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Record W4392601239 · doi:10.5194/egusphere-egu24-6722

Functional and genotypic diversity of pea (Pisum sativum L.) microsymbionts in several geographical sites in Tunisia: Selection of inoculant strains for biofertilizer formulation

2024· preprint· en· W4392601239 on OpenAlexaff
Amira Hachana, Imen Hemissi, Amir Souissi, Anissa Riahi, Neila Abdi, Manel Bouraoui, Hanen Arfaoui, Imen Cherif, Raoudha Ferjani, B. Sifi

Bibliographic record

Venuenot available
Typepreprint
Languageen
FieldAgricultural and Biological Sciences
TopicLegume Nitrogen Fixing Symbiosis
Canadian institutionsAgriculture and Agri-Food Canada
Fundersnot available
KeywordsSativumMicrobial inoculantPisumBiologySelection (genetic algorithm)BiofertilizerBotanyHorticultureInoculation

Abstract

fetched live from OpenAlex

Pea (Pisum sativum L.) is a leguminous plant that is cultivated for its nutritional value and advantageous effects on soil fertility when used as a preceding crop. Its symbiotic nitrogen fixation and phosphorus solubilization properties thanks to the association with rhizospheric bacteria make it crucial component in cereal-based cropping systems. In Tunisia, the upscaling of pea cultivation faces numerous challenges, including low yields attributed to soil fertility depletion and the low abundance or ineffectiveness of specific rhizobia for achieving optimal pea nodulation.The current study aims to assess the diversity and plant growth promoting traits of pea endophytic bacteria in order to select effective inoculant strains. For this purpose, 166 bacterial strains were isolated from root nodules of pea plants, collected from 46 regions in Tunisia. The strains were subjected to thorough in vitro assays, involving morphological, functional, and genetic characterization.The results demonstrated that 153 strains were tested Gram-negative and 13 strains Gram-positive. Among the Gram-negative isolates, 44 strains induced nodule formation on pea plants of the 'Lincoln' variety, but mostly produced low nodule number and biomass and poor plant growth. The assessment of phosphorus solubilization among the whole isolates collection revealed a highly significant difference in the halo diameter formed on Pikovskaya medium and the phosphorus solubilization index. One hundred thirteen isolates were capable of solubilizing inorganic phosphorus.The analysis of functional diversity of pea microsymbionts showed that Rhizobium strains (Oued Bj0.16, BjD, KalAM, MzBrg, Jbn, Morg15, Jed3, Sbit1, and Sb4), that were originated respectively from Beja, Kalaat Andalous, Menzel Bourguiba, Jbeniana, Morneg, Jedaida, Sbitla, and Sbiba sites, presented the highest efficiency in regards of nitrogen fixation. Furthermore, the strain Oued Bj0.16 demonstrated a moderate ability to solubilize phosphorus whereas the strain SoliL stands as the most efficient phosphorus-solubilizing bacteria (PSB). Concerning non-nodulating bacteria, BsM, Mat3L, MzelTM, and Mok4 were identified as a highly efficient PSB. In addition, the Gram-positive strain TebkL, originated from Beja, was identified as the most efficient P-solubilizer. The 16S gene sequencing revealed that pea nodular microsymbionts were attributed to 6 different genera: Rhizobium sp., Rhizobium leguminosarum, Parabulkolderia fungorum, Pantoea sp., Pseudomonas fluorescens, Pseudomonas baetica, Bacillus subtilis, Paenibacillus polymyxa, and Rhizobium nepotum. The exploration of pea microsymbionts diversity demonstrated extensive functional and genetic variations associated with the isolates origin.In a nutshell, the application of single or mix of these beneficial bacteria as inoculant is an eco-friendly option that provides nitrogen and phosphorus to the crops and gets rid of chemical fertilizer, thereby promoting plant growth and preserving the environment in a Mediterranean context.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.009
Threshold uncertainty score0.018

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.030
GPT teacher head0.234
Teacher spread0.204 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations0
Published2024
Admission routes1
Has abstractyes

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