河流水系排水概率的多模态分布

Igor A. Melnik
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To confirm the compliance of river flow modes with universal transformation principles in unifying the polymodal statistical probability distribution of water discharge in river systems. Object. Samples of water discharge intensity of hydrographic open systems of the Velikaya and Oka rivers in different seasonal period. Method. Determined on the basis of the derived universal equation of modes of unified polymodal probability density distributions for transformation of any open systems. Each mode in the unified polymodal distribution of river runoff corresponds to a certain universal principle of transformation of an open system under external influence. Its universality is based on the constants of the ratio of time parameters (internal time of transformation of system elements and external time of impact on the system) associated with the \"golden\" proportion. Soil evaporation and moistening reduce the flow rate and is an internal transforming process depending on atmospheric temperature, and precipitation is an external factor that increases river runoff. Results. Certain modes of polymodal distribution of water discharge fully correspond to universal states of transformation of open systems under external influence. For each seasonal period, the modes correspond to different, previously established principles of systems transformation. Conclusions. Based on a sample of water discharge in river systems, using the unification equation of polymodal distribution, it is possible to determine the state of the river system transformation in the present time and, knowing the parameters of external influence, to predict its future development.","PeriodicalId":513946,"journal":{"name":"Bulletin of the Tomsk Polytechnic University Geo Assets Engineering","volume":"108 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Polymodal distribution of water discharge probability in river systems\",\"authors\":\"Igor A. Melnik\",\"doi\":\"10.18799/24131830/2024/1/4411\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Relevance. Statistical studies of water discharge in river systems conducted by various authors have shown that forms of distribution of river discharge probability density are polymodal. There are various hypotheses for the origin of this polymodal distribution. For example, in dynamic systems the formation of attractors is possible, or under conditions of perturbation of the initial data singular numbers can be transformed into a polymodal structure. However, the proposed hypotheses of formation of polymodal distribution of transformation intensity of elements of an open system are not always applicable to specific objects and are limited to certain conditions. Therefore, it is proposed to apply the universal theory of formation of polymodal distribution of transformation intensity of open systems to study water discharge distribution in river systems. Aim. To confirm the compliance of river flow modes with universal transformation principles in unifying the polymodal statistical probability distribution of water discharge in river systems. Object. Samples of water discharge intensity of hydrographic open systems of the Velikaya and Oka rivers in different seasonal period. Method. Determined on the basis of the derived universal equation of modes of unified polymodal probability density distributions for transformation of any open systems. Each mode in the unified polymodal distribution of river runoff corresponds to a certain universal principle of transformation of an open system under external influence. Its universality is based on the constants of the ratio of time parameters (internal time of transformation of system elements and external time of impact on the system) associated with the \\\"golden\\\" proportion. 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摘要

相关性。多位学者对河流系统的排水量进行的统计研究表明,河流排水量概率密度的分布形式是多模态的。关于这种多模态分布的起源有多种假设。例如,在动态系统中可能会形成吸引子,或者在初始数据扰动的条件下,奇异数可以转化为多模态结构。然而,所提出的关于开放系统元素变换强度多模态分布形成的假设并不总是适用于特定对象,而且仅限于某些条件。因此,建议将开放系统变换强度多模态分布形成的普遍理论应用于研究河流水系的排水量分布。目的是确认河流流动模式符合统一河流水系排水量多模态统计概率分布的普遍变换原理。对象。维利卡亚河和奥卡河水文开放系统在不同季节的排水强度样本。方法。根据推导出的统一多模态概率密度分布模态通用方程确定任何开放系统的转变。河流径流统一多模态分布中的每个模态都对应于开放系统在外部影响下发生转变的某个普遍原则。其普遍性基于与 "黄金 "比例相关的时间参数(系统要素的内部转化时间和系统受到外部影响的时间)比率常数。土壤蒸发和湿润会降低流速,是取决于大气温度的内部转化过程,而降水则是增加河流径流量的外部因素。结果。排水量多模态分布的某些模式完全符合开放系统在外部影响下的普遍转化状态。在每个季节期间,这些模式都与之前确定的不同系统转化原理相对应。结论根据河流水系的排水量样本,利用多模态分布的统一方程,可以确定河流水系目前的变化状态,并在了解外部影响参数的情况下,预测其未来的发展。
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Polymodal distribution of water discharge probability in river systems
Relevance. Statistical studies of water discharge in river systems conducted by various authors have shown that forms of distribution of river discharge probability density are polymodal. There are various hypotheses for the origin of this polymodal distribution. For example, in dynamic systems the formation of attractors is possible, or under conditions of perturbation of the initial data singular numbers can be transformed into a polymodal structure. However, the proposed hypotheses of formation of polymodal distribution of transformation intensity of elements of an open system are not always applicable to specific objects and are limited to certain conditions. Therefore, it is proposed to apply the universal theory of formation of polymodal distribution of transformation intensity of open systems to study water discharge distribution in river systems. Aim. To confirm the compliance of river flow modes with universal transformation principles in unifying the polymodal statistical probability distribution of water discharge in river systems. Object. Samples of water discharge intensity of hydrographic open systems of the Velikaya and Oka rivers in different seasonal period. Method. Determined on the basis of the derived universal equation of modes of unified polymodal probability density distributions for transformation of any open systems. Each mode in the unified polymodal distribution of river runoff corresponds to a certain universal principle of transformation of an open system under external influence. Its universality is based on the constants of the ratio of time parameters (internal time of transformation of system elements and external time of impact on the system) associated with the "golden" proportion. Soil evaporation and moistening reduce the flow rate and is an internal transforming process depending on atmospheric temperature, and precipitation is an external factor that increases river runoff. Results. Certain modes of polymodal distribution of water discharge fully correspond to universal states of transformation of open systems under external influence. For each seasonal period, the modes correspond to different, previously established principles of systems transformation. Conclusions. Based on a sample of water discharge in river systems, using the unification equation of polymodal distribution, it is possible to determine the state of the river system transformation in the present time and, knowing the parameters of external influence, to predict its future development.
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