LEADER 03804nam 22006255 450 001 9910418328303321 005 20251113200808.0 010 $a3-030-58969-2 024 7 $a10.1007/978-3-030-58969-1 035 $a(CKB)4100000011457853 035 $a(DE-He213)978-3-030-58969-1 035 $a(MiAaPQ)EBC6353509 035 $a(PPN)250223597 035 $a(MiAaPQ)EBC6353358 035 $a(EXLCZ)994100000011457853 100 $a20200917d2020 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aObservations, Modeling and Systems Analysis in Geomagnetic Data Interpretation /$fby Alexei Gvishiani, Anatoly Soloviev 205 $a1st ed. 2020. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2020. 215 $a1 online resource (XIV, 311 p. 169 illus., 107 illus. in color.) 311 08$a3-030-58967-6 320 $aIncludes bibliographical references. 327 $aMethods -- Syntactic classifications of time series -- Fuzzy logic approach to classification -- Discrete Mathematical Analysis and clustering -- Intellectual Geographic Information Systems.-Fuzzy Logic Algorithmic System for Anomaly Recognition (FLASAR) -- Data and applications -- Aeromagnetic surveys: spatial magnetic anomalies recognition -- GIS data layers: world magnetic atlas -- Electromagnetic data: monitoring of volcanic activities -- Geodynamics -- Seismological data -- INTERMAGNET observations and data processing -- Extreme events (Xevents). 330 $aGeomagnetic field penetrates through all shells of the solid Earth, hydrosphere and atmosphere, spreading into space. The Earth Magnetic Field plays a key-role in major natural processes. Geomagnetic field variations in time and space provide important information about the state of the solid Earth, as well as the solar-terrestrial relationships and space weather conditions. The monograph presents a set of fundamental and, at the same time, urgent scientific problems of modern geomagnetic studies, as well as describes the results of the authors? developments. The new technique introduced in the book can be applied far beyond the limits of Earth sciences. Requirements to corresponding data models are formulated. The conducted experimental investigations are combined with development and implementation of new methods of mathematical modeling, artificial intelligence, systems analysis and data science to solve the fundamental problems of geomagnetism. At that, formalism of Big Data andits application to Earth Sciences is presented as essential part of systems analysis. The book is intended for research scientists, tutors, students, postgraduate students and engineers working in geomagnetism and Earth sciences in general, as well as in other relevant scientific disciplines. 606 $aGeophysics 606 $aEarth sciences 606 $aArtificial intelligence 606 $aPattern recognition systems 606 $aGeophysics 606 $aEarth Sciences 606 $aArtificial Intelligence 606 $aAutomated Pattern Recognition 615 0$aGeophysics. 615 0$aEarth sciences. 615 0$aArtificial intelligence. 615 0$aPattern recognition systems. 615 14$aGeophysics. 615 24$aEarth Sciences. 615 24$aArtificial Intelligence. 615 24$aAutomated Pattern Recognition. 676 $a538.70184 700 $aGvishiani$b A. D.$0442113 702 $aSoloviev$b Anatoly 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910418328303321 996 $aObservations, modeling and systems analysis in geomagnetic data interpretation$92000253 997 $aUNINA