Paper · 2025 · Agronomy Journal

Environment and not genotype drives soybean yield stability in Northern Germany

Richard Ansong Omari; Mosab Halwani; Moritz Reckling; et al.

9
claims
18
verbatim quotes
5
citations
1
research areas
✓
Open access · cc-by

Abstract

Abstract Soybean [ Glycine max (L.) Merr.] is a major plant protein source worldwide, and its cultivation in central and northern Europe is still emerging. To understand the influence of the environment in the northern latitudes and its interactions with different soybean genotypes, a 3‐year multi‐location trial was carried out in Northern Germany. The objectives were to (i) quantify the grain yield and stability of six soybean genotypes across eight environments using the additive main effect and multiplicative interaction and best linear unbiased prediction models to identify superior genotypes as well as optimal environmental conditions for growing soybeans in northern latitudes, and (ii) assess the genotype‐environment interaction on soybean grain yield, crude protein, and protein yield to explore the factors contributing to yield variability. The mean soybean grain yield was 2060 kg ha −1 , and it varied among locations and across years. A large portion of the total variance in all parameters was explained by environment (67.6%–82.8%), followed by genotype‐environment interaction (7.7%–14.6%), while a small portion was attributed to genotypes (1.3%–10.5%). The growing conditions at site Müncheberg produced a stable soybean yield but were less productive than sites Dahlem and Dedelow. Regular precipitation in July and August corresponded with increased grain yield. The stability models ranked the feed‐grade cultivar Merlin as superior in terms of stability and performance. In contrast, the food‐grade cultivar Comandor may be risky for grain production in rainfed conditions. The study highlighted soybean's agronomic potential in northern latitudes and the influence of the prevailing environment on yield and stability.

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Claims 9

Observationobservedoriginal resultmeasured

Claim · model-written summary

Mean soybean grain yield was 2060 kg ha −1.

Taxon
SoybeanGlycine maxt0
Outcome
soybean grain yielde0
Value
2060 kg ha −1e0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“The mean soybean grain yield was 2060 kg ha −1”

✓ located verbatim in the source · abstract, characters 860–906 · show in text ↑
t0

“soybean yield stability”

✓ located verbatim in the source · title, characters 36–59 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Soybean grain yield varied among locations and years.

Taxon
SoybeanGlycine maxt0
Outcome
soybean yieldt0
Setting
locationse0

Not reportedDirection

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“it varied among locations and across years”

✓ located verbatim in the source · abstract, characters 913–955 · show in text ↑
t0

“soybean yield stability”

✓ located verbatim in the source · title, characters 36–59 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Environment explained 67.6%–82.8% of variance in the studied parameters.

Taxon
SoybeanGlycine maxt0
Outcome
total variance in all parameterse0
Value
67.6%–82.8%e0
Setting
environmente0

Not reportedDirection

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“total variance in all parameters was explained by environment (67.6%–82.8%)”

✓ located verbatim in the source · abstract, characters 980–1055 · show in text ↑
t0

“soybean yield stability”

✓ located verbatim in the source · title, characters 36–59 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Genotype environment interaction explained 7.7%–14.6% of variance.

Taxon
SoybeanGlycine maxt0
Outcome
genotype‐environment interactione0
Value
7.7%–14.6%e0
Setting
environmente0

Not reportedDirection

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“genotype‐environment interaction (7.7%–14.6%)”

✓ located verbatim in the source · abstract, characters 1069–1114 · show in text ↑
t0

“soybean yield stability”

✓ located verbatim in the source · title, characters 36–59 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Genotypes accounted for 1.3%–10.5% of variance.

Taxon
SoybeanGlycine maxt0
Material
genotypese0
Outcome
genotypese0
Value
1.3%–10.5%e0

Not reportedDirection

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“genotypes (1.3%–10.5%)”

✓ located verbatim in the source · abstract, characters 1156–1178 · show in text ↑
t0

“soybean yield stability”

✓ located verbatim in the source · title, characters 36–59 · show in text ↑
Observationobservedoriginal resultmixedmeasured

Claim · model-written summary

Müncheberg produced stable soybean yield but was less productive than Dahlem and Dedelow.

Taxon
SoybeanGlycine maxt0
Outcome
soybean yielde0
Direction
less productivee0
Comparator
Dahlem and Dedelowe0
Setting
Müncheberge0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“site Müncheberg produced a stable soybean yield but were less productive than sites Dahlem and Dedelow”

✓ located verbatim in the source · abstract, characters 1206–1308 · show in text ↑
t0

“soybean yield stability”

✓ located verbatim in the source · title, characters 36–59 · show in text ↑
Associationobservedoriginal resultpositivemeasured

Claim · model-written summary

Regular July and August precipitation corresponded with increased grain yield.

Taxon
SoybeanGlycine maxt0
Outcome
grain yielde0
Direction
increasede0
Setting
July and Auguste0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“Regular precipitation in July and August corresponded with increased grain yield”

✓ located verbatim in the source · abstract, characters 1310–1390 · show in text ↑
t0

“soybean yield stability”

✓ located verbatim in the source · title, characters 36–59 · show in text ↑
Observationobservedoriginal resultpositivemeasured

Claim · model-written summary

Merlin ranked superior for yield stability and performance.

Taxon
SoybeanGlycine maxt0
Material
Merline0
Outcome
stability and performancee0
Direction
superiore0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“feed‐grade cultivar Merlin as superior in terms of stability and performance”

✓ located verbatim in the source · abstract, characters 1424–1500 · show in text ↑
t0

“soybean yield stability”

✓ located verbatim in the source · title, characters 36–59 · show in text ↑
Observationauthor interpretationoriginal resultnegativemeasured

Claim · model-written summary

Comandor may be risky for rainfed grain production.

Taxon
SoybeanGlycine maxt0
Material
Comandore0
Outcome
grain productione0
Qualifier
rainfed conditionse0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“food‐grade cultivar Comandor may be risky for grain production in rainfed conditions”

✓ located verbatim in the source · abstract, characters 1519–1603 · show in text ↑
t0

“soybean yield stability”

✓ located verbatim in the source · title, characters 36–59 · show in text ↑