Abstract: Highlights•This is the first literature review that considers a holistic ML approach to mosquito control in urban areas.•This review highlights geospatial, visual, and audio models for mosquito control from 120 selected papers.•We recommend researchers crowd-source data, use an open ML pipeline, and apply theoretical advancements in their work.
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