Fructan accumulation in wheat stems during kernel filling under varying nitrogen fertilization
Bibliographic record
Abstract
The authors studied the accumulation of saccharides (glucose, fructose and sucrose) and fructans (1-ketsose, 6-kestose, oligofructosaccharides and polyfructosaccharides) in three different internodes of wheat stems receiving varying nitrogen supply at different stages of growth. Four levels of nitrogen supply, N 1 (0, 0 and 100 kg ha -1 ), N 2 (40, 0 and 0 kg ha -1 ), N 3 (40, 120 and 0 kg ha -1 ) and N 4 (40, 60 and 0 kg ha -1 , standard fertilization in Hokkaido), were applied before sowing, at the six leaf stage and at the flag leaf stage, respectively. Glucose, fructose, sucrose, 1-kestose, 6-kestose, oligofructosaccharides and polyfructosaccharides were assessed in internodes 1 (upper part), internodes 2 (middle part) and internodes 3 (lower part) of the stems during early milky, middle milky and dough ripe stages. During the dough ripe stage, glucose content decreased in N 1 and N 2 stems, increased in N 3 stems, and varied slightly in N 4 stems. Fructose content was lower during the early milky stage and increased significantly during the middle milky and dough ripe stages. Sucrose content of N 1 and N 2 stems increased significantly during dough ripe stage, while these of N 3 and N 4 stems did not vary significantly. The levels of 1-kestose and 6-kestose in N 1 stems were high compared with N 2 , N 3 and N 4 stems. However, their contents decreased during the dough ripe stage for 6-kestose. Oligosaccharides have shown similar variation by decreasing during the dough ripe stage, while polysaccharides decreased in N 1 and N 2 stems, but varied weakly in N 3 and N 4 stems. Total fructooligosaccharides (FOS) decreased during the dough ripe stage, particularly in internodes 1, while total FOS of internodes 3 remained quite stable. Comparatively, internodes 1 showed the lowest content compared with internodes 2 and 3. The results showed that fructans accumulated early, while a decreasing gradient was often observed from the bottom to the top of the stems. Results also showed that under N 1 nitrogen fertilization rate, wheat plants accumulated high contents of fructans, and this fertilization rate could be applied in the Hokkaido region. Key words: Nitrogen, fertilization, stems, fructans, accumulation, Triticum aestivum
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How this classification was reachedexpand
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".