Celem
ogólnym
jest
ocena
możliwości
zastosowania
hybrydowego
systemu
monitorowania
gospodarstw
rolnych
i
ich
wpływu
na
środowisko,
natomiast
szczegółowe
obejmowały
ocenę
typowania
klas
presji
oraz
o
różnej
specjalizacji
środowisko
z
wykorzystaniem
Systemu
Szybkiej
Identyfikacji,
spójności
wewnętrznej
rzetelności
pomiaru
proponowanego
monitoringu
trendów
zmian,
zachodzących
w
gospodarstwach
indywidualnych
czasie.
Badaniami
objęto
1226
rolnych,
zróżnicowanych
pod
względem
obszarowym,
struktury
gruntów
specjalizacji.
Dane
zostały
zebrane
bezpośrednio
autorskiej
ankiety
dotyczyły
lat
2001–2019.
Gospodarstwa
zlokalizowane
były
717
miejscowościach,
270
gminach
14
województwach.
Poddano
je
ocenie
bonitacyjnej
podstawie
Identyfikacji
(SSI).
Analizy
oparto
dwóch
wyróżnionych
systemie
modułach
–
produkcyjnym
techniczno-technologicznym.
W
pracy
wytypowano
klasy
grupy
określonej
metodą
TOPSIS,
przeanalizowano
spójność
skal
cząstkowych
wykorzystywanych
SSI.
Oceniono
również
jednorodność
modułów
(analizy
wielowymiarowe).
Podziału
wykonano
użyciem
uczenia
maszynowego
(machine
learning),
przy
wykorzystaniu
sztucznej
sieć
neuronowej
(tzw.
klasyfikator
Kohonena).
Uzyskane
wyniki
dla
obu
syntetycznego
wskaźnika
SSI
poddano
analizie
zmian
czasie,
przyjętych
czterech
okresach,
wynikających
realizacji
tzw.
Programów
działań.
Na
przeprowadzonych
badań
wyróżniono
presji.
Selektywna
analiza
pokazała,
że
można
analizować
oddzielnie,
wskazując
problemy
obrębie
jednego
modułów.
Szczegółowa
grup
specjalizacyjnych
(w
16
grup),
zarówno
metody
TOPSIS
jak
sztucznych
sieci
neuronowych,
wskazuje
wysoką
presję
specjalizujących
się
chowie
lub
hodowli
bydła
(GB)
niską
obsadą
inwentarza
(G
≤0,15
DJP·ha–1).
Szansa
wysoki
wynik,
szczególnie
module
środowiskowym,
wzrastała
również,
jeśli
gospodarstwo
specjalizowało
drobiu
(GD).
wykazała,
zaproponowany
system,
charakteryzuje
spójnością
wewnętrzną
jego
modułach.
Każda
inwentaryzowanych
ma
podobne
znaczenie
SSI,
a
wskazują,
wskaźnik
ten
mierzy
jednorodnie.
Przeprowadzone
badania
wykazały,
nie
stworzyć
podziału
lepszego
niż
dwa
moduły
produkcyjny
tech-tech.
Zdolność
do
wykonywania
spójnych
pomiarów
oceny
trafności
precyzji
interpretacji
danych
kształtuje
więc
zadowalającym
poziomie.
wykonanych
analiz
stwierdzić,
parametry
modułu
środowiskowego
mają
większy
wpływ
różnicowanie
gospodarstw,
ale
tech-tech
kształtują
szerszym
zakresie.
Wyniki
opierają
różnych
miarach,
co
świadczy
komplementarności
systemu.
uzyskanych
wyników
wnioskować,
system
sprawdza
analizach
czasowych
pewne
trendy
rolnych.
Global Change Biology,
Journal Year:
2024,
Volume and Issue:
30(2)
Published: Feb. 1, 2024
Abstract
Maintaining
or
even
increasing
crop
yields
while
reducing
nitrous
oxide
(N
2
O)
emissions
is
necessary
to
reconcile
food
security
and
climate
change,
the
metric
of
yield‐scaled
N
O
emission
(i.e.,
per
unit
yield)
at
present
poorly
understood.
Here
we
conducted
a
global
meta‐analysis
with
more
than
6000
observations
explore
variation
patterns
controlling
factors
for
maize,
wheat
rice
associated
potential
mitigation
options.
Our
results
showed
that
average
across
all
available
data
followed
order
(322
g
Mg
−1
,
95%
confidence
interval
[CI]:
301–346)
>
maize
(211
CI:
198–225)
(153
144–163).
Yield‐scaled
individual
crops
were
generally
higher
in
tropical
subtropical
zones
temperate
zones,
also
trend
towards
lower
intensities
from
low
high
latitudes.
This
was
better
explained
by
climatic
edaphic
fertilizer
management,
their
combined
effect
predicted
70%
variance.
Furthermore,
our
analysis
significant
decrease
use
efficiency
production
systems
cereal
>10
ha
(maize),
6.6
(wheat)
6.8
(rice),
respectively.
highlights
indicators
can
be
used
as
valuable
proxies
reconciling
trade‐offs
between
mitigation.
For
three
major
staple
crops,
fertilization
up
30%,
optimizing
timing
placement
application
using
enhanced‐efficiency
fertilizers
significantly
reduced
similar
yields.
data‐driven
assessment
provides
some
key
guidance
developing
effective
targeted
adaptation
strategies
sustainable
intensification
production.
Agronomy,
Journal Year:
2024,
Volume and Issue:
14(3), P. 490 - 490
Published: Feb. 28, 2024
Crop
straw
and
N
fertilizer
applications
impact
paddy
rice
yield
greenhouse
gas
(GHG)
emissions.
However,
their
interactive
effects
have
not
been
well
documented.
This
study
investigated
the
of
(S),
no
incorporation
(NS),
three
levels
fertilization
rates
(N0,
N1,
N2)
on
single
(SR),
double
(DR),
rice-wheat
(RW)
cropping
systems.
Straw
significantly
increased
total
CH4
emissions
by
118.6%,
8.0%,
79.0%
in
SR,
DR,
RW,
respectively,
compared
to
NS.
The
GHG
DR
are
72.6%
83.5%
higher
than
those
RW
respectively.
Compared
NS,
yield-scaled
27.8%,
15.0%,
89.0%
with
application
average
over
N1
N2
39.4%,
50.0%,
6.7%
There
was
a
significant
correlation
between
methyl
coenzyme
M
reductase
(mcrA)
rSR
=
0.87
(p
<
0.05)
rRW
0.85
0.05),
except
rDR
0.06
>
0.05).
scientifically
supports
combined
moderate
rate
rice-based
systems
maintain
high
yields
mitigate
Frontiers in Microbiology,
Journal Year:
2025,
Volume and Issue:
16
Published: April 28, 2025
Sustainable
soil
health
management
is
pivotal
for
advancing
agricultural
productivity
and
ensuring
global
food
security.
This
review
comprehensively
evaluates
the
effects
of
mineral-organic
fertilizer
ratios
on
microbial
communities,
enzymatic
dynamics,
functional
gene
abundance,
holistic
health.
By
integrating
bioinformatics,
enzyme
activity
assays,
metagenomic
analyses,
we
demonstrate
that
balanced
fertilization
significantly
enhances
diversity,
community
stability,
resilience
against
environmental
stressors.
Specifically,
synergistic
application
mineral
organic
fertilizers
elevates
β
-glucosidase
urease
activities,
accelerating
matter
decomposition
nutrient
cycling
while
modulating
taxa
critical
transformation
pathogen
suppression.
Notably,
replacing
20–40%
with
alternatives
mitigates
risks
such
as
greenhouse
gas
emissions
leaching
sustaining
crop
yields.
dual
approach
improves
structure,
boosts
water
retention
capacity,
increases
biomass
by
20–30%,
fostering
long-term
fertility.
Field
trials
reveal
yield
25–40%
in
crops
like
rice
maize
under
combined
fertilization,
alongside
enhanced
carbon
(110.6%)
nitrogen
content
(59.2%).
The
findings
underscore
necessity
adopting
region-specific,
strategies
to
optimize
ecological
sustainability
productivity.
Future
research
should
prioritize
refining
frameworks
through
interdisciplinary
approaches,
addressing
soil-crop-climate
interactions,
scaling
these
practices
diverse
agroecosystems.
aligning
policies
principles,
stakeholders
can
safeguard
health—a
cornerstone
human
wellbeing—while
securing
resilient
systems
future
generations.
GCB Bioenergy,
Journal Year:
2023,
Volume and Issue:
16(1)
Published: Dec. 18, 2023
Abstract
The
application
of
biochar
and
nitrogen
fertilizer
can
increase
rice
yield,
soil
organic
carbon
(SOC)
storage
reduce
greenhouse
gas
(GHG)
emissions.
However,
few
studies
have
systematically
evaluated
the
footprint
(CF)
net
ecosystem
economic
benefits
(NEEB)
paddy
ecosystems
under
long‐term
fertilizer.
Here,
life
cycle
assessment
method
was
used
to
quantify
CF
NEEB
fields
different
rates
in
7
years.
Three
0
(B0),
4.5
(B1)
13.5
t
ha
−1
year
(B2)
two
(N0)
300
kg
(N)
were
set.
results
showed
that
B2
significantly
increased
methane
(CH
4
)
emission
by
38%,
decreased
nitrous
oxide
(N
2
O)
29%,
global
warming
potential
27%
compared
with
B0.
Besides
that,
ΔC
SOC
87%–173%
reduced
1.6–1.8
Mg
CO
eq
.
Among
them,
CH
N
O
emissions
contributed
46%–95%
total
GHG
emissions,
production
transportation
17%–52%
Nitrogen
yield
85%
N0,
which
could
bring
largest
NEEB.
Biochar
had
a
negative
influence
on
regardless
application.
This
might
be
attributable
fact
gains
from
caused
cannot
outweigh
high
cost
biochar.
These
suggest
improve
sequestration
CF,
but
also
effect
filed.
Frontiers in Soil Science,
Journal Year:
2024,
Volume and Issue:
4
Published: May 21, 2024
In
paddy
soils,
excessive
application
of
N
fertilizer
often
results
in
substantial
losses
due
to
low
utilization
efficiency.
However,
this
condition
can
be
mitigated
by
enhancing
soil
organic
carbon
content.
Two-year
field
experiment
was
carried
out
at
Mkula
Irrigation
Scheme
Kilombero
Valley,
Tanzania
with
the
aim
investigating
impact
Azolla,
rice
straw
incorporation
and
reduced
levels
nitrogen
input
from
NPKS-containing
fertilizers
on
use
efficiency,
chemical
properties
grain
yield.
Assuming
that
technology
will
introduce
a
novel
perspective
research,
shedding
light
alternative
potentially
more
sustainable
methods
for
management
it
particularly
relevant
sub-Saharan
Africa,
where
annual
cost
is
expected
continue
rising.
The
treatments
involved
absolute
control,
half
dose
(50
kg
ha
-1
),
full
(100
combination
these
doses
PKS,
dry
Azolla
(3.4
t
)
(6.9
through
omission
approach.
experimental
area
sandy
clay
loam
texture,
very
strongly
acid
(pH
4.8),
normal
electrical
conductivity
(0.06
dS
m
amounts
recorded
(1.35%),
total
(0.33%),
0.68
mg
−1
available
P,
exchangeable
potassium
(0.15
cmol
(+)
calcium
(0.19
sodium
percentage
(3.75%),
cation
exchange
capacity
(1.6
).
showed
+100
+
30
P
K
20
S
resulted
higher
yield,
uptake
agronomic
efficiency
N.
being
an
effective
biofertilizer,
significantly
contributes
fixation
enrichment.
Interestingly,
study
demonstrates
co-application
straw,
50%
achieving
high
yields,
minimizing
over-dependence
fertilizer,
agricultural
development,
environmental
conservation.
Agronomy,
Journal Year:
2023,
Volume and Issue:
13(5), P. 1304 - 1304
Published: May 6, 2023
Biochar
application
has
been
confirmed
as
an
efficient
way
to
increase
the
productivity
of
agricultural
system.
However,
potential
biochar
combined
with
reducing
fertilization
on
yield,
and
fertilizer
utilization
efficiency
rice
(Oryza
sativa)
farming
system
acidic
soil
remains
be
further
studied.
Field
micro-plot
experiments
two
factors
were
performed
in
2018
2019
evaluate
responses
yield
nutrient
(60,
80,
100
t/ha)
reduction
(70%,
85%,
standard
doses
N-P-K
fertilizer).
Taoyouxiangzhan
Taiyou
553
used
late
growing
season
2019,
respectively.
The
results
showed
that
compared
control
without
adding
under
fertilization,
70%
had
no
negative
effects
N,
P,
K
accumulation
after
application.
increased
partial
fertilizers
was
decreased.
agronomic
significantly
applications
fertilizer.
In
both
years,
micro-plots
highest
N
P
physiological
efficiency,
well
2019.
Compared
different
combinations
by
34.24~75.48%,
27.44~84.84%,
78.52~166.70%,
To
sum
up,
can
partially
substitute
for
production
acid
paddy
fields
southern
China.
When
amount
added
is
≥60
t/ha,
still
ensure
absorption
rice,
improve
stable
rice.