Paper · 2025 · Smart Agricultural Technology

Shading impacts on sorghum and soybean grain yields in agrivoltaics systems: Source-sink strength in response to shading

Jinwook Kim; Gevan Behnke; Maria Villamil; et al.

7
claims
10
verbatim quotes
3
citations
2
research areas
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Open access · cc-by-nc-nd

Abstract

Agrivoltaics (AV) systems create consistent shading throughout the crop growth cycle, making it essential to understand how these patterns affect crop growth and development. If shading leads to a yield penalty, identifying the specific yield components involved is key to optimizing management practices for sustainable co-production of electricity and crops. This study investigated how sorghum and soybean respond to shading within AV systems, with a specific focus on identifying the key yield components and grain yield affected by shading. Canopy biomass, grain yield, and yield components (grain number and weight) of sorghum ( Sorghum bicolor ) and soybean ( Glycine max ) grown under full sun conditions and photovoltaic (PV) panel shadings were compared. Source-sink manipulation was achieved through defoliation and de-graining in both sorghum and soybean to determine the key grain yield components affected by shading in the AV system. The yield penalty from PV shading was pronounced in soybean, whereas it was minor in sorghum. Enhancing sink size (i.e., grain number) in both crops was the key factor for minimizing the yield penalty caused by shading. Management practices after anthesis would be different for sorghum and soybean in AV systems. Increasing assimilates in sorghum during grain filling may help offset yield penalties by boosting grain weight. For soybeans, the focus should be on avoiding resource limitations during post-anthesis, as increased assimilates had a limited impact on grain weight. Both crops integrated with PV electricity generation increased the Land Equivalent Ratio (LER: 1.54 for sorghum and 1.23 for soybean) in AV systems. AV systems improved land use efficiency despite reduced crop yields due to shading, demonstrating their potential for sustainable food and energy co-production.

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Claims 7

Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Photovoltaic shading caused a pronounced soybean yield penalty.

Taxon
soybeanGlycine maxe0
Treatment
PV shadinge0
Outcome
yield penaltye0
Direction
pronouncede0
Comparator
full sun conditionse1

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“The yield penalty from PV shading was pronounced in soybean, whereas it was minor in sorghum.”

✓ located verbatim in the source · abstract, characters 949–1042 · show in text ↑
e1

“full sun conditions”

✓ located verbatim in the source · abstract, characters 693–712 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Photovoltaic shading caused a minor sorghum yield penalty.

Taxon
sorghumSorghume0
Treatment
PV shadinge0
Outcome
yield penaltye0
Direction
minore0
Comparator
full sun conditionse1

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

Sorghum
Sorghum · Taxon · picture of the genus (one of its species)Evelyn Simak · CC BY-SA 2.0 · Wikimedia Commons ↗

Verbatim

e0

“The yield penalty from PV shading was pronounced in soybean, whereas it was minor in sorghum.”

✓ located verbatim in the source · abstract, characters 949–1042 · show in text ↑
e1

“full sun conditions”

✓ located verbatim in the source · abstract, characters 693–712 · show in text ↑
Associationobservedoriginal resultpositivemeasured

Claim · model-written summary

Enhancing grain number minimized the shade yield penalty in both crops.

Taxon
both cropse0
Organ / stage
grain numbere0
Outcome
yield penaltye0
Direction
minimizinge0

Verbatim

e0

“Enhancing sink size (i.e., grain number) in both crops was the key factor for minimizing the yield penalty caused by shading.”

✓ located verbatim in the source · abstract, characters 1043–1168 · show in text ↑
Recommendationauthor interpretationoriginal resultpositivebasis n/a

Claim · model-written summary

Increased assimilates during grain filling may boost sorghum grain weight.

Taxon
sorghumSorghume0
Outcome
Increasing assimilates in sorghum during grain fillinge0
Qualifier
may help offset yield penaltiese0

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

Sorghum
Sorghum · Taxon · picture of the genus (one of its species)Evelyn Simak · CC BY-SA 2.0 · Wikimedia Commons ↗

Verbatim

e0

“Increasing assimilates in sorghum during grain filling may help offset yield penalties by boosting grain weight.”

✓ located verbatim in the source · abstract, characters 1263–1375 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Increased assimilates had limited impact on soybean grain weight.

Taxon
soybeansGlycine maxe1
Outcome
grain weighte0
Direction
limitede0
Qualifier
increased assimilatese0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“increased assimilates had a limited impact on grain weight.”

✓ located verbatim in the source · abstract, characters 1468–1527 · show in text ↑
e1

“For soybeans”

✓ located verbatim in the source · abstract, characters 1376–1388 · show in text ↑
Observationobservedoriginal resultpositivemeasured

Claim · model-written summary

The sorghum agrivoltaic system achieved land equivalent ratio 1.54.

Taxon
sorghumSorghume0
Outcome
Land Equivalent Ratioe0
Direction
increasede0
Value
1.54e0

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

Sorghum
Sorghum · Taxon · picture of the genus (one of its species)Evelyn Simak · CC BY-SA 2.0 · Wikimedia Commons ↗

Verbatim

e0

“Both crops integrated with PV electricity generation increased the Land Equivalent Ratio (LER: 1.54 for sorghum and 1.23 for soybean)”

✓ located verbatim in the source · abstract, characters 1528–1661 · show in text ↑
Observationobservedoriginal resultpositivemeasured

Claim · model-written summary

The soybean agrivoltaic system achieved land equivalent ratio 1.23.

Taxon
soybeanGlycine maxe0
Outcome
Land Equivalent Ratioe0
Direction
increasede0
Value
1.23e0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“Both crops integrated with PV electricity generation increased the Land Equivalent Ratio (LER: 1.54 for sorghum and 1.23 for soybean)”

✓ located verbatim in the source · abstract, characters 1528–1661 · show in text ↑

shade · yield · SorghumResults differ

6 papers: 3 positive, 3 negative or no effect

2 papers in the same direction as this paper · 3 in the opposite direction

  1. positive
  2. positive
  3. positive

2 papers more in this group

See all 6 papers →

shade · yield · Glycine max (soybean)Results differ

54 papers: 6 positive, 48 negative or no effect

47 papers in the same direction as this paper · 6 in the opposite direction

  1. no effect
  2. positive
  3. positive

50 papers more in this group

See all 54 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.