Paper · 2016 · Climate Research

Effects of a wheat rotation on cotton production in a changing climate: a simulation study

Q Luo; M Bange; P Devoil

7
claims
8
verbatim quotes
1
citations
1
research areas
—
Not open access

Abstract

There is mounting evidence that climate change could be threatening the viability of cotton production in regions of Australia. This study aims to evaluate the effectiveness of a cotton-wheat rotation system in dealing with climate change for the period centred on 2030 by linking the outputs of the CSIRO Conformal Cubic Atmospheric Model with the Agricultural Production System sIMulator (APSIM) through a stochastic weather generator, LARS-WG. For irrigated cotton, we considered 3 crop sequences and 9 production areas spanning the current industry. For rain-fed cotton, we considered 2 crop sequences with 3 cotton row configurations and 4 production areas. Simulation results show that (1) for irrigated cotton, cotton 3 yr in and 1 yr out would perform the best in terms of cotton lint yield; (2) crop yields would decrease in a changing climate across crop sequences at most of the locations with wheat yield decreasing more than cotton; (3) for rain-fed cotton, continuous cotton would perform better at Emerald, Dalby and/or Narrabri under solid and single skip row configurations, while a cotton-wheat sequence would out-perform continuous cotton in terms of cotton lint yields under double skip at Emerald, Moree and Narrabri; and (4) wheat yield would decrease across locations. To maintain current production levels, better performing crop sequence needs to be combined with other adaptation options.

Abstract from the paper’s OpenAlex record, shown for indexing and research. Copyright remains with the authors or the publisher. 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 7

Intervention effectobservedoriginal resultpositiveprojected

Claim · model-written summary

For irrigated cotton, three years in and one year out is projected to give the best lint yield.

Treatment
cotton 3 yr in and 1 yr oute0
Outcome
cotton lint yielde0
Direction
beste0
Qualifier
irrigated cottone0

Not reportedComparator

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

Gossypium hirsutum
Gossypium hirsutum · TaxonChriKo · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“for irrigated cotton, cotton 3 yr in and 1 yr out would perform the best in terms of cotton lint yield”

✓ located verbatim in the source · abstract, characters 696–798 · show in text ↑
Intervention effectobservedoriginal resultnegativeprojected

Claim · model-written summary

Cotton yields are projected to decrease under changing climate at most locations across crop sequences.

Treatment
changing climatee0
Outcome
crop yieldse0
Direction
decreasee0
Qualifier
at most of the locationse0

Not reportedComparator

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

Gossypium hirsutum
Gossypium hirsutum · TaxonChriKo · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“crop yields would decrease in a changing climate across crop sequences at most of the locations with wheat yield decreasing more than cotton”

✓ located verbatim in the source · abstract, characters 804–944 · show in text ↑
Intervention effectobservedoriginal resultnegativeprojected

Claim · model-written summary

Wheat yields are projected to decrease more than cotton yields under changing climate.

Treatment
changing climatee0
Outcome
wheat yielde0
Direction
decreasing moree0
Qualifier
at most of the locationse0
Comparator
cottone0

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

Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“crop yields would decrease in a changing climate across crop sequences at most of the locations with wheat yield decreasing more than cotton”

✓ located verbatim in the source · abstract, characters 804–944 · show in text ↑
Intervention effectobservedoriginal resultpositiveprojected

Claim · model-written summary

Rain-fed continuous cotton is projected to perform better at Emerald, Dalby and/or Narrabri with solid and single skip rows.

Treatment
continuous cottone0
Outcome
perform bettere0
Direction
bettere0
Qualifier
under solid and single skip row configurationse0
Setting
Emerald, Dalby and/or Narrabrie0

Not reportedComparator

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

Gossypium hirsutum
Gossypium hirsutum · TaxonChriKo · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“for rain-fed cotton, continuous cotton would perform better at Emerald, Dalby and/or Narrabri under solid and single skip row configurations”

✓ located verbatim in the source · abstract, characters 950–1090 · show in text ↑
Intervention effectobservedoriginal resultpositiveprojected

Claim · model-written summary

A cotton-wheat sequence is projected to outperform continuous cotton for lint yields with double skip rows at Emerald, Moree and Narrabri.

Treatment
cotton-wheat sequencee0
Outcome
cotton lint yieldse0
Direction
out-performe0
Qualifier
under double skipe0
Comparator
continuous cottone0
Setting
Emerald, Moree and Narrabrie0

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

Gossypium hirsutum
Gossypium hirsutum · TaxonChriKo · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“a cotton-wheat sequence would out-perform continuous cotton in terms of cotton lint yields under double skip at Emerald, Moree and Narrabri”

✓ located verbatim in the source · abstract, characters 1098–1237 · show in text ↑
Observationobservedoriginal resultnegativeprojected

Claim · model-written summary

Wheat yield is projected to decrease across locations.

Outcome
wheat yielde0
Direction
decreasee0

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

Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“wheat yield would decrease across locations.”

✓ located verbatim in the source · abstract, characters 1247–1291 · show in text ↑
Recommendationauthor interpretationoriginal resultpositivebasis n/a

Claim · model-written summary

The authors recommend combining better crop sequences with other adaptation options to maintain production.

Outcome
better performing crop sequence needs to be combined with other adaptation optionse0

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

Gossypium hirsutum
Gossypium hirsutum · TaxonChriKo · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“To maintain current production levels, better performing crop sequence needs to be combined with other adaptation options.”

✓ located verbatim in the source · abstract, characters 1292–1414 · show in text ↑
t0

“cotton”

✓ located verbatim in the source · title, characters 31–37 · show in text ↑

climate site · yield · Gossypium hirsutum (cotton)Positive and negative results

41 papers: 18 positive, 23 negative or no effect

22 papers in the same direction as this paper · 18 in the opposite direction

  1. negative
  2. positive
  3. positive

37 papers more in this group

See all 41 papers →

climate site · yield · Triticum aestivum (wheat)Positive and negative results

154 papers: 72 positive, 82 negative or no effect

81 papers in the same direction as this paper · 72 in the opposite direction

  1. negative
  2. positive
  3. positive

150 papers more in this group

See all 154 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.