects, and increasing energy demands that threaten environmental resilience and sustainable development. Traditional ground-based monitoring systems provide limited spatial coverage, creating critical knowledge gaps for evidence-based urban planning and clean energy transitions. This comprehensive review synthesizes satellite-based atmospheric monitoring technologies and develops an integrated framework for environmental resilience assessment in Indonesian smart cities, with focus on Jakarta, Surabaya, and Bandung metropolitan areas. The methodology combines systematic analysis of MODIS, VIIRS, Landsat, ERA5, and Sentinel constellation capabilities with IoT integration frameworks to evaluate multi-parameter environmental monitoring potential. Literature synthesis reveals significant advances in satellite atmospheric monitoring, with TROPOMI achieving 5.53.5 km spatial resolution for trace gas detection and geostationary systems enabling hourly pollution mapping. Indonesian cities demonstrate severe environmental pressures: Jakarta experiences PM2.5 concentrations of 279-365 g/m, UHI intensities reaching 5-7C above rural backgrounds, while transportation contributes 67% of particulate emissions. Solar energy assessment indicates 4.5-5.8 kWh/m/day potential across Indonesian regions, supporting renewable energy transitions. The proposed multi-scale satellite-IoT integration framework operates from metropolitan to neighborhood scales, addressing tropical atmospheric challenges including high humidity and persistent cloud cover. This research provides actionable technological roadmap for Indonesian governments to develop satellite-based environmental monitoring capabilities, supporting data-driven strategies for clean energy deployment and sustainable urban development.