Drones with thermal cameras can be useful for leak detection and locating the source of water intrusion. Radiometric sensors interpret the reflection of infrared light into the sensor and translate this to be depicted as intensity of pixels in a data image. Geo location location is often also embedded in the cameras metadata directly on the SD card. Having additional metadata in the images allows data analysis and manipulation techniques to create large area orthomosaics or 3D point clouds of structures.