FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2116422023> ?p ?o ?g. }

• W2116422023 endingPage "1676" @default.
• W2116422023 startingPage "1670" @default.
• W2116422023 abstract "Artificial Neural Networks (ANNs) have been successfully employed for predicting and forecasting groundwater levels up to some time steps ahead. In this paper, we present an application of feed forward neural networks (FFNs) for long period simulations of hourly groundwater levels in a coastal unconfined aquifer sited in the Lagoon of Venice, Italy. After initialising the model with groundwater elevations observed at a given time, the developed FNN should able to reproduce water level variations using only the external input variables, which have been identified as rainfall and evapotranspiration. To achieve this purpose, the models are first calibrated on a training dataset to perform 1-h ahead predictions of future groundwater levels using past observed groundwater levels and external inputs. Simulations are then produced on another data set by iteratively feeding back the predicted groundwater levels, along with real external data. The results show that the developed FNN can accurately reproduce groundwater depths of the shallow aquifer for several months. The study suggests that such network can be used as a viable alternative to physical-based models to simulate the responses of the aquifer under plausible future scenarios or to reconstruct long periods of missing observations provided past data for the influencing variables is available." @default.
• W2116422023 created "2016-06-24" @default.
• W2116422023 creator A5009938897 @default.
• W2116422023 creator A5081904302 @default.
• W2116422023 creator A5085213956 @default.
• W2116422023 date "2012-12-01" @default.
• W2116422023 modified "2023-10-18" @default.
• W2116422023 title "Artificial neural network simulation of hourly groundwater levels in a coastal aquifer system of the Venice lagoon" @default.
• W2116422023 cites W1504082289 @default.
• W2116422023 cites W1586335931 @default.
• W2116422023 cites W1616586668 @default.
• W2116422023 cites W1965295747 @default.
• W2116422023 cites W1979005324 @default.
• W2116422023 cites W1998442441 @default.
• W2116422023 cites W2001676017 @default.
• W2116422023 cites W2004630602 @default.
• W2116422023 cites W2004867388 @default.
• W2116422023 cites W2008090122 @default.
• W2116422023 cites W2017587036 @default.
• W2116422023 cites W2021462321 @default.
• W2116422023 cites W2031292142 @default.
• W2116422023 cites W2037460094 @default.
• W2116422023 cites W2039367339 @default.
• W2116422023 cites W2041534329 @default.
• W2116422023 cites W2057788866 @default.
• W2116422023 cites W2074292362 @default.
• W2116422023 cites W2074770406 @default.
• W2116422023 cites W2080892445 @default.
• W2116422023 cites W2081060554 @default.
• W2116422023 cites W2090692095 @default.
• W2116422023 cites W2095239580 @default.
• W2116422023 cites W2115771358 @default.
• W2116422023 cites W2120683406 @default.
• W2116422023 cites W2137983211 @default.
• W2116422023 cites W2141212940 @default.
• W2116422023 cites W2142635246 @default.
• W2116422023 cites W2165313910 @default.
• W2116422023 cites W3017323153 @default.
• W2116422023 doi "https://doi.org/10.1016/j.engappai.2012.02.009" @default.
• W2116422023 hasPublicationYear "2012" @default.
• W2116422023 type Work @default.
• W2116422023 sameAs 2116422023 @default.
• W2116422023 citedByCount "334" @default.
• W2116422023 countsByYear W21164220232013 @default.
• W2116422023 countsByYear W21164220232014 @default.
• W2116422023 countsByYear W21164220232015 @default.
• W2116422023 countsByYear W21164220232016 @default.
• W2116422023 countsByYear W21164220232017 @default.
• W2116422023 countsByYear W21164220232018 @default.
• W2116422023 countsByYear W21164220232019 @default.
• W2116422023 countsByYear W21164220232020 @default.
• W2116422023 countsByYear W21164220232021 @default.
• W2116422023 countsByYear W21164220232022 @default.
• W2116422023 countsByYear W21164220232023 @default.
• W2116422023 crossrefType "journal-article" @default.
• W2116422023 hasAuthorship W2116422023A5009938897 @default.
• W2116422023 hasAuthorship W2116422023A5081904302 @default.
• W2116422023 hasAuthorship W2116422023A5085213956 @default.
• W2116422023 hasBestOaLocation W21164220232 @default.
• W2116422023 hasConcept C119857082 @default.
• W2116422023 hasConcept C127313418 @default.
• W2116422023 hasConcept C1284942 @default.
• W2116422023 hasConcept C176783924 @default.
• W2116422023 hasConcept C187320778 @default.
• W2116422023 hasConcept C18903297 @default.
• W2116422023 hasConcept C205649164 @default.
• W2116422023 hasConcept C39432304 @default.
• W2116422023 hasConcept C41008148 @default.
• W2116422023 hasConcept C50644808 @default.
• W2116422023 hasConcept C58640448 @default.
• W2116422023 hasConcept C75622301 @default.
• W2116422023 hasConcept C76177295 @default.
• W2116422023 hasConcept C76886044 @default.
• W2116422023 hasConcept C86803240 @default.
• W2116422023 hasConceptScore W2116422023C119857082 @default.
• W2116422023 hasConceptScore W2116422023C127313418 @default.
• W2116422023 hasConceptScore W2116422023C1284942 @default.
• W2116422023 hasConceptScore W2116422023C176783924 @default.
• W2116422023 hasConceptScore W2116422023C187320778 @default.
• W2116422023 hasConceptScore W2116422023C18903297 @default.
• W2116422023 hasConceptScore W2116422023C205649164 @default.
• W2116422023 hasConceptScore W2116422023C39432304 @default.
• W2116422023 hasConceptScore W2116422023C41008148 @default.
• W2116422023 hasConceptScore W2116422023C50644808 @default.
• W2116422023 hasConceptScore W2116422023C58640448 @default.
• W2116422023 hasConceptScore W2116422023C75622301 @default.
• W2116422023 hasConceptScore W2116422023C76177295 @default.
• W2116422023 hasConceptScore W2116422023C76886044 @default.
• W2116422023 hasConceptScore W2116422023C86803240 @default.
• W2116422023 hasIssue "8" @default.
• W2116422023 hasLocation W21164220231 @default.
• W2116422023 hasLocation W21164220232 @default.
• W2116422023 hasOpenAccess W2116422023 @default.
• W2116422023 hasPrimaryLocation W21164220231 @default.
• W2116422023 hasRelatedWork W1563050379 @default.
• W2116422023 hasRelatedWork W2024487135 @default.
• W2116422023 hasRelatedWork W2069462679 @default.
• W2116422023 hasRelatedWork W2089160340 @default.

• next