Cadernos de Educação Tecnologia e Sociedade,
Journal Year:
2025,
Volume and Issue:
18(1), P. 330 - 346
Published: March 28, 2025
Large-scale
infrastructure
projects
often
use
reactive
approaches
to
manage
construction
risks.
This
can
result
in
expensive
delays
and
increased
budgets.
study
creates
tests
a
risk
prediction
framework
that
uses
machine
learning,
specifically
Gradient
Boosting
Decision
Trees
(GBDT),
help
identify
address
risks
early
urban
construction.
Data
from
220
projects,
spanning
2015
2024
located
North
America,
Europe,
Asia,
were
analyzed.
These
had
values
between
$50
million
$2
billion
USD.
The
approach
combined
Principal
Component
Analysis
GBDT,
handling
47
variables
related
across
six
different
areas.
To
test
the
model,
5-fold
cross-validation
was
used,
along
with
temporal
validation,
which
involved
setting
aside
most
recent
20%
of
projects.
GBDT
model
reached
an
overall
accuracy
87.3%.
It
outperformed
traditional
methods
by
23%.
ability
detect
on
improved
significantly,
45%
78%,
this
led
average
cost
reduction
12.4%.
Technical
highest
accuracy,
at
89.4%,
while
resource
optimization
saw
25.7%
improvement
equipment
use.
learning-based
is
considered
significantly
improve
management.
offers
better
earlier
detection,
savings,
suggesting
it
could
be
widely
used
BMC Plant Biology,
Journal Year:
2025,
Volume and Issue:
25(1)
Published: Jan. 2, 2025
This
study
explored
how
exogenous
silicon
(Si)
affects
growth
and
salt
resistance
in
maize.
The
maize
was
cultivated
sand-filled
pots,
incorporating
varied
stress
(NaCl)
treatments.
Silicon
applied
at
0,
2,
4,
6,
8
mM,
induced
using
60
and120
mM
concentrations.
Soil
salinity
triggers
a
range
of
physiochemical
abnormalities,
often
leading
to
arrest
and,
eventually,
the
demise
susceptible
plants.
significantly
reduced
total
chlorophyll
content
(12.58–33.14%),
antioxidant
enzymes,
notably
SOD
(32–46%),
POD
(10.33–18.48%),
CAT
(10.05–13.19%).
In
contrast,
increased
secondary
metabolites,
including
phenols
(49.11–66.35%.),
flavonoids
(220.99–280.36%),
anthocyanin
(50.04–58.6%).
Adding
under
absorption
Na+
by
6.69%,
20.7%,
41.12%,
34.28%,
respectively,
compared
their
respective
controls.
Additionally,
applying
Si
enhanced
enzymes
such
as
(50.57%),
(15.58%),
(10.06%)
ratio
(21.32%).
application
positively
impacted
nearly
all
physiological
features,
indicating
it
helps
mitigate
against
salinity.
achieved
regulating
various
indicators,
where
anthocyanin,
ascorbic
acid,
phenols,
flavonoids,
increased.
Natural Resources Research,
Journal Year:
2024,
Volume and Issue:
33(2), P. 539 - 570
Published: Jan. 31, 2024
Abstract
The
increasing
need
for
indium
in
photovoltaic
technologies
is
set
to
exceed
available
supply.
Current
estimates
suggest
only
25%
of
global
solar
cell
demand
can
be
met,
posing
a
significant
challenge
the
energy
transition.
Using
WORLD7
model,
this
study
evaluated
sustainability
production
and
overall
market
model
considers
both
mass
balance
dynamic
interplay
supply–demand
determining
prices.
It
estimated
that
total
312,000
tons
extracted.
However,
primary
hindrance
supply
availability
extraction
opportunities
necessary
infrastructure.
Unless
we
improve
capacity,
may
face
shortages,
hindering
advancement
pivotal
technologies.
A
concern
observed
insufficient
rate
recycling.
Boosting
could
greatly
alleviate
pressures.
Projections
indicate
will
reach
its
peak
between
2025
2030,
while
panels
due
shortages
anticipated
around
2090,
with
an
installed
capacity
1200
GW.
Thus,
growth
lag
behind
actual
demand.
For
sustainable
future,
understanding
role
essential
metals
like
crucial.
European
Environment
Agency
(EEA)
introduced
four
“imaginaries”
depicting
visions
Europe
by
2050
(SE2050),
each
representing
unique
future
within
specific
parameters.
Currently,
heavily
dependent
on
imports
tech
has
limited
recycling
capabilities,
putting
it
at
disadvantage
context.
To
achieve
sustainability,
there
improved
infrastructure
extraction,
recycling,
conservation
such
as
indium.
These
resources
are
crucial
realizing
Europe’s
objectives.
Furthermore,
these
wider
overarching
strategies
vital
envisioning
Union
2050,
depicted
Imaginaries.
Fermentation,
Journal Year:
2024,
Volume and Issue:
10(6), P. 315 - 315
Published: June 14, 2024
The
global
food
production
system
faces
several
challenges,
including
significant
environmental
impacts
due
to
traditional
agricultural
practices.
rising
demands
of
consumers
for
products
that
are
safe,
healthy,
and
have
animal
welfare
standards
led
an
increased
interest
in
alternative
proteins
the
development
cellular
agriculture
field.
Within
this
innovative
field,
precision
fermentation
has
emerged
as
a
promising
technological
solution
produce
with
reduced
ecological
footprints.
This
review
provides
summary
related
current
production,
explores
how
can
contribute
address
these
issues.
Additionally,
we
report
on
main
animal-derived
produced
by
fermentation,
particular
focus
those
used
nutraceutical
industries.
general
principles
will
be
explained,
strain
bioprocess
optimization.
Examples
efficient
recombinant
protein
bacteria
yeasts,
such
milk
proteins,
egg-white
structural
flavoring
also
addressed,
along
case
examples
companies
producing
at
commercial
scale.
Through
examples,
explore
supports
sustainable
holds
potential
innovations
sector.
Catalysts,
Journal Year:
2025,
Volume and Issue:
15(4), P. 357 - 357
Published: April 6, 2025
The
catalytic
esterification
of
levulinic
acid
(LA)
to
methyl
levulinate
(ML)
was
investigated
using
copper
molybdate
(Cu3(MoO4)2(OH)2)
as
a
heterogeneous
catalyst.
catalyst,
synthesized
via
chemical
precipitation,
exhibited
monoclinic
structure
with
self-assembled
nanoplates
forming
spherical
mesostructures.
Structural
characterization
confirmed
its
high
crystallinity,
while
textural
analysis
revealed
BET
surface
area
70.55
m2
g−1
pore
sizes
in
the
nanometric
range
(1–6
nm).
performance
systematically
evaluated
under
varying
reaction
conditions,
including
temperature,
catalyst
dosage,
time,
methanol-to-LA
molar
ratio,
alcohol
type,
and
reusability.
Optimal
conversion
99.3%
achieved
at
100
°C,
1:20
5%
loading,
time
4
h.
Comparative
other
catalysts
demonstrated
superior
efficiency
stability
Cu3(MoO4)2(OH)2,
minimal
activity
loss
over
four
reuse
cycles
(final
77.1%).
Mechanistic
insights
suggest
that
is
attributed
Lewis
Brønsted
sites,
facilitating
efficient
esterification.
This
study
underscores
potential
sustainable
recyclable
for
biofuel
additive
synthesis,
advancing
green
chemistry
strategies
biomass
valorization.
World,
Journal Year:
2023,
Volume and Issue:
4(3), P. 509 - 527
Published: Aug. 11, 2023
Homo
sapiens
has
evolved
to
reproduce
exponentially,
expand
geographically,
and
consume
all
available
resources.
For
most
of
humanity’s
evolutionary
history,
such
expansionist
tendencies
have
been
countered
by
negative
feedback.
However,
the
scientific
revolution
use
fossil
fuels
reduced
many
forms
feedback,
enabling
us
realize
our
full
potential
for
exponential
growth.
This
natural
capacity
is
being
reinforced
growth-oriented
neoliberal
economics—nurture
complements
nature.
Problem:
human
enterprise
a
‘dissipative
structure’
sub-system
ecosphere—it
can
grow
maintain
itself
only
consuming
dissipating
energy
resources
extracted
from
its
host
system,
ecosphere,
discharging
waste
back
into
host.
The
population
increase
one
eight
billion,
>100-fold
expansion
real
GWP
in
just
two
centuries
on
finite
planet,
thus
propelled
modern
techno-industrial
society
state
advanced
overshoot.
We
are
polluting
biophysical
basis
own
existence.
Climate
change
best-known
symptom
overshoot,
but
mainstream
‘solutions’
will
actually
accelerate
climate
disruption
worsen
Humanity
exhibiting
characteristic
dynamics
one-off
boom–bust
cycle.
global
economy
inevitably
contract
humanity
suffer
major
‘correction’
this
century.
The
global
food
production
system
faces
several
challenges,
including
significant
environmental
impacts
due
to
traditional
agricultural
practices.
rising
demands
of
consumers
for
products
that
are
safe,
healthy,
and
have
animal
welfare
standards
led
an
increased
interest
in
alternative
proteins
the
development
cellular
agriculture
field.
Within
this
innovative
field,
precision
fermentation
emerges
as
a
promising
technological
solution
produce
with
reduced
ecological
footprints.
This
review
provides
summary
related
current
production,
explore
how
can
contribute
address
these
issues.
Additionally,
we
will
report
on
main
animal-derived
produced
by
fermentation,
particular
focus
those
used
nutraceutical
industries.
general
principles
be
explained,
strain
bioprocess
optimization.
Examples
efficient
recombinant
protein
bacteria
yeasts,
such
milk
proteins,
egg-white
structural
flavoring
also
addressed,
along
case
examples
companies
producing
commercial
scale.
Through
examples,
supports
sustainable
holds
potential
innovations
sector.
Journal of Cleaner Production,
Journal Year:
2024,
Volume and Issue:
460, P. 142608 - 142608
Published: May 18, 2024
With
the
ongoing
rapid
growth
of
human
population,
industrial
development
mass
insect
rearing
for
feed
and
food
is
gaining
momentum.
This
approach
has
proved
to
be
a
more
efficient
effective
alternative
traditional
livestock
produce
animal
protein.
In
this
context,
Tenebrio
molitor
production
sector
emerges
as
highly
promising
in
edible
market,
being
among
most
commonly
bred
species
large-scale
industry.
A
recent
modification
European
regulatory
framework
matter
authorized
insect-produced
pigs
poultry,
which
will
boost
creation
new
industries,
resulting
huge
quantities
frass,
excrement,
that
could
valorized.
by-product
holds
substantial
amounts
nutrients
advantageous
microorganisms
have
enormous
potential
organic
farming.
It
typically
exhibits
high
content
an
abundance
essential
like
nitrogen
(N),
phosphorus
(P),
potassium
(K),
alongside
narrow
carbon
(C)
(N)
ratio.
addition
providing
plants
with
macronutrients,
frass
been
discovered
soil
microbial
biomass
introduce
biomolecules
microbes
foster
plant
growth.
The
study
utilizing
sustainable
agriculture
relatively
actively
researched
field
years.
By
conducting
comprehensive
review
peer
reviewed
papers,
article
highlights
advantages
associated
effects
its
use
fertilizer.
Among
these,
effect
(1)
promoter
productivity
enhancer
(2)
phytofortifyer
against
biotic
abiotic
stresses,
underlined
studies.
regard
promoting
effect,
it
observed
depend
very
much
on
dose
type
crop,
remarkably
favourable
results
many
tests
carried
out.
Hence,
derived
from
yellow
mealworm
food,
serve
important
potent
source
fertilizer
intensive
horticultural
crops
or
high-value
woody
crops,
contributing
agriculture,
can
decrease
conventional
synthetic
agrochemicals.
Abstract
This
book
is
an
example
of
applying
the
feminist
perspective
in
philosophy,
ethics,
and
bioethics
to
consideration
future
human
space
missions.
Feminism
a
thought
that
rarely
present
reflection
on
focuses
bioethical
issues
may
arise
long-term
long-distance
The
are
primarily
enhancement
reproduction
space.
Applying
makes
it
possible
see
potential
risks
not
usually
raised
by
nonfeminist
bioethics.
points
out
consequences
missions
for
traditionally
marginalized
excluded
groups,
such
as
women,
nonwhites,
people
with
disabilities,
indigenous
people,
sexually
nonbinary.
In
manner
appropriate
feminism,
discusses
ethical
using
explanatory
categories
sex
gender,
power,
oppression,
discrimination,
domination,
exclusion.
offers
broad
perspective,
going
beyond
wider
context
includes
global
situation
world.
intersectional
highlighting
dangers
overlapping
different
types
oppression
discrimination.
While
most
attention
given
women
their
space,
particularly
reproductive
rights,
considerable
other
including
disabled.
aims
sensitize
us
need
recognize
our
activities
inequality
exclusion
be
replicated