{"id":"https://openalex.org/W2622325014","doi":"https://doi.org/10.1184/r1/6715049","title":"Calibration and Characterization of Low-Cost Fine Particulate Monitors and their Effect on Individual Empowerment","display_name":"Calibration and Characterization of Low-Cost Fine Particulate Monitors and their Effect on Individual Empowerment","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2622325014","doi":"https://doi.org/10.1184/r1/6715049","mag":"2622325014"},"language":"en","primary_location":{"id":"pmh:oai:repository.cmu.edu:dissertations-1971","doi":null,"is_oa":true,"landing_page_url":"http://repository.cmu.edu/cgi/viewcontent.cgi?article=1971&context=dissertations","pdf_url":"http://repository.cmu.edu/dissertations/932","source":{"id":"https://openalex.org/S7407050927","display_name":"KiltHub Repository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I74973139","host_organization_name":"Carnegie Mellon University","host_organization_lineage":["https://openalex.org/I74973139"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Dissertations","raw_type":"text"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://repository.cmu.edu/dissertations/932","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Taylor, Michael D.","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Taylor, Michael D.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1904,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.62297176,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10190","display_name":"Air Quality and Health Impacts","score":0.0010000000474974513,"subfield":{"id":"https://openalex.org/subfields/2307","display_name":"Health, Toxicology and Mutagenesis"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11002","display_name":"Indoor Air Quality and Microbial Exposure","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2307","display_name":"Health, Toxicology and Mutagenesis"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/low-cost-air-quality-sensors","display_name":"low-cost air quality sensors","score":0.7929999828338623},{"id":"https://openalex.org/keywords/pm2-5","display_name":"PM2.5","score":0.8569999933242798},{"id":"https://openalex.org/keywords/sensor-calibration","display_name":"sensor calibration","score":0.9340000152587891},{"id":"https://openalex.org/keywords/indoor-air-quality","display_name":"indoor air quality","score":0.7319999933242798},{"id":"https://openalex.org/keywords/personal-exposure-monitoring","display_name":"personal exposure monitoring","score":0.9589999914169312},{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.8140000104904175},{"id":"https://openalex.org/keywords/community-empowerment","display_name":"community empowerment","score":0.42899999022483826},{"id":"https://openalex.org/keywords/calibration-chamber","display_name":"calibration chamber","score":0.4050000011920929}],"concepts":[{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.6646438241004944},{"id":"https://openalex.org/C24245907","wikidata":"https://www.wikidata.org/wiki/Q498957","display_name":"Particulates","level":2,"score":0.562139630317688},{"id":"https://openalex.org/C20555606","wikidata":"https://www.wikidata.org/wiki/Q868575","display_name":"Empowerment","level":2,"score":0.49201151728630066},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4422313868999481},{"id":"https://openalex.org/C2780841128","wikidata":"https://www.wikidata.org/wiki/Q5073781","display_name":"Characterization (materials science)","level":2,"score":0.41504958271980286},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.18469440937042236},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.1760234534740448},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1632392704486847},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.11576783657073975},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.11213609576225281},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.11123490333557129},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"pmh:oai:repository.cmu.edu:dissertations-1971","doi":null,"is_oa":true,"landing_page_url":"http://repository.cmu.edu/cgi/viewcontent.cgi?article=1971&context=dissertations","pdf_url":"http://repository.cmu.edu/dissertations/932","source":{"id":"https://openalex.org/S7407050927","display_name":"KiltHub Repository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I74973139","host_organization_name":"Carnegie Mellon University","host_organization_lineage":["https://openalex.org/I74973139"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Dissertations","raw_type":"text"},{"id":"pmh:oai:figshare.com:article/6715049","doi":null,"is_oa":false,"landing_page_url":"https://figshare.com/articles/thesis/Calibration_and_Characterization_of_Low-Cost_Fine_Particulate_Monitors_and_their_Effect_on_Individual_Empowerment/6715049","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Thesis"},{"id":"mag:2622325014","doi":null,"is_oa":false,"landing_page_url":"http://repository.cmu.edu/dissertations/932/","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},{"id":"doi:10.1184/r1/6715049","doi":"https://doi.org/10.1184/r1/6715049","is_oa":true,"landing_page_url":"https://doi.org/10.1184/r1/6715049","pdf_url":null,"source":{"id":"https://openalex.org/S7407050927","display_name":"KiltHub Repository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I74973139","host_organization_name":"Carnegie Mellon University","host_organization_lineage":["https://openalex.org/I74973139"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},{"id":"doi:10.1184/r1/6715049.v1","doi":"https://doi.org/10.1184/r1/6715049.v1","is_oa":true,"landing_page_url":"https://doi.org/10.1184/r1/6715049.v1","pdf_url":null,"source":{"id":"https://openalex.org/S7407050927","display_name":"KiltHub Repository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I74973139","host_organization_name":"Carnegie Mellon University","host_organization_lineage":["https://openalex.org/I74973139"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"pmh:oai:repository.cmu.edu:dissertations-1971","doi":null,"is_oa":true,"landing_page_url":"http://repository.cmu.edu/cgi/viewcontent.cgi?article=1971&context=dissertations","pdf_url":"http://repository.cmu.edu/dissertations/932","source":{"id":"https://openalex.org/S7407050927","display_name":"KiltHub Repository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I74973139","host_organization_name":"Carnegie Mellon University","host_organization_lineage":["https://openalex.org/I74973139"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Dissertations","raw_type":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.5683000087738037}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2622325014.pdf","grobid_xml":"https://content.openalex.org/works/W2622325014.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2964812095","https://openalex.org/W2962249211","https://openalex.org/W7117111302","https://openalex.org/W2952073230","https://openalex.org/W4400075045","https://openalex.org/W4206295091","https://openalex.org/W7106107876","https://openalex.org/W4223454288","https://openalex.org/W4402115638","https://openalex.org/W2055361278"],"abstract_inverted_index":{"Air":[0],"quality":[1,203,234],"has":[2,24],"long":[3],"been":[4,25],"a":[5,75,270,275,279,323,386],"major":[6],"health":[7,30],"concern":[8],"for":[9,155,288,316,345],"citizens":[10],"around":[11],"the":[12,51,63,135,174,193,237,252,257,260,286,289,305,351,383],"world,":[13],"and":[14,38,53,66,80,103,128,167,178,225,239,245,300,307,369,373,382],"increased":[15,39],"levels":[16],"of":[17,44,68,77,137,142,149,176,241,259,310,379,385],"exposure":[18,94,157,381],"to":[19,28,165,172,181,215,221,243,342],"fine":[20,262,327,388],"particulate":[21,263,389],"matter":[22],"(PM2:5)":[23],"definitively":[26],"linked":[27],"serious":[29],"effects":[31],"such":[32,118],"as":[33,119,348,350],"cardiovascular":[34],"disease,":[35],"respiratory":[36],"illness,":[37],"mortality.":[40],"PM2:5":[41,71,144],"is":[42,54,97],"one":[43],"six":[45],"attainment":[46],"criteria":[47],"pollutants":[48],"used":[49],"by":[50,57],"EPA,":[52],"similarly":[55],"regulated":[56],"many":[58],"other":[59],"governments":[60],"worldwide.":[61],"Unfortunately,":[62],"high":[64],"cost":[65],"complexity":[67],"most":[69],"current":[70],"monitors":[72,364],"results":[73],"in":[74,122,213,219,318],"lack":[76],"detailed":[78],"spatial":[79],"temporal":[81],"resolution,":[82],"which":[83],"means":[84],"that":[85],"concerned":[86],"individuals":[87,242],"have":[88,133,284,321,361],"little":[89],"insight":[90],"into":[91],"their":[92,247],"personal":[93,156,380],"levels.":[95],"This":[96,146,190,339],"especially":[98],"true":[99],"regarding":[100],"hyper-local":[101],"variations":[102,317],"short-term":[104,292],"pollution":[105],"events":[106],"associated":[107],"with":[108,223,278,295],"industrial":[109],"activity,":[110],"heavy":[111],"fossil":[112],"fuel":[113],"use,":[114],"or":[115,335],"indoor":[116,248],"activity":[117],"cooking.":[120],"Advances":[121],"sensor":[123,273],"miniaturization,":[124],"decreased":[125],"fabrication":[126],"costs,":[127],"rapidly":[129],"expanding":[130],"data":[131,268],"connectivity":[132],"encouraged":[134],"development":[136,258],"small,":[138],"inexpensive":[139,201,232],"devices":[140],"capable":[141],"estimating":[143],"concentrations.":[145],"new":[147,153,162],"class":[148],"sensors":[150,171,209],"opens":[151],"up":[152],"possibilities":[154],"monitoring.":[158],"It":[159],"also":[160],"creates":[161],"challenges":[163],"related":[164],"calibrating":[166],"characterizing":[168],"inexpensively":[169],"manufactured":[170],"provide":[173],"level":[175],"precision":[177],"accuracy":[179],"needed":[180],"yield":[182],"actionable":[183],"information":[184],"without":[185],"significantly":[186],"increasing":[187],"device":[188],"cost.":[189],"thesis":[191],"addresses":[192],"following":[194,253],"two":[195],"primary":[196],"questions:":[197],"1.":[198],"Can":[199,230],"an":[200,231,332],"air":[202,233,249],"monitor":[204,235,390],"based":[205],"on":[206,391],"mass-manufactured":[207],"dust":[208,272],"be":[210],"calibrated":[211],"efficiently":[212],"order":[214],"achieve":[216],"inter-device":[217],"agreement":[218,222],"addition":[220],"professional":[224,296],"federally-endorsed":[226],"particle":[227,298],"monitors?":[228],"2.":[229],"increase":[236],"confidence":[238],"capacity":[240],"understand":[244],"control":[246],"quality?":[250],"In":[251],"thesis,":[254],"we":[255,320,360],"describe":[256],"Speck":[261,266,306],"monitor.":[264],"The":[265],"processes":[267],"from":[269,356],"low-cost":[271,363,387],"using":[274],"Kalman":[276],"filter":[277],"piecewise":[280],"sensing":[281],"model.":[282],"We":[283],"optimized":[285],"parameters":[287],"algorithm":[290],"through":[291,365],"co-location":[293],"tests":[294],"HHPC-6":[297,308],"counters,":[299],"verified":[301],"typical":[302],"correlations":[303],"between":[304],"units":[309],"r2":[311],">":[312],"0:90.":[313],"To":[314],"account":[315],"sensitivity,":[319],"developed":[322],"calibration":[324,337],"procedure":[325],"whereby":[326],"particles":[328],"are":[329],"aerosolized":[330],"within":[331],"open":[333],"room":[334],"closed":[336],"chamber.":[338],"allows":[340],"us":[341],"produce":[343],"Specks":[344],"commercial":[346],"distribution":[347],"well":[349],"experiments":[352],"presented":[353],"herein.":[354],"Drawing":[355],"previous":[357],"pilot":[358],"studies,":[359],"distributed":[362],"local":[366],"library":[367],"systems":[368],"community":[370],"groups.":[371],"Pre-deployment":[372],"post-deployment":[374],"surveys":[375],"characterize":[376],"user":[377],"perception":[378],"effect":[384],"empowerment.":[392]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2017-06-15T00:00:00"}
