Matches in SemOpenAlex for { <https://semopenalex.org/work/W4323355608> ?p ?o ?g. }
Showing items 1 to 96 of
96
with 100 items per page.
- W4323355608 abstract "Abstract PM $$_{2.5}$$ <mml:math xmlns:mml=http://www.w3.org/1998/Math/MathML> <mml:msub> <mml:mrow /> <mml:mrow> <mml:mn>2.5</mml:mn> </mml:mrow> </mml:msub> </mml:math> prediction plays an important role for governments in establishing policies to control the emission of excessive atmospheric pollutants to protect the health of citizens. However, traditional machine learning methods that use data collected from ground-level monitoring stations have reached their limit with poor model generalization and insufficient data. We propose a composite neural network trained with aerosol optical depth (AOD) and weather data collected from satellites, as well as interpolated ocean wind features. We investigate the model outputs of different components of the composite neural network, concluding that the proposed composite neural network architecture yields significant improvements in overall performance compared to each component and the ensemble model benchmarks. The monthly analysis also demonstrates the superiority of the proposed architecture for stations where land-sea breezes frequently occur in the southern and central Taiwan in the months when land-sea breeze dominates the accumulation of PM $$_{2.5}$$ <mml:math xmlns:mml=http://www.w3.org/1998/Math/MathML> <mml:msub> <mml:mrow /> <mml:mrow> <mml:mn>2.5</mml:mn> </mml:mrow> </mml:msub> </mml:math> ." @default.
- W4323355608 created "2023-03-08" @default.
- W4323355608 creator A5007240957 @default.
- W4323355608 creator A5052520979 @default.
- W4323355608 creator A5077201109 @default.
- W4323355608 creator A5084649437 @default.
- W4323355608 date "2023-03-07" @default.
- W4323355608 modified "2023-10-14" @default.
- W4323355608 title "Influence of land-sea breeze on PM$$_{2.5}$$ prediction in central and southern Taiwan using composite neural network" @default.
- W4323355608 cites W1964829247 @default.
- W4323355608 cites W1968840994 @default.
- W4323355608 cites W1979799510 @default.
- W4323355608 cites W2028163949 @default.
- W4323355608 cites W2040815895 @default.
- W4323355608 cites W2119055173 @default.
- W4323355608 cites W2134742846 @default.
- W4323355608 cites W2323483937 @default.
- W4323355608 cites W2325095425 @default.
- W4323355608 cites W2463486446 @default.
- W4323355608 cites W2531022405 @default.
- W4323355608 cites W2559599946 @default.
- W4323355608 cites W2570322979 @default.
- W4323355608 cites W2799286067 @default.
- W4323355608 cites W2809035759 @default.
- W4323355608 cites W2865430977 @default.
- W4323355608 cites W2890012302 @default.
- W4323355608 cites W2898407312 @default.
- W4323355608 cites W2912477959 @default.
- W4323355608 cites W2915921477 @default.
- W4323355608 cites W2919958648 @default.
- W4323355608 cites W2953978338 @default.
- W4323355608 cites W2990974130 @default.
- W4323355608 cites W3025238321 @default.
- W4323355608 cites W3087962002 @default.
- W4323355608 cites W3110642941 @default.
- W4323355608 cites W3129340169 @default.
- W4323355608 cites W4285388922 @default.
- W4323355608 doi "https://doi.org/10.1038/s41598-023-29845-w" @default.
- W4323355608 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/36882455" @default.
- W4323355608 hasPublicationYear "2023" @default.
- W4323355608 type Work @default.
- W4323355608 citedByCount "0" @default.
- W4323355608 crossrefType "journal-article" @default.
- W4323355608 hasAuthorship W4323355608A5007240957 @default.
- W4323355608 hasAuthorship W4323355608A5052520979 @default.
- W4323355608 hasAuthorship W4323355608A5077201109 @default.
- W4323355608 hasAuthorship W4323355608A5084649437 @default.
- W4323355608 hasBestOaLocation W43233556081 @default.
- W4323355608 hasConcept C11413529 @default.
- W4323355608 hasConcept C119857082 @default.
- W4323355608 hasConcept C121332964 @default.
- W4323355608 hasConcept C127313418 @default.
- W4323355608 hasConcept C134306372 @default.
- W4323355608 hasConcept C153294291 @default.
- W4323355608 hasConcept C154945302 @default.
- W4323355608 hasConcept C177148314 @default.
- W4323355608 hasConcept C33923547 @default.
- W4323355608 hasConcept C39432304 @default.
- W4323355608 hasConcept C41008148 @default.
- W4323355608 hasConcept C50644808 @default.
- W4323355608 hasConcept C62649853 @default.
- W4323355608 hasConcept C63974104 @default.
- W4323355608 hasConceptScore W4323355608C11413529 @default.
- W4323355608 hasConceptScore W4323355608C119857082 @default.
- W4323355608 hasConceptScore W4323355608C121332964 @default.
- W4323355608 hasConceptScore W4323355608C127313418 @default.
- W4323355608 hasConceptScore W4323355608C134306372 @default.
- W4323355608 hasConceptScore W4323355608C153294291 @default.
- W4323355608 hasConceptScore W4323355608C154945302 @default.
- W4323355608 hasConceptScore W4323355608C177148314 @default.
- W4323355608 hasConceptScore W4323355608C33923547 @default.
- W4323355608 hasConceptScore W4323355608C39432304 @default.
- W4323355608 hasConceptScore W4323355608C41008148 @default.
- W4323355608 hasConceptScore W4323355608C50644808 @default.
- W4323355608 hasConceptScore W4323355608C62649853 @default.
- W4323355608 hasConceptScore W4323355608C63974104 @default.
- W4323355608 hasIssue "1" @default.
- W4323355608 hasLocation W43233556081 @default.
- W4323355608 hasLocation W43233556082 @default.
- W4323355608 hasLocation W43233556083 @default.
- W4323355608 hasOpenAccess W4323355608 @default.
- W4323355608 hasPrimaryLocation W43233556081 @default.
- W4323355608 hasRelatedWork W2748952813 @default.
- W4323355608 hasRelatedWork W2885094885 @default.
- W4323355608 hasRelatedWork W2899084033 @default.
- W4323355608 hasRelatedWork W2961085424 @default.
- W4323355608 hasRelatedWork W3046775127 @default.
- W4323355608 hasRelatedWork W4285260836 @default.
- W4323355608 hasRelatedWork W4286629047 @default.
- W4323355608 hasRelatedWork W4306321456 @default.
- W4323355608 hasRelatedWork W4306674287 @default.
- W4323355608 hasRelatedWork W4224009465 @default.
- W4323355608 hasVolume "13" @default.
- W4323355608 isParatext "false" @default.
- W4323355608 isRetracted "false" @default.
- W4323355608 workType "article" @default.