Resources Environment and Sustainability,
Journal Year:
2023,
Volume and Issue:
12, P. 100105 - 100105
Published: Jan. 3, 2023
Contemporary
understanding
of
the
impacts
climate
change
on
global
drought
characteristics
(e.g.,
intensities,
extents)
is
still
limited
and
not
well
understood.
This
knowledge
critical
because
projected
changes
in
are
expected
to
impact
future
water
availability
as
influence
decisions
how
resources
allocated.
The
main
aim
this
study
improve
(extents
duration)
Anthropocene
where
rapid
environment
caused
by
composite
human
activities
change.
Multi-scale
earth
observation
data
(1980−2020)
Coupled
Model
Intercomparison
Project
Phase
6
models,
which
incorporate
Shared
Socioeconomic
Pathways
(2040−2070
2070−2100)
used
assess
these
identify
climatic
hotspots
could
drive
groundwater
hydrology.
Results
show
that
towards
end
21st
century,
land
areas
under
will
significantly
decrease
but
their
durations
not.
Generally,
there
evidence
significant
decline
proportion
experience
various
intensities
(moderate,
severe
extreme
drought)
for
each
category,
affected
reach
30%
average.
Moreover,
some
regions
potential
climate-groundwater
interactions
events
directly
groundwater.
varying
degree
strong
correlations
(positive
negative)
between
Australia,
Europe,
Southern
Africa,
Asia).
relatively
negative
indicative
presence
considerable
lags,
be
aridity
footprints.
Earth s Future,
Journal Year:
2020,
Volume and Issue:
8(7)
Published: May 26, 2020
Abstract
Investigation
of
the
pressing
impacts
climate
change
on
drought
is
vital
for
sustainable
societal
and
ecosystem
functioning.
The
magnitude
how
much
will
way
droughts
would
affect
society
environment
are
inadequately
addressed
over
East
Africa.
This
study
aimed
at
assessing
future
changes
using
an
ensemble
five
Global
Climate
Models
(GCMs)
in
Coupled
Model
Intercomparison
Project
(CMIP5)
To
this
end,
characteristics
were
investigated
under
Representative
Concentration
Pathways
(RCPs)
2.6,
4.5,
8.5
near
term
(the
2020s;
2011–2040),
midcentury
(2050s;
2041–2070),
end
century
(2080s;
2071–2,100).
Standardized
Precipitation
Index
(SPI)
Precipitation‐Evapotranspiration
(SPEI)
first
compared,
SPEI
was
used
measuring
as
it
showed
stronger
due
to
its
inclusion
temperature
effects.
Drought
area
Africa
likely
increase
21st
by
16%,
36%,
54%
RCP
8.5,
respectively,
with
areas
affected
extreme
increasing
more
rapidly
than
severe
moderate
droughts.
Spatially,
event,
duration,
frequency
intensity
Sudan,
Tanzania,
Somalia,
South
but
generally
decrease
Kenya,
Uganda,
Ethiopian
highlands.
Results
also
confirm
that
follow
“dry
gets
drier
wet
wetter”
paradigm.
findings
provide
important
guidance
improving
identification
causes,
minimizing
enhancing
resilience
Reviews of Geophysics,
Journal Year:
2021,
Volume and Issue:
59(2)
Published: Jan. 28, 2021
Abstract
Traditional,
mainstream
definitions
of
drought
describe
it
as
deficit
in
water‐related
variables
or
water‐dependent
activities
(e.g.,
precipitation,
soil
moisture,
surface
and
groundwater
storage,
irrigation)
due
to
natural
variabilities
that
are
out
the
control
local
decision‐makers.
Here,
we
argue
within
coupled
human‐water
systems,
must
be
defined
understood
a
process
opposed
product
help
better
frame
complex
interrelated
dynamics
both
human‐induced
changes
define
anthropogenic
compound
multidimensional
multiscale
phenomenon,
governed
by
combination
water
variability,
climate
change,
human
decisions
activities,
altered
micro‐climate
conditions
land
management.
This
definition
considers
full
spectrum
dynamic
feedbacks
processes
land‐atmosphere
interactions
energy
balance)
human‐nature
systems
drive
development
.
magnifies
supply
demand
gap
can
lead
bankruptcy,
which
will
become
more
rampant
around
globe
coming
decades
continuously
growing
demands
under
compounding
effects
change
global
environmental
degradation.
challenge
has
de
facto
implications
for
short‐term
long‐term
resources
planning
management,
governance,
policymaking.
Herein,
after
brief
overview
concept
its
examples,
discuss
existing
research
gaps
opportunities
understanding,
modeling,
management
this
phenomenon.
Natural hazards and earth system sciences,
Journal Year:
2020,
Volume and Issue:
20(2), P. 695 - 712
Published: March 2, 2020
Abstract.
Droughts
continue
to
affect
ecosystems,
communities
and
entire
economies.
Agriculture
bears
much
of
the
impact,
in
many
countries
it
is
most
heavily
affected
sector.
Over
past
decades,
efforts
have
been
made
assess
drought
risk
at
different
spatial
scales.
Here,
we
present
for
first
time
an
integrated
assessment
both
irrigated
rainfed
agricultural
systems
global
scale.
Composite
hazard
indicators
were
calculated
separately
using
indices
based
on
historical
climate
conditions
(1980–2016).
Exposure
was
analyzed
non-irrigated
crops.
Vulnerability
assessed
through
a
socioecological-system
(SES)
perspective,
socioecological
susceptibility
lack
coping-capacity
that
weighted
by
experts
from
around
world.
The
analysis
shows
displays
heterogeneous
pattern
level,
with
higher
southeastern
Europe
as
well
northern
southern
Africa.
By
providing
information
drivers
patterns
all
dimensions
hazard,
exposure
vulnerability,
presented
can
support
identification
tailored
measures
reduce
increase
resilience
systems.
The Science of The Total Environment,
Journal Year:
2021,
Volume and Issue:
803, P. 150065 - 150065
Published: Sept. 1, 2021
Climate
change
is
a
severe
global
threat.
Research
on
climate
and
vulnerability
to
natural
hazards
has
made
significant
progress
over
the
last
decades.
Most
of
research
been
devoted
improving
quality
information
hazard
data,
including
exposure
specific
phenomena,
such
as
flooding
or
sea-level
rise.
Less
attention
given
assessment
embedded
social,
economic
historical
conditions
that
foster
societies.
A
number
assessments
based
indicators
have
developed
past
years.
Yet
an
essential
question
remains
how
validate
those
at
scale.
This
paper
examines
different
options
in
terms
their
internal
external
validity,
focusing
two
indicator
systems
used
WorldRiskIndex
INFORM
index.
The
reviews
these
index
best
practices
same
time
presents
new
analysis
results
show
linkages
between
level
disaster
outcomes.
Both
review
support
each
other
help
communicate
validity
uncertainty
assessments.
Next
statistical
validation
methods,
we
discuss
importance
appropriate
link
indicators,
data
indicandum.
We
found
mortality
per
event
from
floods,
drought
storms
15
times
higher
for
countries
ranked
highly
vulnerable
compared
classified
low
vulnerable.
These
findings
highlight
starting
points
move
towards
resilient
development.
Priority
should
be
not
just
regions
are
likely
face
more
future
but
also
confronted
with
high
already.
Remote Sensing,
Journal Year:
2020,
Volume and Issue:
12(24), P. 4184 - 4184
Published: Dec. 21, 2020
Climate
variability
and
recurrent
droughts
have
caused
remarkable
strain
on
water
resources
in
most
regions
across
the
globe,
with
arid
semi-arid
areas
being
hardest
hit.
The
impacts
been
notable
surface
resources,
which
are
already
under
threat
from
massive
abstractions
due
to
increased
demand,
as
well
poor
conservation
unsustainable
land
management
practices.
Drought
climate
variability,
their
associated
gained
attention
recent
decades
nations
seek
enhance
mitigation
adaptation
mechanisms.
Although
use
of
satellite
technologies
has,
late,
prominence
generating
timely
spatially
explicit
information
drought
different
regions,
they
somewhat
hampered
by
difficulties
detecting
evolution
its
complex
nature,
varying
scales,
magnitude
occurrence,
inherent
data
gaps.
Currently,
a
number
studies
conducted
monitor
assess
sub-Saharan
Africa
using
remotely
sensed
in-situ
datasets.
This
study
therefore
provides
detailed
overview
progress
made
tracking
remote
sensing,
including
relevance
monitoring
hydrological
Africa.
paper
further
discusses
traditional
sensing
methods
drought,
application
key
challenges,
particular
emphasis
Additionally,
characteristics
limitations
various
sensors,
indices,
namely,
Standardized
Precipitation
Index
(SPI),
Palmer
Severity
(PDSI),
Normalized
Difference
Vegetation
(NDVI),
Condition
(VCI),
Water
Requirement
Satisfaction
(WRSI),
(NDWI),
Modified
(MNDWI),
Land
Surface
(LSWI+5),
(MNDWI+5),
Automated
Extraction
(shadow)
(AWEIsh),
(non-shadow)
(AWEInsh),
discussed.
scientific
research
strides
knowledge
gaps
for
investigations
highlighted.
While
has
advancing
this
review
indicates
need
assessing
especially
context
change
demand.
results
suggests
that
Landsat-8
Sentinel-2
likely
be
best
suited
bodies,
availability
at
relatively
low
cost,
impressive
spectral,
spatial,
temporal
characteristics.
effective
indices
SPI,
PDSI,
NDVI,
VCI,
NDWI,
MNDWI,
MNDWI+5,
AWEIsh,
AWEInsh.
Overall,
findings
emphasize
increasing
role
potential
resources.
However,
there
is
future
consider
spatial
integration
techniques,
radar
data,
precipitation,
cloud
computing,
machine
learning
or
artificial
intelligence
(AI)
techniques
improve
understanding
scales.
The Science of The Total Environment,
Journal Year:
2021,
Volume and Issue:
799, P. 149505 - 149505
Published: Aug. 5, 2021
The
regular
drought
episodes
in
South
Africa
highlight
the
need
to
reduce
risk
by
both
policy
and
local
community
actions.
Environmental
socioeconomic
factors
Africa's
agricultural
system
have
been
affected
past,
creating
cascading
pressures
on
nation's
agro-economic
water
supply
systems.
Therefore,
understanding
key
drivers
of
all
components
through
a
comprehensive
assessment
must
be
undertaken
order
inform
proactive
management.
This
paper
presents,
for
first
time,
national
irrigated
rainfed
systems,
that
takes
into
account
complex
interaction
between
different
components.
We
use
modeling
remote
sensing
approaches
involve
experts
selecting
vulnerability
indicators
providing
information
human
natural
drivers.
Our
results
show
municipalities
last
30
years.
years
1981-1982,
1992,
2016
2018
were
marked
as
driest
during
study
period
(1981-2018)
compared
reference
(1986-2015).
In
general,
systems
are
remarkably
less
often
than
systems;
however,
most
farmers
land
smallholders
whom
impacts
can
significant.
is
exceptionally
high
north,
central
west
country,
while
there
more
separate
high-risk
hotspots
across
country.
identified
potential
entry
points
disaster
reduction
at
municipality
level,
such
increasing
environmental
awareness,
reducing
degradation
total
dam
irrigation
capacity.
iScience,
Journal Year:
2022,
Volume and Issue:
25(8), P. 104720 - 104720
Published: July 4, 2022
Recent
disasters
have
demonstrated
the
challenges
faced
by
society
as
a
result
of
increasing
complexity
disaster
risk.
In
this
perspective
article,
we
discuss
complex
interactions
between
hazards
and
vulnerability
suggest
methodological
approaches
to
assess
include
dynamics
in
our
risk
assessments,
learning
from
compound
multi-hazard,
socio-hydrology,
socio-ecological
research
communities.
We
argue
for
changed
perspective,
starting
with
circumstances
that
determine
dynamic
vulnerability.
identify
three
types
vulnerability:
(1)
underlying
vulnerability,
(2)
changes
during
long-lasting
disasters,
(3)
compounding
societal
shocks.
conclude
there
is
great
potential
capture
using
qualitative
model-based
methods,
both
reproducing
historic
projecting
future
provide
examples
narratives,
agent-based
models,
system
dynamics.
Journal of Data Science and Intelligent Systems,
Journal Year:
2023,
Volume and Issue:
1(1), P. 2 - 11
Published: June 16, 2023
With
the
rapid
growth
in
foreign
trade
business
and
continuous
expansion
of
customs
functions,
amount
data
obtained
by
monitoring
systems
has
drastically
increased,
risk
management
techniques
have
been
widely
used
field.
Risk
assessment,
as
an
important
part
management,
can
help
departments
to
understand
possibility
impact
risks
advance.
Assessing
import
export
enterprises
is
task
for
customs.
However,
assessment
challenging
because
large-scale
data,
rapidly
changing
information,
inherent
fuzziness.
To
address
this
issue,
survey
summarizes
existing
methods,
combines
preliminaries
fuzzy
logic
neural
networks,
applies
representative
models
enterprises.
The
based
on
networks
handle
vague
uncertain
improve
efficiency
through
adaptive
learning
capabilities.
combination
theoretical
simple
case
suggests
that
method
good
feasibility
provides
valuable
references
developing
effective
future.