Paper · 2013 · Nature Communications

Distinguishing between yield advances and yield plateaus in historical crop production trends

Patricio Grassini; Kent M. Eskridge; Kenneth G. Cassman

7
claims
14
verbatim quotes
830
citations
1
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Open access · cc-by

Abstract

Food security and land required for food production largely depend on rate of yield gain of major cereal crops. Previous projections of food security are often more optimistic than what historical yield trends would support. Many econometric projections of future food production assume compound rates of yield gain, which are not consistent with historical yield trends. Here we provide a framework to characterize past yield trends and show that linear trajectories adequately describe past yield trends, which means the relative rate of gain decreases over time. Furthermore, there is evidence of yield plateaus or abrupt decreases in rate of yield gain, including rice in eastern Asia and wheat in northwest Europe, which account for 31% of total global rice, wheat and maize production. Estimating future food production capacity would benefit from an analysis of past crop yield trends based on a robust statistical analysis framework that evaluates historical yield trajectories and plateaus.

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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

Observationobservedoriginal resultmeasured

Claim · model-written summary

Linear trajectories adequately describe past yield trends of major cereal crops.

Taxon
major cereal cropse0
Outcome
past yield trendse1
Qualifier
linear trajectories adequately describee1

Verbatim

e0

“Food security and land required for food production largely depend on rate of yield gain of major cereal crops”

✓ located verbatim in the source · abstract, characters 0–110 · show in text ↑
e1

“Here we provide a framework to characterize past yield trends and show that linear trajectories adequately describe past yield trends, which means the relative rate of gain decreases over time”

✓ located verbatim in the source · abstract, characters 372–564 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

The relative rate of yield gain of major cereal crops decreases over time.

Taxon
major cereal cropse0
Outcome
relative rate of gaine1
Direction
decreasese1

Verbatim

e0

“Food security and land required for food production largely depend on rate of yield gain of major cereal crops”

✓ located verbatim in the source · abstract, characters 0–110 · show in text ↑
e1

“Here we provide a framework to characterize past yield trends and show that linear trajectories adequately describe past yield trends, which means the relative rate of gain decreases over time”

✓ located verbatim in the source · abstract, characters 372–564 · show in text ↑
Observationobservedoriginal resultnegativemeasured

Claim · model-written summary

Rice in eastern Asia shows yield plateaus or abrupt decreases in rate of yield gain.

Outcome
yield plateaus or abrupt decreases in rate of yield gaine2
Setting
eastern Asiae2

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

“Food security and land required for food production largely depend on rate of yield gain of major cereal crops”

✓ located verbatim in the source · abstract, characters 0–110 · show in text ↑
e2

“there is evidence of yield plateaus or abrupt decreases in rate of yield gain, including rice in eastern Asia and wheat in northwest Europe”

✓ located verbatim in the source · abstract, characters 579–718 · show in text ↑
Observationobservedoriginal resultnegativemeasured

Claim · model-written summary

Wheat in northwest Europe shows yield plateaus or abrupt decreases in rate of yield gain.

Outcome
yield plateaus or abrupt decreases in rate of yield gaine2
Setting
northwest Europee2

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

“Food security and land required for food production largely depend on rate of yield gain of major cereal crops”

✓ located verbatim in the source · abstract, characters 0–110 · show in text ↑
e2

“there is evidence of yield plateaus or abrupt decreases in rate of yield gain, including rice in eastern Asia and wheat in northwest Europe”

✓ located verbatim in the source · abstract, characters 579–718 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

The regions with yield plateaus account for 31% of total global rice, wheat and maize production.

Taxon
major cereal cropse0
Outcome
total global rice, wheat and maize productione3
Value
31%e3

Verbatim

e0

“Food security and land required for food production largely depend on rate of yield gain of major cereal crops”

✓ located verbatim in the source · abstract, characters 0–110 · show in text ↑
e3

“which account for 31% of total global rice, wheat and maize production”

✓ located verbatim in the source · abstract, characters 720–790 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Compound rates of yield gain assumed in many econometric projections are not consistent with historical yield trends.

Taxon
major cereal cropse0
Outcome
compound rates of yield gaine4
Qualifier
not consistent with historical yield trendse4

Verbatim

e0

“Food security and land required for food production largely depend on rate of yield gain of major cereal crops”

✓ located verbatim in the source · abstract, characters 0–110 · show in text ↑
e4

“Many econometric projections of future food production assume compound rates of yield gain, which are not consistent with historical yield trends”

✓ located verbatim in the source · abstract, characters 225–370 · show in text ↑
Recommendationauthor interpretationoriginal resultpositivebasis n/a

Claim · model-written summary

The authors recommend that estimates of future food production capacity be based on an analysis of past crop yield trends with a robust statistical framework.

Taxon
major cereal cropse0
Outcome
analysis of past crop yield trendse5
Qualifier
robust statistical analysis frameworke5

Verbatim

e0

“Food security and land required for food production largely depend on rate of yield gain of major cereal crops”

✓ located verbatim in the source · abstract, characters 0–110 · show in text ↑
e5

“Estimating future food production capacity would benefit from an analysis of past crop yield trends based on a robust statistical analysis framework”

✓ located verbatim in the source · abstract, characters 792–940 · show in text ↑