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AbstractGroundwater level forecasting in Donetsk region with help of neural-network technologies РусскийContents Lemma Tasks of the work Methods of research Development of a system for monitoring groundwater state and usage Preparation and management of computer of groundwater level Current and planned results of the work |
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LemmaComputer technologies are nowadays widely adopted for different problem modeling and forecasting in ecology and climatology. The characteristic property of these problem areas is small number of well-grounded models matching real data.
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Purpose of this work is to increase the hydrogeological safety on the territory of the Donetsk region on the base of establishment of system dependencies in the changes of aquifers horizons with the help of neural-network technologies. | |
Tasks of the work1. Collection of hydrogeological data on a groundwater level in the Donetsk region, on the basis of information from Donetsk-geologia.
| ![]() Image1 - Neural-network |
Methods of researchFor the accomplishment of the work the following methods are to be used:- System and structural data analysis; - Statistical methods, including cross-correlation and regressive analysis; - Statistical analysis of data distribution; - Stochastic methods of analysis of time series including the method of ARIMA & autocorrelation functions; - Simulation of distributions, methods of neural-network technologies, development of computer models for the estimation of groundwater level. For the accomplishment of the work the following tools are to be used:
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Development of a system for monitoring groundwater state and usage Groundwater monitoring is the special system of observations, which allows to carry out the tasking of processes, occurring in groundwater under the influence of human activity, to estimate the current state of groundwater and to forecast its changes for the rational use control of water sources.The system of groundwater monitoring supposes the receipt of systematic objective information about the changes in the underground hydrosphere, the analysis of reasons for these changes and trends in their development. As a result the system allows making hydrogeological forecasting. Conduct of groundwater monitoring and the up-to-date solution of the set problems is impossible without of creation of an automated information data bank and a system. Therefore during the development of the system it is necessary to foresee expenses on the introduction, installation, adaptation and maintenance of the software. | |
Preparation and management of computer of groundwater levelAll the information accumulated in the process of conducting hydrogeological works is recording in special pre-machine documents for the subsequent input in a computer with the purpose of creation of the automated database which allows solve the problems at the contemporary level.
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Current and planned results of the workThe following works are to be carried out:
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A course project on the theme of final master's degree work is the first stage on the stage of development, and will be drawn on his results in the future prosecution of master's degree dissertation. |
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