$........$ Delve into the complexities of geospatial engineering, dissecting the multifaceted methodologies, and advanced mapping technologies deployed for spatial data acquisition, analysis, and visualization in civil engineering applications. Scrutinize the symbiotic integration of remote sensing platforms, geographic information systems $($GIS$),$ and machine learning algorithms in fostering data$-$driven decision$-$making, infrastructure planning, and disaster risk management imperatives in a rapidly evolving digital landscape.