Imputation Methods for Missing Hydrometeorological Data Estimation (eBook, PDF)

Imputation Methods for Missing Hydrometeorological Data Estimation (eBook, PDF)

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Missing data is a ubiquitous problem that plagues many hydrometeorological datasets. Objective and robust spatial and temporal imputation methods are needed to estimate missing data and create error-free, gap-free, and chronologically continuous data. This book is a comprehensive guide and reference for basic and advanced interpolation and data-driven methods for imputing missing hydrometeorological data. The book provides detailed insights into different imputation methods, such as spatial and temporal interpolation, universal function approximation, and data mining-assisted imputation method...

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