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Imputation Methods for Missing Hydrometeorological Data Estimation (2024)

Teegavarapu, Ramesh S.V. [VerfasserIn]

Cham : Springer International Publishing | Cham : Imprint: Springer

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Keywords: Water. ; Hydrology. ; Statistics . ; Data mining. ; Engineering

Description / Table of Contents: Introduction to Missing Data -- Methods for Imputation of Missing Data -- Temporal Interpolation Methods -- Spatial Interpolation Methods -- Data Driven Modes for Imputation -- Multiple Imputation Methods -- Evaluation of Methods and Imputed Data.

Type of Medium: Online Resource

Pages: 1 Online-Ressource(XVII, 517 p. 292 illus., 22 illus. in color.)

Edition: 1st ed. 2024.

ISBN: 9783031609466

Series Statement: Water Science and Technology Library 108

URL: https://doi.org/10.1007/978-3-031-60946-6

DOI: 10.1007/978-3-031-60946-6

Language: English

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