{"title":"Sea level modeling in the Kazakhstan part of the Caspian Sea using the MIKE 21 model","authors":"A. Yeltay, N. Ivkina","doi":"10.55959/msu0579-9414.5.79.2.7","DOIUrl":null,"url":null,"abstract":"The article presents the results of adaptation of the MIKE 21 Flow Model FM hydrodynamic module of the MIKE Zero software package to the Caspian Sea region using reanalysis data of wind and pressure fields, both for individual years and for a long-term period (2000–2020). The quality of modeling results was assessed using the statistical methods. The correlation coefficient between observed and simulated water levels for the period of 2000–2020 was 0,97 for Fort Shevchenko and 0,95 for Aktau. Model calibration allowed obtaining optimal values of model parameters, such as the Smagorinsky turbulent viscosity coefficient of 0,5 and the Manning roughness coefficient of 0,031. The evaluation for the multi-year period and the individual cases demonstrated that the modeling quality criteria were within acceptable limits. The results of the model verification based on the data for 2000–2020 and its testing for the storm surge on March 5–7, 2022, indicated that in the future the MIKE Zero software package could be used for operational sea level forecasting.","PeriodicalId":158808,"journal":{"name":"Lomonosov Geography Journal","volume":"31 10","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-06-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Lomonosov Geography Journal","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.55959/msu0579-9414.5.79.2.7","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
The article presents the results of adaptation of the MIKE 21 Flow Model FM hydrodynamic module of the MIKE Zero software package to the Caspian Sea region using reanalysis data of wind and pressure fields, both for individual years and for a long-term period (2000–2020). The quality of modeling results was assessed using the statistical methods. The correlation coefficient between observed and simulated water levels for the period of 2000–2020 was 0,97 for Fort Shevchenko and 0,95 for Aktau. Model calibration allowed obtaining optimal values of model parameters, such as the Smagorinsky turbulent viscosity coefficient of 0,5 and the Manning roughness coefficient of 0,031. The evaluation for the multi-year period and the individual cases demonstrated that the modeling quality criteria were within acceptable limits. The results of the model verification based on the data for 2000–2020 and its testing for the storm surge on March 5–7, 2022, indicated that in the future the MIKE Zero software package could be used for operational sea level forecasting.
文章介绍了利用个别年份和长期(2000-2020 年)的风场和气压场再分析数据对 MIKE Zero 软件包的 MIKE 21 流动模型 FM 流体动力模块进行里海地区调整的结果。使用统计方法评估了建模结果的质量。2000-2020 年期间,谢甫琴科堡的观测水位与模拟水位之间的相关系数为 0.97,阿克套的相关系数为 0.95。通过模型校准,可以获得最佳的模型参数值,例如斯马戈林斯基湍流粘度系数为 0.5,曼宁粗糙度系数为 0.031。多年期和单个案例的评估结果表明,模型质量标准在可接受范围内。基于 2000-2020 年数据的模型验证结果以及对 2022 年 3 月 5-7 日风暴潮的测试结果表明,MIKE Zero 软件包今后可用于海平面业务预报。