MétaCan
Menu
Back to cohort
Record W4415903376 · doi:10.1016/j.bamboo.2025.100207

Straw mulching increased soil organic carbon content and stability by stimulating mineral protection in a Moso bamboo plantation

2025· article· en· W4415903376 on OpenAlexaff
Yuchen Lin, Quan Li, Chao Zhang, Changhui Peng, Jiarui Fu, Jiayu Zhou, Sheng Bi, Si-Kai Wang, Man Shi, Tingting Cao, Zhikang Wang, Xinzhang Song

Bibliographic record

VenueAdvances in Bamboo Science · 2025
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicSoil Carbon and Nitrogen Dynamics
Canadian institutionsUniversité du Québec à Montréal
FundersZhejiang A and F UniversityNational Natural Science Foundation of China
KeywordsStrawMulchBambooSoil carbonPhyllostachys edulisSoil water

Abstract

fetched live from OpenAlex

Straw mulching significantly affects the soil carbon cycle. However, the impact of straw mulching on soil organic carbon (SOC) fractions in Moso bamboo plantations remains unclear. To address this gap in research, a 3-year field trial was established in a cultivated Moso bamboo ( Phyllostachys edulis ) plantation stand in a subtropical bamboo habitat. The experiment employed a space-for-time substitution design to compare three straw mulching strategies: Control (0-year mulching), SM1 (1-year application), and SM3 (3-year application). We specifically examined straw mulching-induced variation in SOC fractions and their underlying mechanisms. The application of straw mulch enhanced SOC accumulation by 27.2–30.9%, while elevating particulate (POC) and mineral-associated organic carbon (MAOC) pools by 15.0–37.5% and 28.6–33.9%, respectively. MAOC was dominant in SOC and was more sensitive to straw mulching than POC. Additionally, straw mulching significantly increased fungal residue carbon and iron-aluminum oxide content. POC and MAOC contents exhibited significant positive correlations with iron-aluminum oxide. These results indicate that straw mulching can significantly increase SOC content and stability in Moso bamboo plantations and thus is a potential management measure to increase soil carbon sequestration in Moso bamboo plantations. • Straw mulching significantly increased SOC in subtropical bamboo plantations. • Both POC and MAOC pools increased significantly under straw mulching treatments. • MAOC was more responsive to straw mulching than POC. • Increase in POC and MAOC was attributed to enhanced protection from Fe/Al oxides.

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 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)0.000
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 score0.648
Threshold uncertainty score0.988

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
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 head0.016
GPT teacher head0.244
Teacher spread0.227 · 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 teacher head, 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".

Quick stats

Citations1
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueAdvances in Bamboo ScienceSame topicSoil Carbon and Nitrogen DynamicsFrench-language works237,207