FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W1988351679> ?p ?o ?g. }

• W1988351679 endingPage "115" @default.
• W1988351679 startingPage "104" @default.
• W1988351679 abstract "With a growing awareness of the importance of near-road air pollution and an increasing population of near-road pedestrians, it is imperative to “nowcast” near-road air quality conditions to the general public. This necessitates the building hourly predictive models that are both accurate and easy to use. This study demonstrates an approach to model the hourly near-road Black Carbon (BC) concentrations given on-road traffic information and current meteorological conditions using datasets from two urban sites in Seattle, Washington. The optimal set of prediction variables is determined with a Bayesian Model Averaging (BMA) method and three different model structures are further developed and compared by goodness-of-fit. An innovative approach is proposed to translate wind direction from numerical values to categorical variables with statistical significance. By modeling the autocorrelation within the BC time series using an AR(1) component, the model achieves a satisfactory prediction accuracy. The conditional heteroscedasticity and heavy-tailed distribution of the model residuals are successfully identified and modeled by the General Auto Regressive Conditional Heteroscedasticity (GARCH) model, which provides valuable insights to the interpretation of prediction results. The methodological procedure demonstrated in selecting and fine-tuning the model is computationally efficient and valuable for further implementation onto online platforms for near-road BC nowcasting. A comparison between the two sites also reveals the effectiveness of local freight regulation for mitigating the environmental impacts from a heavy truck fleet." @default.
• W1988351679 created "2016-06-24" @default.
• W1988351679 creator A5012268687 @default.
• W1988351679 creator A5015169675 @default.
• W1988351679 creator A5021802770 @default.
• W1988351679 creator A5038632023 @default.
• W1988351679 date "2015-01-01" @default.
• W1988351679 modified "2023-10-14" @default.
• W1988351679 title "Coherent approach for modeling and nowcasting hourly near-road Black Carbon concentrations in Seattle, Washington" @default.
• W1988351679 cites W1603903339 @default.
• W1988351679 cites W1907369419 @default.
• W1988351679 cites W1963497782 @default.
• W1988351679 cites W1966105985 @default.
• W1988351679 cites W1969296254 @default.
• W1988351679 cites W2002685456 @default.
• W1988351679 cites W2007034525 @default.
• W1988351679 cites W2008267658 @default.
• W1988351679 cites W2012922494 @default.
• W1988351679 cites W2019016121 @default.
• W1988351679 cites W2021322898 @default.
• W1988351679 cites W2021368168 @default.
• W1988351679 cites W2022984962 @default.
• W1988351679 cites W2027854107 @default.
• W1988351679 cites W2041510288 @default.
• W1988351679 cites W2041951811 @default.
• W1988351679 cites W2047861796 @default.
• W1988351679 cites W2048481421 @default.
• W1988351679 cites W2050228909 @default.
• W1988351679 cites W2053255375 @default.
• W1988351679 cites W2063025261 @default.
• W1988351679 cites W2072914809 @default.
• W1988351679 cites W2074794092 @default.
• W1988351679 cites W20825669 @default.
• W1988351679 cites W2087750698 @default.
• W1988351679 cites W2088217228 @default.
• W1988351679 cites W2111736468 @default.
• W1988351679 cites W2112001605 @default.
• W1988351679 cites W2119422152 @default.
• W1988351679 cites W2130231837 @default.
• W1988351679 cites W2137826045 @default.
• W1988351679 cites W2148316980 @default.
• W1988351679 cites W2318698569 @default.
• W1988351679 cites W644223848 @default.
• W1988351679 cites W2034031435 @default.
• W1988351679 doi "https://doi.org/10.1016/j.trd.2014.10.009" @default.
• W1988351679 hasPublicationYear "2015" @default.
• W1988351679 type Work @default.
• W1988351679 sameAs 1988351679 @default.
• W1988351679 citedByCount "4" @default.
• W1988351679 countsByYear W19883516792018 @default.
• W1988351679 countsByYear W19883516792019 @default.
• W1988351679 countsByYear W19883516792022 @default.
• W1988351679 crossrefType "journal-article" @default.
• W1988351679 hasAuthorship W1988351679A5012268687 @default.
• W1988351679 hasAuthorship W1988351679A5015169675 @default.
• W1988351679 hasAuthorship W1988351679A5021802770 @default.
• W1988351679 hasAuthorship W1988351679A5038632023 @default.
• W1988351679 hasConcept C101104100 @default.
• W1988351679 hasConcept C105795698 @default.
• W1988351679 hasConcept C119857082 @default.
• W1988351679 hasConcept C126314574 @default.
• W1988351679 hasConcept C149782125 @default.
• W1988351679 hasConcept C153294291 @default.
• W1988351679 hasConcept C205649164 @default.
• W1988351679 hasConcept C2781013037 @default.
• W1988351679 hasConcept C33923547 @default.
• W1988351679 hasConcept C39432304 @default.
• W1988351679 hasConcept C41008148 @default.
• W1988351679 hasConcept C5274069 @default.
• W1988351679 hasConceptScore W1988351679C101104100 @default.
• W1988351679 hasConceptScore W1988351679C105795698 @default.
• W1988351679 hasConceptScore W1988351679C119857082 @default.
• W1988351679 hasConceptScore W1988351679C126314574 @default.
• W1988351679 hasConceptScore W1988351679C149782125 @default.
• W1988351679 hasConceptScore W1988351679C153294291 @default.
• W1988351679 hasConceptScore W1988351679C205649164 @default.
• W1988351679 hasConceptScore W1988351679C2781013037 @default.
• W1988351679 hasConceptScore W1988351679C33923547 @default.
• W1988351679 hasConceptScore W1988351679C39432304 @default.
• W1988351679 hasConceptScore W1988351679C41008148 @default.
• W1988351679 hasConceptScore W1988351679C5274069 @default.
• W1988351679 hasLocation W19883516791 @default.
• W1988351679 hasOpenAccess W1988351679 @default.
• W1988351679 hasPrimaryLocation W19883516791 @default.
• W1988351679 hasRelatedWork W2030132082 @default.
• W1988351679 hasRelatedWork W2071101016 @default.
• W1988351679 hasRelatedWork W2336115354 @default.
• W1988351679 hasRelatedWork W2912574429 @default.
• W1988351679 hasRelatedWork W3110040737 @default.
• W1988351679 hasRelatedWork W3122431287 @default.
• W1988351679 hasRelatedWork W3130219269 @default.
• W1988351679 hasRelatedWork W4234312106 @default.
• W1988351679 hasRelatedWork W4282045836 @default.
• W1988351679 hasRelatedWork W4297341742 @default.
• W1988351679 hasVolume "34" @default.
• W1988351679 isParatext "false" @default.
• W1988351679 isRetracted "false" @default.
• W1988351679 magId "1988351679" @default.

• next