Seasonal variation and its main affecting factors of soil microbial biomass under different vegetations along an elevation gradient in Wuyi Mountains of China.
Why this work is in the frame
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Bibliographic record
Abstract
Seasonal variation of soil microbial biomass plays an important role in the carbon cycle of terrestrial ecosystem.To understand this variation and its main affecting factors along an elevation gradient in mid-subtropical Wuyi Mountains,four plant communities at different elevation,i.e.,evergreen broadleaf forest at 500 m,coniferous forest at 1200 m,dwarf forest at 1800 m,and alpine meadow at 2100 m were selected as study sites.The study from June 2005 to June 2006 showed that there was an obvious seasonal variation of soil microbial biomass along the elevation gradient,and the variation under the four plant communities had the same trend,being maintained at a high level in early spring but at a low level in summer.Soil microbial biomass had significant correlations with soil available organic carbon and soil moisture,but less correlations with soil temperature,soil total organic carbon and nitrogen,and plant litterfall input,suggesting that soil available organic carbon and soil moisture were the main factors controlling the seasonal variation of soil microbial biomass in the forests of Wuyi Mountains.
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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it