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What is Homogenizing Climate Data with Climatol about?

This document describes the methodology used in the R package Climatol to homogenize and infill climatic time series data. It first normalizes the data by removing the mean, dividing by the mean, or standardizing. It then estimates missing data values using a weighted average of the normalized values from the nearest reference series. The weights are based on an orthogonal regression model that minimizes perpendicular distances between points. The process is repeated iteratively until the estimated means co

Author

Esteban Angel

Language

EN