Geoinformatics and Data Mining in Earth Sciences
This reprint presents a collection of articles on recent advances in data mining, systems analysis, geoinformatics, Big Data theory and practice, and GIS systems with applications for a wide range of Earth Science disciplines. It brings together state-of-the-art results in scientific areas such as s...
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| Format: | Online |
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| Idioma: | anglès |
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MDPI - Multidisciplinary Digital Publishing Institute
2024
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| Accés en línia: | ONIX_20240906_9783725818679_55 |
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| collection | Directory of Open Access Books |
| description | This reprint presents a collection of articles on recent advances in data mining, systems analysis, geoinformatics, Big Data theory and practice, and GIS systems with applications for a wide range of Earth Science disciplines. It brings together state-of-the-art results in scientific areas such as seismic hazard and seismic risk, geodynamics and tectonics, Earth gravity, geoecology, GNSS applications, climate change, radioactive waste disposal, spatial disparities, mining surveys, GIS logistics, and other Earth science disciplines, including interdisciplinary ones. |
| format | Online |
| id | doab-20.500.12854ir-143693 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2024 |
| publishDateRange | 2024 |
| publishDateSort | 2024 |
| publisher | MDPI - Multidisciplinary Digital Publishing Institute |
| publisherStr | MDPI - Multidisciplinary Digital Publishing Institute |
| record_format | ojs |
| spelling | doab-20.500.12854ir-1436932024-09-06T08:06:07Z Geoinformatics and Data Mining in Earth Sciences Gvishiani, Alexei Dzeboev, Boris address matching smart city contrast learning neural networks data augmentation keyboard model seismic cycle subduction zone fault-block structure geomechanical model earthquake generation healthcare centers 2SFCA method spatial accessibility travel time threshold GIS OD cost matrix finite metric space density solidity clusters discrete perfect sets linear structures system analysis DMA algorithms dynamic activity index structural tectonic block geodynamic data safety complex stress environment open-pit coal mine failure mechanism coal petrography surrounding rock MV/LV network GIS-based planning spatial/network analysis 3D virtual city Web/3D Web GIS ecology environmental pollution mining spatial databases GIS technologies natural hazards landslides mudflows avalanches zonation geophysical data geomorphological conditions microstructural analysis GIS technology image analysis image filtering microfracture mapping porosity permeability Primorsky Fault tectonite Baikal Rift Zone merging catalogs earthquake clustering algorithm Arctic region magnitude unification duplicate events spatial data mining fuzzy co-location pattern interval type-2 fuzzy set clique GPS tremor entropy spectral index probability density correlations big data source observations seismological data data management synthetics seismograms regional data semantic address matching deep transfer learning pretraining model fine tuning Arctic zone of the Russian Federation earthquake-prone areas system-analytical method FCAZ pattern recognition clustering integrated earthquake catalogs high seismicity zones Russian Arctic railway network development Northern Latitudinal Railway climate change MERRA-2 reanalysis digital atlas geoinformatics seismic networks algorithms data adjustment data integration integrated geodesy structural monitoring GPS tremor singular points spectral slope principal components Arctic Gakkel Ridge Knipovich Ridge Svalbard Archipelago merging earthquake catalogs level of registration rapid visual screening machine learning SHAP recalibration seismic vulnerability thema EDItEUR::P Mathematics and Science thema EDItEUR::P Mathematics and Science::PB Mathematics thema EDItEUR::P Mathematics and Science::PB Mathematics::PBM Geometry This reprint presents a collection of articles on recent advances in data mining, systems analysis, geoinformatics, Big Data theory and practice, and GIS systems with applications for a wide range of Earth Science disciplines. It brings together state-of-the-art results in scientific areas such as seismic hazard and seismic risk, geodynamics and tectonics, Earth gravity, geoecology, GNSS applications, climate change, radioactive waste disposal, spatial disparities, mining surveys, GIS logistics, and other Earth science disciplines, including interdisciplinary ones. 2024-09-06T08:06:02Z 2024-09-06T08:06:02Z 2024 book ONIX_20240906_9783725818679_55 9783725818679 9783725818686 https://directory.doabooks.org/handle/20.500.12854/143693 eng application/octet-stream Attribution-NonCommercial-NoDerivatives 4.0 International https://mdpi.com/books/pdfview/book/9712 https://mdpi.com/books/pdfview/book/9712 MDPI - Multidisciplinary Digital Publishing Institute 10.3390/books978-3-7258-1868-6 10.3390/books978-3-7258-1868-6 46cabcaa-dd94-4bfe-87b4-55023c1b36d0 9783725818679 9783725818686 468 open access |
| spellingShingle | address matching smart city contrast learning neural networks data augmentation keyboard model seismic cycle subduction zone fault-block structure geomechanical model earthquake generation healthcare centers 2SFCA method spatial accessibility travel time threshold GIS OD cost matrix finite metric space density solidity clusters discrete perfect sets linear structures system analysis DMA algorithms dynamic activity index structural tectonic block geodynamic data safety complex stress environment open-pit coal mine failure mechanism coal petrography surrounding rock MV/LV network GIS-based planning spatial/network analysis 3D virtual city Web/3D Web GIS ecology environmental pollution mining spatial databases GIS technologies natural hazards landslides mudflows avalanches zonation geophysical data geomorphological conditions microstructural analysis GIS technology image analysis image filtering microfracture mapping porosity permeability Primorsky Fault tectonite Baikal Rift Zone merging catalogs earthquake clustering algorithm Arctic region magnitude unification duplicate events spatial data mining fuzzy co-location pattern interval type-2 fuzzy set clique GPS tremor entropy spectral index probability density correlations big data source observations seismological data data management synthetics seismograms regional data semantic address matching deep transfer learning pretraining model fine tuning Arctic zone of the Russian Federation earthquake-prone areas system-analytical method FCAZ pattern recognition clustering integrated earthquake catalogs high seismicity zones Russian Arctic railway network development Northern Latitudinal Railway climate change MERRA-2 reanalysis digital atlas geoinformatics seismic networks algorithms data adjustment data integration integrated geodesy structural monitoring GPS tremor singular points spectral slope principal components Arctic Gakkel Ridge Knipovich Ridge Svalbard Archipelago merging earthquake catalogs level of registration rapid visual screening machine learning SHAP recalibration seismic vulnerability thema EDItEUR::P Mathematics and Science thema EDItEUR::P Mathematics and Science::PB Mathematics thema EDItEUR::P Mathematics and Science::PB Mathematics::PBM Geometry Geoinformatics and Data Mining in Earth Sciences |
| title | Geoinformatics and Data Mining in Earth Sciences |
| title_full | Geoinformatics and Data Mining in Earth Sciences |
| title_fullStr | Geoinformatics and Data Mining in Earth Sciences |
| title_full_unstemmed | Geoinformatics and Data Mining in Earth Sciences |
| title_short | Geoinformatics and Data Mining in Earth Sciences |
| title_sort | geoinformatics and data mining in earth sciences |
| topic | address matching smart city contrast learning neural networks data augmentation keyboard model seismic cycle subduction zone fault-block structure geomechanical model earthquake generation healthcare centers 2SFCA method spatial accessibility travel time threshold GIS OD cost matrix finite metric space density solidity clusters discrete perfect sets linear structures system analysis DMA algorithms dynamic activity index structural tectonic block geodynamic data safety complex stress environment open-pit coal mine failure mechanism coal petrography surrounding rock MV/LV network GIS-based planning spatial/network analysis 3D virtual city Web/3D Web GIS ecology environmental pollution mining spatial databases GIS technologies natural hazards landslides mudflows avalanches zonation geophysical data geomorphological conditions microstructural analysis GIS technology image analysis image filtering microfracture mapping porosity permeability Primorsky Fault tectonite Baikal Rift Zone merging catalogs earthquake clustering algorithm Arctic region magnitude unification duplicate events spatial data mining fuzzy co-location pattern interval type-2 fuzzy set clique GPS tremor entropy spectral index probability density correlations big data source observations seismological data data management synthetics seismograms regional data semantic address matching deep transfer learning pretraining model fine tuning Arctic zone of the Russian Federation earthquake-prone areas system-analytical method FCAZ pattern recognition clustering integrated earthquake catalogs high seismicity zones Russian Arctic railway network development Northern Latitudinal Railway climate change MERRA-2 reanalysis digital atlas geoinformatics seismic networks algorithms data adjustment data integration integrated geodesy structural monitoring GPS tremor singular points spectral slope principal components Arctic Gakkel Ridge Knipovich Ridge Svalbard Archipelago merging earthquake catalogs level of registration rapid visual screening machine learning SHAP recalibration seismic vulnerability thema EDItEUR::P Mathematics and Science thema EDItEUR::P Mathematics and Science::PB Mathematics thema EDItEUR::P Mathematics and Science::PB Mathematics::PBM Geometry |
| topic_facet | address matching smart city contrast learning neural networks data augmentation keyboard model seismic cycle subduction zone fault-block structure geomechanical model earthquake generation healthcare centers 2SFCA method spatial accessibility travel time threshold GIS OD cost matrix finite metric space density solidity clusters discrete perfect sets linear structures system analysis DMA algorithms dynamic activity index structural tectonic block geodynamic data safety complex stress environment open-pit coal mine failure mechanism coal petrography surrounding rock MV/LV network GIS-based planning spatial/network analysis 3D virtual city Web/3D Web GIS ecology environmental pollution mining spatial databases GIS technologies natural hazards landslides mudflows avalanches zonation geophysical data geomorphological conditions microstructural analysis GIS technology image analysis image filtering microfracture mapping porosity permeability Primorsky Fault tectonite Baikal Rift Zone merging catalogs earthquake clustering algorithm Arctic region magnitude unification duplicate events spatial data mining fuzzy co-location pattern interval type-2 fuzzy set clique GPS tremor entropy spectral index probability density correlations big data source observations seismological data data management synthetics seismograms regional data semantic address matching deep transfer learning pretraining model fine tuning Arctic zone of the Russian Federation earthquake-prone areas system-analytical method FCAZ pattern recognition clustering integrated earthquake catalogs high seismicity zones Russian Arctic railway network development Northern Latitudinal Railway climate change MERRA-2 reanalysis digital atlas geoinformatics seismic networks algorithms data adjustment data integration integrated geodesy structural monitoring GPS tremor singular points spectral slope principal components Arctic Gakkel Ridge Knipovich Ridge Svalbard Archipelago merging earthquake catalogs level of registration rapid visual screening machine learning SHAP recalibration seismic vulnerability thema EDItEUR::P Mathematics and Science thema EDItEUR::P Mathematics and Science::PB Mathematics thema EDItEUR::P Mathematics and Science::PB Mathematics::PBM Geometry |
| url | ONIX_20240906_9783725818679_55 |