Novel MCDA methods for flood hazard mapping: a case study in Hamadan, Iran
Stochastic Environmental Research and Risk Assessment,
Год журнала:
2024,
Номер
38(12), С. 4863 - 4881
Опубликована: Ноя. 13, 2024
Язык: Английский
Climate-resilient strategies for sustainable groundwater management in Mahanadi River basin of Eastern India
Acta Geophysica,
Год журнала:
2024,
Номер
unknown
Опубликована: Ноя. 20, 2024
Язык: Английский
Enhancing Urban Resilience to Flooding in Hydrogeological Risk Areas Through Big Data Analytics Using Deep Neuro-Fuzzy System
Research Square (Research Square),
Год журнала:
2024,
Номер
unknown
Опубликована: Июль 23, 2024
Abstract
Urban
areas
worldwide
are
increasingly
at
risk
from
hydrogeological
hazards,
leading
to
severe
consequences.
flooding
and
mismanagement
of
water
resources,
resulting
in
riverine
flooding,
primary
contributors
this
risk.
Utilizing
big
data,
including
mobile
phone
signals
collected
high
frequencies,
alongside
administrative
is
essential
for
developing
exposure
indicators
smaller
urban
regions.
Accurately
assessing
human
traffic
flows
movements
crucial
mitigating
the
impacts
natural
disasters
ensuring
a
quality
life
smart
cities.
However,
comprehensive
solutions
these
challenges
lacking
many
countries.
Therefore,
study
focuses
on
analyzing
impact
data
flow
analysis
areas.
The
employs
as
analyze
forecast
risks
aid
decision-making.
To
ensure
reliability,
circle
search
integrated
fully
connected
conditional
neural
network
(CS-ConNN)
used
cleaning,
categorizing
signal
into
normal,
empty,
garbage.
Additionally,
uses
deep
recurrent
neuro
fuzzy
system
(DRNFS)
compound
seasonality
circulation
risks,
providing
alerts
individuals
transiting
through
affected
model
validated
case
"Mandolossa,"
developed
area
prone
inundating
near
Brescia,
using
hourly
September
2020
August
2021.
Experimental
results
cross-validation
demonstrate
forecasting
accuracy
98.975%.
Язык: Английский
Investigation of Soil Liquefaction and Flooding as a Hydrological Risk for Disaster Risk Reduction in the Construction of Water Reservoirs
Опубликована: Янв. 1, 2024
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Язык: Английский