Paper · 2013 · Global Change Biology

Negative effects of climate warming on maize yield are reversed by the changing of sowing date and cultivar selection in Northeast China

Zhijuan Liu; Kenneth G. Hubbard; Xiaomao Lin; et al.

7
claims
12
verbatim quotes
210
citations
3
research areas
—
Not open access

Abstract

Northeast China (NEC) accounts for about 30% of the nation's maize production in China. In the past three decades, maize yields in NEC have increased under changes in climate, cultivar selection and crop management. It is important to investigate the contribution of these changing factors to the historical yield increases to improve our understanding of how we can ensure increased yields in the future. In this study, we use phenology observations at six sites from 1981 to 2007 to detect trends in sowing dates and length of maize growing period, and then combine these observations with in situ temperature data to determine the trends of thermal time in the maize growing period, as a measure of changes in maize cultivars. The area in the vicinity of these six sites accounts for 30% of NEC's total maize production. The agricultural production systems simulator, APSIM-Maize model, was used to separate the impacts of changes in climate, sowing dates and thermal time requirements on maize phenology and yields. In NEC, sowing dates trended earlier in four of six sites and maturity dates trended later by 4-21 days. Therefore, the period from sowing to maturity ranged from 2 to 38 days longer in 2007 than it was in 1981. Our results indicate that climate trends alone would have led to a negative impact on maize. However, results from the adaptation assessments indicate that earlier sowing dates increased yields by up to 4%, and adoption of longer season cultivars caused a substantial increase in yield ranging from 13% to 38% over the past 27 years. Therefore, earlier sowing dates and introduction of cultivars with higher thermal time requirements in NEC have overcome the negative effects of climate change and turned what would have otherwise been a loss into a significant increase in maize yield.

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Claims 7

Observationobservedoriginal resultmeasured

Claim · model-written summary

Sowing dates trended earlier at four of six sites.

Taxon
maizeZea mayst0
Outcome
sowing datese0
Direction
earliere0
Value
four of six sitese0

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

“sowing dates trended earlier in four of six sites”

✓ located verbatim in the source · abstract, characters 1028–1077 · show in text ↑
t0

“maize”

✓ located verbatim in the source · title, characters 39–44 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Maturity dates trended later by 4–21 days.

Taxon
maizeZea mayst0
Outcome
maturity datese0
Direction
latere0
Value
4-21 dayse0

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

“maturity dates trended later by 4-21 days”

✓ located verbatim in the source · abstract, characters 1082–1123 · show in text ↑
t0

“maize”

✓ located verbatim in the source · title, characters 39–44 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

The sowing-to-maturity period was 2 to 38 days longer in 2007 than 1981.

Taxon
maizeZea mayst0
Outcome
period from sowing to maturitye0
Direction
longere0
Value
2 to 38 dayse0
Comparator
1981e0

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

“the period from sowing to maturity ranged from 2 to 38 days longer in 2007 than it was in 1981”

✓ located verbatim in the source · abstract, characters 1136–1230 · show in text ↑
t0

“maize”

✓ located verbatim in the source · title, characters 39–44 · show in text ↑
Associationobservedoriginal resultnegativesimulated

Claim · model-written summary

Climate trends alone had a negative effect on maize.

Taxon
maizeZea mayse0
Treatment
climate trendse0
Outcome
negative impact on maizee0
Direction
negativee0

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

“climate trends alone would have led to a negative impact on maize”

✓ located verbatim in the source · abstract, characters 1258–1323 · show in text ↑
Intervention effectobservedoriginal resultpositivesimulated

Claim · model-written summary

Earlier sowing increased yield by up to 4%.

Taxon
maizeZea mayst0
Treatment
earlier sowing datese0
Outcome
yieldse0
Direction
increasede0
Value
up to 4%e0

Not reportedComparator

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

“earlier sowing dates increased yields by up to 4%”

✓ located verbatim in the source · abstract, characters 1388–1437 · show in text ↑
t0

“maize”

✓ located verbatim in the source · title, characters 39–44 · show in text ↑
Intervention effectobservedoriginal resultpositivesimulated

Claim · model-written summary

Longer season cultivars increased yield by 13% to 38%.

Taxon
maizeZea mayst0
Treatment
adoption of longer season cultivarse0
Outcome
yielde0
Direction
increasee0
Value
13% to 38%e0

Not reportedComparator

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

“adoption of longer season cultivars caused a substantial increase in yield ranging from 13% to 38%”

✓ located verbatim in the source · abstract, characters 1443–1541 · show in text ↑
t0

“maize”

✓ located verbatim in the source · title, characters 39–44 · show in text ↑
Associationauthor interpretationoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

Earlier sowing and higher thermal time cultivars overcame climate losses and increased maize yield.

Taxon
maizeZea mayse0
Treatment
earlier sowing dates and introduction of cultivars with higher thermal time requirementse0
Outcome
maize yielde0
Direction
increasee0
Setting
NECe0

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

“earlier sowing dates and introduction of cultivars with higher thermal time requirements in NEC have overcome the negative effects of climate change and turned what would have otherwise been a loss into a significant increase in maize yield”

✓ located verbatim in the source · abstract, characters 1577–1817 · show in text ↑

climate site · yield · Zea mays (maize)Positive and negative results

180 papers: 102 positive, 78 negative or no effect

101 papers in the same direction as this paper · 73 in the opposite direction · 5 reporting no difference from an alternative

  1. negative
  2. positive
  3. negative

176 papers more in this group

See all 180 papers →

sowing time · yield · Zea mays (maize)Positive and negative results

269 papers: 178 positive, 91 negative or no effect

177 papers in the same direction as this paper · 89 in the opposite direction · 2 reporting no difference from an alternative

  1. negative
  2. positive
  3. positive

265 papers more in this group

See all 269 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.