A Study on the Summer Characteristics of Urban Heat Island in Hefei
Bibliographic record
Abstract
The characteristic of the summer heat island of urban Hefei is analyzed based on the microclimate data observed in urban Hefei during the period of high temperature in the summer of 2002.The development of the urban heat island intensity is analyzed in the light of relevant papers.The results of the present study indicate that the diurnal variation of the heat island intensity in summer is obviously different from one in winter,and there is only one peak in the curve of the diurnal variation of heat island intensity.The basic character of diurnal variation in summer is very similar to that of the urban heat island under the ideal conditions put forth by Oke,while the basic character of diurnal variation in winter is similar to that of the Calgary in Canada of the high latitude area,which reveals that the human activity and energy consumption are different in summer and winter.With the enlargement of urban area and the carrying out of urban afforestation,both the area and distribution of the urban heat island have to some extent changed,but its main distribute character and intensity have no obvious change.
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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 | 0.000 | 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 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".