{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,21]],"date-time":"2026-04-21T14:02:32Z","timestamp":1776780152896,"version":"3.51.2"},"publisher-location":"Cham","reference-count":55,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783031976568","type":"print"},{"value":"9783031976575","type":"electronic"}],"license":[{"start":{"date-parts":[[2025,6,28]],"date-time":"2025-06-28T00:00:00Z","timestamp":1751068800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,6,28]],"date-time":"2025-06-28T00:00:00Z","timestamp":1751068800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026]]},"DOI":"10.1007\/978-3-031-97657-5_19","type":"book-chapter","created":{"date-parts":[[2025,7,5]],"date-time":"2025-07-05T04:58:11Z","timestamp":1751691491000},"page":"309-326","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["A Multiparametric Investigation of an Earthquake by a Jupyter Notebook: The Case Study of the Amatrice-Norcia Italian Seismic Sequence 2016-2017"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5457-3379","authenticated-orcid":false,"given":"Dedalo","family":"Marchetti","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0695-4406","authenticated-orcid":false,"given":"Daniele","family":"Bailo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8057-7541","authenticated-orcid":false,"given":"Jan","family":"Michalek","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6975-1991","authenticated-orcid":false,"given":"Rossana","family":"Paciello","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2554-4421","authenticated-orcid":false,"given":"Giuseppe","family":"Falcone","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5545-3611","authenticated-orcid":false,"given":"Alessandro","family":"Piscini","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2025,6,28]]},"reference":[{"key":"19_CR1","doi-asserted-by":"publisher","unstructured":"Cocco, M., et al.: The EPOS Research Infrastructure: a federated approach to integrate solid Earth science data and services. Annals of Geophysics 65, DM208 (2022). https:\/\/doi.org\/10.4401\/ag-8756","DOI":"10.4401\/ag-8756"},{"key":"19_CR2","doi-asserted-by":"publisher","first-page":"784","DOI":"10.1038\/s41597-023-02697-9","volume":"10","author":"D Bailo","year":"2023","unstructured":"Bailo, D., et al.: The EPOS multi-disciplinary Data Portal for integrated access to solid Earth science datasets. Sci Data. 10, 784 (2023). https:\/\/doi.org\/10.1038\/s41597-023-02697-9","journal-title":"Sci Data."},{"key":"19_CR3","doi-asserted-by":"publisher","unstructured":"Haslinger, F., et al.: Coordinated and Interoperable Seismological Data and Product Services in Europe: the EPOS Thematic Core Service for Seismology. Annals of Geophysics 65, DM213 (2022). https:\/\/doi.org\/10.4401\/ag-8767","DOI":"10.4401\/ag-8767"},{"key":"19_CR4","doi-asserted-by":"publisher","unstructured":"Chiaraluce, L., et al.: The Near Fault Observatory community in Europe: a new resource for faulting and hazard studies. Annals of Geophysics 65, DM316 (2022). https:\/\/doi.org\/10.4401\/ag-8778","DOI":"10.4401\/ag-8778"},{"key":"19_CR5","doi-asserted-by":"publisher","unstructured":"Fernandes, R., et al.: A new European service to share GNSS Data and Products. Annals of Geophysics 65, DM317 (2022). https:\/\/doi.org\/10.4401\/ag-8776","DOI":"10.4401\/ag-8776"},{"key":"19_CR6","doi-asserted-by":"publisher","unstructured":"Puglisi, G., et al.: The integrated multidisciplinary European volcano infrastructure: from the conception to the implementation. Annals of Geophysics 65, DM320 (2022). https:\/\/doi.org\/10.4401\/ag-8794","DOI":"10.4401\/ag-8794"},{"key":"19_CR7","unstructured":"Manunta, M.: The satellite component of the EPOS infrastructure: Thematic Core Service Satellite Data. Geophysical Research Abstracts 21, EGU2019\u201316052 (2019)"},{"key":"19_CR8","unstructured":"Reay, S., et al.: Updates and future plans at the World Data Centre for Geomagnetism, Edinburgh. IAGA-IASPEI Joint Scientific Assembly 2021, Virtual (2021)"},{"key":"19_CR9","doi-asserted-by":"publisher","first-page":"89","DOI":"10.1038\/s41597-020-0429-3","volume":"7","author":"B Orlecka-Sikora","year":"2020","unstructured":"Orlecka-Sikora, B., et al.: An open data infrastructure for the study of anthropogenic hazards linked to georesource exploitation. Sci Data. 7, 89 (2020). https:\/\/doi.org\/10.1038\/s41597-020-0429-3","journal-title":"Sci Data."},{"key":"19_CR10","doi-asserted-by":"publisher","unstructured":"Urvois, M., et al.: Integrating geological data in Europe to foster multidisciplinary research. Annals of Geophysics 65, DM319 (2022). https:\/\/doi.org\/10.4401\/ag-8817","DOI":"10.4401\/ag-8817"},{"key":"19_CR11","doi-asserted-by":"publisher","unstructured":"Wessels, R., et al.: Transnational Access to Research Facilities: an EPOS service to promote multi\u2011domain Solid Earth Sciences in Europe. Annals of Geophysics 65, DM214 (2022). https:\/\/doi.org\/10.4401\/ag-8768","DOI":"10.4401\/ag-8768"},{"key":"19_CR12","doi-asserted-by":"publisher","unstructured":"Babeyko, A., et al.: Towards the new Thematic Core Service Tsunami within the EPOS Research Infrastructure. Annals of Geophysics 65, DM215 (2022). https:\/\/doi.org\/10.4401\/ag-8762","DOI":"10.4401\/ag-8762"},{"key":"19_CR13","doi-asserted-by":"crossref","unstructured":"Bailo, D., et al.: Integrated access to multidisciplinary data through semantically interoperable services in a metadata-driven platform for solid earth science. In: Garoufallou, E., Vlachidis, A. (eds.) Metadata and Semantic Research, pp. 235\u2013247. Springer Nature Switzerland, Cham (2023)","DOI":"10.1007\/978-3-031-39141-5_20"},{"key":"19_CR14","doi-asserted-by":"publisher","unstructured":"Wilkinson, M.D., et al.: The FAIR Guiding Principles for scientific data management and stewardship. Sci Data. 3, 160018 (2016). https:\/\/doi.org\/10.1038\/sdata.2016.18","DOI":"10.1038\/sdata.2016.18"},{"key":"19_CR15","doi-asserted-by":"crossref","unstructured":"Ouzounov, D., Pulinets, S., Hattori, K., Taylor, P.: Pre-earthquake processes: a multidisciplinary approach to earthquake prediction studies. American geophysical union, Washington Hoboken (2018)","DOI":"10.1002\/9781119156949"},{"key":"19_CR16","doi-asserted-by":"publisher","unstructured":"Thomas, K., et al.: Jupyter Development Team: Jupyter Notebooks \u2013 a publishing format for reproducible computational workflows. In: Positioning and Power in Academic Publishing: Players, Agents and Agendas. IOS Press (2016). https:\/\/doi.org\/10.3233\/978-1-61499-649-1-87","DOI":"10.3233\/978-1-61499-649-1-87"},{"key":"19_CR17","doi-asserted-by":"publisher","first-page":"1631","DOI":"10.1029\/JB094iB02p01631","volume":"94","author":"P Bernard","year":"1989","unstructured":"Bernard, P., Zollo, A.: The Irpinia (Italy) 1980 earthquake: detailed analysis of a complex normal faulting. J. Geophy. Res. Solid Earth. 94, 1631\u20131647 (1989). https:\/\/doi.org\/10.1029\/JB094iB02p01631","journal-title":"J. Geophy. Res. Solid Earth."},{"key":"19_CR18","doi-asserted-by":"publisher","first-page":"3673","DOI":"10.1007\/s00024-017-1597-8","volume":"174","author":"A Piscini","year":"2017","unstructured":"Piscini, A., De Santis, A., Marchetti, D., Cianchini, G.: A Multi-parametric Climatological Approach to Study the 2016 Amatrice-Norcia (Central Italy) Earthquake Preparatory Phase. Pure Appl. Geophys. 174, 3673\u20133688 (2017). https:\/\/doi.org\/10.1007\/s00024-017-1597-8","journal-title":"Pure Appl. Geophys."},{"key":"19_CR19","doi-asserted-by":"publisher","first-page":"305","DOI":"10.1007\/s00024-019-02138-y","volume":"177","author":"D Marchetti","year":"2020","unstructured":"Marchetti, D., et al.: Magnetic field and electron density anomalies from swarm satellites preceding the major earthquakes of the 2016\u20132017 Amatrice-Norcia (Central Italy) Seismic Sequence. Pure Appl. Geophys. 177, 305\u2013319 (2020). https:\/\/doi.org\/10.1007\/s00024-019-02138-y","journal-title":"Pure Appl. Geophys."},{"key":"19_CR20","doi-asserted-by":"publisher","DOI":"10.3389\/feart.2020.536332","volume":"8","author":"C Fidani","year":"2020","unstructured":"Fidani, C., Orsini, M., Iezzi, G., Vicentini, N., Stoppa, F.: Electric and Magnetic Recordings by Chieti CIEN Station During the Intense 2016\u20132017 Seismic Swarms in Central Italy. Front. Earth Sci. 8, 536332 (2020). https:\/\/doi.org\/10.3389\/feart.2020.536332","journal-title":"Front. Earth Sci."},{"key":"19_CR21","doi-asserted-by":"publisher","first-page":"81","DOI":"10.1007\/s12210-017-0626-y","volume":"29","author":"GF Panza","year":"2018","unstructured":"Panza, G.F., Peresan, A., Sans\u00f2, F., Crespi, M., Mazzoni, A., Nascetti, A.: How geodesy can contribute to the understanding and prediction of earthquakes. Rend. Fis. Acc. Lincei. 29, 81\u201393 (2018). https:\/\/doi.org\/10.1007\/s12210-017-0626-y","journal-title":"Rend. Fis. Acc. Lincei."},{"key":"19_CR22","doi-asserted-by":"publisher","unstructured":"Marchetti, D., et al.: Pre-earthquake chain processes detected from ground to satellite altitude in preparation of the 2016\u20132017 seismic sequence in Central Italy. Remote Sensing of Environment. 229, 93\u201399 (2019). https:\/\/doi.org\/10.1016\/j.rse.2019.04.033","DOI":"10.1016\/j.rse.2019.04.033"},{"key":"19_CR23","doi-asserted-by":"publisher","first-page":"757","DOI":"10.5194\/nhess-4-757-2004","volume":"4","author":"O Molchanov","year":"2004","unstructured":"Molchanov, O., et al.: Lithosphere-atmosphere-ionosphere coupling as governing mechanism for preseismic short-term events in atmosphere and ionosphere. Nat. Hazards Earth Syst. Sci. 4, 757\u2013767 (2004). https:\/\/doi.org\/10.5194\/nhess-4-757-2004","journal-title":"Nat. Hazards Earth Syst. Sci."},{"key":"19_CR24","doi-asserted-by":"publisher","unstructured":"Fraser-Smith, A.C., et al.: Low-frequency magnetic field measurements near the epicenter of the Ms 7.1 Loma Prieta Earthquake. Geophys. Res. Lett. 17, 1465\u20131468 (1990). https:\/\/doi.org\/10.1029\/GL017i009p01465","DOI":"10.1029\/GL017i009p01465"},{"key":"19_CR25","doi-asserted-by":"publisher","first-page":"1531","DOI":"10.1029\/1999GL005432","volume":"27","author":"M Hayakawa","year":"2000","unstructured":"Hayakawa, M., Itoh, T., Hattori, K., Yumoto, K.: ULF electromagnetic precursors for an earthquake at Biak, Indonesia on February 17, 1996. Geophys. Res. Lett. 27, 1531\u20131534 (2000). https:\/\/doi.org\/10.1029\/1999GL005432","journal-title":"Geophys. Res. Lett."},{"key":"19_CR26","doi-asserted-by":"publisher","first-page":"281","DOI":"10.1016\/j.pce.2006.02.034","volume":"31","author":"K Hattori","year":"2006","unstructured":"Hattori, K., Serita, A., Yoshino, C., Hayakawa, M., Isezaki, N.: Singular spectral analysis and principal component analysis for signal discrimination of ULF geomagnetic data associated with 2000 Izu Island Earthquake Swarm. Physics and Chemistry of the Earth, Parts A\/B\/C. 31, 281\u2013291 (2006). https:\/\/doi.org\/10.1016\/j.pce.2006.02.034","journal-title":"Physics and Chemistry of the Earth, Parts A\/B\/C."},{"key":"19_CR27","doi-asserted-by":"publisher","first-page":"425","DOI":"10.1111\/j.1365-246X.1997.tb06588.x","volume":"131","author":"RJ Geller","year":"1997","unstructured":"Geller, R.J.: Earthquake prediction: a critical review. Geophys. J. Int. 131, 425\u2013450 (1997). https:\/\/doi.org\/10.1111\/j.1365-246X.1997.tb06588.x","journal-title":"Geophys. J. Int."},{"key":"19_CR28","doi-asserted-by":"publisher","unstructured":"Kanamori, H.: 72 - Earthquake Prediction: An Overview. In: Lee, W.H.K., Kanamori, H., Jennings, P.C., Kisslinger, C. (eds.) International Geophysics, pp. 1205\u20131216. Academic Press (2003). https:\/\/doi.org\/10.1016\/S0074-6142(03)80186-9","DOI":"10.1016\/S0074-6142(03)80186-9"},{"key":"19_CR29","doi-asserted-by":"publisher","first-page":"803","DOI":"10.1126\/science.181.4102.803","volume":"181","author":"CH Scholz","year":"1973","unstructured":"Scholz, C.H., Sykes, L.R., Aggarwal, Y.P.: Earthquake prediction: a physical basis. Science 181, 803\u2013810 (1973). https:\/\/doi.org\/10.1126\/science.181.4102.803","journal-title":"Science"},{"key":"19_CR30","doi-asserted-by":"publisher","first-page":"265","DOI":"10.1016\/0040-1951(87)90029-1","volume":"136","author":"T Rikitake","year":"1987","unstructured":"Rikitake, T.: Earthquake precursors in Japan: Precursor time and detectability. Tectonophysics 136, 265\u2013282 (1987). https:\/\/doi.org\/10.1016\/0040-1951(87)90029-1","journal-title":"Tectonophysics"},{"key":"19_CR31","doi-asserted-by":"publisher","first-page":"20287","DOI":"10.1038\/s41598-019-56599-1","volume":"9","author":"A De Santis","year":"2019","unstructured":"De Santis, A., et al.: Precursory worldwide signatures of earthquake occurrences on Swarm satellite data. Sci. Rep. 9, 20287 (2019). https:\/\/doi.org\/10.1038\/s41598-019-56599-1","journal-title":"Sci. Rep."},{"key":"19_CR32","doi-asserted-by":"publisher","unstructured":"Marchetti, D., et al.: Worldwide statistical correlation of eight years of swarm satellite data with M5.5+ earthquakes: new hints about the preseismic phenomena from space. Remote Sensing. 14, 2649 (2022). https:\/\/doi.org\/10.3390\/rs14112649","DOI":"10.3390\/rs14112649"},{"key":"19_CR33","doi-asserted-by":"publisher","first-page":"185","DOI":"10.1016\/S0031-9201(01)00292-8","volume":"129","author":"G Etiope","year":"2002","unstructured":"Etiope, G., Martinelli, G.: Migration of carrier and trace gases in the geosphere: an overview. Phys. Earth Planet. Inter. 129, 185\u2013204 (2002). https:\/\/doi.org\/10.1016\/S0031-9201(01)00292-8","journal-title":"Phys. Earth Planet. Inter."},{"key":"19_CR34","doi-asserted-by":"publisher","first-page":"371","DOI":"10.1016\/j.jseaes.2010.03.005","volume":"41","author":"S Pulinets","year":"2011","unstructured":"Pulinets, S., Ouzounov, D.: Lithosphere\u2013Atmosphere\u2013Ionosphere Coupling (LAIC) model \u2013 An unified concept for earthquake precursors validation. J. Asian Earth Sci. 41, 371\u2013382 (2011). https:\/\/doi.org\/10.1016\/j.jseaes.2010.03.005","journal-title":"J. Asian Earth Sci."},{"key":"19_CR35","doi-asserted-by":"publisher","unstructured":"Pulinets, S., Ouzounov, D., Karelin, A., Boyarchuk, K.: Earthquake Precursors in the Atmosphere and Ionosphere: New Concepts. Springer Netherlands, Dordrecht (2022). https:\/\/doi.org\/10.1007\/978-94-024-2172-9","DOI":"10.1007\/978-94-024-2172-9"},{"key":"19_CR36","doi-asserted-by":"publisher","first-page":"3091","DOI":"10.1029\/95GL00781","volume":"22","author":"OA Molchanov","year":"1995","unstructured":"Molchanov, O.A., Hayakawa, M.: Generation of ULF electromagnetic emissions by microfracturing. Geophys. Res. Lett. 22, 3091\u20133094 (1995). https:\/\/doi.org\/10.1029\/95GL00781","journal-title":"Geophys. Res. Lett."},{"key":"19_CR37","doi-asserted-by":"publisher","first-page":"383","DOI":"10.1016\/j.jseaes.2010.03.009","volume":"41","author":"F Freund","year":"2011","unstructured":"Freund, F.: Pre-earthquake signals: Underlying physical processes. J. Asian Earth Sci. 41, 383\u2013400 (2011). https:\/\/doi.org\/10.1016\/j.jseaes.2010.03.009","journal-title":"J. Asian Earth Sci."},{"key":"19_CR38","doi-asserted-by":"publisher","first-page":"7","DOI":"10.1140\/epjst\/e2020-000243-x","volume":"230","author":"F Freund","year":"2021","unstructured":"Freund, F., Ouillon, G., Scoville, J., Sornette, D.: Earthquake precursors in the light of peroxy defects theory: Critical review of systematic observations. Eur. Phys. J. Spec. Top. 230, 7\u201346 (2021). https:\/\/doi.org\/10.1140\/epjst\/e2020-000243-x","journal-title":"Eur. Phys. J. Spec. Top."},{"key":"19_CR39","doi-asserted-by":"publisher","first-page":"3189","DOI":"10.1002\/2013JA019392","volume":"119","author":"CL Kuo","year":"2014","unstructured":"Kuo, C.L., Lee, L.C., Huba, J.D.: An improved coupling model for the lithosphere-atmosphere-ionosphere system. J. Geophys. Res. Space Physics 119, 3189\u20133205 (2014). https:\/\/doi.org\/10.1002\/2013JA019392","journal-title":"J. Geophys. Res. Space Physics"},{"key":"19_CR40","doi-asserted-by":"publisher","unstructured":"Prokhorov, B.E., Zolotov, O.V.: Comment on \u201cAn improved coupling model for the lithosphere-atmosphere-ionosphere system\u201d by Kuo et al. [2014]: COMMENTS ON \u201cAN IMPROVED COUPLING...\u201d J. Geophys. Res. Space Physics. 122, 4865\u20134868 (2017). https:\/\/doi.org\/10.1002\/2016JA023441","DOI":"10.1002\/2016JA023441"},{"key":"19_CR41","doi-asserted-by":"publisher","unstructured":"Kuo, C.-L., Lee, L.-C.: Reply to comment by B. E. Prokhorov and O. V. Zolotov on \u201cAn improved coupling model for the lithosphere-atmosphere-ionosphere system\u201d: Reply to Comment. J. Geophys. Res. Space Physics. 122, 4869\u20134874 (2017). https:\/\/doi.org\/10.1002\/2016JA023579","DOI":"10.1002\/2016JA023579"},{"key":"19_CR42","doi-asserted-by":"publisher","unstructured":"Marchetti, D., Yuan, Y., Zhu, K.: Editorial of Special Issue \u201cRemote Sensing Observations to Improve Knowledge of Lithosphere\u2013Atmosphere\u2013Ionosphere Coupling during the Preparatory Phase of Earthquakes.\u201d Remote Sensing. 16, (2024). https:\/\/doi.org\/10.3390\/rs16061064","DOI":"10.3390\/rs16061064"},{"key":"19_CR43","doi-asserted-by":"publisher","unstructured":"ISIDe Working Group: Italian Seismological Instrumental and Parametric Database (ISIDe). (2007). https:\/\/doi.org\/10.13127\/ISIDE","DOI":"10.13127\/ISIDE"},{"key":"19_CR44","doi-asserted-by":"publisher","first-page":"1025","DOI":"10.1007\/BF00876083","volume":"117","author":"IP Dobrovolsky","year":"1979","unstructured":"Dobrovolsky, I.P., Zubkov, S.I., Miachkin, V.I.: Estimation of the size of earthquake preparation zones. PAGEOPH. 117, 1025\u20131044 (1979). https:\/\/doi.org\/10.1007\/BF00876083","journal-title":"PAGEOPH."},{"key":"19_CR45","doi-asserted-by":"publisher","first-page":"5419","DOI":"10.1175\/JCLI-D-16-0758.1","volume":"30","author":"R Gelaro","year":"2017","unstructured":"Gelaro, R., et al.: The modern-era retrospective analysis for research and applications, version 2 (MERRA-2). J. Climate 30, 5419\u20135454 (2017). https:\/\/doi.org\/10.1175\/JCLI-D-16-0758.1","journal-title":"J. Climate"},{"key":"19_CR46","doi-asserted-by":"publisher","first-page":"351","DOI":"10.1186\/BF03351933","volume":"58","author":"E Friis-Christensen","year":"2006","unstructured":"Friis-Christensen, E., L\u00fchr, H., Hulot, G.: Swarm: a constellation to study the Earth\u2019s magnetic field. Earth Planet Sp. 58, 351\u2013358 (2006). https:\/\/doi.org\/10.1186\/BF03351933","journal-title":"Earth Planet Sp."},{"key":"19_CR47","doi-asserted-by":"publisher","first-page":"684","DOI":"10.1785\/0120040007","volume":"95","author":"J Woessner","year":"2005","unstructured":"Woessner, J., Wiemer, S.: Assessing the quality of earthquake catalogues: estimating the magnitude of completeness and its uncertainty. Bull. Seismol. Soc. Am. 95, 684\u2013698 (2005). https:\/\/doi.org\/10.1785\/0120040007","journal-title":"Bull. Seismol. Soc. Am."},{"key":"19_CR48","doi-asserted-by":"publisher","unstructured":"Benioff, H.: Global strain accumulation and release as revealed by great earthquakes. GSA Bulletin. 62, 331\u2013338 (1951). https:\/\/doi.org\/10.1130\/0016-7606(1951)62[331:GSAARA]2.0.CO;2","DOI":"10.1130\/0016-7606(1951)62[331:GSAARA]2.0.CO;2"},{"key":"19_CR49","doi-asserted-by":"publisher","first-page":"293","DOI":"10.1007\/s10712-012-9215-x","volume":"34","author":"K Hattori","year":"2013","unstructured":"Hattori, K., Han, P., Yoshino, C., Febriani, F., Yamaguchi, H., Chen, C.-H.: Investigation of ULF seismo-magnetic phenomena in Kanto, Japan during 2000\u20132010: case studies and statistical studies. Surv. Geophys. 34, 293\u2013316 (2013). https:\/\/doi.org\/10.1007\/s10712-012-9215-x","journal-title":"Surv. Geophys."},{"key":"19_CR50","doi-asserted-by":"publisher","first-page":"4998","DOI":"10.1002\/2014JA019789","volume":"119","author":"P Han","year":"2014","unstructured":"Han, P., et al.: Statistical analysis of ULF seismomagnetic phenomena at Kakioka, Japan, during 2001\u20132010: ULF SEISMO-MAGNETIC PHENOMENA AT KAKIOKA. J. Geophys. Res. Space Physics 119, 4998\u20135011 (2014). https:\/\/doi.org\/10.1002\/2014JA019789","journal-title":"J. Geophys. Res. Space Physics"},{"key":"19_CR51","doi-asserted-by":"publisher","first-page":"3629","DOI":"10.1007\/s00024-019-02147-x","volume":"176","author":"A Piscini","year":"2019","unstructured":"Piscini, A., Marchetti, D., De Santis, A.: Multi-parametric climatological analysis associated with global significant volcanic eruptions during 2002\u20132017. Pure Appl. Geophys. 176, 3629\u20133647 (2019). https:\/\/doi.org\/10.1007\/s00024-019-02147-x","journal-title":"Pure Appl. Geophys."},{"key":"19_CR52","doi-asserted-by":"publisher","first-page":"119","DOI":"10.1016\/j.epsl.2016.12.037","volume":"461","author":"A De Santis","year":"2017","unstructured":"De Santis, A., Balasis, G., Pav\u00f3n-Carrasco, F.J., Cianchini, G., Mandea, M.: Potential earthquake precursory pattern from space: The 2015 Nepal event as seen by magnetic Swarm satellites. Earth Planet. Sci. Lett. 461, 119\u2013126 (2017). https:\/\/doi.org\/10.1016\/j.epsl.2016.12.037","journal-title":"Earth Planet. Sci. Lett."},{"key":"19_CR53","doi-asserted-by":"publisher","unstructured":"Marchetti, D., et al.: Possible lithosphere-atmosphere-ionosphere coupling effects prior to the 2018 Mw = 7.5 Indonesia earthquake from seismic, atmospheric and ionospheric data. J. Asian Earth Sci. 188, 104097 (2020). https:\/\/doi.org\/10.1016\/j.jseaes.2019.104097","DOI":"10.1016\/j.jseaes.2019.104097"},{"key":"19_CR54","doi-asserted-by":"publisher","unstructured":"Marchetti, D.: Observation of the preparation phase associated with Mw = 7.2 Haiti earthquake on 14 August 2021 from a geophysical data point of view. Geosciences. 14, (2024). https:\/\/doi.org\/10.3390\/geosciences14040096","DOI":"10.3390\/geosciences14040096"},{"key":"19_CR55","doi-asserted-by":"publisher","first-page":"11735","DOI":"10.1038\/s41598-017-11990-8","volume":"7","author":"MD Barberio","year":"2017","unstructured":"Barberio, M.D., Barbieri, M., Billi, A., Doglioni, C., Petitta, M.: Hydrogeochemical changes before and during the 2016 Amatrice-Norcia seismic sequence (central Italy). Sci. Rep. 7, 11735 (2017). https:\/\/doi.org\/10.1038\/s41598-017-11990-8","journal-title":"Sci. Rep."}],"container-title":["Lecture Notes in Computer Science","Computational Science and Its Applications \u2013 ICCSA 2025 Workshops"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-97657-5_19","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,21]],"date-time":"2026-04-21T13:03:24Z","timestamp":1776776604000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-97657-5_19"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,6,28]]},"ISBN":["9783031976568","9783031976575"],"references-count":55,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-97657-5_19","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,6,28]]},"assertion":[{"value":"28 June 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"The authors have no competing interests to declare that are relevant to the content of this article.","order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Disclosure of Interests"}},{"value":"ICCSA","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Computational Science and Its Applications","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Istanbul","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"T\u00fcrkiye","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2025","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"30 June 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"3 July 2025","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"25","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"iccsa2025","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/iccsa.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}