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Record W4409590167 · doi:10.1016/j.fcr.2025.109923

Biological N2-fixation and grain yield of pigeon pea: The role of biochar and conservation agriculture in low-input systems

2025· article· en· W4409590167 on OpenAlex
Talent Namatsheve, Jan Mulder, Alfred Obia, Vegard Martinsen

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

fundA Canadian funder is recorded on the work.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueField Crops Research · 2025
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicCrop Yield and Soil Fertility
Canadian institutionsnot available
FundersNational Research Council CanadaNorges Miljø- og Biovitenskapelige UniversitetNorges Forskningsråd
KeywordsBiocharAgronomyGrain yieldYield (engineering)Fixation (population genetics)AgricultureConservation agricultureEnvironmental scienceBiologyAgroforestryChemistryMaterials scienceEcologyPyrolysis

Abstract

fetched live from OpenAlex

Biological N 2 -fixation by legumes such as pigeon pea is a potentially important nitrogen input and a pathway for replenishing soil nitrogen (N) in maize dominant cropping systems. Biochar has been reported to affect N cycling, yet there are no studies on the synergism of conservation agriculture (CA) and biochar amendments on biological N 2 -fixation of pigeon pea in low input systems of sub-Saharan Africa. The objective of this study was to investigate the effect of biochar amendments under CA systems on biological N 2 -fixation, as these practices are promising sustainable intensification options in SSA. Specifically, we explored the effects of pigeon pea rotation and biochar amendments under CA on (1) biological N 2 -fixation, and (2) pigeon pea grain yield at three sites located in different agro-ecological regions of Uganda. We hypothesized that application of biochar under CA leads to greater biological N 2 -fixation and grain yield, than CA alone or conventional tillage. We set up three on-station experiments; one in Central Uganda (Mubende district), and two in Northern Uganda (Alebtong and Gulu districts) for two seasons. CA involved minimum tillage with planting basins established by hand hoeing. We investigated four treatments (1) conventional tillage with crop rotation (Conventional), (2) minimum tillage with crop rotation (CA), (3) CA and 2 Mg ha −1 of biochar, applied in both first and second year (CA+BC+BC), and (4) CA and 4 Mg ha −1 of biochar, applied once in the first year (CA+BC). Biological N 2 -fixation was high in Gulu, compared to Alebtong and Mubende; and this was mainly related to low soil N and greater percent of N derived from the atmosphere (%Ndfa), compared to other sites. Treatment effect on biological N 2 -fixation was variable across seasons, biochar application in CA systems did not affect biological N 2 -fixation in 2022 in Alebtong and Mubende. In 2023, biochar amendments in CA systems significantly increased biological N 2 -fixation in all sites. Grain yield was significantly increased by biochar application in CA systems compared to conventional practices, in all seasons and sites. A single dose application or split application of 4 Mg ha −1 biochar had similar effects on biological N 2 -fixation and grain yield. Biological N 2 -fixation was positively influenced by biochar application under CA systems. The additional N input associated with biological N 2 -fixation was up to 106 kg N ha −1 in Gulu and it significantly increased grain yield. There were no differences between once off application of 4 Mg ha −1 of biochar or applying 2 Mg ha −1 in the first year followed by 2 Mg ha −1 in the second year. • Combined effect of conservation agriculture (CA) and biochar on biological N 2 -fixation of pigeon pea in low input systems is not well understood. • Biological N 2 -fixation was variable across sites. • Biochar and CA enhanced biological N 2 -fixation and grain yield of pigeon pea. • Both single dose and split application of 4 Mg ha −1 biochar under CA had comparable results on biological N 2 -fixation and grain yield. • Biological N 2 -fixation was negatively correlated with soil N.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.556
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.043
GPT teacher head0.291
Teacher spread0.248 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it