Matches in SemOpenAlex for { <https://semopenalex.org/work/W4221043902> ?p ?o ?g. }
- W4221043902 endingPage "584" @default.
- W4221043902 startingPage "571" @default.
- W4221043902 abstract "Abstract To build a forecasting tool for the state of eutrophication in the Archipelago Sea, we fitted a Generalized Additive Mixed Model (GAMM) to marine environmental monitoring data, which were collected over the years 2011–2019 by an automated profiling buoy at the Seili ODAS-station. The resulting “Seili-index” can be used to predict the chlorophyll- α (chl-a) concentration in the seawater a number of days ahead by using the temperature forecast as a covariate. An array of test predictions with two separate models on the 2019 data set showed that the index is adept at predicting the amount of chl-a especially in the upper water layer. The visualization with 10 days of chl-a level predictions is presented online at https://saaristomeri.utu.fi/seili-index/ . We also applied GAMMs to predict abrupt blooms of cyanobacteria on the basis of temperature and wind conditions and found the model to be feasible for short-term predictions. The use of automated monitoring data and the presented GAMM model in assessing the effects of natural resource management and pollution risks is discussed." @default.
- W4221043902 created "2022-04-03" @default.
- W4221043902 creator A5015250271 @default.
- W4221043902 creator A5026459758 @default.
- W4221043902 creator A5058657422 @default.
- W4221043902 creator A5062244712 @default.
- W4221043902 creator A5073367627 @default.
- W4221043902 creator A5082028908 @default.
- W4221043902 date "2022-03-02" @default.
- W4221043902 modified "2023-09-26" @default.
- W4221043902 title "The “Seili-index” for the Prediction of Chlorophyll-α Levels in the Archipelago Sea of the northern Baltic Sea, southwest Finland" @default.
- W4221043902 cites W104965401 @default.
- W4221043902 cites W1561317629 @default.
- W4221043902 cites W1868405568 @default.
- W4221043902 cites W194975225 @default.
- W4221043902 cites W1964403676 @default.
- W4221043902 cites W2012133710 @default.
- W4221043902 cites W2035503922 @default.
- W4221043902 cites W2040823492 @default.
- W4221043902 cites W2058728791 @default.
- W4221043902 cites W2133285721 @default.
- W4221043902 cites W2508926817 @default.
- W4221043902 cites W2627012383 @default.
- W4221043902 cites W2888919170 @default.
- W4221043902 cites W2896025240 @default.
- W4221043902 cites W3049258653 @default.
- W4221043902 cites W4237717583 @default.
- W4221043902 cites W4253693519 @default.
- W4221043902 doi "https://doi.org/10.1007/s10666-022-09822-9" @default.
- W4221043902 hasPublicationYear "2022" @default.
- W4221043902 type Work @default.
- W4221043902 citedByCount "0" @default.
- W4221043902 crossrefType "journal-article" @default.
- W4221043902 hasAuthorship W4221043902A5015250271 @default.
- W4221043902 hasAuthorship W4221043902A5026459758 @default.
- W4221043902 hasAuthorship W4221043902A5058657422 @default.
- W4221043902 hasAuthorship W4221043902A5062244712 @default.
- W4221043902 hasAuthorship W4221043902A5073367627 @default.
- W4221043902 hasAuthorship W4221043902A5082028908 @default.
- W4221043902 hasBestOaLocation W42210439021 @default.
- W4221043902 hasConcept C111368507 @default.
- W4221043902 hasConcept C120305227 @default.
- W4221043902 hasConcept C127313418 @default.
- W4221043902 hasConcept C136764020 @default.
- W4221043902 hasConcept C142796444 @default.
- W4221043902 hasConcept C153294291 @default.
- W4221043902 hasConcept C186699998 @default.
- W4221043902 hasConcept C18903297 @default.
- W4221043902 hasConcept C197248824 @default.
- W4221043902 hasConcept C204207459 @default.
- W4221043902 hasConcept C205649164 @default.
- W4221043902 hasConcept C2777382242 @default.
- W4221043902 hasConcept C2778902199 @default.
- W4221043902 hasConcept C2779847632 @default.
- W4221043902 hasConcept C2780892065 @default.
- W4221043902 hasConcept C2986433049 @default.
- W4221043902 hasConcept C39432304 @default.
- W4221043902 hasConcept C41008148 @default.
- W4221043902 hasConcept C59822182 @default.
- W4221043902 hasConcept C86803240 @default.
- W4221043902 hasConceptScore W4221043902C111368507 @default.
- W4221043902 hasConceptScore W4221043902C120305227 @default.
- W4221043902 hasConceptScore W4221043902C127313418 @default.
- W4221043902 hasConceptScore W4221043902C136764020 @default.
- W4221043902 hasConceptScore W4221043902C142796444 @default.
- W4221043902 hasConceptScore W4221043902C153294291 @default.
- W4221043902 hasConceptScore W4221043902C186699998 @default.
- W4221043902 hasConceptScore W4221043902C18903297 @default.
- W4221043902 hasConceptScore W4221043902C197248824 @default.
- W4221043902 hasConceptScore W4221043902C204207459 @default.
- W4221043902 hasConceptScore W4221043902C205649164 @default.
- W4221043902 hasConceptScore W4221043902C2777382242 @default.
- W4221043902 hasConceptScore W4221043902C2778902199 @default.
- W4221043902 hasConceptScore W4221043902C2779847632 @default.
- W4221043902 hasConceptScore W4221043902C2780892065 @default.
- W4221043902 hasConceptScore W4221043902C2986433049 @default.
- W4221043902 hasConceptScore W4221043902C39432304 @default.
- W4221043902 hasConceptScore W4221043902C41008148 @default.
- W4221043902 hasConceptScore W4221043902C59822182 @default.
- W4221043902 hasConceptScore W4221043902C86803240 @default.
- W4221043902 hasFunder F4320321108 @default.
- W4221043902 hasIssue "4" @default.
- W4221043902 hasLocation W42210439021 @default.
- W4221043902 hasLocation W42210439022 @default.
- W4221043902 hasLocation W42210439023 @default.
- W4221043902 hasOpenAccess W4221043902 @default.
- W4221043902 hasPrimaryLocation W42210439021 @default.
- W4221043902 hasRelatedWork W2017944114 @default.
- W4221043902 hasRelatedWork W2020775865 @default.
- W4221043902 hasRelatedWork W2063044715 @default.
- W4221043902 hasRelatedWork W2357783726 @default.
- W4221043902 hasRelatedWork W2763309260 @default.
- W4221043902 hasRelatedWork W2993644562 @default.
- W4221043902 hasRelatedWork W4205417628 @default.
- W4221043902 hasRelatedWork W4221043902 @default.
- W4221043902 hasRelatedWork W4241905669 @default.
- W4221043902 hasRelatedWork W4376629989 @default.
- W4221043902 hasVolume "27" @default.