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It is well known that environment and human health have a close relationship. Many researchers have pointed out the high association between the condition of an environment (e.g. pollutant concentrations, weather variables) and the qualification of health (e.g. cardio-respiratory, psychophysiology) [1, 10]. Meanwhile, environment information can be recorded accurately by sensors installed in stations, most of the health information comes from interviews, surveys, or records from medical organizations. The common approach for collecting and analyzing data to discover the association between environment and health outcomes is first isolating a predefined location then collecting all related data inside such a location. The size of this location can be scaled from local (e.g. city, province, country) to global (e.g. region, worldwide) scopes. Nevertheless, this approach cannot give a close-up perspective of an individual …