https://w3id.org/np/RA4VUlrBt15UFIcTK3s7n97NvVvLaTXcookPcgg7mdsrI/Head https://w3id.org/np/RA4VUlrBt15UFIcTK3s7n97NvVvLaTXcookPcgg7mdsrI http://www.nanopub.org/nschema#hasAssertion https://w3id.org/np/RA4VUlrBt15UFIcTK3s7n97NvVvLaTXcookPcgg7mdsrI/assertion https://w3id.org/np/RA4VUlrBt15UFIcTK3s7n97NvVvLaTXcookPcgg7mdsrI http://www.nanopub.org/nschema#hasProvenance https://w3id.org/np/RA4VUlrBt15UFIcTK3s7n97NvVvLaTXcookPcgg7mdsrI/provenance https://w3id.org/np/RA4VUlrBt15UFIcTK3s7n97NvVvLaTXcookPcgg7mdsrI http://www.nanopub.org/nschema#hasPublicationInfo https://w3id.org/np/RA4VUlrBt15UFIcTK3s7n97NvVvLaTXcookPcgg7mdsrI/pubinfo https://w3id.org/np/RA4VUlrBt15UFIcTK3s7n97NvVvLaTXcookPcgg7mdsrI http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://www.nanopub.org/nschema#Nanopublication https://w3id.org/np/RA4VUlrBt15UFIcTK3s7n97NvVvLaTXcookPcgg7mdsrI/assertion https://doi.org/10.1007/s10900-024-01390-1 http://purl.org/dc/terms/creator https://orcid.org/0000-0003-0906-9269 https://doi.org/10.1007/s10900-024-01390-1 http://purl.org/dc/terms/creator https://orcid.org/0009-0002-2822-8317 https://doi.org/10.1007/s10900-024-01390-1 http://purl.org/dc/terms/creator https://orcid.org/0009-0005-2832-9144 https://doi.org/10.1007/s10900-024-01390-1 http://purl.org/dc/terms/publisher https://ror.org/0078xmk34 https://doi.org/10.1007/s10900-024-01390-1 http://purl.org/dc/terms/subject http://aims.fao.org/aos/agrovoc/c_331559 https://doi.org/10.1007/s10900-024-01390-1 http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/fair/ff/terms/article https://doi.org/10.1007/s10900-024-01390-1 http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/fdof/ontology#FAIRDigitalObject https://doi.org/10.1007/s10900-024-01390-1 http://www.w3.org/2000/01/rdf-schema#comment Although climate change is increasing wildfire and smoke events globally, public health messaging and individual access to resources for protection are limited. Individual interventions can be highly effective at reducing wildfire smoke exposure. However, studies related to individual responses to wildfire smoke are limited and demonstrate mixed protective behaviors and risk perception. Our research helps fill this gap by assessing the self-reported behavior of 20 participants during wildfire season in Western Montana from 28 June through 1 November, 2022. We also measured continuous outdoor and indoor fine particulate matter (PM2.5) concentrations at participant residencies during this time period using PurpleAir sensors (PAII-SD, PurpleAir, Inc, USA) while participants took up to 16 self-reported online weekly activity surveys. Mixed-effect Poisson regression models were used to assess associations between exposure variables and participant reported behaviors. These results were compared with end-of-study interview findings. Wildfire smoke impacted days and increased concentrations of PM2.5 were associated with decreased outdoor exercise and opening of windows for ventilation. Interview themes were congruent with the regression analysis, with the additional finding of high portable air cleaner (PAC) use among participants. Additionally, these interviews gave context to both the tradeoffs participants face when making protective decisions and the importance of personal air quality data in increasing awareness about wildfire smoke risks. Future wildfire smoke studies can build off this research by providing personally relevant air quality data and PACs to participants and by improving public health messaging to address the compounding risks of wildfire smoke exposure and heat. Findings of this article are that residents in Western Montana respond to wildfire smoke by reducing outdoor exercise by 22% to 23% and window ventilation by 22% to 29%. Data from a group of participants who were 100% White and 85% female shows that 70% utilized portable air cleaners, a rate significantly higher than the 29% observed in broader national studies. While high education levels and access to personal air quality data drive these protective behaviors, residents without air conditioning face critical trade-offs between limiting smoke infiltration and managing extreme heat. https://doi.org/10.1007/s10900-024-01390-1 http://www.w3.org/2000/01/rdf-schema#label Behavioral Responses to Wildfire Smoke: A Case Study in Western Montana https://doi.org/10.1007/s10900-024-01390-1 https://schema.org/funder https://ror.org/0078xmk34 https://doi.org/10.1007/s10900-024-01390-1 https://w3id.org/fdof/ontology#hasMetadata https://w3id.org/np/RA4VUlrBt15UFIcTK3s7n97NvVvLaTXcookPcgg7mdsrI https://doi.org/10.1007/s10900-024-01390-1 https://www.w3.org/ns/dcat#contactPoint ethan.walker@umontana.edu https://doi.org/10.1007/s10900-024-01390-1 https://www.w3.org/ns/dcat#endDate 2024-08-25 https://doi.org/10.1007/s10900-024-01390-1 https://www.w3.org/ns/dcat#startDate 2023-08-01 https://w3id.org/np/RA4VUlrBt15UFIcTK3s7n97NvVvLaTXcookPcgg7mdsrI/provenance https://w3id.org/np/RA4VUlrBt15UFIcTK3s7n97NvVvLaTXcookPcgg7mdsrI/assertion http://www.w3.org/ns/prov#wasAttributedTo https://orcid.org/0009-0008-8411-2742 https://w3id.org/np/RA4VUlrBt15UFIcTK3s7n97NvVvLaTXcookPcgg7mdsrI/pubinfo https://orcid.org/0009-0008-8411-2742 http://xmlns.com/foaf/0.1/name Emily Regalado https://w3id.org/np/RA4VUlrBt15UFIcTK3s7n97NvVvLaTXcookPcgg7mdsrI http://purl.org/dc/terms/created 2026-01-14T01:33:15.760Z https://w3id.org/np/RA4VUlrBt15UFIcTK3s7n97NvVvLaTXcookPcgg7mdsrI http://purl.org/dc/terms/creator https://orcid.org/0009-0008-8411-2742 https://w3id.org/np/RA4VUlrBt15UFIcTK3s7n97NvVvLaTXcookPcgg7mdsrI http://purl.org/dc/terms/license https://creativecommons.org/licenses/by/4.0/ https://w3id.org/np/RA4VUlrBt15UFIcTK3s7n97NvVvLaTXcookPcgg7mdsrI http://purl.org/nanopub/x/introduces https://doi.org/10.1007/s10900-024-01390-1 https://w3id.org/np/RA4VUlrBt15UFIcTK3s7n97NvVvLaTXcookPcgg7mdsrI http://purl.org/nanopub/x/wasCreatedAt https://nanodash.knowledgepixels.com/ https://w3id.org/np/RA4VUlrBt15UFIcTK3s7n97NvVvLaTXcookPcgg7mdsrI https://w3id.org/np/o/ntemplate/wasCreatedFromProvenanceTemplate https://w3id.org/np/RA7lSq6MuK_TIC6JMSHvLtee3lpLoZDOqLJCLXevnrPoU https://w3id.org/np/RA4VUlrBt15UFIcTK3s7n97NvVvLaTXcookPcgg7mdsrI https://w3id.org/np/o/ntemplate/wasCreatedFromPubinfoTemplate https://w3id.org/np/RA0J4vUn_dekg-U1kK3AOEt02p9mT2WO03uGxLDec1jLw https://w3id.org/np/RA4VUlrBt15UFIcTK3s7n97NvVvLaTXcookPcgg7mdsrI https://w3id.org/np/o/ntemplate/wasCreatedFromPubinfoTemplate https://w3id.org/np/RAukAcWHRDlkqxk7H2XNSegc1WnHI569INvNr-xdptDGI https://w3id.org/np/RA4VUlrBt15UFIcTK3s7n97NvVvLaTXcookPcgg7mdsrI https://w3id.org/np/o/ntemplate/wasCreatedFromTemplate https://w3id.org/np/RArM5GTwgxg9qslGX-XiQ-KTTUwdoM0KB1YqmT4GqTizA https://w3id.org/np/RA4VUlrBt15UFIcTK3s7n97NvVvLaTXcookPcgg7mdsrI/sig http://purl.org/nanopub/x/hasAlgorithm RSA https://w3id.org/np/RA4VUlrBt15UFIcTK3s7n97NvVvLaTXcookPcgg7mdsrI/sig http://purl.org/nanopub/x/hasPublicKey MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAxzr6UBGMW6c8tegz0babaledWUEQ0PLDE4tp7Iinbe2DZtAtY5JUptKYuStWDZx+QER4808P8dejNWRnBDzgthYJm/AyNSXflHSJhz2+NC+h7RylOLxbwLEQocmyKKiYxa2gT85m6ajVL2M6TnfG67nnK+K2f7iCGL6wYXRITD1q+7+5SWqBdDXIV921W4IKWaD2GJk+NRBoOqQhbsrk8Tn5XsNd7DMYVHk47oMDGbeBnrOIoRPsbBgAcoCsxxhiB9yN6Lf8EUbnlXVEDzJuZk048L1BDZL+6nkA8btTQGP2ijUFWA7rTrod3LjUDQWLZS95njjl867dtmv/znYkzwIDAQAB https://w3id.org/np/RA4VUlrBt15UFIcTK3s7n97NvVvLaTXcookPcgg7mdsrI/sig http://purl.org/nanopub/x/hasSignature ForguOBUagS88HRvmJnoGQsQ0lpCH/OBLLtiNG1hB+cDPAWBmw8w5OTvpt0IJqAImhjf7FQVbMxxfIYYtHHFFLFPSUelVHXaUTcDY1ZcbFIYkKW3CEuGr5+DQXvtVjRy6Mc5f0UkwFXu1VDTzxJ4BeexXGLRM7tZ3GD6CZrhXZvGUq8blp5E63dohJG7H8kgd0pMLySmln1ijYWs7ZlD1xn5vzHC53g4a+kfzfxEz9gI99/n99mXhRcEd5mCbu5Lu83+XkLf59I7iTSvPyRF//OJpyNCqXonUsCE7btjAcfXq637sSLl6qFW603zRIflBbS5s9wkIW/fg1u3CAVnVA== https://w3id.org/np/RA4VUlrBt15UFIcTK3s7n97NvVvLaTXcookPcgg7mdsrI/sig http://purl.org/nanopub/x/hasSignatureTarget https://w3id.org/np/RA4VUlrBt15UFIcTK3s7n97NvVvLaTXcookPcgg7mdsrI https://w3id.org/np/RA4VUlrBt15UFIcTK3s7n97NvVvLaTXcookPcgg7mdsrI/sig http://purl.org/nanopub/x/signedBy https://orcid.org/0009-0008-8411-2742