FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2804462711> ?p ?o ?g. }

• W2804462711 endingPage "2679" @default.
• W2804462711 startingPage "2666" @default.
• W2804462711 abstract "We present the results of a neural network model designed for the forecasting of hourly PM2.5 concentrations in Santiago, Chile. The study focuses on the observed values at two of the monitoring stations, which are located in the south-west zone of the city and are among the stations that register the highest concentrations during the period between April and August. This is the season when air quality is very often in ranges that are harmful to the population and some restrictions on emissions become useful. The forecasting model is a multilayer neural network. The input variables are observed values of hourly PM10 and PM2.5 concentrations measured at the station of interest and at a neighboring station at 7 PM of the present day and some observed and forecasted meteorological variables. NO2 concentrations during the morning and afternoon hours, which may be associated with secondary particle formation, are also used as input. The implemented models are trained with 2014 and 2015 data and tested with 2016 values. Information is collected until 7 PM of the present day, and the largest forecasting error up to 21 hours in advance is 32%. The accuracy of this forecasting is better than that obtained with a neural model previously used for the forecasting of hourly PM2.5 concentrations in the north-west zone in Santiago. Our neural models show better results than those obtained with linear models with the same input variables. The developed models provide a tool for anticipating episodes in Santiago and other cities with similarly unfavorable conditions for pollutant dispersion." @default.
• W2804462711 created "2018-06-01" @default.
• W2804462711 creator A5037363713 @default.
• W2804462711 creator A5046961920 @default.
• W2804462711 date "2018-01-01" @default.
• W2804462711 modified "2023-10-06" @default.
• W2804462711 title "Forecasting of Hourly PM2.5 in South-West Zone in Santiago de Chile" @default.
• W2804462711 cites W1536585711 @default.
• W2804462711 cites W1963618207 @default.
• W2804462711 cites W1980016057 @default.
• W2804462711 cites W1982561564 @default.
• W2804462711 cites W1984581928 @default.
• W2804462711 cites W1995122595 @default.
• W2804462711 cites W1996917229 @default.
• W2804462711 cites W1997829466 @default.
• W2804462711 cites W2001503353 @default.
• W2804462711 cites W2012922494 @default.
• W2804462711 cites W2013866933 @default.
• W2804462711 cites W2016199013 @default.
• W2804462711 cites W2024355140 @default.
• W2804462711 cites W2026727583 @default.
• W2804462711 cites W2040328014 @default.
• W2804462711 cites W2048752066 @default.
• W2804462711 cites W2059303903 @default.
• W2804462711 cites W2064504201 @default.
• W2804462711 cites W2067186191 @default.
• W2804462711 cites W2070104948 @default.
• W2804462711 cites W2074156433 @default.
• W2804462711 cites W2076485554 @default.
• W2804462711 cites W2090410338 @default.
• W2804462711 cites W2102567523 @default.
• W2804462711 cites W2111286455 @default.
• W2804462711 cites W2137983211 @default.
• W2804462711 cites W2157539394 @default.
• W2804462711 cites W2170381809 @default.
• W2804462711 cites W2267076517 @default.
• W2804462711 cites W2300600240 @default.
• W2804462711 cites W2766127044 @default.
• W2804462711 cites W3121765052 @default.
• W2804462711 cites W3137435582 @default.
• W2804462711 doi "https://doi.org/10.4209/aaqr.2018.01.0029" @default.
• W2804462711 hasPublicationYear "2018" @default.
• W2804462711 type Work @default.
• W2804462711 sameAs 2804462711 @default.
• W2804462711 citedByCount "14" @default.
• W2804462711 countsByYear W28044627112019 @default.
• W2804462711 countsByYear W28044627112020 @default.
• W2804462711 countsByYear W28044627112021 @default.
• W2804462711 countsByYear W28044627112022 @default.
• W2804462711 countsByYear W28044627112023 @default.
• W2804462711 crossrefType "journal-article" @default.
• W2804462711 hasAuthorship W2804462711A5037363713 @default.
• W2804462711 hasAuthorship W2804462711A5046961920 @default.
• W2804462711 hasBestOaLocation W28044627111 @default.
• W2804462711 hasConcept C105795698 @default.
• W2804462711 hasConcept C119857082 @default.
• W2804462711 hasConcept C126314574 @default.
• W2804462711 hasConcept C126322002 @default.
• W2804462711 hasConcept C127313418 @default.
• W2804462711 hasConcept C144024400 @default.
• W2804462711 hasConcept C149923435 @default.
• W2804462711 hasConcept C153294291 @default.
• W2804462711 hasConcept C19720800 @default.
• W2804462711 hasConcept C205649164 @default.
• W2804462711 hasConcept C2908647359 @default.
• W2804462711 hasConcept C33923547 @default.
• W2804462711 hasConcept C39432304 @default.
• W2804462711 hasConcept C41008148 @default.
• W2804462711 hasConcept C49204034 @default.
• W2804462711 hasConcept C50644808 @default.
• W2804462711 hasConcept C71924100 @default.
• W2804462711 hasConceptScore W2804462711C105795698 @default.
• W2804462711 hasConceptScore W2804462711C119857082 @default.
• W2804462711 hasConceptScore W2804462711C126314574 @default.
• W2804462711 hasConceptScore W2804462711C126322002 @default.
• W2804462711 hasConceptScore W2804462711C127313418 @default.
• W2804462711 hasConceptScore W2804462711C144024400 @default.
• W2804462711 hasConceptScore W2804462711C149923435 @default.
• W2804462711 hasConceptScore W2804462711C153294291 @default.
• W2804462711 hasConceptScore W2804462711C19720800 @default.
• W2804462711 hasConceptScore W2804462711C205649164 @default.
• W2804462711 hasConceptScore W2804462711C2908647359 @default.
• W2804462711 hasConceptScore W2804462711C33923547 @default.
• W2804462711 hasConceptScore W2804462711C39432304 @default.
• W2804462711 hasConceptScore W2804462711C41008148 @default.
• W2804462711 hasConceptScore W2804462711C49204034 @default.
• W2804462711 hasConceptScore W2804462711C50644808 @default.
• W2804462711 hasConceptScore W2804462711C71924100 @default.
• W2804462711 hasIssue "10" @default.
• W2804462711 hasLocation W28044627111 @default.
• W2804462711 hasOpenAccess W2804462711 @default.
• W2804462711 hasPrimaryLocation W28044627111 @default.
• W2804462711 hasRelatedWork W2004318300 @default.
• W2804462711 hasRelatedWork W2065356536 @default.
• W2804462711 hasRelatedWork W2109926766 @default.
• W2804462711 hasRelatedWork W2585739147 @default.
• W2804462711 hasRelatedWork W2748952813 @default.
• W2804462711 hasRelatedWork W2806201687 @default.

• next