The invention relates to the technical field of
environmental monitoring, and discloses a method for reconstructing
carbon dioxide concentration enhancement based on multi-source
satellite data, which comprises the following operation steps: collecting environmental information such as
carbon dioxide dry air column concentration,
nitrogen dioxide total column concentration,
population density,
land utilization, weather and the like to construct an environmental
database; pre-
processing the collected multi-
source data to ensure time-space consistency; according to the
population density of the region, the total column concentration of
nitrogen dioxide and the
land utilization type, setting a threshold value, and dividing the target region into a
discharge region and a background region; constructing a background concentration reconstruction model, inverting the
carbon dioxide background concentration, and calculating a residual error with actually measured carbon dioxide to obtain a carbon dioxide concentration enhanced sample; based on the carbon dioxide concentration enhanced sample, a concentration enhanced reconstruction model is constructed, and high-resolution carbon dioxide concentration enhanced spatial-temporal distribution is obtained. According to the method, high-frequency monitoring of the
carbon source in the region can be realized spatially, and powerful support is provided for dynamic tracking of carbon emission.