Paper · 2020 · Agronomy Journal

Factors driving cereal response to fertilizer microdosing in sub‐Saharan Africa: A meta‐analysis

Yacouba Ouedraogo; Jean‐Baptiste Sibiri Taonda; Idriss Sermé; et al.

14
claims
24
verbatim quotes
31
citations
1
research areas
✓
Open access · other-oa

Abstract

Abstract Fertilizer microdosing (FM) is being promoted in sub‐Saharan Africa (SSA) to boost crop productivity on smallholder farms. However, yield response variability is a barrier to adoption. We conducted a meta‐analysis to analyze the variability in cereal crop yield response to FM and to determine the main factors associated with this variability. Thirty publications pertaining to millet [ Pennisetum glaucum (L.) R. Br.], sorghum ( Sorghum bicolor L. Moench) or maize ( Zea mays L.) were assessed. Factors analyzed were crop type, rainfall, soil texture, type and rate of fertilizer, and complementary practices. On average, FM improved millet, sorghum and maize crop yields by 68%. Yield response tended to increase with increasing rainfall and the largest yield gains were observed in medium‐textured soils (81%), as compared to light (61%) and heavy‐textured soils (30%). The combined application of N and P performed better than either element alone. Crop response tended to increase with increasing rates of N. In the case of P, this was true only on light textured‐soils. On medium‐textured soils, the response appeared independent of the rate of P. There was a synergetic effect of water conservation measures on the performance of FM, while combining FM with organic matter (OM) amendments decreased its performance. Results highlighted major trends in cereal crop response to FM that could be used to prioritize target areas. However, these may require additional, site‐specific field experiments, especially for factors for which little data is currently available.

Abstract from the paper’s OpenAlex record; open copy licensed other-oa. 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 14

Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Microdosing improved millet yield by an average 68% across the cereals assessed.

Taxon
millete0
Treatment
FMe0
Outcome
crop yieldse0
Direction
improvede0
Value
68%e0

Not reportedComparator

Verbatim

e0

“On average, FM improved millet, sorghum and maize crop yields by 68%.”

✓ located verbatim in the source · abstract, characters 621–690 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Microdosing improved sorghum yield by an average 68% across the cereals assessed.

Taxon
sorghumSorghume0
Treatment
FMe0
Outcome
crop yieldse0
Direction
improvede0
Value
68%e0

Not reportedComparator

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

“On average, FM improved millet, sorghum and maize crop yields by 68%.”

✓ located verbatim in the source · abstract, characters 621–690 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Microdosing improved maize yield by an average 68% across the cereals assessed.

Taxon
maizeZea mayse0
Treatment
FMe0
Outcome
crop yieldse0
Direction
improvede0
Value
68%e0

Not reportedComparator

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

“On average, FM improved millet, sorghum and maize crop yields by 68%.”

✓ located verbatim in the source · abstract, characters 621–690 · show in text ↑
Associationobservedoriginal resultpositivemeasured

Claim · model-written summary

Cereal yield response tended to increase with rainfall.

Taxon
cereale1
Treatment
rainfalle0
Outcome
Yield responsee0
Direction
increasee0
Qualifier
tendede0

Verbatim

e0

“Yield response tended to increase with increasing rainfall”

✓ located verbatim in the source · abstract, characters 691–749 · show in text ↑
e1

“cereal crop yield response to FM”

✓ located verbatim in the source · abstract, characters 253–285 · show in text ↑
Observationobservedoriginal resultpositivemeasured

Claim · model-written summary

Medium-textured soils had the largest yield gains, at 81%.

Taxon
cereale1
Outcome
yield gainse0
Direction
largeste0
Value
81%e0
Setting
medium‐textured soilse0

Verbatim

e0

“the largest yield gains were observed in medium‐textured soils (81%), as compared to light (61%) and heavy‐textured soils (30%).”

✓ located verbatim in the source · abstract, characters 754–882 · show in text ↑
e1

“cereal crop yield response to FM”

✓ located verbatim in the source · abstract, characters 253–285 · show in text ↑
Observationobservedoriginal resultpositivemeasured

Claim · model-written summary

Light soils had cereal yield gains of 61%.

Taxon
cereale1
Outcome
yield gainse0
Value
61%e0
Setting
lighte0

Not reportedDirection

Verbatim

e0

“the largest yield gains were observed in medium‐textured soils (81%), as compared to light (61%) and heavy‐textured soils (30%).”

✓ located verbatim in the source · abstract, characters 754–882 · show in text ↑
e1

“cereal crop yield response to FM”

✓ located verbatim in the source · abstract, characters 253–285 · show in text ↑
Observationobservedoriginal resultpositivemeasured

Claim · model-written summary

Heavy-textured soils had cereal yield gains of 30%.

Taxon
cereale1
Outcome
yield gainse0
Value
30%e0
Setting
heavy‐textured soilse0

Not reportedDirection

Verbatim

e0

“the largest yield gains were observed in medium‐textured soils (81%), as compared to light (61%) and heavy‐textured soils (30%).”

✓ located verbatim in the source · abstract, characters 754–882 · show in text ↑
e1

“cereal crop yield response to FM”

✓ located verbatim in the source · abstract, characters 253–285 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Combined N and P application performed better than either alone.

Taxon
cereale1
Treatment
combined application of N and Pe0
Outcome
performed bettere0
Direction
bettere0
Comparator
either element alonee0

Verbatim

e0

“The combined application of N and P performed better than either element alone.”

✓ located verbatim in the source · abstract, characters 883–962 · show in text ↑
e1

“cereal crop yield response to FM”

✓ located verbatim in the source · abstract, characters 253–285 · show in text ↑
Associationobservedoriginal resultpositivemeasured

Claim · model-written summary

Crop response tended to increase with N rate.

Taxon
cereale1
Treatment
rates of Ne0
Outcome
Crop responsee0
Direction
increasee0
Qualifier
tendede0

Verbatim

e0

“Crop response tended to increase with increasing rates of N.”

✓ located verbatim in the source · abstract, characters 963–1023 · show in text ↑
e1

“cereal crop yield response to FM”

✓ located verbatim in the source · abstract, characters 253–285 · show in text ↑
Associationobservedoriginal resultpositivemeasured

Claim · model-written summary

Crop response increased with P rate only on light-textured soils.

Taxon
cereale1
Treatment
Pe0
Outcome
Crop responsee0
Direction
increasee0
Setting
light textured‐soilse0

Verbatim

e0

“Crop response tended to increase with increasing rates of N. In the case of P, this was true only on light textured‐soils.”

✓ located verbatim in the source · abstract, characters 963–1085 · show in text ↑
e1

“cereal crop yield response to FM”

✓ located verbatim in the source · abstract, characters 253–285 · show in text ↑
Associationauthor interpretationoriginal resultmeasured

Claim · model-written summary

On medium-textured soils response appeared independent of P rate.

Taxon
cereale1
Treatment
rate of Pe0
Outcome
responsee0
Setting
medium‐textured soilse0

Not reportedDirection

Verbatim

e0

“On medium‐textured soils, the response appeared independent of the rate of P.”

✓ located verbatim in the source · abstract, characters 1086–1163 · show in text ↑
e1

“cereal crop yield response to FM”

✓ located verbatim in the source · abstract, characters 253–285 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Water conservation synergistically improved microdosing performance.

Taxon
cereale1
Treatment
water conservation measurese0
Outcome
performance of FMe0
Direction
increaseinferrede0

Not reportedComparator

Verbatim

e0

“There was a synergetic effect of water conservation measures on the performance of FM”

✓ located verbatim in the source · abstract, characters 1164–1249 · show in text ↑
e1

“cereal crop yield response to FM”

✓ located verbatim in the source · abstract, characters 253–285 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Organic matter amendments decreased microdosing performance.

Taxon
cereale1
Treatment
organic matter (OM) amendmentse0
Outcome
performancee0
Direction
decreasede0

Not reportedComparator

Verbatim

e0

“combining FM with organic matter (OM) amendments decreased its performance.”

✓ located verbatim in the source · abstract, characters 1257–1332 · show in text ↑
e1

“cereal crop yield response to FM”

✓ located verbatim in the source · abstract, characters 253–285 · show in text ↑
Recommendationauthor interpretationoriginal resultbasis n/a

Claim · model-written summary

Cereal response trends can prioritize target areas but may require site-specific field experiments where data are sparse.

Taxon
cereale0
Outcome
prioritize target arease0
Qualifier
may require additional, site‐specific field experimentse0

Verbatim

e0

“Results highlighted major trends in cereal crop response to FM that could be used to prioritize target areas. However, these may require additional, site‐specific field experiments, especially for factors for which little data is currently available.”

✓ located verbatim in the source · abstract, characters 1333–1583 · show in text ↑

fertilization · yield · SorghumPositive and negative results

446 papers: 418 positive, 28 negative or no effect

417 papers in the same direction as this paper · 21 in the opposite direction · 7 reporting no difference from an alternative

  1. positive
  2. positive
  3. positive

442 papers more in this group

See all 446 papers →

fertilization · yield · Zea mays (maize)Positive and negative results

3,908 papers: 3,485 positive, 423 negative or no effect

3,484 papers in the same direction as this paper · 338 in the opposite direction · 85 reporting no difference from an alternative

  1. no effect
  2. positive
  3. positive

3,904 papers more in this group

See all 3,908 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.