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Natural Disasters Occurrence, Reduction, and Restoration in Mountain Regions

Mountain regions are critical because of their diverse geological conditions, dynamic changes, and the multiple natural hazards that often occur. Mountains are high-risk environments that can experience a variety of natural hazards, since initiated hazards often trigger secondary, cascading hazards,...

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Salvato in:
Natura: Online
Lingua:inglese
Pubblicazione: MDPI - Multidisciplinary Digital Publishing Institute 2024
Soggetti:
debris flow occurrence
rainfall index
rainfall return period
probability
extreme drought
Mekong
SPI
Mann–Kendall
time series clustering
integrated multi-satellite retrievals (IMERG)
harmony
preference
cognitive factors
physical elements
questionnaire survey
landslide potential
random forest
antecedent landslides
machine learning
landslide evolution
landslide activity
vegetation recovery time
spatiotemporal hotspot
landslide susceptibility analysis
event-based landslide inventory
ensemble model
Shihmen watershed
water quality
deep learning
recursive neural network
actions
reorganization
artificial disaster
young farmer
resilience community
land use
quantitative landslide assessment
Rize
satellite images
tea garden
debris flow
sediment transport mode
transition process
changing streambed gradient
sediment transport concentration
flow depth
gravel migration velocity
flume experiment
landslide hazard
land use evaluation
multiple logistic regression
rainfall variability
sediment disaster prevention
SABO
adaptation measure
climate change
Japan
discharge measurement
mean surface velocity
non-contact measurement
acoustic doppler flowmeter
magnetic-inductive current meter
genetic algorithm (GA)
landslide-prone area
landslide scarp assessment
ellipse-referenced idealized curved surface (ER-ICS)
flow paths
scenario investigation
sediment-related disaster
non-structural measurement
socio-economic conditions
human loss
community-based analysis
natural hazards
landslide
susceptibility
GIS
Vietnam
landslides
3D engineering geological model
grid- and vector-based
surface and subsurface displacement monitoring
failure mechanisms
geotechnical engineering design
earthquake-induced landslides
landslide mobility
pumice
perennial groundwater zone
organic soil layers
clay mineral soil layers
headwater catchment
serpentine
unsaturated upward flux
rainfall-induced landslide
sediment disaster
Keras
multilayer perceptron
hyperparameter tuning
mountain disaster risk reduction
large-scale landslide
triggering rainfall
early warning system
linear regression
nonlinear regression
uncertainty
visual language translation
mountain stream facilities
perception
qualitative analysis
scenic beauty estimation (SBE)
caption evaluation method (CEM)
landslide mitigation
monitoring
micro-hydro plant
costs reduction
gray-box model
physical modeling
rainfall
wedge slope
the intersection angle
half-wedge angle
landslide recovery rate
local outlier analysis
Mann–Kendall trend test
spatiotemporal analysis
sub-watershed scale
Taiwan
Nature-based Solutions (NbS)
ecosystem services
disaster reduction
industry-government-academia collaboration
n/a
thema EDItEUR::R Earth Sciences, Geography, Environment, Planning
Accesso online:ONIX_20240514_9783725808588_530
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