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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
Sprog:engelsk
Udgivet: MDPI - Multidisciplinary Digital Publishing Institute 2024
Fag:
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
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Summary: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.

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