Abstract.
Previous
studies
have
indicated
a
large
model
disagreement
in
the
future
projections
of
precipitation
changes
over
regions
featuring
Mediterranean
climate.
Many
these
highly
populated
been
experiencing
major
droughts
recent
decades,
raising
concerns
about
and
their
impacts.
Here
we
investigate
across
five
climate
CMIP6
ensemble,
study
respective
agreements
on
sign
changes.
We
focus
period
2050–2079
relative
to
1970–1999,
consider
two
change
scenarios
(ssp2-4.5
ssp5-8.5)
Basin
(MED),
California
(CAL),
central
coast
Chile
(SAA),
Cape
Province
area
South
Africa
(SAF)
southwest
Australia
(AUS).
The
ensemble
mean
suggests
that
annual
cumulative
will
decrease
all
studied
with
exception
northern
California.
In
most
cases,
this
decline
is
primarily
attributed
reduction
winter
precipitation,
except
Basin,
where
significant
occurs
autumn.
agreement
generally
high
seasons
indicates
future,
low
showing
increase
or
no
change.
Specifically,
southern
during
seasons,
autumn,
austral
summer
means
also
indicate
consecutive
dry
days
(CDD)
regions,
but
again
California,
Mediterranean,
parts
Australia.
Similarly,
wet
(CWD)
weak
CAL,
northeast
AUS
part
MED
region.
maximum
one-day
increases
Mediterranean.
conclude
despite
substantial
improvements
new
generation
models,
intermodel
differences
continue
be
Impact
need
account
for
uncertainties
whole
range
projected
Frontiers in Forests and Global Change,
Год журнала:
2025,
Номер
8
Опубликована: Янв. 30, 2025
Conifer
species
of
Mediterranean-type
ecosystems
(MTEs)
are
especially
sensitive
to
coupled
changes
in
climate
and
fire
regime.
Recently
California’s
MTE
conifers
have
experienced
elevated
mortality,
range
shifts,
decreased
abundance
relative
broadleaf
trees.
Restricted-range
may
be
vulnerable
environmental
change
a
high
priority
for
assessment
adaptation
management.
We
used
distribution
modeling
wildfire
probability
models
assess
the
potential
vulnerability
Pseudotsuga
macrocarpa
(Bigcone
Douglas
fir,
hereafter
BDF),
restricted-range
conifer
southern
California
mountains
that
is
concern
because
its
ecological
importance
recent
mortality
due
drought
wildfire.
also
modeled
Quercus
chrysolepis
(CLO),
widespread
oak
can
co-dominant
with
BDF
limit
spread
reduce
crown
risk
compared
from
surrounding
chaparral
vegetation.
Ensembles
MAXENT
General
Boosted
Models
were
produced
2.1
million
ha
model
domain
encompassing
BDF’s
672,000
period
1981–2010,
projected
2040–2069
2070–2099
using
three
(warmer-wetter,
warmer,
hotter-drier)
under
emission
scenario
(IPCC
5th
Assessment,
RCP
8.5).
Wildfire
projections
analyzed
only
mid-century
based
on
warmer-wetter
hotter-drier
scenarios.
Our
analysis
contributes
several
important
new
insights:
(1)
topoclimatic
habitat
could
shrink
by
19–57%
mid-century,
southernmost
populations;
(2)
increase
2–4
fold
habitat,
potentially
diminishing
value
mid-to-high
elevation
sites
as
refugia;
(3)
CLO
play
role
providing
refuge
severe
wildfires
soon
but
end-of-century;
(4)
extensive
areas
stable
late-century
confined
national
forests
San
Gabriel
Mountains
Transverse
Ranges.
The
reduced
management
actions
such
mechanical
fuel
treatments
post-fire
restoration,
these
highly
constrained
topography,
access,
wildlife
species.
case
study
illustrates
rapidly
increasing
endemic
forests.
Abstract
California
faces
cycles
of
drought
and
flooding
that
are
projected
to
intensify,
but
these
extremes
may
impact
water
users
across
the
state
differently
due
region's
natural
hydroclimate
variability
complex
institutional
framework
governing
deliveries.
To
assess
risks,
this
study
introduces
a
novel
exploratory
modeling
informed
by
paleo
climate‐change
based
scenarios
better
understand
how
impacts
propagate
through
Central
Valley's
system.
A
stochastic
weather
generator,
conditioned
on
tree‐ring
data,
produces
large
ensemble
daily
sequences
flood
conditions
under
Late
Renaissance
Megadrought
period
(1550–1580
CE).
Regional
climate
changes
applied
data
drive
hydrologic
projections
for
Sacramento,
San
Joaquin,
Tulare
Basins.
The
resulting
streamflow
ensembles
used
in
an
stress
test
using
Food‐Energy‐Water
System
model,
highly
resolved,
model
storage
conveyance
throughout
California's
Valley.
Results
show
megadrought
lead
unprecedented
reductions
inflows
at
major
reservoirs.
Both
junior
senior
rights
holders
experience
multi‐year
periods
curtailed
deliveries
complete
drawdowns
groundwater
assets.
When
dynamics
combined
with
change,
risks
depletion
reservoir
sustained
curtailment
multiple
years
increase.
Asymmetries
risk
emerge
depending
source,
rights,
access
banks.
Abstract
The
Western
U.S.
is
experiencing
significant
changes
in
its
hydrological
dynamics,
marked
by
increased
variability
and
rapid
“whiplash”
shifts
between
extreme
drought
flood
conditions.
This
study
quantified
these
using
a
customized
water
year
index,
which
correlated
better
with
surface
storage
the
basins
than
other
drought/wetness
indicators.
Application
of
index
revealed
heightened
extremes
whiplash
events
post‐2015
all
basins,
nearly
72%
stations
facing
critically
dry
conditions
2021
over
54%
wet
2023.
Future
projections
indicate
decline
8.5%–13.2%
non‐extreme
types
across
major
accompanied
increases
both
types.
Our
findings
suggest
that
similar
levels
multi‐year
duration
deficits
will
likely
occur
regardless
future
warming
scenarios.
trend
significantly
impacts
agriculture,
environment,
urban
use
sectors.
Notably,
vulnerable
frontline
communities
higher
risks
lower
resilience
experience
disproportionate
from
droughts
compared
to
communities.
Abstract.
Previous
studies
have
indicated
a
large
model
disagreement
in
the
future
projections
of
precipitation
changes
over
regions
featuring
Mediterranean
climate.
Many
these
highly
populated
been
experiencing
major
droughts
recent
decades,
raising
concerns
about
and
their
impacts.
Here
we
investigate
across
five
climate
CMIP6
ensemble,
study
respective
agreements
on
sign
changes.
We
focus
period
2050–2079
relative
to
1970–1999,
consider
two
change
scenarios
(ssp2-4.5
ssp5-8.5)
Basin
(MED),
California
(CAL),
central
coast
Chile
(SAA),
Cape
Province
area
South
Africa
(SAF)
southwest
Australia
(AUS).
The
ensemble
mean
suggests
that
annual
cumulative
will
decrease
all
studied
with
exception
northern
California.
In
most
cases,
this
decline
is
primarily
attributed
reduction
winter
precipitation,
except
Basin,
where
significant
occurs
autumn.
agreement
generally
high
seasons
indicates
future,
low
showing
increase
or
no
change.
Specifically,
southern
during
seasons,
autumn,
austral
summer
means
also
indicate
consecutive
dry
days
(CDD)
regions,
but
again
California,
Mediterranean,
parts
Australia.
Similarly,
wet
(CWD)
weak
CAL,
northeast
AUS
part
MED
region.
maximum
one-day
increases
Mediterranean.
conclude
despite
substantial
improvements
new
generation
models,
intermodel
differences
continue
be
Impact
need
account
for
uncertainties
whole
range
projected
Abstract.
Previous
studies
have
indicated
a
large
model
disagreement
in
the
future
projections
of
precipitation
changes
over
regions
featuring
Mediterranean
climate.
Many
these
highly
populated
been
experiencing
major
droughts
recent
decades,
raising
concerns
about
and
their
impacts.
Here
we
investigate
across
five
climate
CMIP6
ensemble,
study
respective
agreements
on
sign
changes.
We
focus
period
2050–2079
relative
to
1970–1999,
consider
two
change
scenarios
(ssp2-4.5
ssp5-8.5)
Basin
(MED),
California
(CAL),
central
coast
Chile
(SAA),
Cape
Province
area
South
Africa
(SAF)
southwest
Australia
(AUS).
The
ensemble
mean
suggests
that
annual
cumulative
will
decrease
all
studied
with
exception
northern
California.
In
most
cases,
this
decline
is
primarily
attributed
reduction
winter
precipitation,
except
Basin,
where
significant
occurs
autumn.
agreement
generally
high
seasons
indicates
future,
low
showing
increase
or
no
change.
Specifically,
southern
during
seasons,
autumn,
austral
summer
means
also
indicate
consecutive
dry
days
(CDD)
regions,
but
again
California,
Mediterranean,
parts
Australia.
Similarly,
wet
(CWD)
weak
CAL,
northeast
AUS
part
MED
region.
maximum
one-day
increases
Mediterranean.
conclude
despite
substantial
improvements
new
generation
models,
intermodel
differences
continue
be
Impact
need
account
for
uncertainties
whole
range
projected
Abstract.
Previous
studies
have
indicated
a
large
model
disagreement
in
the
future
projections
of
precipitation
changes
over
regions
featuring
Mediterranean
climate.
Many
these
highly
populated
been
experiencing
major
droughts
recent
decades,
raising
concerns
about
and
their
impacts.
Here
we
investigate
across
five
climate
CMIP6
ensemble,
study
respective
agreements
on
sign
changes.
We
focus
period
2050–2079
relative
to
1970–1999,
consider
two
change
scenarios
(ssp2-4.5
ssp5-8.5)
Basin
(MED),
California
(CAL),
central
coast
Chile
(SAA),
Cape
Province
area
South
Africa
(SAF)
southwest
Australia
(AUS).
The
ensemble
mean
suggests
that
annual
cumulative
will
decrease
all
studied
with
exception
northern
California.
In
most
cases,
this
decline
is
primarily
attributed
reduction
winter
precipitation,
except
Basin,
where
significant
occurs
autumn.
agreement
generally
high
seasons
indicates
future,
low
showing
increase
or
no
change.
Specifically,
southern
during
seasons,
autumn,
austral
summer
means
also
indicate
consecutive
dry
days
(CDD)
regions,
but
again
California,
Mediterranean,
parts
Australia.
Similarly,
wet
(CWD)
weak
CAL,
northeast
AUS
part
MED
region.
maximum
one-day
increases
Mediterranean.
conclude
despite
substantial
improvements
new
generation
models,
intermodel
differences
continue
be
Impact
need
account
for
uncertainties
whole
range
projected
Abstract.
Previous
studies
have
indicated
a
large
model
disagreement
in
the
future
projections
of
precipitation
changes
over
regions
featuring
Mediterranean
climate.
Many
these
highly
populated
been
experiencing
major
droughts
recent
decades,
raising
concerns
about
and
their
impacts.
Here
we
investigate
across
five
climate
CMIP6
ensemble,
study
respective
agreements
on
sign
changes.
We
focus
period
2050–2079
relative
to
1970–1999,
consider
two
change
scenarios
(ssp2-4.5
ssp5-8.5)
Basin
(MED),
California
(CAL),
central
coast
Chile
(SAA),
Cape
Province
area
South
Africa
(SAF)
southwest
Australia
(AUS).
The
ensemble
mean
suggests
that
annual
cumulative
will
decrease
all
studied
with
exception
northern
California.
In
most
cases,
this
decline
is
primarily
attributed
reduction
winter
precipitation,
except
Basin,
where
significant
occurs
autumn.
agreement
generally
high
seasons
indicates
future,
low
showing
increase
or
no
change.
Specifically,
southern
during
seasons,
autumn,
austral
summer
means
also
indicate
consecutive
dry
days
(CDD)
regions,
but
again
California,
Mediterranean,
parts
Australia.
Similarly,
wet
(CWD)
weak
CAL,
northeast
AUS
part
MED
region.
maximum
one-day
increases
Mediterranean.
conclude
despite
substantial
improvements
new
generation
models,
intermodel
differences
continue
be
Impact
need
account
for
uncertainties
whole
range
projected
Abstract.
Previous
studies
have
indicated
a
large
model
disagreement
in
the
future
projections
of
precipitation
changes
over
regions
featuring
Mediterranean
climate.
Many
these
highly
populated
been
experiencing
major
droughts
recent
decades,
raising
concerns
about
and
their
impacts.
Here
we
investigate
across
five
climate
CMIP6
ensemble,
study
respective
agreements
on
sign
changes.
We
focus
period
2050–2079
relative
to
1970–1999,
consider
two
change
scenarios
(ssp2-4.5
ssp5-8.5)
Basin
(MED),
California
(CAL),
central
coast
Chile
(SAA),
Cape
Province
area
South
Africa
(SAF)
southwest
Australia
(AUS).
The
ensemble
mean
suggests
that
annual
cumulative
will
decrease
all
studied
with
exception
northern
California.
In
most
cases,
this
decline
is
primarily
attributed
reduction
winter
precipitation,
except
Basin,
where
significant
occurs
autumn.
agreement
generally
high
seasons
indicates
future,
low
showing
increase
or
no
change.
Specifically,
southern
during
seasons,
autumn,
austral
summer
means
also
indicate
consecutive
dry
days
(CDD)
regions,
but
again
California,
Mediterranean,
parts
Australia.
Similarly,
wet
(CWD)
weak
CAL,
northeast
AUS
part
MED
region.
maximum
one-day
increases
Mediterranean.
conclude
despite
substantial
improvements
new
generation
models,
intermodel
differences
continue
be
Impact
need
account
for
uncertainties
whole
range
projected
Abstract.
Previous
studies
have
indicated
a
large
model
disagreement
in
the
future
projections
of
precipitation
changes
over
regions
featuring
Mediterranean
climate.
Many
these
highly
populated
been
experiencing
major
droughts
recent
decades,
raising
concerns
about
and
their
impacts.
Here
we
investigate
across
five
climate
CMIP6
ensemble,
study
respective
agreements
on
sign
changes.
We
focus
period
2050–2079
relative
to
1970–1999,
consider
two
change
scenarios
(ssp2-4.5
ssp5-8.5)
Basin
(MED),
California
(CAL),
central
coast
Chile
(SAA),
Cape
Province
area
South
Africa
(SAF)
southwest
Australia
(AUS).
The
ensemble
mean
suggests
that
annual
cumulative
will
decrease
all
studied
with
exception
northern
California.
In
most
cases,
this
decline
is
primarily
attributed
reduction
winter
precipitation,
except
Basin,
where
significant
occurs
autumn.
agreement
generally
high
seasons
indicates
future,
low
showing
increase
or
no
change.
Specifically,
southern
during
seasons,
autumn,
austral
summer
means
also
indicate
consecutive
dry
days
(CDD)
regions,
but
again
California,
Mediterranean,
parts
Australia.
Similarly,
wet
(CWD)
weak
CAL,
northeast
AUS
part
MED
region.
maximum
one-day
increases
Mediterranean.
conclude
despite
substantial
improvements
new
generation
models,
intermodel
differences
continue
be
Impact
need
account
for
uncertainties
whole
range
projected
Abstract.
Previous
studies
have
indicated
a
large
model
disagreement
in
the
future
projections
of
precipitation
changes
over
regions
featuring
Mediterranean
climate.
Many
these
highly
populated
been
experiencing
major
droughts
recent
decades,
raising
concerns
about
and
their
impacts.
Here
we
investigate
across
five
climate
CMIP6
ensemble,
study
respective
agreements
on
sign
changes.
We
focus
period
2050–2079
relative
to
1970–1999,
consider
two
change
scenarios
(ssp2-4.5
ssp5-8.5)
Basin
(MED),
California
(CAL),
central
coast
Chile
(SAA),
Cape
Province
area
South
Africa
(SAF)
southwest
Australia
(AUS).
The
ensemble
mean
suggests
that
annual
cumulative
will
decrease
all
studied
with
exception
northern
California.
In
most
cases,
this
decline
is
primarily
attributed
reduction
winter
precipitation,
except
Basin,
where
significant
occurs
autumn.
agreement
generally
high
seasons
indicates
future,
low
showing
increase
or
no
change.
Specifically,
southern
during
seasons,
autumn,
austral
summer
means
also
indicate
consecutive
dry
days
(CDD)
regions,
but
again
California,
Mediterranean,
parts
Australia.
Similarly,
wet
(CWD)
weak
CAL,
northeast
AUS
part
MED
region.
maximum
one-day
increases
Mediterranean.
conclude
despite
substantial
improvements
new
generation
models,
intermodel
differences
continue
be
Impact
need
account
for
uncertainties
whole
range
projected