"I was awestruck at how rigid those bands of earthquake activity really are."
He said the project threw up a few surprises.
"First, I was surprised by the sheer amount of earthquakes that have been recorded," Mr Nelson said.
"It's almost like you could walk from Seattle to Wellington if these things were floating in the ocean, and I wouldn't have expected that."
Mr Nelson used data from the United States Geological Survey and the image is from NASA. He said there may be earthquakes missing from earlier records, saying the data available increased notably from the 1960s onwards.
The map does not show several massive recent earthquakes, such as the Boxing Day 2004 quake, the 2010 Haiti quake, last year's Japanese earthquake, or the Canterbury earthquakes.
Infographic: Debris left by the 2011 tsunami in Japan