FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3131948008> ?p ?o ?g. }

• W3131948008 endingPage "116934" @default.
• W3131948008 startingPage "116934" @default.
• W3131948008 abstract "• Prevalent blockage influencers in sewer networks were delineated. • The degree of influence serves as a blockage maintenance prioritisation parameter. • Increased clustering of blockages may be connected to increased maintenance need. • Spatial variability of blockages may be linked to improved predictability. Efficient management of sewer blockages requires increased preventive maintenance planning. Conventional approaches to the management of blockages in sewer pipe networks constitute largely unplanned maintenance stemming from a lack of adequate information and diagnosis of blockage causative mechanisms. This study mainly investigated a spatial statistical approach to determine the influence of explanatory factors on increased blockage propensity in sewers based on spatial heterogeneity. The approach consisted of the network K-function analysis, which provided an understanding of the significance of the spatial variation of blockages. A geographically-weighted Poisson regression then showed the degree of influence that explanatory factors had on increased blockage propensity in differentiated segments of the sewer pipe network. Lastly, blockage recurrence predictions were carried out with Random Forest ensembles. This approach was applied to three municipalities. Explanatory factors such as material type, number of service connections, self-cleaning velocity, sagging pipes, root intrusion risk, closed-circuit television inspection grade and distance to restaurants showed significant spatial heterogeneity and varying impacts on blockage propensity. The Random Forest ensemble predicted blockage recurrence with 60–80% accuracy for data from two municipalities and below 50% for the last. This approach provides knowledge that supports proactive maintenance planning in the management of blockages in sewer pipe networks." @default.
• W3131948008 created "2021-03-01" @default.
• W3131948008 creator A5041419522 @default.
• W3131948008 creator A5044262365 @default.
• W3131948008 creator A5052591620 @default.
• W3131948008 date "2021-04-01" @default.
• W3131948008 modified "2023-10-17" @default.
• W3131948008 title "Spatial heterogeneity assessment of factors affecting sewer pipe blockages and predictions" @default.
• W3131948008 cites W1490567082 @default.
• W3131948008 cites W1575134133 @default.
• W3131948008 cites W1607757048 @default.
• W3131948008 cites W1970357787 @default.
• W3131948008 cites W2001423991 @default.
• W3131948008 cites W2012223121 @default.
• W3131948008 cites W2012738906 @default.
• W3131948008 cites W2018127194 @default.
• W3131948008 cites W2018226609 @default.
• W3131948008 cites W2026915186 @default.
• W3131948008 cites W2029303070 @default.
• W3131948008 cites W2045720360 @default.
• W3131948008 cites W2056864026 @default.
• W3131948008 cites W2059170297 @default.
• W3131948008 cites W2063879348 @default.
• W3131948008 cites W2075380477 @default.
• W3131948008 cites W2086425602 @default.
• W3131948008 cites W2091703948 @default.
• W3131948008 cites W2094195268 @default.
• W3131948008 cites W2104827669 @default.
• W3131948008 cites W2114266601 @default.
• W3131948008 cites W2131029328 @default.
• W3131948008 cites W2148323323 @default.
• W3131948008 cites W2149414461 @default.
• W3131948008 cites W2208293910 @default.
• W3131948008 cites W2313714225 @default.
• W3131948008 cites W2329508654 @default.
• W3131948008 cites W2346472121 @default.
• W3131948008 cites W236257283 @default.
• W3131948008 cites W2514297841 @default.
• W3131948008 cites W2517011252 @default.
• W3131948008 cites W2524907969 @default.
• W3131948008 cites W2526090872 @default.
• W3131948008 cites W2532846269 @default.
• W3131948008 cites W2586821431 @default.
• W3131948008 cites W2610879742 @default.
• W3131948008 cites W2791608179 @default.
• W3131948008 cites W2793608821 @default.
• W3131948008 cites W2800135497 @default.
• W3131948008 cites W2901774185 @default.
• W3131948008 cites W2944854809 @default.
• W3131948008 cites W2948613401 @default.
• W3131948008 cites W2964355227 @default.
• W3131948008 cites W3037064601 @default.
• W3131948008 cites W4250801202 @default.
• W3131948008 cites W64301383 @default.
• W3131948008 doi "https://doi.org/10.1016/j.watres.2021.116934" @default.
• W3131948008 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/33636665" @default.
• W3131948008 hasPublicationYear "2021" @default.
• W3131948008 type Work @default.
• W3131948008 sameAs 3131948008 @default.
• W3131948008 citedByCount "15" @default.
• W3131948008 countsByYear W31319480082021 @default.
• W3131948008 countsByYear W31319480082022 @default.
• W3131948008 countsByYear W31319480082023 @default.
• W3131948008 crossrefType "journal-article" @default.
• W3131948008 hasAuthorship W3131948008A5041419522 @default.
• W3131948008 hasAuthorship W3131948008A5044262365 @default.
• W3131948008 hasAuthorship W3131948008A5052591620 @default.
• W3131948008 hasBestOaLocation W31319480081 @default.
• W3131948008 hasConcept C119857082 @default.
• W3131948008 hasConcept C169258074 @default.
• W3131948008 hasConcept C190714865 @default.
• W3131948008 hasConcept C39432304 @default.
• W3131948008 hasConcept C41008148 @default.
• W3131948008 hasConcept C87717796 @default.
• W3131948008 hasConceptScore W3131948008C119857082 @default.
• W3131948008 hasConceptScore W3131948008C169258074 @default.
• W3131948008 hasConceptScore W3131948008C190714865 @default.
• W3131948008 hasConceptScore W3131948008C39432304 @default.
• W3131948008 hasConceptScore W3131948008C41008148 @default.
• W3131948008 hasConceptScore W3131948008C87717796 @default.
• W3131948008 hasFunder F4320321033 @default.
• W3131948008 hasLocation W31319480081 @default.
• W3131948008 hasOpenAccess W3131948008 @default.
• W3131948008 hasPrimaryLocation W31319480081 @default.
• W3131948008 hasRelatedWork W1978723724 @default.
• W3131948008 hasRelatedWork W1996515589 @default.
• W3131948008 hasRelatedWork W2083344633 @default.
• W3131948008 hasRelatedWork W2512144135 @default.
• W3131948008 hasRelatedWork W2790695452 @default.
• W3131948008 hasRelatedWork W2899084033 @default.
• W3131948008 hasRelatedWork W3090711245 @default.
• W3131948008 hasRelatedWork W3103112322 @default.
• W3131948008 hasRelatedWork W4294997308 @default.
• W3131948008 hasRelatedWork W4308517716 @default.
• W3131948008 hasVolume "194" @default.
• W3131948008 isParatext "false" @default.
• W3131948008 isRetracted "false" @default.
• W3131948008 magId "3131948008" @default.

• next