FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3040572775> ?p ?o ?g. }

• W3040572775 endingPage "2470" @default.
• W3040572775 startingPage "2455" @default.
• W3040572775 abstract "Abstract Early warning of debris flow is one of the core contents of disaster prevention and mitigation work for debris flow disasters. There are few early warning methods based on the combination of rainfall threshold and geological environment conditions. In this paper, we presented an early warning method for debris flow based on the infinite irrelevance method (IIM) and self-organizing feature mapping (SOFM), and applied it to Liaoning Province, China. The proposed model consisted of three stages. Firstly, eight geological environmental conditions and two rainfall-inducing conditions were selected by analyzing the factors affecting the development of debris flow in the study area, and the rainfall threshold for debris flow outbreak was 150 mm. Secondly, the correlation between various factors was analyzed by IIM, which prevented the blindness of parameter selection and improved the prediction accuracy of the model. Finally, SOFM was employed to predict the test data. Experimental results showed that the IIM-SOFM model had a strong early warning ability. When 25 samples of low-frequency debris flow area were selected, the accuracy rate of the IIM-SOFM model with optimized network structure parameters was 100%, which it was obviously superior to the rainfall threshold method, BP neural network and competitive neural network. Consequently, it is feasible to use the IIM-SOFM model for early warning of debris flow, outperforming traditional machine learning methods." @default.
• W3040572775 created "2020-07-10" @default.
• W3040572775 creator A5013616455 @default.
• W3040572775 creator A5035056608 @default.
• W3040572775 creator A5080177510 @default.
• W3040572775 date "2020-07-01" @default.
• W3040572775 modified "2023-09-24" @default.
• W3040572775 title "Early warning of debris flow using optimized self-organizing feature mapping network" @default.
• W3040572775 cites W1451882029 @default.
• W3040572775 cites W1973508154 @default.
• W3040572775 cites W2040855111 @default.
• W3040572775 cites W2044622173 @default.
• W3040572775 cites W2046361090 @default.
• W3040572775 cites W2051405906 @default.
• W3040572775 cites W2053425959 @default.
• W3040572775 cites W2061746463 @default.
• W3040572775 cites W2115822915 @default.
• W3040572775 cites W2130104797 @default.
• W3040572775 cites W2147595926 @default.
• W3040572775 cites W2165968329 @default.
• W3040572775 cites W2166485318 @default.
• W3040572775 cites W2167636384 @default.
• W3040572775 cites W2168264232 @default.
• W3040572775 cites W2509139438 @default.
• W3040572775 cites W2562684560 @default.
• W3040572775 cites W2573644566 @default.
• W3040572775 cites W2731034455 @default.
• W3040572775 cites W2767195774 @default.
• W3040572775 cites W2795818889 @default.
• W3040572775 cites W2799286992 @default.
• W3040572775 cites W2803835188 @default.
• W3040572775 cites W2808177797 @default.
• W3040572775 cites W2884853452 @default.
• W3040572775 cites W2888976312 @default.
• W3040572775 cites W2891784522 @default.
• W3040572775 cites W2896063374 @default.
• W3040572775 cites W2898531662 @default.
• W3040572775 cites W2899305229 @default.
• W3040572775 cites W2901750221 @default.
• W3040572775 cites W2903533663 @default.
• W3040572775 cites W2912249945 @default.
• W3040572775 cites W2914230310 @default.
• W3040572775 cites W2914538994 @default.
• W3040572775 cites W2939545145 @default.
• W3040572775 cites W2949362468 @default.
• W3040572775 cites W2955098649 @default.
• W3040572775 cites W2958574063 @default.
• W3040572775 cites W2971625413 @default.
• W3040572775 cites W960153826 @default.
• W3040572775 doi "https://doi.org/10.2166/ws.2020.142" @default.
• W3040572775 hasPublicationYear "2020" @default.
• W3040572775 type Work @default.
• W3040572775 sameAs 3040572775 @default.
• W3040572775 citedByCount "5" @default.
• W3040572775 countsByYear W30405727752021 @default.
• W3040572775 countsByYear W30405727752022 @default.
• W3040572775 countsByYear W30405727752023 @default.
• W3040572775 crossrefType "journal-article" @default.
• W3040572775 hasAuthorship W3040572775A5013616455 @default.
• W3040572775 hasAuthorship W3040572775A5035056608 @default.
• W3040572775 hasAuthorship W3040572775A5080177510 @default.
• W3040572775 hasBestOaLocation W30405727751 @default.
• W3040572775 hasConcept C119767625 @default.
• W3040572775 hasConcept C138885662 @default.
• W3040572775 hasConcept C153294291 @default.
• W3040572775 hasConcept C154945302 @default.
• W3040572775 hasConcept C205649164 @default.
• W3040572775 hasConcept C2524010 @default.
• W3040572775 hasConcept C2776023875 @default.
• W3040572775 hasConcept C2776401178 @default.
• W3040572775 hasConcept C2776643431 @default.
• W3040572775 hasConcept C2780929884 @default.
• W3040572775 hasConcept C29825287 @default.
• W3040572775 hasConcept C33923547 @default.
• W3040572775 hasConcept C38349280 @default.
• W3040572775 hasConcept C39432304 @default.
• W3040572775 hasConcept C41008148 @default.
• W3040572775 hasConcept C41895202 @default.
• W3040572775 hasConcept C50644808 @default.
• W3040572775 hasConcept C71924100 @default.
• W3040572775 hasConcept C76155785 @default.
• W3040572775 hasConceptScore W3040572775C119767625 @default.
• W3040572775 hasConceptScore W3040572775C138885662 @default.
• W3040572775 hasConceptScore W3040572775C153294291 @default.
• W3040572775 hasConceptScore W3040572775C154945302 @default.
• W3040572775 hasConceptScore W3040572775C205649164 @default.
• W3040572775 hasConceptScore W3040572775C2524010 @default.
• W3040572775 hasConceptScore W3040572775C2776023875 @default.
• W3040572775 hasConceptScore W3040572775C2776401178 @default.
• W3040572775 hasConceptScore W3040572775C2776643431 @default.
• W3040572775 hasConceptScore W3040572775C2780929884 @default.
• W3040572775 hasConceptScore W3040572775C29825287 @default.
• W3040572775 hasConceptScore W3040572775C33923547 @default.
• W3040572775 hasConceptScore W3040572775C38349280 @default.
• W3040572775 hasConceptScore W3040572775C39432304 @default.
• W3040572775 hasConceptScore W3040572775C41008148 @default.
• W3040572775 hasConceptScore W3040572775C41895202 @default.
• W3040572775 hasConceptScore W3040572775C50644808 @default.

• next