There are an abundance of geo-sensors producing data which is either an image or resembles an image. Some are primarily two-dimensional, like classic earth observation data. Others are three-dimensional like point clouds from laser scanners. Some sensors only operate in optical spectra, while others provide infrared or specific spectra. Often, multiple sensors are combined, like in space imaging configurations or to build 360 degree panorama sensors.