Paper · 2024 · Agronomy

Metallurgical Waste for Sustainable Agriculture: Converter Slag and Blast-Furnace Sludge Increase Oat Yield in Acidic Soils

Olga V. Zakharova; Peter A. Baranchikov; Svetlana P. Chebotaryova; et al.

16
claims
31
verbatim quotes
6
citations
2
research areas
✓
Open access · cc-by

Abstract

The study is the first to examine the combined use of blast-furnace sludge as a source of microelements and converter slag as a soil-deoxidizing agent in oat (Avena sativa L.) cultivation in sod-podzolic soils. It has been established that blast-furnace sludge is a highly dispersed waste, which contains about 50% iron, 7% zinc, and a small amount of calcium, silicon, magnesium, aluminum, and sulfur. Hazardous components such as lead, arsenic, etc., are not detected. Converter slag comprises porous granules up to 3 mm in size, consisting mainly of calcium compounds (CaO, Ca(CO)3, CaSiO3, CaFe2O4) and a small amount of Mn, Al, and Mg trace elements. In a laboratory experiment, blast-furnace sludge increased the germination of oats by 5–10%, regardless of the addition of a deoxidizer (slag), but at the same time suppressed the growth of stem length by a maximum of 18% at 1 g∙kg−1. The addition of slag raised substrate pH and increased the index by 8% at a sludge concentration of 0.1 g∙kg−1. Root length in deoxidizer-free variants increased by 50–60% and with the addition of slag by 27–47%. Root dry mass also increased under the addition of sludge by 85–98%; however, the addition of slag reduced the indicator to the control level. In a field experiment with the combined application of waste, an increase in yield by more than 30% was shown. When soil was treated with slag and sludge, the height of plants increased by an average of 18%. It should be noted that the introduction of waste did not affect the quality of the grain. The use of slag increased the lead content in the soil, which is probably due to the sorption properties of calcium compounds in the slag, since lead was not found in the analyzed waste. Presumably, lead is sorbed by slag from the lower soil horizons, concentrating and immobilizing it in the upper layer. This version is supported by the absence of lead accumulation in straw and oat grain. The zinc-containing sludge increased the content of this element by 33% in the soil, as well as by 6% in straw and by 14% in grain. Thus, we found that the studied metallurgical wastes can be used as nutrients for agriculture, both individually and jointly. Overall, the proposed approach will contribute both to reducing the amount of accumulated waste and to improving the efficiency and sustainability of agricultural production and CO2 sequestration. However, the features of the accumulation of heavy metals in soil and plants under the influence of the analyzed types of waste require more in-depth study, including within the framework of long-term field experiments.

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 16

Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Blast-furnace sludge increased oat germination by 5–10%.

Treatment
blast-furnace sludgee0
Outcome
germination of oatse0
Direction
increasede0
Value
5–10%e0

Not reportedComparator

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

Avena sativa
Avena sativa · TaxonSendelbach ( talk ) · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

t0

“Oat”

✓ located verbatim in the source · title, characters 98–101 · show in text ↑
e0

“blast-furnace sludge increased the germination of oats by 5–10%, regardless of the addition of a deoxidizer (slag)”

✓ located verbatim in the source · abstract, characters 684–798 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Sludge suppressed stem length by up to 18% at 1 g∙kg−1.

Treatment
1 g∙kg−1e0
Outcome
growth of stem lengthe0
Direction
suppressede0
Value
18%e0

Not reportedComparator

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

Avena sativa
Avena sativa · TaxonSendelbach ( talk ) · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

t0

“Oat”

✓ located verbatim in the source · title, characters 98–101 · show in text ↑
e0

“suppressed the growth of stem length by a maximum of 18% at 1 g∙kg−1”

✓ located verbatim in the source · abstract, characters 821–889 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Slag raised substrate pH.

Treatment
slage0
Outcome
substrate pHe0
Direction
raisede0

Not reportedComparator

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

Avena sativa
Avena sativa · TaxonSendelbach ( talk ) · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

t0

“Oat”

✓ located verbatim in the source · title, characters 98–101 · show in text ↑
e0

“The addition of slag raised substrate pH”

✓ located verbatim in the source · abstract, characters 891–931 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Slag increased the index by 8% at a sludge concentration of 0.1 g∙kg−1.

Treatment
sludge concentration of 0.1 g∙kg−1e0
Outcome
indexe0
Direction
increasede0
Value
8%e0

Not reportedComparator

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

Avena sativa
Avena sativa · TaxonSendelbach ( talk ) · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

t0

“Oat”

✓ located verbatim in the source · title, characters 98–101 · show in text ↑
e0

“increased the index by 8% at a sludge concentration of 0.1 g∙kg−1”

✓ located verbatim in the source · abstract, characters 936–1001 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Root length increased by 50–60% without deoxidizer.

Treatment
deoxidizer-free variantse0
Outcome
Root lengthe0
Direction
increasede0
Value
50–60%e0

Not reportedComparator

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

Avena sativa
Avena sativa · TaxonSendelbach ( talk ) · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

t0

“Oat”

✓ located verbatim in the source · title, characters 98–101 · show in text ↑
e0

“Root length in deoxidizer-free variants increased by 50–60%”

✓ located verbatim in the source · abstract, characters 1003–1062 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Root length increased by 27–47% with slag.

Treatment
addition of slage0
Outcome
Root lengthe0
Direction
increasede0
Value
27–47%e0

Not reportedComparator

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

Avena sativa
Avena sativa · TaxonSendelbach ( talk ) · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

t0

“Oat”

✓ located verbatim in the source · title, characters 98–101 · show in text ↑
e0

“Root length in deoxidizer-free variants increased by 50–60% and with the addition of slag by 27–47%”

✓ located verbatim in the source · abstract, characters 1003–1102 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Sludge increased root dry mass by 85–98%.

Treatment
addition of sludgee0
Outcome
Root dry masse0
Direction
increasede0
Value
85–98%e0

Not reportedComparator

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

Avena sativa
Avena sativa · TaxonSendelbach ( talk ) · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

t0

“Oat”

✓ located verbatim in the source · title, characters 98–101 · show in text ↑
e0

“Root dry mass also increased under the addition of sludge by 85–98%”

✓ located verbatim in the source · abstract, characters 1104–1171 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Adding slag reduced root dry mass to the control level.

Treatment
addition of slage0
Outcome
indicatore0
Direction
reducede0
Comparator
control levele0

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

Avena sativa
Avena sativa · TaxonSendelbach ( talk ) · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

t0

“Oat”

✓ located verbatim in the source · title, characters 98–101 · show in text ↑
e0

“the addition of slag reduced the indicator to the control level”

✓ located verbatim in the source · abstract, characters 1182–1245 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Combined waste application increased field yield by more than 30%.

Treatment
combined application of wastee0
Outcome
yielde0
Direction
increasee0
Value
more than 30%e0
Setting
field experimente0

Not reportedComparator

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

Avena sativa
Avena sativa · TaxonSendelbach ( talk ) · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

t0

“Oat Yield”

✓ located verbatim in the source · title, characters 98–107 · show in text ↑
e0

“In a field experiment with the combined application of waste, an increase in yield by more than 30% was shown”

✓ located verbatim in the source · abstract, characters 1247–1356 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Slag and sludge raised plant height by an average of 18%.

Treatment
slag and sludgee0
Outcome
height of plantse0
Direction
increasede0
Value
18%e0

Not reportedComparator

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

Avena sativa
Avena sativa · TaxonSendelbach ( talk ) · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

t0

“Oat”

✓ located verbatim in the source · title, characters 98–101 · show in text ↑
e0

“When soil was treated with slag and sludge, the height of plants increased by an average of 18%”

✓ located verbatim in the source · abstract, characters 1358–1453 · show in text ↑
Intervention effectobservedoriginal resultno effectmeasured

Claim · model-written summary

Waste application did not affect grain quality.

Treatment
introduction of wastee0
Outcome
quality of the graine0
Direction
did not affecte0

Not reportedComparator

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

Avena sativa
Avena sativa · TaxonSendelbach ( talk ) · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

t0

“Oat”

✓ located verbatim in the source · title, characters 98–101 · show in text ↑
e0

“the introduction of waste did not affect the quality of the grain”

✓ located verbatim in the source · abstract, characters 1479–1544 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Slag increased lead content in soil.

Treatment
slage0
Outcome
lead content in the soile0
Direction
increasede0

Not reportedComparator

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

Avena sativa
Avena sativa · TaxonSendelbach ( talk ) · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

t0

“Oat”

✓ located verbatim in the source · title, characters 98–101 · show in text ↑
e0

“The use of slag increased the lead content in the soil”

✓ located verbatim in the source · abstract, characters 1546–1600 · show in text ↑
Observationobservedoriginal resultpositivemeasured

Claim · model-written summary

Lead did not accumulate in straw or oat grain.

Outcome
absence of lead accumulation in straw and oat graine0

Not reportedDirection

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

Avena sativa
Avena sativa · TaxonSendelbach ( talk ) · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“absence of lead accumulation in straw and oat grain”

✓ located verbatim in the source · abstract, characters 1885–1936 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Zinc-containing sludge raised soil zinc by 33%.

Treatment
zinc-containing sludgee0
Outcome
content of this elemente0
Direction
increasede0
Value
33%e0

Not reportedComparator

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

Avena sativa
Avena sativa · TaxonSendelbach ( talk ) · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

t0

“Oat”

✓ located verbatim in the source · title, characters 98–101 · show in text ↑
e0

“The zinc-containing sludge increased the content of this element by 33% in the soil”

✓ located verbatim in the source · abstract, characters 1938–2021 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Zinc-containing sludge raised straw zinc by 6%.

Treatment
zinc-containing sludgee0
Outcome
strawe0
Direction
increasede0
Value
6%e0

Not reportedComparator

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

Avena sativa
Avena sativa · TaxonSendelbach ( talk ) · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

t0

“Oat”

✓ located verbatim in the source · title, characters 98–101 · show in text ↑
e0

“The zinc-containing sludge increased the content of this element by 33% in the soil, as well as by 6% in straw”

✓ located verbatim in the source · abstract, characters 1938–2048 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Zinc-containing sludge raised grain zinc by 14%.

Treatment
zinc-containing sludgee0
Outcome
graine0
Direction
increasede0
Value
14%e0

Not reportedComparator

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

Avena sativa
Avena sativa · TaxonSendelbach ( talk ) · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

t0

“Oat”

✓ located verbatim in the source · title, characters 98–101 · show in text ↑
e0

“The zinc-containing sludge increased the content of this element by 33% in the soil, as well as by 6% in straw and by 14% in grain”

✓ located verbatim in the source · abstract, characters 1938–2068 · show in text ↑

organic · molecular: metabolites · Avena sativa (oats)Positive and negative results

6 papers: 4 positive, 2 negative or no effect

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

  1. no effect
  2. negative
  3. positive

2 papers more in this group

See all 6 papers →

organic · yield · Avena sativa (oats)Positive and negative results

15 papers: 14 positive, 1 negative or no effect

13 papers in the same direction as this paper · 1 reporting no difference from an alternative

  1. no effect
  2. positive
  3. positive

11 papers more in this group

See all 15 papers →

organic · growth · Avena sativa (oats)Results agree

5 papers: 5 positive, 0 negative or no effect

4 papers in the same direction as this paper

  1. positive
  2. positive
  3. positive

1 paper more in this group

See all 5 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.