Paper · 2018 · Agronomy Journal

Prediction of Sugarcane Yield by Soil Attributes under Straw Removal Management

Lucas Santos Satiro; Maurício Roberto Cherubin; Izaias Pinheiro Lisboa; et al.

5
claims
10
verbatim quotes
16
citations
1
research areas
✓
Open access · other-oa

Abstract

Core Ideas Soil changes induced by short‐term sugarcane straw removal did not influence the crop yield. The yield of sugarcane straw and stalk can be predicted using soil attributes under fields managed with straw removal. Meteorological conditions may alter the straw/stalk ratio and thus influence the sugarcane straw yield. Sugarcane ( Saccharum spp.) straw removal from the field has the potential to produce short‐term gains at the cost of long‐term sustainability. The objective of this study was (i) to develop a model capable to predict sugarcane yield (straw and stalk) by soil attributes and (ii) to discover why yields are minimally impacted following straw removal. In this 2‐yr experiment, the sugarcane straw removal effects on crop yields and soil attributes were investigated at two sites, Valparaíso and Capivari, in southeastern Brazil. Soil samples from the 0–5, 0–10, 0–20, and 0–30 cm were analyzed for C, N, Ca, Mg, P, K, pH, bulk density (BD), and soil penetration resistance (PR). The data were subjected to descriptive statistical, geostatistical, correlation and regression analyses. The findings showed that the straw and stalk yield can be predicted using soil attributes data at sites where the straw is removed. The best modeling coefficients for stalk yield were obtained using soil data from the 0–20 cm layer. The straw removal induced reduction in soil C, chemical and physical quality (0–5 cm) depending on site, but did not result in lower yields. The research findings provide important information that will lead to sustainable bioenergy production in Brazil.

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Claims 5

Associationobservedoriginal resultmeasured

Claim · model-written summary

Sugarcane straw and stalk yield can be predicted from soil attributes at straw-removal sites.

Taxon
Sugarcanee0
Treatment
straw removale0
Outcome
straw and stalk yielde1

Not reportedDirection

Verbatim

e1

“The straw and stalk yield can be predicted using soil attributes data at sites where the straw is removed”

✓ located after whitespace/quote normalisation · abstract, characters 1135–1240 · show in text ↑
e0

“Sugarcane ( Saccharum spp.) straw removal from the field”

✓ located verbatim in the source · abstract, characters 327–383 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

The best modeling coefficients for stalk yield came from soil data in the 0–20 cm layer.

Taxon
Sugarcanee0
Treatment
soil data from the 0–20 cm layere2
Outcome
best modeling coefficients for stalk yielde2

Not reportedDirection

Verbatim

e2

“The best modeling coefficients for stalk yield were obtained using soil data from the 0–20 cm layer”

✓ located verbatim in the source · abstract, characters 1242–1341 · show in text ↑
e0

“Sugarcane ( Saccharum spp.) straw removal from the field”

✓ located verbatim in the source · abstract, characters 327–383 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Straw removal reduced soil C and soil chemical and physical quality in the 0–5 cm layer, depending on site.

Taxon
Sugarcanee0
Treatment
straw removale3
Outcome
soil Ce3
Direction
reductione3
Qualifier
depending on sitee3

Not reportedComparator

Verbatim

e3

“The straw removal induced reduction in soil C, chemical and physical quality (0–5 cm) depending on site”

✓ located verbatim in the source · abstract, characters 1343–1446 · show in text ↑
e0

“Sugarcane ( Saccharum spp.) straw removal from the field”

✓ located verbatim in the source · abstract, characters 327–383 · show in text ↑
Intervention effectobservedoriginal resultno effectmeasured

Claim · model-written summary

Sugarcane straw removal did not influence crop yield.

Taxon
Sugarcanee0
Treatment
sugarcane straw removale4
Outcome
crop yielde4
Direction
did not influencee4

Not reportedComparator

Verbatim

e4

“sugarcane straw removal did not influence the crop yield”

✓ located verbatim in the source · abstract, characters 46–102 · show in text ↑
e0

“Sugarcane ( Saccharum spp.) straw removal from the field”

✓ located verbatim in the source · abstract, characters 327–383 · show in text ↑
Mechanismhypothesisoriginal resultbasis n/a

Claim · model-written summary

Meteorological conditions may alter the straw/stalk ratio and so influence sugarcane straw yield (hypothesis).

Taxon
Sugarcanee0
Outcome
straw yielde5
Qualifier
Meteorological conditions may alter the straw/stalk ratioe5

Verbatim

e5

“Meteorological conditions may alter the straw/stalk ratio and thus influence the sugarcane straw yield”

✓ located verbatim in the source · abstract, characters 223–325 · show in text ↑
e0

“Sugarcane ( Saccharum spp.) straw removal from the field”

✓ located verbatim in the source · abstract, characters 327–383 · show in text ↑