Войти
Limitations of the Applicability of the Two-Component Gaussian Mixture Model in Describing the Distribution of Sea Surface Elevations  id статьи: 3555
Тип публикации
статья в журнале
Язык
En
Журнал
Mathematical Models and Computer Simulations

ISSN:2070-0482
Год
2025
Выходные данные
том 17
выпуск 4
страницы 472 - 478
EDN
Абстракт
A statistical description of the sea surface is necessary for solving a wide range of fundamental and applied problems. Modeling the probability density function of sea surface elevations is one of the main components of this description. This paper considers two approaches to calculate the parameters of the probability density function in the form of a two-component Gaussian mixture. The first one is based on the use of an incomplete system of Pearson equations, which is due to the fact that when measuring sea waves, the fifth statistical moment is usually not determined. In the second approach, an additional empirical relationship between the third and fifth statistical moments is used to close the system of Pearson equations. It is shown that the first approach is preferable, since it makes it possible to construct the probability density function in almost all ranges of the measured statistical moments of the third and fourth orders. Taking into account the fifth statistical moment significantly limits the area in which solutions of the considered system of equations exist.
Ключевые слова
sea waves, sea-surface elevation, statistical moments, two-component Gaussian mixture
EID_Scopus
2-s2.0-105014894797
Дата занесения
2025-10-03 14:02:12 (квартал- III)
Scopus
Статус есть
Квартиль Q3
WoS
Статус нет
Квартиль --
РИНЦ
Статус есть
Импакт-фактор --
количество баллов за публикацию
3
количество баллов каждому автору
1.5
Финансирование:

FNNN-2021-0004
«Фундаментальные исследования океанологических процессов, определяющих состояние и эволюцию морской среды под влиянием естественных и антропогенных факторов, на основе методов наблюдения и моделирования»