Apparatus, equipment, and instrument systems carried by unmanned aerial vehicles (UAVs) for capturing video and images for estimating the depth and pressure of snow on buildings, structures and land, and transmitting corresponding digital information to remote devices and servers for processing, analysis and notification to other systems and individuals