Global Mosquito Observations Dashboard (GMOD): interactive map dashboard for visualizing and downloading mosquito data from citizen science platforms iNaturalist, Mosquito Alert, and NASA’s GLOBE Observer. (Carney et al. 2022; Uelmen et al. 2023). NSF grant #2014547. mosquitodashboard.org

mosquitoID.org: artificial intelligence (AI) tools for citizen scientists and mosquito control personnel to identify species and gonotrophic stage of larval and adult mosquitoes using smartphone photos, in collaboration with the Chellappan lab. (Nelson et al. 2024; Azam et al. 2023; Carney et al. 2022; Minakshi et al. 2020a,b). NSF grant #2014547; patents US 12,147,504 and pending. mosquitoID.org (beta)

Digitomy Trap Annotate: a web tool for reviewing and annotating mosquito-trap image captures, including fast labeling workflows for trap collections and AI-assisted views (e.g., localized mosquito detections from your edge-to-cloud pipeline).  digitomy.tech