{"database":"biostudies-literature","file_versions":[],"scores":null,"additional":{"omics_type":["Unknown"],"volume":["9(7)"],"submitter":["Gardner-Frolick R"],"pubmed_abstract":["We conducted a pilot study to explore methods of incorporating qualitative community knowledge into quantitative assessment of temporal and spatial air quality patterns in a neighborhood in Vancouver, British Columbia. We deployed a low-cost sensor network measuring NO, NO<sub>2</sub>, and PM<sub>2.5</sub>. We used a variety of sources of community knowledge to complement a timeseries analysis and spatial model: a survey by the residents' association; odor reports from a citizen science project; and data from a community mapping event. Community knowledge highlighted, among other sources, areas where cars and heavy-duty vehicles idle, locations of construction, and locations of wood stoves. When creating a \"traditional\" land use regression (LUR) using easily accessible, and publicly availa"],"journal":["GeoHealth"],"pagination":["e2025GH001378"],"full_dataset_link":["https://www.ebi.ac.uk/biostudies/studies/S-EPMC12268232"],"repository":["biostudies-literature"],"pubmed_title":["Incorporating Community Knowledge Into Analysis of Air Quality Monitoring Network Data."],"pmcid":["PMC12268232"],"pubmed_authors":["Jain S","Gardner-Frolick R","Martinussen N","Jackson D","Giang A","Zimmerman N","Chambliss S"],"additional_accession":[]},"is_claimable":false,"name":"Incorporating Community Knowledge Into Analysis of Air Quality Monitoring Network Data.","description":"We conducted a pilot study to explore methods of incorporating qualitative community knowledge into quantitative assessment of temporal and spatial air quality patterns in a neighborhood in Vancouver, British Columbia. We deployed a low-cost sensor network measuring NO, NO<sub>2</sub>, and PM<sub>2.5</sub>. We used a variety of sources of community knowledge to complement a timeseries analysis and spatial model: a survey by the residents' association; odor reports from a citizen science project; and data from a community mapping event. Community knowledge highlighted, among other sources, areas where cars and heavy-duty vehicles idle, locations of construction, and locations of wood stoves. When creating a \"traditional\" land use regression (LUR) using easily accessible, and publicly availa","dates":{"release":"2025-01-01T00:00:00Z","publication":"2025 Jul","modification":"2026-03-27T15:16:18.682Z","creation":"2025-08-23T03:09:17.625Z"},"accession":"S-EPMC12268232","cross_references":{"pubmed":["40678581"],"doi":["10.1029/2025GH001378"]}}