Adaptive behavior of farmers under consecutive droughts results in more vulnerable farmers: a large-scale agent-based modeling analysis in the Bhima basin, India
Natural hazards and earth system sciences,
Journal Year:
2025,
Volume and Issue:
25(3), P. 1013 - 1035
Published: March 6, 2025
Abstract.
Consecutive
droughts,
becoming
more
likely,
produce
impacts
beyond
the
sum
of
individual
events
by
altering
catchment
hydrology
and
influencing
farmers'
adaptive
responses.
We
use
Geographical,
Environmental,
Behavioural
(GEB)
model,
a
coupled
agent-based
hydrological
expand
it
with
subjective
expected
utility
theory
(SEUT)
to
simulate
farmer
behavior
subsequent
interactions.
apply
GEB
analyze
responses
∼1.4
million
heterogeneous
farmers
in
India's
Bhima
basin
over
consecutive
droughts
compare
scenarios
without
adaptation.
In
scenarios,
can
either
do
nothing,
switch
crops,
or
dig
wells,
based
on
each
action's
utility.
Our
analysis
examines
how
these
adaptations
affect
profits,
yields,
groundwater
levels,
considering,
e.g.,
farm
size,
risk
aversion,
drought
perception.
Results
indicate
that
decrease
vulnerability
impact
after
one
(6
times
yield
loss
reduction)
but
increase
them
periods
due
switching
water-intensive
crops
homogeneous
cultivation
(+15
%
decline
income).
Moreover,
patterns,
vulnerability,
vary
spatiotemporally
between
individuals.
Lastly,
ecological
social
shocks
coincide
plummet
incomes.
recommend
alternative
additional
wells
mitigate
emphasize
importance
socio-hydrological
models
(ABMs)
for
policy
testing.
Language: Английский
Long-term hydro-economic analysis tool for evaluating global groundwater cost and supply: Superwell v1.1
Geoscientific model development,
Journal Year:
2025,
Volume and Issue:
18(5), P. 1737 - 1767
Published: March 13, 2025
Abstract.
Groundwater
plays
a
key
role
in
meeting
water
demands,
supplying
over
40
%
of
irrigation
globally,
with
this
likely
to
grow
as
demands
and
surface
variability
increase.
A
better
understanding
the
future
groundwater
sectoral
requires
an
integrated
hydro-economic
evaluation
its
cost
availability.
Yet
substantial
gaps
remain
our
knowledge
modeling
capabilities
related
availability,
recharge,
feasible
locations
for
extraction,
extractable
volumes,
associated
extraction
costs,
which
are
essential
large-scale
analyses
human–water
system
scenarios,
particularly
at
global
scale.
To
address
these
needs,
we
developed
Superwell,
physics-based
accounting
model
that
operates
sub-annual
temporal
coarsest
0.5°
(≈50
km
×
50
km)
gridded
spatial
resolution
coverage.
The
produces
location-specific
supply–cost
curves
provide
levelized
access
different
quantities
available
groundwater.
inputs
Superwell
include
recent
high-resolution
hydrogeologic
datasets
permeability,
porosity,
aquifer
thickness,
depth
table,
hydrogeological
complexity
zones.
It
also
accounts
well
capital
maintenance
energy
costs
required
lift
surface.
employs
Theis-based
scheme
coupled
amortization-based
formulation
simulate
quantify
pumping.
result
is
spatiotemporally
flexible,
physically
realistic,
economics-based
curves.
We
show
examples
insights
can
be
derived
from
them
across
set
scenarios
designed
explore
outcomes.
produced
by
most
(90
%)
nonrenewable
storage
globally
lower
than
USD
0.57
m−3,
while
half
volume
remains
under
0.108
m−3.
unit
estimated
range
minimum
0.004
m−3
maximum
3.971
demonstrate
discuss
how
could
used
linking
Superwell's
outputs
other
models
human–environmental
challenges,
such
resources
planning
management,
or
broader
multisectoral
feedbacks.
Language: Английский
Adaptive Behavior of Over a Million Individual Farmers Under Consecutive Droughts: A Large-Scale Agent-Based Modeling Analysis in the Bhima Basin, India
Published: June 5, 2024
Abstract.
Consecutive
droughts,
becoming
more
likely,
produce
impacts
beyond
the
sum
of
individual
events
by
altering
catchment
hydrology
and
influencing
farmers'
adaptive
responses.
We
use
GEB,
a
coupled
agent-based
hydrological
model,
expand
it
with
Subjective
Expected
Utility
Theory
(SEUT)
to
realistically
simulate
farmer
behavior
subsequent
interactions.
apply
GEB
analyze
responses
±1.4
million
heterogeneous
farmers
in
India's
Bhima
basin
over
consecutive
droughts
compare
scenarios
without
adaptation.
In
scenarios,
can
either
do
nothing,
switch
crops,
or
dig
wells,
based
on
each
action’s
expected
utility.
Our
analysis
examines
how
these
adaptations
affect
profits,
yields,
groundwater
levels,
considering,
e.g.,
farm
size,
risk
aversion
drought
perception.
Results
indicate
that
farmers’
decrease
vulnerability
impact
after
one
(x6
yield
loss
reduction),
but
increase
due
switching
water-intensive
crops
homogeneous
cultivation
(+15
%
income
drop).
Moreover,
patterns,
vulnerability,
vary
spatiotemporally
between
individuals.
Lastly,
ecological
social
shocks
coincide
plummet
incomes.
recommend
alternative
additional
wells
mitigate
emphasize
importance
socio-hydrological
ABMs
for
policy
testing.
Language: Английский
Reply on RC1 -- ODD+D Protocol
Maurice Kalthof
No information about this author
Published: Aug. 12, 2024
Consecutive
droughts,
becoming
more
likely,
produce
impacts
beyond
the
sum
of
individual
events
by
altering
catchment
hydrology
and
influencing
farmers'
adaptive
responses.
We
use
GEB,
a
coupled
agent-based
hydrological
model,
expand
it
with
Subjective
Expected
Utility
Theory
(SEUT)
to
realistically
simulate
farmer
behavior
subsequent
interactions.
apply
GEB
analyze
responses
±1.4
million
heterogeneous
farmers
in
India's
Bhima
basin
over
consecutive
droughts
compare
scenarios
without
adaptation.
In
scenarios,
can
either
do
nothing,
switch
crops,
or
dig
wells,
based
on
each
action’s
expected
utility.
Our
analysis
examines
how
these
adaptations
affect
profits,
yields,
groundwater
levels,
considering,
e.g.,
farm
size,
risk
aversion
drought
perception.
Results
indicate
that
farmers’
decrease
vulnerability
impact
after
one
(x6
yield
loss
reduction),
but
increase
due
switching
water-intensive
crops
homogeneous
cultivation
(+15
%
income
drop).
Moreover,
patterns,
vulnerability,
vary
spatiotemporally
between
individuals.
Lastly,
ecological
social
shocks
coincide
plummet
incomes.
recommend
alternative
additional
wells
mitigate
emphasize
importance
socio-hydrological
ABMs
for
policy
testing.
Language: Английский
Reply on RC1
Maurice Kalthof
No information about this author
Published: Aug. 12, 2024
Consecutive
droughts,
becoming
more
likely,
produce
impacts
beyond
the
sum
of
individual
events
by
altering
catchment
hydrology
and
influencing
farmers'
adaptive
responses.
We
use
GEB,
a
coupled
agent-based
hydrological
model,
expand
it
with
Subjective
Expected
Utility
Theory
(SEUT)
to
realistically
simulate
farmer
behavior
subsequent
interactions.
apply
GEB
analyze
responses
±1.4
million
heterogeneous
farmers
in
India's
Bhima
basin
over
consecutive
droughts
compare
scenarios
without
adaptation.
In
scenarios,
can
either
do
nothing,
switch
crops,
or
dig
wells,
based
on
each
action’s
expected
utility.
Our
analysis
examines
how
these
adaptations
affect
profits,
yields,
groundwater
levels,
considering,
e.g.,
farm
size,
risk
aversion
drought
perception.
Results
indicate
that
farmers’
decrease
vulnerability
impact
after
one
(x6
yield
loss
reduction),
but
increase
due
switching
water-intensive
crops
homogeneous
cultivation
(+15
%
income
drop).
Moreover,
patterns,
vulnerability,
vary
spatiotemporally
between
individuals.
Lastly,
ecological
social
shocks
coincide
plummet
incomes.
recommend
alternative
additional
wells
mitigate
emphasize
importance
socio-hydrological
ABMs
for
policy
testing.
Language: Английский
Reply on RC2
Published: Sept. 2, 2024
Consecutive
droughts,
becoming
more
likely,
produce
impacts
beyond
the
sum
of
individual
events
by
altering
catchment
hydrology
and
influencing
farmers'
adaptive
responses.
We
use
GEB,
a
coupled
agent-based
hydrological
model,
expand
it
with
Subjective
Expected
Utility
Theory
(SEUT)
to
realistically
simulate
farmer
behavior
subsequent
interactions.
apply
GEB
analyze
responses
±1.4
million
heterogeneous
farmers
in
India's
Bhima
basin
over
consecutive
droughts
compare
scenarios
without
adaptation.
In
scenarios,
can
either
do
nothing,
switch
crops,
or
dig
wells,
based
on
each
action’s
expected
utility.
Our
analysis
examines
how
these
adaptations
affect
profits,
yields,
groundwater
levels,
considering,
e.g.,
farm
size,
risk
aversion
drought
perception.
Results
indicate
that
farmers’
decrease
vulnerability
impact
after
one
(x6
yield
loss
reduction),
but
increase
due
switching
water-intensive
crops
homogeneous
cultivation
(+15
%
income
drop).
Moreover,
patterns,
vulnerability,
vary
spatiotemporally
between
individuals.
Lastly,
ecological
social
shocks
coincide
plummet
incomes.
recommend
alternative
additional
wells
mitigate
emphasize
importance
socio-hydrological
ABMs
for
policy
testing.
Language: Английский
Land Cover and Spatial Distribution of Surface Water Loss Hotspots in Italy
Irene Palazzoli,
No information about this author
Gianluca Lelli,
No information about this author
Serena Ceola
No information about this author
et al.
Sustainability,
Journal Year:
2024,
Volume and Issue:
16(18), P. 8021 - 8021
Published: Sept. 13, 2024
Increasing
water
withdrawals
and
changes
in
land
cover/use
are
critically
altering
surface
bodies,
often
causing
a
noticeable
reduction
their
area.
Such
anthropogenic
modification
of
waters
needs
to
be
thoroughly
examined
recognize
the
dynamics
through
which
humans
affect
loss
water.
By
leveraging
remotely-sensed
data
employing
distance–decay
model,
we
investigate
resources
that
occurred
Italy
between
1984
2021
explore
its
association
with
cover
change
potential
human
pressure.
In
particular,
first
estimate
conversion
across
locations
experiencing
loss.
Next,
identify
analytically
model
influence
irrigated
built-up
areas,
heavily
rely
on
waters,
spatial
distribution
losses
river
basin
districts
basins
Italy.
Our
results
reveal
mainly
located
northern
Italy,
where
they
have
been
primarily
replaced
by
cropland
vegetation.
As
expected,
find
tend
more
concentrated
proximity
both
areas
yet
showing
differences
occurrence
extent.
These
observed
patterns
well
captured
our
analytical
outlines
predominant
role
Sicily,
dominant
effects
Apennines
Sardinia.
highlighting
following
evaluating
relative
respect
pressure,
analysis
provides
key
information
could
support
management
prevent
future
conditions
scarcity
due
unsustainable
exploitation.
Language: Английский