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| DOI | 10.1063/5.0202612 |
| A study on Arctic sea ice dynamics using the continuous spin Ising model | |
| Wang, Ellen | |
| 发表日期 | 2024 |
| ISSN | 0021-8979 |
| EISSN | 1089-7550 |
| 起始页码 | 135 |
| 结束页码 | 19 |
| 卷号 | 135期号:19 |
| 英文摘要 | The Ising model, initially proposed about 100 years ago to explain ferromagnetism and phase transitions, has become a central pillar of statistical physics and a powerful tool for diverse applications in other fields including environmental studies. In this paper, we introduce continuous spin values between -1 and +1 to a two-dimensional Ising model and utilize the generalized Ising lattice to simulate the dynamics of sea ice/water transition for a large area of 1500 km by 1500 km in the Arctic region. The simulation process follows the Metropolis-Hastings algorithm and incorporates an innovative factor to account for the inertia of spin value changes. Using the sea ice concentration data collected by the National Snow and Ice Data Center, our results exhibit striking similarity between the simulated and the observed ice melting and freezing dynamics, and two numerical measures from the simulation-the ice coverage percentage and the ice extent-match closely with the data statistics. Moreover, the model's best-fit parameters demonstrate the substantial impact of the external forces, which can be further enriched and linked to the environmental factors in other climate change research. |
| 语种 | 英语 |
| WOS研究方向 | Physics |
| WOS类目 | Physics, Applied |
| WOS记录号 | WOS:001227720900020 |
| 来源期刊 | JOURNAL OF APPLIED PHYSICS
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| 文献类型 | 期刊论文 |
| 条目标识符 | http://gcip.llas.ac.cn/handle/2XKMVOVA/293586 |
| 推荐引用方式 GB/T 7714 | Wang, Ellen. A study on Arctic sea ice dynamics using the continuous spin Ising model[J],2024,135(19). |
| APA | Wang, Ellen.(2024).A study on Arctic sea ice dynamics using the continuous spin Ising model.JOURNAL OF APPLIED PHYSICS,135(19). |
| MLA | Wang, Ellen."A study on Arctic sea ice dynamics using the continuous spin Ising model".JOURNAL OF APPLIED PHYSICS 135.19(2024). |
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