Paper · 2024 · Biology and Fertility of Soils

Pyrolysis temperature affects biochar suitability as an alternative rhizobial carrier

Rahat Shabir; Yantao Li; Mallavarapu Megharaj; et al.

15
claims
30
verbatim quotes
25
citations
4
research areas
✓
Open access · cc-by

Abstract

Abstract Biochars produced from different feedstocks and at different pyrolysis temperatures may have various chemical and physical properties, affecting their potential use as alternative microbial carrier materials. In this study, biochars were produced from pine wood and oak feedstocks at various temperatures (400°C, 500°C, 600°C, 700°C and 800°C), characterized, and assessed for their potential as carriers for Bradyrhizobium japonicum (CB1809) strain. The biochars were then stored at two different storage temperatures (28°C and 38°C) for up to 90 days. Furthermore, the study also explored the role of potentially ideal carriers as inoculants in the growth of Glycine max L. (soybean) under different moisture levels i.e., 55% water holding capacity (WHC) (D0), 30% WHC (D1) and, 15% WHC (D2) using a mixture of 50% garden soil and 50% sand. The results were compared to a control group (without inoculants) and a peat inoculant. Among all the materials derived from pine wood and oak, pine wood biochar pyrolyzed at 400℃ (P-BC400) exhibited the highest CFU count, with values of 10.34 and 9.74 Log 10 CFU g − 1 after 90 days of storage at 28℃ and 38℃, respectively. This was notably higher compared to other biochars and peat carriers. Significant ( p < 0.05) increases in plant properties: shoot and root dry biomass (174% and 367%), shoot and root length (89% and 85%), number of leaves (71%), membrane stability index (27%), relative water content (26%), and total chlorophyll (140%) were observed in plants treated with P-BC400 carrier inoculant compared to the control at D2; however, lower enrichment of δ 13 C (37%) and δ 15 N (108%) with highest number of root nodules (8.3 ± 1.26) and nitrogenase activity (0.869 ± 0.04) were observed under D2, as evident through PCA analysis, showing more nitrogen (N) fixation and photosynthetic activity. Overall, this experiment concluded that biochar pyrolyzed at lower temperatures, especially P-BC400, was the most suitable candidate for rhizobial inoculum and promoted soybean growth.

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 15

Method / resourceobservedoriginal resultpositivemeasured

Claim · model-written summary

P-BC400 had the highest rhizobial CFU count after 90 days at 28℃.

Taxon
Glycine max L. (soybean)Glycine maxe1
Treatment
pine wood biochar pyrolyzed at 400℃ (P-BC400)e0
Interactor
Bradyrhizobium japonicum (CB1809) strainBradyrhizobium japonicume2symbiont
Outcome
CFU counte0
Value
10.34e0
Comparator
other biochars and peat carrierse0
Setting
28℃e0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗
Bradyrhizobium japonicum
Bradyrhizobium japonicum · InteractorLouisa Howard - Dartmouth Electron Microscope Facility · Public domain · Wikimedia Commons ↗

Verbatim

e0

“Among all the materials derived from pine wood and oak, pine wood biochar pyrolyzed at 400℃ (P-BC400) exhibited the highest CFU count, with values of 10.34 and 9.74 Log 10 CFU g − 1 after 90 days of storage at 28℃ and 38℃, respectively. This was notably higher compared to other biochars and peat carriers.”

✓ located verbatim in the source · abstract, characters 940–1246 · show in text ↑
e1

“Glycine max L. (soybean)”

✓ located verbatim in the source · abstract, characters 670–694 · show in text ↑
e2

“Bradyrhizobium japonicum (CB1809) strain”

✓ located verbatim in the source · abstract, characters 418–458 · show in text ↑
Method / resourceobservedoriginal resultpositivemeasured

Claim · model-written summary

P-BC400 had the highest rhizobial CFU count after 90 days at 38℃.

Taxon
Glycine max L. (soybean)Glycine maxe1
Treatment
pine wood biochar pyrolyzed at 400℃ (P-BC400)e0
Outcome
CFU counte0
Value
9.74 Log 10 CFU g − 1e0
Comparator
other biochars and peat carrierse0
Setting
38℃e0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“Among all the materials derived from pine wood and oak, pine wood biochar pyrolyzed at 400℃ (P-BC400) exhibited the highest CFU count, with values of 10.34 and 9.74 Log 10 CFU g − 1 after 90 days of storage at 28℃ and 38℃, respectively. This was notably higher compared to other biochars and peat carriers.”

✓ located verbatim in the source · abstract, characters 940–1246 · show in text ↑
e1

“Glycine max L. (soybean)”

✓ located verbatim in the source · abstract, characters 670–694 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

At D2, P-BC400 inoculant increased soybean shoot dry biomass by 174% versus control.

Taxon
Glycine max L. (soybean)Glycine maxe1
Treatment
P-BC400 carrier inoculante0
Outcome
shoot and root dry biomasse0
Direction
increasese0
Value
174%e0
Qualifier
D2e0
Comparator
the controle0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“Significant ( p < 0.05) increases in plant properties: shoot and root dry biomass (174% and 367%), shoot and root length (89% and 85%), number of leaves (71%), membrane stability index (27%), relative water content (26%), and total chlorophyll (140%) were observed in plants treated with P-BC400 carrier inoculant compared to the control at D2; however, lower enrichment of δ 13 C (37%) and δ 15 N (108%) with highest number of root nodules (8.3 ± 1.26) and nitrogenase activity (0.869 ± 0.04) were observed under D2, as evident through PCA analysis, showing more nitrogen (N) fixation and photosynthetic activity.”

✓ located verbatim in the source · abstract, characters 1247–1861 · show in text ↑
e1

“Glycine max L. (soybean)”

✓ located verbatim in the source · abstract, characters 670–694 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

At D2, P-BC400 inoculant increased soybean root dry biomass by 367% versus control.

Taxon
Glycine max L. (soybean)Glycine maxe1
Treatment
P-BC400 carrier inoculante0
Outcome
shoot and root dry biomasse0
Direction
increasese0
Value
367%e0
Qualifier
D2e0
Comparator
the controle0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“Significant ( p < 0.05) increases in plant properties: shoot and root dry biomass (174% and 367%), shoot and root length (89% and 85%), number of leaves (71%), membrane stability index (27%), relative water content (26%), and total chlorophyll (140%) were observed in plants treated with P-BC400 carrier inoculant compared to the control at D2; however, lower enrichment of δ 13 C (37%) and δ 15 N (108%) with highest number of root nodules (8.3 ± 1.26) and nitrogenase activity (0.869 ± 0.04) were observed under D2, as evident through PCA analysis, showing more nitrogen (N) fixation and photosynthetic activity.”

✓ located verbatim in the source · abstract, characters 1247–1861 · show in text ↑
e1

“Glycine max L. (soybean)”

✓ located verbatim in the source · abstract, characters 670–694 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

At D2, P-BC400 inoculant increased soybean shoot length by 89%.

Taxon
Glycine max L. (soybean)Glycine maxe1
Treatment
P-BC400 carrier inoculante0
Outcome
shoot and root lengthe0
Direction
increasese0
Value
89%e0
Qualifier
D2e0
Comparator
the controle0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“Significant ( p < 0.05) increases in plant properties: shoot and root dry biomass (174% and 367%), shoot and root length (89% and 85%), number of leaves (71%), membrane stability index (27%), relative water content (26%), and total chlorophyll (140%) were observed in plants treated with P-BC400 carrier inoculant compared to the control at D2; however, lower enrichment of δ 13 C (37%) and δ 15 N (108%) with highest number of root nodules (8.3 ± 1.26) and nitrogenase activity (0.869 ± 0.04) were observed under D2, as evident through PCA analysis, showing more nitrogen (N) fixation and photosynthetic activity.”

✓ located verbatim in the source · abstract, characters 1247–1861 · show in text ↑
e1

“Glycine max L. (soybean)”

✓ located verbatim in the source · abstract, characters 670–694 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

At D2, P-BC400 inoculant increased soybean root length by 85%.

Taxon
Glycine max L. (soybean)Glycine maxe1
Treatment
P-BC400 carrier inoculante0
Outcome
shoot and root lengthe0
Direction
increasese0
Value
85%e0
Qualifier
D2e0
Comparator
the controle0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“Significant ( p < 0.05) increases in plant properties: shoot and root dry biomass (174% and 367%), shoot and root length (89% and 85%), number of leaves (71%), membrane stability index (27%), relative water content (26%), and total chlorophyll (140%) were observed in plants treated with P-BC400 carrier inoculant compared to the control at D2; however, lower enrichment of δ 13 C (37%) and δ 15 N (108%) with highest number of root nodules (8.3 ± 1.26) and nitrogenase activity (0.869 ± 0.04) were observed under D2, as evident through PCA analysis, showing more nitrogen (N) fixation and photosynthetic activity.”

✓ located verbatim in the source · abstract, characters 1247–1861 · show in text ↑
e1

“Glycine max L. (soybean)”

✓ located verbatim in the source · abstract, characters 670–694 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

At D2, P-BC400 inoculant increased soybean leaf number by 71%.

Taxon
Glycine max L. (soybean)Glycine maxe1
Treatment
P-BC400 carrier inoculante0
Outcome
number of leavese0
Direction
increasese0
Value
71%e0
Qualifier
D2e0
Comparator
the controle0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“Significant ( p < 0.05) increases in plant properties: shoot and root dry biomass (174% and 367%), shoot and root length (89% and 85%), number of leaves (71%), membrane stability index (27%), relative water content (26%), and total chlorophyll (140%) were observed in plants treated with P-BC400 carrier inoculant compared to the control at D2; however, lower enrichment of δ 13 C (37%) and δ 15 N (108%) with highest number of root nodules (8.3 ± 1.26) and nitrogenase activity (0.869 ± 0.04) were observed under D2, as evident through PCA analysis, showing more nitrogen (N) fixation and photosynthetic activity.”

✓ located verbatim in the source · abstract, characters 1247–1861 · show in text ↑
e1

“Glycine max L. (soybean)”

✓ located verbatim in the source · abstract, characters 670–694 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

At D2, P-BC400 inoculant increased membrane stability index by 27%.

Taxon
Glycine max L. (soybean)Glycine maxe1
Treatment
P-BC400 carrier inoculante0
Outcome
membrane stability indexe0
Direction
increasese0
Value
27%e0
Qualifier
D2e0
Comparator
the controle0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“Significant ( p < 0.05) increases in plant properties: shoot and root dry biomass (174% and 367%), shoot and root length (89% and 85%), number of leaves (71%), membrane stability index (27%), relative water content (26%), and total chlorophyll (140%) were observed in plants treated with P-BC400 carrier inoculant compared to the control at D2; however, lower enrichment of δ 13 C (37%) and δ 15 N (108%) with highest number of root nodules (8.3 ± 1.26) and nitrogenase activity (0.869 ± 0.04) were observed under D2, as evident through PCA analysis, showing more nitrogen (N) fixation and photosynthetic activity.”

✓ located verbatim in the source · abstract, characters 1247–1861 · show in text ↑
e1

“Glycine max L. (soybean)”

✓ located verbatim in the source · abstract, characters 670–694 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

At D2, P-BC400 inoculant increased relative water content by 26%.

Taxon
Glycine max L. (soybean)Glycine maxe1
Treatment
P-BC400 carrier inoculante0
Outcome
relative water contente0
Direction
increasese0
Value
26%e0
Qualifier
D2e0
Comparator
the controle0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“Significant ( p < 0.05) increases in plant properties: shoot and root dry biomass (174% and 367%), shoot and root length (89% and 85%), number of leaves (71%), membrane stability index (27%), relative water content (26%), and total chlorophyll (140%) were observed in plants treated with P-BC400 carrier inoculant compared to the control at D2; however, lower enrichment of δ 13 C (37%) and δ 15 N (108%) with highest number of root nodules (8.3 ± 1.26) and nitrogenase activity (0.869 ± 0.04) were observed under D2, as evident through PCA analysis, showing more nitrogen (N) fixation and photosynthetic activity.”

✓ located verbatim in the source · abstract, characters 1247–1861 · show in text ↑
e1

“Glycine max L. (soybean)”

✓ located verbatim in the source · abstract, characters 670–694 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

At D2, P-BC400 inoculant increased total chlorophyll by 140%.

Taxon
Glycine max L. (soybean)Glycine maxe1
Treatment
P-BC400 carrier inoculante0
Outcome
total chlorophylle0
Direction
increasese0
Value
140%e0
Qualifier
D2e0
Comparator
the controle0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“Significant ( p < 0.05) increases in plant properties: shoot and root dry biomass (174% and 367%), shoot and root length (89% and 85%), number of leaves (71%), membrane stability index (27%), relative water content (26%), and total chlorophyll (140%) were observed in plants treated with P-BC400 carrier inoculant compared to the control at D2; however, lower enrichment of δ 13 C (37%) and δ 15 N (108%) with highest number of root nodules (8.3 ± 1.26) and nitrogenase activity (0.869 ± 0.04) were observed under D2, as evident through PCA analysis, showing more nitrogen (N) fixation and photosynthetic activity.”

✓ located verbatim in the source · abstract, characters 1247–1861 · show in text ↑
e1

“Glycine max L. (soybean)”

✓ located verbatim in the source · abstract, characters 670–694 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

At D2, carbon isotope enrichment was lower by 37%.

Taxon
Glycine max L. (soybean)Glycine maxe1
Outcome
enrichment of δ 13 Ce0
Direction
lowere0
Value
37%e0
Qualifier
D2e0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“lower enrichment of δ 13 C (37%) and δ 15 N (108%) with highest number of root nodules (8.3 ± 1.26) and nitrogenase activity (0.869 ± 0.04) were observed under D2”

✓ located verbatim in the source · abstract, characters 1601–1763 · show in text ↑
e1

“Glycine max L. (soybean)”

✓ located verbatim in the source · abstract, characters 670–694 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

At D2, nitrogen isotope enrichment was lower by 108%.

Taxon
Glycine max L. (soybean)Glycine maxe1
Outcome
δ 15 Ne0
Direction
lowere0
Value
108%e0
Qualifier
D2e0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“lower enrichment of δ 13 C (37%) and δ 15 N (108%) with highest number of root nodules (8.3 ± 1.26) and nitrogenase activity (0.869 ± 0.04) were observed under D2”

✓ located verbatim in the source · abstract, characters 1601–1763 · show in text ↑
e1

“Glycine max L. (soybean)”

✓ located verbatim in the source · abstract, characters 670–694 · show in text ↑
Observationobservedoriginal resultpositivemeasured

Claim · model-written summary

Root nodule number was highest at D2, 8.3 ± 1.26.

Taxon
Glycine max L. (soybean)Glycine maxe1
Outcome
number of root nodulese0
Direction
higheste0
Value
8.3 ± 1.26e0
Qualifier
D2e0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“highest number of root nodules (8.3 ± 1.26) and nitrogenase activity (0.869 ± 0.04) were observed under D2”

✓ located verbatim in the source · abstract, characters 1657–1763 · show in text ↑
e1

“Glycine max L. (soybean)”

✓ located verbatim in the source · abstract, characters 670–694 · show in text ↑
Observationobservedoriginal resultpositivemeasured

Claim · model-written summary

Nitrogenase activity was highest at D2, 0.869 ± 0.04.

Taxon
Glycine max L. (soybean)Glycine maxe1
Outcome
nitrogenase activitye0
Direction
higheste0
Value
0.869 ± 0.04e0
Qualifier
D2e0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“highest number of root nodules (8.3 ± 1.26) and nitrogenase activity (0.869 ± 0.04) were observed under D2”

✓ located verbatim in the source · abstract, characters 1657–1763 · show in text ↑
e1

“Glycine max L. (soybean)”

✓ located verbatim in the source · abstract, characters 670–694 · show in text ↑
Recommendationauthor interpretationoriginal resultpositivebasis n/a

Claim · model-written summary

The authors conclude low-temperature biochar, especially P-BC400, was suitable as rhizobial inoculum and promoted soybean growth.

Taxon
soybeanGlycine maxe0
Treatment
P-BC400e0
Outcome
most suitable candidate for rhizobial inoculum and promoted soybean growthe0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“Overall, this experiment concluded that biochar pyrolyzed at lower temperatures, especially P-BC400, was the most suitable candidate for rhizobial inoculum and promoted soybean growth.”

✓ located verbatim in the source · abstract, characters 1862–2046 · show in text ↑

food additive carrier · growth · Glycine max (soybean)Positive and negative results

2 papers: 1 positive, 1 negative or no effect

1 in the opposite direction

  1. negative
See all 2 papers →

food additive carrier · physiology: pigments · Glycine max (soybean)Positive and negative results

2 papers: 1 positive, 1 negative or no effect

1 in the opposite direction

  1. no effect
See all 2 papers →

biochar · growth · Glycine max (soybean)Results differ

60 papers: 56 positive, 4 negative or no effect

55 papers in the same direction as this paper · 4 in the opposite direction

  1. no effect
  2. no effect
  3. negative

56 papers more in this group

See all 60 papers →

inoculation · physiology: water · Glycine max (soybean)Positive and negative results

13 papers: 10 positive, 3 negative or no effect

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

  1. negative
  2. negative
  3. no effect

9 papers more in this group

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inoculation · physiology: oxidative · Glycine max (soybean)Positive and negative results

20 papers: 19 positive, 1 negative or no effect

18 papers in the same direction as this paper · 1 in the opposite direction

  1. negative
  2. positive
  3. positive

16 papers more in this group

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inoculation · physiology: pigments · Glycine max (soybean)Positive and negative results

44 papers: 35 positive, 9 negative or no effect

34 papers in the same direction as this paper · 9 in the opposite direction

  1. negative
  2. no effect
  3. no effect

40 papers more in this group

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inoculation · growth · Glycine max (soybean)Positive and negative results

358 papers: 323 positive, 35 negative or no effect

322 papers in the same direction as this paper · 33 in the opposite direction · 2 reporting no difference from an alternative

  1. negative
  2. negative
  3. negative

354 papers more in this group

See all 358 papers →

biochar · physiology: oxidative · Glycine max (soybean)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 →

8 of 10 groups shown: named compounds and organisms first, then groups whose results differ (checked claim by claim), then those with positive and negative results, then the smaller groups.

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.