Dr. Mike Gunson is a NASA specialist in atmospheric chemistry, composition and how they relate to climate change. He is the project scientist for NASA’s Orbiting Carbon Observatory
(OCO).

Image Credit: http://climate.nasa.gov/system/image_uploads/main/Michael_Gunson.jpg
His response to a very, very important question is italicised.
A common question, asked by many people, I know is:
When atmospheric carbon dioxide samples are collected surely natural occurrences affect the collection? How do we know how much is human-caused?
Very good point! Single measurements of CO2 concentrations can’t tell you where it comes from (It could be natural or anthropogenic). In 1957 scientists interested in the composition of the atmosphere took air samples in “clean” sites to eliminate any rapid variation in concentration that could occur near a carbon source. This record shows the long-term increase and accumulation of CO2 due to fossil fuel consumption but not much more than that.
A New Way of Tracking CO2 Emissions – Orbiting Carbon Observatory (OCO 2)
CO2 measurements close to cities are affected by a number of patterns such as traffic, factory shut-down/start-up and even the time of day (peak hour traffic and air conditioner use contributes significantly to CO2 emission).
Scientist’s interested in quantifying the actual impact fossil-fuel consumption need to be able to accurately measure the composition of atmosphere free from disturbance. The objective of OCO 2 is to provide space-based observations for atmospheric CO2.
Through OCO 2 NASA scientists can quantify both human activities and natural processes that influence the distribution of greenhouse gas in our atmosphere. NASA originally tried to launch the project in 2009 however a covering that protects the satellitle failed to separate from the spacecraft.

Image credit: http://images.iop.org/objects/phw/news/13/2/26/oco2.jpg
The satellite would have been able to take the most precise measurements of atmospheric CO2 ever from space. From these measurements NASA could quantify the amount and distribution of CO2 in the atmosphere. From that information global models, similar to those used for weather prediction, could be used to pin-point the sources of those emissions and the locations of any sinks (where CO2 collects) on the Earth’s surface.