The application of artificial neural networks to the problem of reservoir classification and land use determination on the basis of water sediment composition
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- 作者：Izabela Świetlickaa ; izabela.swietlicka@up.lublin.pl" class="auth_mail" title="E-mail the corresponding author ; Agnieszka Sujaka ; Siemowit Muszyńskia ; Michał Świetlickib
- 关键词：Sediments ; Reservoir ; Area usage ; Artificial neural networks ; Lublin Province
- 刊名：Ecological Indicators
- 出版年：2017
- 出版时间：January 2017
- 年：2017
- 卷：72
- 期：Complete
- 页码：759-765
- 全文大小：1531 K
文摘
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Quantitative content of selected elements in the sediments was analysed.
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Recognition of water reservoir type and the nature of surrounding area was done by ANN.
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Multilayer perceptron was used as the statistical model.
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Constructed models proved to be useful in analysed problem.