СОЗДАНИЕ ПРОГРАММНО-АППАРАТНОГО ОБЕСПЕЧЕНИЯ И БАЗЫ ДАННЫХ ДЛЯ МОНИТОРИНГА БАТИМЕТРИЧЕСКИХ И ГИДРОГРАФИЧЕСКИХ ПОКАЗАТЕЛЕЙ ВОДНЫХ ОБЪЕКТОВ

Аңдатпа

The developed system includes sensors, GPS, and echo-sounding devices that allow for the collection and analysis of data about the state of water bodies. The system was tested on water bodies in the Akmola region and the tailing pond of the Zhayrem Mining and Processing Plant, where bathymetric and hydrographic indicators of rivers and lakes were collected. A database that includes various water parameters such as pH level, concentration of heavy metals, turbidity, and other indicators was built to store and systematize data. The developed software allows the mapping of the water bodies using data obtained from the system's devices. Data forecasting is carried out using ARIMA models, allowing for the analysis and prediction of changes in the state of water bodies. The Python program processes data from the database, performs necessary calculations, and makes forecasts based on those results. The research results show the high efficiency of the developed system in monitoring water bodies, contributing to improved water resource management and the prevention of environmental problems.