avisens
Avisens is a term used in speculative and academic discourse to denote a family of modular, citizen-sourced sensing devices designed for distributed environmental monitoring in urban areas.
A typical avisens system consists of small sensor nodes that can be deployed on lampposts, buildings, or
Operations under the avisens concept prioritize privacy-preserving data collection and open data sharing. Data are collected
Origin and usage ideas for avisens appear in academic and design literature as thought experiments and in
Limitations and considerations include data quality and bias that arise from participation rates and device diversity.