Probabilistic Uncertainty Consideration in Regionalization and Prediction of Groundwater Nitrate Concentration

Probabilistic Uncertainty Consideration in Regionalization and Prediction of Groundwater Nitrate Concentration

In this study, we extend our previous work on a two-dimensional convolutional neural network (2DCNN) for spatial prediction of groundwater nitrate, focusing on improving uncertainty quantification. Our enhanced model incorporates a fully probabilistic Bayesian framework and a structure aimed at opti...

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Bibliographic Details
Main Author: Divas Karimanzira
Format: Article
Language:English
Published: MDPI AG 2024-09-01
Series:Knowledge
Subjects:
uncertainty analysis
spatial prediction
regionalization
convolutional neural networks
high-quality definition
Online Access:https://www.mdpi.com/2673-9585/4/4/25
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https://www.mdpi.com/2673-9585/4/4/25

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