Paper · 2021 · Agronomy

Optimizing Sowing Date and Planting Density Can Mitigate the Impacts of Future Climate on Maize Yield: A Case Study in the Guanzhong Plain of China

Fang Xu; Bin Wang; Chuan He; et al.

14
claims
30
verbatim quotes
25
citations
1
research areas
✓
Open access · cc-by

Abstract

We used the APSIM-Maize model to simulate maize potential yield (Yp) and rain-fed yield (Yw) when adaptation options of sowing date and planting density were adopted under Representative Concentration Pathway (RCP) 4.5 and 8.5 in the Guanzhong Plain of China. The results showed that Yp would decrease by 10.6–14.9% and 15.0–31.4% under RCP4.5 and RCP8.5 for summer maize, and 13.9–19.7% and 18.5–36.3% for spring maize, respectively. The Yw would decrease by 17.1–19.0% and 23.6–41.1% under RCP4.5 and RCP8.5 for summer maize, and 20.9–24.5% and 27.8–45.5% for spring maize, respectively. The loss of Yp and Yw could be reduced by 2.6–9.7% and 0–9.9%, respectively, under future climate for summer maize through countermeasures. For spring maize, the loss of Yp was mitigated by 14.0–25.0% and 2.0–21.8% for Yw. The contribution of changing sowing date and plant density on spring maize yield was more than summer maize, and the optimal adaptation options were more effective for spring maize. Additionally, the influences of changing sowing date and planting density on yields become weak as climate changes become more severe. Therefore, it is important to investigate the potential of other adaptation measures to cope with climate change in the Guanzhong Plain of 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 14

Associationobservedoriginal resultnegativeprojected

Claim · model-written summary

Potential yield of summer maize is projected to decrease by 10.6–14.9% under RCP4.5.

Taxon
maizeZea mayse0
Treatment
RCP4.5e1
Outcome
Ype1
Direction
decreasee1
Value
10.6–14.9%e1
Qualifier
summer maizee1
Setting
Guanzhong Plain of Chinae0

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

Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“We used the APSIM-Maize model to simulate maize potential yield (Yp) and rain-fed yield (Yw) when adaptation options of sowing date and planting density were adopted under Representative Concentration Pathway (RCP) 4.5 and 8.5 in the Guanzhong Plain of China”

✓ located verbatim in the source · abstract, characters 0–258 · show in text ↑
e1

“Yp would decrease by 10.6–14.9% and 15.0–31.4% under RCP4.5 and RCP8.5 for summer maize, and 13.9–19.7% and 18.5–36.3% for spring maize, respectively”

✓ located verbatim in the source · abstract, characters 284–433 · show in text ↑
Associationobservedoriginal resultnegativeprojected

Claim · model-written summary

Potential yield of summer maize is projected to decrease by 15.0–31.4% under RCP8.5.

Taxon
maizeZea mayse0
Treatment
RCP8.5e1
Outcome
Ype1
Direction
decreasee1
Value
15.0–31.4%e1
Qualifier
summer maizee1
Setting
Guanzhong Plain of Chinae0

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

Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“We used the APSIM-Maize model to simulate maize potential yield (Yp) and rain-fed yield (Yw) when adaptation options of sowing date and planting density were adopted under Representative Concentration Pathway (RCP) 4.5 and 8.5 in the Guanzhong Plain of China”

✓ located verbatim in the source · abstract, characters 0–258 · show in text ↑
e1

“Yp would decrease by 10.6–14.9% and 15.0–31.4% under RCP4.5 and RCP8.5 for summer maize, and 13.9–19.7% and 18.5–36.3% for spring maize, respectively”

✓ located verbatim in the source · abstract, characters 284–433 · show in text ↑
Associationobservedoriginal resultnegativeprojected

Claim · model-written summary

Potential yield of spring maize is projected to decrease by 13.9–19.7% under RCP4.5.

Taxon
maizeZea mayse0
Treatment
RCP4.5e1
Outcome
Ype1
Direction
decreasee1
Value
13.9–19.7%e1
Qualifier
spring maizee1
Setting
Guanzhong Plain of Chinae0

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

Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“We used the APSIM-Maize model to simulate maize potential yield (Yp) and rain-fed yield (Yw) when adaptation options of sowing date and planting density were adopted under Representative Concentration Pathway (RCP) 4.5 and 8.5 in the Guanzhong Plain of China”

✓ located verbatim in the source · abstract, characters 0–258 · show in text ↑
e1

“Yp would decrease by 10.6–14.9% and 15.0–31.4% under RCP4.5 and RCP8.5 for summer maize, and 13.9–19.7% and 18.5–36.3% for spring maize, respectively”

✓ located verbatim in the source · abstract, characters 284–433 · show in text ↑
Associationobservedoriginal resultnegativeprojected

Claim · model-written summary

Potential yield of spring maize is projected to decrease by 18.5–36.3% under RCP8.5.

Taxon
maizeZea mayse0
Treatment
RCP8.5e1
Outcome
Ype1
Direction
decreasee1
Value
18.5–36.3%e1
Qualifier
spring maizee1
Setting
Guanzhong Plain of Chinae0

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

Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“We used the APSIM-Maize model to simulate maize potential yield (Yp) and rain-fed yield (Yw) when adaptation options of sowing date and planting density were adopted under Representative Concentration Pathway (RCP) 4.5 and 8.5 in the Guanzhong Plain of China”

✓ located verbatim in the source · abstract, characters 0–258 · show in text ↑
e1

“Yp would decrease by 10.6–14.9% and 15.0–31.4% under RCP4.5 and RCP8.5 for summer maize, and 13.9–19.7% and 18.5–36.3% for spring maize, respectively”

✓ located verbatim in the source · abstract, characters 284–433 · show in text ↑
Associationobservedoriginal resultnegativeprojected

Claim · model-written summary

Rain-fed yield of summer maize is projected to decrease by 17.1–19.0% under RCP4.5.

Taxon
maizeZea mayse0
Treatment
RCP4.5e2
Outcome
Ywe2
Direction
decreasee2
Value
17.1–19.0%e2
Qualifier
summer maizee2
Setting
Guanzhong Plain of Chinae0

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

Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“We used the APSIM-Maize model to simulate maize potential yield (Yp) and rain-fed yield (Yw) when adaptation options of sowing date and planting density were adopted under Representative Concentration Pathway (RCP) 4.5 and 8.5 in the Guanzhong Plain of China”

✓ located verbatim in the source · abstract, characters 0–258 · show in text ↑
e2

“The Yw would decrease by 17.1–19.0% and 23.6–41.1% under RCP4.5 and RCP8.5 for summer maize, and 20.9–24.5% and 27.8–45.5% for spring maize, respectively”

✓ located verbatim in the source · abstract, characters 435–588 · show in text ↑
Associationobservedoriginal resultnegativeprojected

Claim · model-written summary

Rain-fed yield of summer maize is projected to decrease by 23.6–41.1% under RCP8.5.

Taxon
maizeZea mayse0
Treatment
RCP8.5e2
Outcome
Ywe2
Direction
decreasee2
Value
23.6–41.1%e2
Qualifier
summer maizee2
Setting
Guanzhong Plain of Chinae0

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

Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“We used the APSIM-Maize model to simulate maize potential yield (Yp) and rain-fed yield (Yw) when adaptation options of sowing date and planting density were adopted under Representative Concentration Pathway (RCP) 4.5 and 8.5 in the Guanzhong Plain of China”

✓ located verbatim in the source · abstract, characters 0–258 · show in text ↑
e2

“The Yw would decrease by 17.1–19.0% and 23.6–41.1% under RCP4.5 and RCP8.5 for summer maize, and 20.9–24.5% and 27.8–45.5% for spring maize, respectively”

✓ located verbatim in the source · abstract, characters 435–588 · show in text ↑
Associationobservedoriginal resultnegativeprojected

Claim · model-written summary

Rain-fed yield of spring maize is projected to decrease by 20.9–24.5% under RCP4.5.

Taxon
maizeZea mayse0
Treatment
RCP4.5e2
Outcome
Ywe2
Direction
decreasee2
Value
20.9–24.5%e2
Qualifier
spring maizee2
Setting
Guanzhong Plain of Chinae0

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

Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“We used the APSIM-Maize model to simulate maize potential yield (Yp) and rain-fed yield (Yw) when adaptation options of sowing date and planting density were adopted under Representative Concentration Pathway (RCP) 4.5 and 8.5 in the Guanzhong Plain of China”

✓ located verbatim in the source · abstract, characters 0–258 · show in text ↑
e2

“The Yw would decrease by 17.1–19.0% and 23.6–41.1% under RCP4.5 and RCP8.5 for summer maize, and 20.9–24.5% and 27.8–45.5% for spring maize, respectively”

✓ located verbatim in the source · abstract, characters 435–588 · show in text ↑
Associationobservedoriginal resultnegativeprojected

Claim · model-written summary

Rain-fed yield of spring maize is projected to decrease by 27.8–45.5% under RCP8.5.

Taxon
maizeZea mayse0
Treatment
RCP8.5e2
Outcome
Ywe2
Direction
decreasee2
Value
27.8–45.5%e2
Qualifier
spring maizee2
Setting
Guanzhong Plain of Chinae0

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

Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“We used the APSIM-Maize model to simulate maize potential yield (Yp) and rain-fed yield (Yw) when adaptation options of sowing date and planting density were adopted under Representative Concentration Pathway (RCP) 4.5 and 8.5 in the Guanzhong Plain of China”

✓ located verbatim in the source · abstract, characters 0–258 · show in text ↑
e2

“The Yw would decrease by 17.1–19.0% and 23.6–41.1% under RCP4.5 and RCP8.5 for summer maize, and 20.9–24.5% and 27.8–45.5% for spring maize, respectively”

✓ located verbatim in the source · abstract, characters 435–588 · show in text ↑
Intervention effectobservedoriginal resultpositiveprojected

Claim · model-written summary

Countermeasures could reduce the projected loss of Yp for summer maize under future climate by 2.6–9.7%.

Taxon
maizeZea mayse0
Treatment
countermeasurese3
Outcome
loss of Ype3
Direction
reducede3
Value
2.6–9.7%e3
Qualifier
summer maizee3
Comparator
future climatee3

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

Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“We used the APSIM-Maize model to simulate maize potential yield (Yp) and rain-fed yield (Yw) when adaptation options of sowing date and planting density were adopted under Representative Concentration Pathway (RCP) 4.5 and 8.5 in the Guanzhong Plain of China”

✓ located verbatim in the source · abstract, characters 0–258 · show in text ↑
e3

“The loss of Yp and Yw could be reduced by 2.6–9.7% and 0–9.9%, respectively, under future climate for summer maize through countermeasures”

✓ located verbatim in the source · abstract, characters 590–728 · show in text ↑
Intervention effectobservedoriginal resultpositiveprojected

Claim · model-written summary

Countermeasures could reduce the projected loss of Yw for summer maize under future climate by 0–9.9%.

Taxon
maizeZea mayse0
Treatment
countermeasurese3
Outcome
loss of Yp and Ywe3
Direction
reducede3
Value
0–9.9%e3
Qualifier
summer maizee3
Comparator
future climatee3

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

Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“We used the APSIM-Maize model to simulate maize potential yield (Yp) and rain-fed yield (Yw) when adaptation options of sowing date and planting density were adopted under Representative Concentration Pathway (RCP) 4.5 and 8.5 in the Guanzhong Plain of China”

✓ located verbatim in the source · abstract, characters 0–258 · show in text ↑
e3

“The loss of Yp and Yw could be reduced by 2.6–9.7% and 0–9.9%, respectively, under future climate for summer maize through countermeasures”

✓ located verbatim in the source · abstract, characters 590–728 · show in text ↑
Intervention effectobservedoriginal resultpositiveprojected

Claim · model-written summary

Adaptation mitigated the projected loss of Yp for spring maize by 14.0–25.0%.

Taxon
maizeZea mayse0
Treatment
countermeasurese3
Outcome
loss of Ype4
Direction
mitigatede4
Value
14.0–25.0%e4
Qualifier
spring maizee4
Comparator
future climatee3

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

Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“We used the APSIM-Maize model to simulate maize potential yield (Yp) and rain-fed yield (Yw) when adaptation options of sowing date and planting density were adopted under Representative Concentration Pathway (RCP) 4.5 and 8.5 in the Guanzhong Plain of China”

✓ located verbatim in the source · abstract, characters 0–258 · show in text ↑
e3

“The loss of Yp and Yw could be reduced by 2.6–9.7% and 0–9.9%, respectively, under future climate for summer maize through countermeasures”

✓ located verbatim in the source · abstract, characters 590–728 · show in text ↑
e4

“For spring maize, the loss of Yp was mitigated by 14.0–25.0% and 2.0–21.8% for Yw”

✓ located verbatim in the source · abstract, characters 730–811 · show in text ↑
Intervention effectobservedoriginal resultpositiveprojected

Claim · model-written summary

Adaptation mitigated the projected loss of Yw for spring maize by 2.0–21.8%.

Taxon
maizeZea mayse0
Treatment
countermeasurese3
Outcome
Ywe4
Direction
mitigatede4
Value
2.0–21.8%e4
Qualifier
spring maizee4
Comparator
future climatee3

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

Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“We used the APSIM-Maize model to simulate maize potential yield (Yp) and rain-fed yield (Yw) when adaptation options of sowing date and planting density were adopted under Representative Concentration Pathway (RCP) 4.5 and 8.5 in the Guanzhong Plain of China”

✓ located verbatim in the source · abstract, characters 0–258 · show in text ↑
e3

“The loss of Yp and Yw could be reduced by 2.6–9.7% and 0–9.9%, respectively, under future climate for summer maize through countermeasures”

✓ located verbatim in the source · abstract, characters 590–728 · show in text ↑
e4

“For spring maize, the loss of Yp was mitigated by 14.0–25.0% and 2.0–21.8% for Yw”

✓ located verbatim in the source · abstract, characters 730–811 · show in text ↑
Associationauthor interpretationoriginal resultpositiveprojected

Claim · model-written summary

Spring maize yield gained more from changing sowing date and plant density than summer maize yield did.

Taxon
maizeZea mayse0
Treatment
changing sowing date and plant densitye5
Outcome
spring maize yielde5
Direction
moree5
Comparator
summer maizee5

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

Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“We used the APSIM-Maize model to simulate maize potential yield (Yp) and rain-fed yield (Yw) when adaptation options of sowing date and planting density were adopted under Representative Concentration Pathway (RCP) 4.5 and 8.5 in the Guanzhong Plain of China”

✓ located verbatim in the source · abstract, characters 0–258 · show in text ↑
e5

“The contribution of changing sowing date and plant density on spring maize yield was more than summer maize”

✓ located verbatim in the source · abstract, characters 813–920 · show in text ↑
Associationauthor interpretationoriginal resultprojected

Claim · model-written summary

The influence of changing sowing date and planting density on maize yields becomes weak as climate change becomes more severe.

Taxon
maizeZea mayse0
Treatment
changing sowing date and planting densitye6
Outcome
yieldse6
Direction
become weake6
Qualifier
as climate changes become more severee6

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

Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“We used the APSIM-Maize model to simulate maize potential yield (Yp) and rain-fed yield (Yw) when adaptation options of sowing date and planting density were adopted under Representative Concentration Pathway (RCP) 4.5 and 8.5 in the Guanzhong Plain of China”

✓ located verbatim in the source · abstract, characters 0–258 · show in text ↑
e6

“the influences of changing sowing date and planting density on yields become weak as climate changes become more severe”

✓ located verbatim in the source · abstract, characters 1009–1128 · show in text ↑