System for Air Composition Estimation

A method comprising, by a computing platform comprising at least one processor, a communication interface, and memory:

• receiving, from one or more information sources and via the communication interface, a set of environment information corresponding to an environment, wherein the set of environment information comprises:
• one or more measured variables corresponding to one or more attributes of a known particle, and
• one or more additional environment variables;
• generating, using an environment analysis model, an estimated air composition;
• generating, based on the estimated air composition, a cumulative particle score;
• determining whether or not the cumulative particle score satisfies a criteria, wherein the criteria indicates whether the environment is a compliant environment or an outlier environment;
• and
• sending, based on the determination, one or more commands directing a user device to display a user interface, wherein the user interface comprises a notification indicating a result of the determination.

A system comprising a plurality of sensors and a computing platform:

• wherein each sensor of the plurality of sensors comprises a transmitter and a detector, is located in a respective one of a plurality of geographic locations, and is configured to:
• determine, using the detector, variables corresponding to one or more attributes of a known particle in the respective one of the plurality of geographic location of the sensor, and
• transmit information indicating the variables and the one or more attributes of a known particle to the computing platform;
• and
• wherein the computing platform comprises a receiver, a processor, and a memory storing computer-readable instructions that, when executed by the processor, causes the computing platform to:
• receive, via the receiver, the information from each of the plurality of sensors,
• receive an additional environment variable;
• generate, using an environment analysis model, an estimated air composition of the plurality of geographic locations;
• determine, based on the estimated air composition, whether the plurality of geographic locations is a compliant environment or an outlier environment;
• and
• send, based on the determination, one or more commands directing a user device to display a user interface, wherein the user interface comprises a notification indicating a result of the determination.