Paper · 2012 · Agronomy for Sustainable Development

Adapting maize crop to climate change

Ioannis S. Tokatlidis

11
claims
20
verbatim quotes
67
citations
1
research areas
✓
Open access · cc-by

Abstract

Abstract Global weather changes compel agriculture to be adequately productive under diverse and marginal conditions. In maize, modern hybrids fail to meet this requirement. Although breeding has achieved spectacular progress in grain yield per area through improved tolerance to stresses, including intense crowding, yields at low plant population densities remain almost unchanged. Stagnated plant yield potential renders hybrids unable to take advantage of resource abundance at lower populations, designating them population dependent. Consequently, the optimum population varies greatly across environments. Generally, the due population increases as the environmental yield potential gets higher. As a remedy, relatively low populations are recommended for low-input conditions leading to inappropriate population in occasional adequacy of resources and considerable yield loss. For example, for a rain-fed hybrid tested at one location across 11 seasons, crop yield potential and optimum population on the basis of the quadratic yield-plateau model varied from 1,890 to 8,980 kg/ha and 4.56 to 10.2 plants/m 2 , respectively, while 100 % yield loss is computed in the driest season if the optimum population for the most favorable season is used. The article reviews the consequences in terms of crop sustainability under widely diverse environments imposed by climatic changes and proposes crop management strategies to address the situation. The major points are: (1) variable-yielding environments require variable optimum populations, (2) population dependence is an insurmountable barrier in making a decision on plant population, (3) farmers suffer from considerable yield and income loss, (4) estimating the less population-dependent hybrids among the currently cultivated ones is a major challenge for agronomists, and (5) the development of population-neutral hybrids is a fundamental challenge for maize breeding. Honeycomb breeding is a valuable tool to pursue this goal since it places particular emphasis on the so-far stagnated plant yield potential that is essential for population-neutral hybrid development.

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 11

Observationauthor interpretationoriginal resultnegativebasis n/a

Claim · model-written summary

Modern maize hybrids fail to meet productivity needs under diverse marginal conditions.

Taxon
maizeZea mayse0
Material
modern hybridse0
Outcome
fail to meet this requiremente0

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

“In maize, modern hybrids fail to meet this requirement.”

✓ located verbatim in the source · abstract, characters 118–173 · show in text ↑
Observationauthor interpretationoriginal resultpositivebasis n/a

Claim · model-written summary

Breeding improved grain yield per area through stress tolerance.

Taxon
maizeZea mayst0
Outcome
grain yield per areae0
Direction
progresse0
Qualifier
improved tolerance to stressese0

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

“breeding has achieved spectacular progress in grain yield per area through improved tolerance to stresses”

✓ located verbatim in the source · abstract, characters 183–288 · show in text ↑
t0

“maize”

✓ located verbatim in the source · title, characters 9–14 · show in text ↑
Observationauthor interpretationoriginal resultno effectbasis n/a

Claim · model-written summary

Yield at low maize population densities has remained almost unchanged.

Taxon
maizeZea mayst0
Outcome
yieldse0
Direction
almost unchangede0
Qualifier
low plant population densitiese0

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

“yields at low plant population densities remain almost unchanged.”

✓ located verbatim in the source · abstract, characters 318–383 · show in text ↑
t0

“maize”

✓ located verbatim in the source · title, characters 9–14 · show in text ↑
Associationauthor interpretationoriginal resultbasis n/a

Claim · model-written summary

Optimum maize plant population varies greatly across environments.

Taxon
maizeZea mayst0
Outcome
optimum populatione0
Direction
varies greatlye0
Setting
across environmentse0

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 optimum population varies greatly across environments.”

✓ located verbatim in the source · abstract, characters 554–612 · show in text ↑
t0

“maize”

✓ located verbatim in the source · title, characters 9–14 · show in text ↑
Associationauthor interpretationoriginal resultbasis n/a

Claim · model-written summary

The appropriate maize population rises with environmental yield potential.

Taxon
maizeZea mayst0
Outcome
due populatione0
Direction
increasese0
Setting
environmental yield potentiale0

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 due population increases as the environmental yield potential gets higher.”

✓ located verbatim in the source · abstract, characters 624–702 · show in text ↑
t0

“maize”

✓ located verbatim in the source · title, characters 9–14 · show in text ↑
Observationobservedoriginal resultsimulated

Claim · model-written summary

Across 11 seasons, modeled yield potential ranged from 1,890 to 8,980 kg/ha.

Taxon
maizeZea mayst0
Material
rain-fed hybride0
Outcome
crop yield potentiale0
Direction
variede0
Value
1,890 to 8,980 kg/hae0
Qualifier
across 11 seasonse0

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

“for a rain-fed hybrid tested at one location across 11 seasons, crop yield potential and optimum population on the basis of the quadratic yield-plateau model varied from 1,890 to 8,980 kg/ha and 4.56 to 10.2 plants/m 2 , respectively”

✓ located verbatim in the source · abstract, characters 898–1131 · show in text ↑
t0

“maize”

✓ located verbatim in the source · title, characters 9–14 · show in text ↑
Observationobservedoriginal resultsimulated

Claim · model-written summary

Across 11 seasons, modeled optimum population ranged from 4.56 to 10.2 plants/m 2.

Taxon
maizeZea mayst0
Material
rain-fed hybride0
Outcome
optimum populatione0
Direction
variede0
Value
4.56 to 10.2 plants/m 2e0

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

“for a rain-fed hybrid tested at one location across 11 seasons, crop yield potential and optimum population on the basis of the quadratic yield-plateau model varied from 1,890 to 8,980 kg/ha and 4.56 to 10.2 plants/m 2 , respectively”

✓ located verbatim in the source · abstract, characters 898–1131 · show in text ↑
t0

“maize”

✓ located verbatim in the source · title, characters 9–14 · show in text ↑
Observationobservedoriginal resultnegativesimulated

Claim · model-written summary

Using the population optimal in the most favorable season was computed to cause 100% yield loss in the driest season.

Taxon
maizeZea mayst0
Outcome
yield losse0
Value
100 %e0
Qualifier
in the driest season if the optimum population for the most favorable season is usede0

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

“100 % yield loss is computed in the driest season if the optimum population for the most favorable season is used.”

✓ located verbatim in the source · abstract, characters 1139–1253 · show in text ↑
t0

“maize”

✓ located verbatim in the source · title, characters 9–14 · show in text ↑
Recommendationauthor interpretationoriginal resultbasis n/a

Claim · model-written summary

Variable-yielding environments require variable optimum maize populations.

Taxon
maizeZea mayst0
Outcome
variable optimum populationse0
Qualifier
variable-yielding environmentse0

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

“variable-yielding environments require variable optimum populations”

✓ located verbatim in the source · abstract, characters 1477–1544 · show in text ↑
t0

“maize”

✓ located verbatim in the source · title, characters 9–14 · show in text ↑
Recommendationauthor interpretationoriginal resultbasis n/a

Claim · model-written summary

Developing population-neutral maize hybrids is a fundamental breeding challenge.

Taxon
maizeZea mayse0
Outcome
development of population-neutral hybridse0

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 development of population-neutral hybrids is a fundamental challenge for maize breeding.”

✓ located verbatim in the source · abstract, characters 1838–1930 · show in text ↑
Recommendationauthor interpretationoriginal resultpositivebasis n/a

Claim · model-written summary

Honeycomb breeding is proposed to pursue population-neutral hybrids.

Taxon
maizeZea mayst0
Outcome
Honeycomb breeding is a valuable tool to pursue this goale0

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

“Honeycomb breeding is a valuable tool to pursue this goal since it places particular emphasis on the so-far stagnated plant yield potential that is essential for population-neutral hybrid development.”

✓ located verbatim in the source · abstract, characters 1931–2131 · show in text ↑
t0

“maize”

✓ located verbatim in the source · title, characters 9–14 · show in text ↑