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Record W4415215745 · doi:10.1016/j.indcrop.2025.122117

Cadmium enrichment influences cell wall properties and leaching resistance of tension and opposite wood in poplar

2025· article· en· W4415215745 on OpenAlexaff
Pengfei Xia, Manman Lu, Chunping Dai, Jiejie Sun, Jing Qian

Bibliographic record

VenueIndustrial Crops and Products · 2025
Typearticle
Languageen
FieldEngineering
TopicWood Treatment and Properties
Canadian institutionsUniversity of British Columbia
FundersChina Scholarship CouncilUniversity Natural Science Research Project of Anhui ProvinceChina Postdoctoral Science FoundationAnhui Agricultural UniversityNational Natural Science Foundation of China
KeywordsCell wallLeaching (pedology)CelluloseCadmiumCrystallinityChemical compositionLigninSoil waterExtraction (chemistry)

Abstract

fetched live from OpenAlex

Poplar is a high-biomass species and is widely used for the phytoremediation of soils contaminated with cadmium. It is often subjected to heterogeneous soil conditions and associated stresses that promote reaction wood formation during growth. However, there is limited understanding of the anatomical and chemical responses of its reaction wood to Cd stress. This study examined the structural and physicochemical properties of tension wood (TW) and opposite wood (OW) formed in inclined Cd-enriched poplars. Varying Cd concentrations (0–100 mg/kg) were applied, and vessel wall thickness, cellulose crystallinity, microfibril angle (MFA), functional group composition, and Cd leaching behavior were systematically assessed. The results revealed non-linear crystallinity and vessel wall thickness responses in TW and OW, with the lowest values occurring at moderate Cd levels (20 mg/kg). MFA increased monotonically in OW, while TW showed a biphasic pattern. FTIR analysis indicated distinct chemical signatures between TW and OW under Cd exposure. Sequential extraction revealed that Cd was predominantly retained in acid-extractable and reducible forms. Significant Cd leaching occurred only during aqueous immersion, whereas retention remained stable under 75 % relative humidity. This study reveals how cadmium stress differentially alters the structure and chemistry of tension and opposite wood in poplar, providing critical insights for the safe utilization of Cd-enriched biomass in phytoremediation. • Microstructure changed significantly when Cd exceeded 20 mg/kg. • Chemical composition differed between tension and opposite wood. • Cd forms in cell walls ranked: acid-extractable > reducible > water-soluble. • Cd leached significantly after cyclic water soaking. • Cd content in wood remained stable under humid conditions.

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 score0.002
Threshold uncertainty score0.003

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
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 integrity0.0000.001
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 head0.032
GPT teacher head0.203
Teacher spread0.171 · 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
Published2025
Admission routes1
Has abstractyes

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