Systems for generating personalized and/or local weather forecasts

A system for predicting a subject's perception of weather conditions, the system comprising:

• one or more processors;
• and
• memory storing instructions that, when executed by the one or more processors, cause the system to perform operations comprising:
• generating an individual profile for the subject, the individual profile including health information of the subject and calibration data indicating the subject's perception of at least one previous weather condition,
• wherein the subject's perception includes a quantitative score representing a degree of perceived coldness, warmth, humidity, dryness, sunniness, or windiness, and wherein the quantitative score is determined based on the subject's biometric data collected from a sensor worn by the subject;
• receiving weather data including a first weather condition for a target location;
• comparing the individual profile to a plurality of different user profiles to identify one or more similar user profiles, wherein each similar user profile (1) is associated with a user having similar health information as the subject and (2) includes weather perception data indicating how the user perceived a set of second weather conditions;
• and
• generating, based on the weather data, the calibration data, and the one or more similar user profiles, a prediction of the how the subject will perceive the first weather condition.