Comparison of Methods for Filling Daily and Monthly Rainfall Missing Data: Statistical Models or Imputation of Satellite Retrievals?

Comparison of Methods for Filling Daily and Monthly Rainfall Missing Data: Statistical Models or Imputation of Satellite Retrievals?

Accurate estimation of precipitation patterns is essential for the modeling of hydrological systems and for the planning and management of water resources. However, rainfall time series, as obtained from traditional rain gauges, are frequently corrupted by missing values that might hinder frequency...

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Bibliographic Details
Main Authors: Luíza Virgínia Duarte, Klebber Teodomiro Martins Formiga, Veber Afonso Figueiredo Costa
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Water
Subjects:
filling of missing values
rain gauges
linear regression
global precipitation measurement
Online Access:https://www.mdpi.com/2073-4441/14/19/3144

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