FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4220781290> ?p ?o ?g. }

• W4220781290 abstract "&lt;p&gt;Near the end of the last century and the beginning of the new, different types of geophysical parameters (components of the electromagnetic field in several frequency bands, thermal anomalies, radon exhalation from the ground, ionospheric parameters and more) have been proposed as indicators of variability potentially related to the earthquakes occurrence. During the last decade, thanks to the availability of historical satellite observations which has begun to be significantly large and thanks to the exponential growth of artificial intelligence techniques, many advances have been made on the study of the seismic-related anomalies detection observed from space.&lt;/p&gt;&lt;p&gt;In this work, the variations in Total Electron Content (TEC) parameter are investigated as indicator of the ionospheric status potentially affected by earthquake related phenomena. In-depth and systematic analysis of multi-year historical data series plays a key role in distinguishing between anomalous TEC variations and TEC changes associated with normal ionospheric behavior or non-terrestrial forcing phenomena (mainly dominated by solar cycles and activity).&lt;/p&gt;&lt;p&gt;In order to detect the differences between the two types of variation, we performed an optimal setting of the methodological inputs for the detection of seismically related anomalies in ionospheric-TEC using machine learning techniques and validating the findings on multiple long-term historical series (mostly nearly 20-year). The setting was optimized using techniques capable of combining multi-year time series of TEC satellite data and multi-year time series of seismic catalogues, simulating their behaviors in tens of thousands of possible combinations and classifying them according to criteria established a priori. Input setup and validation were done by investigating possible links between TEC anomalies and earthquake occurring over Italy and Mediterranean area. We will show and comment the results of both, optimal input setting and statistical correlation analyses consequently performed, and we will discuss the potential impact of these on future developments in this field.&lt;/p&gt;" @default.
• W4220781290 created "2022-04-03" @default.
• W4220781290 creator A5024854522 @default.
• W4220781290 creator A5043286559 @default.
• W4220781290 creator A5073375688 @default.
• W4220781290 creator A5077948396 @default.
• W4220781290 creator A5088127962 @default.
• W4220781290 creator A5091391454 @default.
• W4220781290 date "2022-03-28" @default.
• W4220781290 modified "2023-09-25" @default.
• W4220781290 title "Optimized setup and long-term validation of anomaly detection methods for earthquake-related ionospheric-TEC (Total Electron Content) parameter over Italy and Mediterranean area" @default.
• W4220781290 doi "https://doi.org/10.5194/egusphere-egu22-10222" @default.
• W4220781290 hasPublicationYear "2022" @default.
• W4220781290 type Work @default.
• W4220781290 citedByCount "0" @default.
• W4220781290 crossrefType "posted-content" @default.
• W4220781290 hasAuthorship W4220781290A5024854522 @default.
• W4220781290 hasAuthorship W4220781290A5043286559 @default.
• W4220781290 hasAuthorship W4220781290A5073375688 @default.
• W4220781290 hasAuthorship W4220781290A5077948396 @default.
• W4220781290 hasAuthorship W4220781290A5088127962 @default.
• W4220781290 hasAuthorship W4220781290A5091391454 @default.
• W4220781290 hasConcept C115260700 @default.
• W4220781290 hasConcept C116403925 @default.
• W4220781290 hasConcept C121332964 @default.
• W4220781290 hasConcept C127313418 @default.
• W4220781290 hasConcept C1276947 @default.
• W4220781290 hasConcept C12997251 @default.
• W4220781290 hasConcept C151325931 @default.
• W4220781290 hasConcept C165391973 @default.
• W4220781290 hasConcept C176379880 @default.
• W4220781290 hasConcept C19269812 @default.
• W4220781290 hasConcept C199635899 @default.
• W4220781290 hasConcept C26873012 @default.
• W4220781290 hasConcept C39432304 @default.
• W4220781290 hasConcept C62520636 @default.
• W4220781290 hasConcept C8058405 @default.
• W4220781290 hasConceptScore W4220781290C115260700 @default.
• W4220781290 hasConceptScore W4220781290C116403925 @default.
• W4220781290 hasConceptScore W4220781290C121332964 @default.
• W4220781290 hasConceptScore W4220781290C127313418 @default.
• W4220781290 hasConceptScore W4220781290C1276947 @default.
• W4220781290 hasConceptScore W4220781290C12997251 @default.
• W4220781290 hasConceptScore W4220781290C151325931 @default.
• W4220781290 hasConceptScore W4220781290C165391973 @default.
• W4220781290 hasConceptScore W4220781290C176379880 @default.
• W4220781290 hasConceptScore W4220781290C19269812 @default.
• W4220781290 hasConceptScore W4220781290C199635899 @default.
• W4220781290 hasConceptScore W4220781290C26873012 @default.
• W4220781290 hasConceptScore W4220781290C39432304 @default.
• W4220781290 hasConceptScore W4220781290C62520636 @default.
• W4220781290 hasConceptScore W4220781290C8058405 @default.
• W4220781290 hasLocation W42207812901 @default.
• W4220781290 hasOpenAccess W4220781290 @default.
• W4220781290 hasPrimaryLocation W42207812901 @default.
• W4220781290 hasRelatedWork W1278721333 @default.
• W4220781290 hasRelatedWork W1998096041 @default.
• W4220781290 hasRelatedWork W2024677230 @default.
• W4220781290 hasRelatedWork W2085144989 @default.
• W4220781290 hasRelatedWork W2187340033 @default.
• W4220781290 hasRelatedWork W2972166022 @default.
• W4220781290 hasRelatedWork W3165446164 @default.
• W4220781290 hasRelatedWork W4200151305 @default.
• W4220781290 hasRelatedWork W4220734230 @default.
• W4220781290 hasRelatedWork W607694181 @default.
• W4220781290 isParatext "false" @default.
• W4220781290 isRetracted "false" @default.
• W4220781290 workType "article" @default.