During processing, they remove intense sources of natural light, leaving mostly man-made light, and observations where cloud cover obscures the globe's surface are also excluded.
Data from all orbits of a given satellite in a given year are eventually averaged over all valid nights to produce a five-year dataset.
Dr Lars Brabyn, a senior lecturer in geography, tourism and environmental planning at Waikato University's School of Social Sciences, said the 2012 sensor in these images was more sensitive than the 1992 sensor.
"This explains the brighter 2012 image, but development has also added to the brightness."
In the 2012 image, the Waikato Expressway between Hamilton and Auckland was clearly visible, as were gas flares off the coast of Taranaki, he said.
His colleagues were using the data to compare changes in forest cover around the world.