Paper · 2023 · Agricultural Water Management

Multi-objective decision-making for efficient utilization of water and fertilizer in paddy fields: A case study in Southern China

Keji Hua; Jun He; Bin Liao; et al.

15
claims
29
verbatim quotes
10
citations
3
research areas
✓
Open access · cc-by

Abstract

Effective water and fertilizer management modes (WFMMs) are crucial for mitigating non-point source pollution, enhancing grain quality, and improving resource utilization in paddy fields. Nevertheless, screening WFMMs that can effectively synergize these benefits is challenging, particularly in the wake of climate change. A two-year lysimeter experiment was conducted to investigate the effects of WFMMs on water balance components, nitrogen and phosphorus loss loads, grain yield and quality, and nitrogen utilization efficiency. Four treatments were established, including flooding irrigation (FI) and alternate wetting and drying irrigation (AWD), paired with conventional fertilizers (CF) and sulfur-coated fertilizer (SCF). A multi-criteria evaluation framework was developed to assess the potential values of WFMMs under diverse hydrological conditions using the vertical and horizontal scattering degree method. The results indicated that the AWD regime increased irrigation and drainage by approximately 8% compared to CF during the wet season, while reducing irrigation, percolation, and augmenting capillary rise during the dry season. Irrigation had not a significant effect on rice yield and quality. Compared to CF, AWD significantly increased nitrogen accumulation at maturity and nitrogen recovery efficiency by 20% and 31% on average. The SCF had a significant effect on the nitrogen accumulation at maturity, nitrogen recovery efficiency, N partial factor productivity, yield (increased 8–9% across two years), and protein content (increased ∼8% across two years), but at the cost of higher leachate concentration when compared to CF. Integration of AWD and SCF treatments demonstrates the potential for improved water productivity, yield, and nitrogen utilization efficiency, along with an enhanced ability to purify pollutants. The vertical and horizontal scattering degree method assessment showed that the AWD+SCF treatment exhibits superior performance in water saving, pollution reduction, yield and quality, and nitrogen efficient utilization, which was amplified during the dry season. These findings offer novel perspectives for optimizing WFMMs under varying hydrological conditions in hilly areas of Southern China.

Abstract from the paper’s OpenAlex record; open copy licensed cc-by. Read at the source ↗

The text the model read, with the source record’s inline markup (italics, sub- and superscripts) rendered and its character entities decoded; quote offsets refer to the raw text.

Claims 15

Intervention effectobservedoriginal resultno effectnot significant (as stated)measured

Claim · model-written summary

Irrigation had no significant effect on rice yield and quality.

Treatment
Irrigatione0
Outcome
rice yield and qualitye0
Direction
not a significant effecte0

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

e0

“Irrigation had not a significant effect on rice yield and quality.”

✓ located verbatim in the source · abstract, characters 1148–1214 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

AWD increased irrigation during the wet season.

Treatment
AWD regimee0
Outcome
irrigatione0
Direction
increasede0
Value
approximately 8%e0
Qualifier
wet seasone0
Comparator
CFe0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

e0

“The results indicated that the AWD regime increased irrigation and drainage by approximately 8% compared to CF during the wet season, while reducing irrigation, percolation, and augmenting capillary rise during the dry season.”

✓ located verbatim in the source · abstract, characters 921–1147 · show in text ↑
e1

“rice yield and quality”

✓ located verbatim in the source · abstract, characters 1191–1213 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

AWD increased drainage during the wet season.

Treatment
AWD regimee0
Outcome
drainagee0
Direction
increasede0
Value
approximately 8%e0
Qualifier
wet seasone0
Comparator
CFe0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

e0

“The results indicated that the AWD regime increased irrigation and drainage by approximately 8% compared to CF during the wet season, while reducing irrigation, percolation, and augmenting capillary rise during the dry season.”

✓ located verbatim in the source · abstract, characters 921–1147 · show in text ↑
e1

“rice yield and quality”

✓ located verbatim in the source · abstract, characters 1191–1213 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

AWD reducing irrigation during the dry season.

Treatment
AWD regimee0
Outcome
irrigatione0
Direction
reducinge0
Qualifier
dry seasone0

Not reportedComparatorValue

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

e0

“The results indicated that the AWD regime increased irrigation and drainage by approximately 8% compared to CF during the wet season, while reducing irrigation, percolation, and augmenting capillary rise during the dry season.”

✓ located verbatim in the source · abstract, characters 921–1147 · show in text ↑
e1

“rice yield and quality”

✓ located verbatim in the source · abstract, characters 1191–1213 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

AWD reducing percolation during the dry season.

Treatment
AWD regimee0
Outcome
percolatione0
Direction
reducinge0
Qualifier
dry seasone0

Not reportedComparatorValue

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

e0

“The results indicated that the AWD regime increased irrigation and drainage by approximately 8% compared to CF during the wet season, while reducing irrigation, percolation, and augmenting capillary rise during the dry season.”

✓ located verbatim in the source · abstract, characters 921–1147 · show in text ↑
e1

“rice yield and quality”

✓ located verbatim in the source · abstract, characters 1191–1213 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

AWD augmenting capillary rise during the dry season.

Treatment
AWD regimee0
Outcome
capillary risee0
Direction
augmentinge0
Qualifier
dry seasone0

Not reportedComparatorValue

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

e0

“The results indicated that the AWD regime increased irrigation and drainage by approximately 8% compared to CF during the wet season, while reducing irrigation, percolation, and augmenting capillary rise during the dry season.”

✓ located verbatim in the source · abstract, characters 921–1147 · show in text ↑
e1

“rice yield and quality”

✓ located verbatim in the source · abstract, characters 1191–1213 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

AWD significantly increased nitrogen accumulation at maturity by 20% versus CF.

Treatment
AWDe0
Outcome
nitrogen accumulation at maturitye0
Direction
increasede0
Value
20%e0
Comparator
CFe0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

e0

“Compared to CF, AWD significantly increased nitrogen accumulation at maturity and nitrogen recovery efficiency by 20% and 31% on average.”

✓ located verbatim in the source · abstract, characters 1215–1352 · show in text ↑
e1

“rice yield and quality”

✓ located verbatim in the source · abstract, characters 1191–1213 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

AWD significantly increased nitrogen recovery efficiency by 31% versus CF.

Treatment
AWDe0
Outcome
nitrogen recovery efficiencye0
Direction
increasede0
Value
31%e0
Comparator
CFe0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

e0

“Compared to CF, AWD significantly increased nitrogen accumulation at maturity and nitrogen recovery efficiency by 20% and 31% on average.”

✓ located verbatim in the source · abstract, characters 1215–1352 · show in text ↑
e1

“rice yield and quality”

✓ located verbatim in the source · abstract, characters 1191–1213 · show in text ↑
Intervention effectobservedoriginal resultsignificant (as stated)measured

Claim · model-written summary

SCF significantly affected nitrogen accumulation at maturity relative to CF; direction was unstated.

Treatment
SCFe0
Outcome
nitrogen accumulation at maturitye0
Comparator
CFe0

Not reportedDirection

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

e0

“The SCF had a significant effect on the nitrogen accumulation at maturity, nitrogen recovery efficiency, N partial factor productivity, yield (increased 8–9% across two years), and protein content (increased ∼8% across two years), but at the cost of higher leachate concentration when compared to CF.”

✓ located verbatim in the source · abstract, characters 1353–1653 · show in text ↑
e1

“rice yield and quality”

✓ located verbatim in the source · abstract, characters 1191–1213 · show in text ↑
Intervention effectobservedoriginal resultsignificant (as stated)measured

Claim · model-written summary

SCF significantly affected nitrogen recovery efficiency relative to CF; direction was unstated.

Treatment
SCFe0
Outcome
nitrogen recovery efficiencye0
Comparator
CFe0

Not reportedDirection

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

e0

“The SCF had a significant effect on the nitrogen accumulation at maturity, nitrogen recovery efficiency, N partial factor productivity, yield (increased 8–9% across two years), and protein content (increased ∼8% across two years), but at the cost of higher leachate concentration when compared to CF.”

✓ located verbatim in the source · abstract, characters 1353–1653 · show in text ↑
e1

“rice yield and quality”

✓ located verbatim in the source · abstract, characters 1191–1213 · show in text ↑
Intervention effectobservedoriginal resultsignificant (as stated)measured

Claim · model-written summary

SCF significantly affected N partial factor productivity relative to CF; direction was unstated.

Treatment
SCFe0
Outcome
N partial factor productivitye0
Comparator
CFe0

Not reportedDirection

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

e0

“The SCF had a significant effect on the nitrogen accumulation at maturity, nitrogen recovery efficiency, N partial factor productivity, yield (increased 8–9% across two years), and protein content (increased ∼8% across two years), but at the cost of higher leachate concentration when compared to CF.”

✓ located verbatim in the source · abstract, characters 1353–1653 · show in text ↑
e1

“rice yield and quality”

✓ located verbatim in the source · abstract, characters 1191–1213 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

SCF increased yield by 8–9% over two years compared with CF.

Treatment
SCFe0
Outcome
yielde0
Direction
increasede0
Value
8–9%e0
Qualifier
across two yearse0
Comparator
CFe0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

e0

“The SCF had a significant effect on the nitrogen accumulation at maturity, nitrogen recovery efficiency, N partial factor productivity, yield (increased 8–9% across two years), and protein content (increased ∼8% across two years), but at the cost of higher leachate concentration when compared to CF.”

✓ located verbatim in the source · abstract, characters 1353–1653 · show in text ↑
e1

“rice yield and quality”

✓ located verbatim in the source · abstract, characters 1191–1213 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

SCF increased protein content by ∼8% over two years compared with CF.

Treatment
SCFe0
Outcome
protein contente0
Direction
increasede0
Value
∼8%e0
Qualifier
across two yearse0
Comparator
CFe0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

e0

“The SCF had a significant effect on the nitrogen accumulation at maturity, nitrogen recovery efficiency, N partial factor productivity, yield (increased 8–9% across two years), and protein content (increased ∼8% across two years), but at the cost of higher leachate concentration when compared to CF.”

✓ located verbatim in the source · abstract, characters 1353–1653 · show in text ↑
e1

“rice yield and quality”

✓ located verbatim in the source · abstract, characters 1191–1213 · show in text ↑
Intervention effectobservedoriginal resultnegativesignificant (as stated)measured

Claim · model-written summary

SCF produced higher leachate concentration than CF.

Treatment
SCFe0
Outcome
leachate concentratione0
Direction
highere0
Comparator
CFe0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

e0

“The SCF had a significant effect on the nitrogen accumulation at maturity, nitrogen recovery efficiency, N partial factor productivity, yield (increased 8–9% across two years), and protein content (increased ∼8% across two years), but at the cost of higher leachate concentration when compared to CF.”

✓ located verbatim in the source · abstract, characters 1353–1653 · show in text ↑
e1

“rice yield and quality”

✓ located verbatim in the source · abstract, characters 1191–1213 · show in text ↑
Method / resourceobservedoriginal resultpositivemeasured

Claim · model-written summary

The assessment ranked AWD+SCF superior for water saving, pollution reduction, yield and quality, and nitrogen utilization, especially in the dry season.

Treatment
AWD+SCF treatmente0
Outcome
superior performance in water saving, pollution reduction, yield and quality, and nitrogen efficient utilizatione0
Qualifier
amplified during the dry seasone0

Not reportedComparatorValue

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

e0

“The vertical and horizontal scattering degree method assessment showed that the AWD+SCF treatment exhibits superior performance in water saving, pollution reduction, yield and quality, and nitrogen efficient utilization, which was amplified during the dry season.”

✓ located verbatim in the source · abstract, characters 1849–2112 · show in text ↑
e1

“rice yield and quality”

✓ located verbatim in the source · abstract, characters 1191–1213 · show in text ↑

fertilization · quality: protein · Oryza sativa (rice)Results differ

126 papers: 114 positive, 12 negative or no effect

113 papers in the same direction as this paper · 11 in the opposite direction · 1 reporting no difference from an alternative

  1. positive
  2. positive
  3. no effect

122 papers more in this group

See all 126 papers →

processing · nutrient: efficiency · Oryza sativa (rice)Positive and negative results

9 papers: 8 positive, 1 negative or no effect

7 papers in the same direction as this paper · 1 in the opposite direction

  1. negative
  2. positive
  3. positive

5 papers more in this group

See all 9 papers →

irrigation · phenology · Oryza sativa (rice)Positive and negative results

11 papers: 7 positive, 4 negative or no effect

6 papers in the same direction as this paper · 4 in the opposite direction

  1. no effect
  2. negative
  3. negative

7 papers more in this group

See all 11 papers →

irrigation · quality: general · Oryza sativa (rice)Positive and negative results

21 papers: 16 positive, 5 negative or no effect

4 papers in the same direction as this paper · 16 in the opposite direction

  1. positive
  2. positive
  3. positive

17 papers more in this group

See all 21 papers →

irrigation · nutrient: efficiency · Oryza sativa (rice)Positive and negative results

36 papers: 32 positive, 4 negative or no effect

31 papers in the same direction as this paper · 2 in the opposite direction · 2 reporting no difference from an alternative

  1. no effect
  2. negative
  3. no effect

32 papers more in this group

See all 36 papers →

fertilization · molecular: metabolites · Oryza sativa (rice)Positive and negative results

219 papers: 199 positive, 20 negative or no effect

19 papers in the same direction as this paper · 199 in the opposite direction

  1. negative
  2. positive
  3. positive

215 papers more in this group

See all 219 papers →

fertilization · yield · Oryza sativa (rice)Positive and negative results

3,455 papers: 3,183 positive, 272 negative or no effect

3,182 papers in the same direction as this paper · 207 in the opposite direction · 65 reporting no difference from an alternative

  1. positive
  2. positive
  3. positive

3,451 papers more in this group

See all 3,455 papers →

Claims are grouped by organism, treatment and what was measured or targeted. A paper counts as positive when any of its claims in the group is positive.