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Record W7075334040

Actinomycete diversity associated with cherry tree rhizospheres and their potential as microbial inoculants

2020· other· en· W7075334040 on OpenAlexaboutno aff

Bibliographic record

VenuecIRcle (University of British Columbia) · 2020
Typeother
Languageen
FieldComputer Science
TopicGeochemistry and Geologic Mapping
Canadian institutionsnot available
Fundersnot available
KeywordsMicrobial inoculantChitinaseFumigationRhizosphereBeneficial organismBiological pest controlResistance (ecology)Blight
DOInot available

Abstract

fetched live from OpenAlex

Cherry production in British Columbia, has increased dramatically over the past 20 years, representing about 96 % of the total Canadian crop. Increased cherry production, along with climate change, has brought new challenges to the Okanagan valley, such as limited water availability and increased soil-borne pathogens. When young cherry trees are planted to replace old apple or cherry orchards Replant Disease (RD) can arise, negatively affecting the establishment of new trees. In the Okanagan valley, RD has been linked to the presence of high populations of the plant-parasitic nematode Pratylenchus penetrans. Overcoming RD is critical for the successful establishment of high-density orchards; hence, environmentally-friendly methods are needed to manage the soil pathogens. The aim of this dissertation was to isolate multifunctional plant-growth-promoting (PGPR) and nematicidal bacteria from cherry rhizospheres, and to determine their possible mode of action. In addition, the potential of the isolated PGPR strains to induce drought resistance in plants was also assessed. Three Streptomyces and two Pseudomonas strains were isolated with potential to be used as microbial inoculants. The PGPR strains have nematicidal and antifungal activity, produce chitinases, proteases, the phytohormone indoleacetic acid, and the 1-aminocyclopropane-1-carboxylate (ACC) deaminase enzyme. The strains were also found to alleviate drought stress in drought-sensitive pepper plants. A second objective was to study the effect of different land management practices (composting, mulching), land-use history (old, new orchards), and fumigation on the abundance of chitinase chiC gene and the diversity of the actinobacterial communities. Chitinase chiC gene has been implicated as a mechanism of biocontrol through hydrolysis of both, nematode egg-shell and phytopathogenic fungal cell walls. The organic amendments did not increase chiC gene abundance, and there were no significant differences in the chiC gene copy number among old and new orchards. However, a higher chiC gene abundance was found in the adjacent non-cultivated soil indicating the detrimental effects of cherry cropping on bacterial chitinolytic populations. The addition of amendments and land-use history did not affect the actinobacterial diversity, in contrast, fumigation with Basamid, a chemical used to control nematodes, significantly decreased the actinobacterial diversity in the soils.

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: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.015
Threshold uncertainty score0.031

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
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)0.0000.000

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 head0.007
GPT teacher head0.143
Teacher spread0.137 · 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 designBench or experimental
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".

Quick stats

Citations0
Published2020
Admission routes1
Has abstractyes

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