Article ISI
JOURNAL OF HYDROLOGY-REGIONAL STUDIES  (2026)

Machine learning gap-filling of hydrometeorological time series in south-central Chile: Streamflow, temperature and precipitation

Sandoval-Quilodran, Paul; Barrientos, Guillermo; Valdes, Johan; Leon-Soto, Isadora; Mardones, Piero; Duarte, Efrain; Arriagada, Pedro; Aguayo, Mauricio; Rubilar, Rafael

Abstract

Study RegionspaceThis study was conducted in south-central Chile, between 34 degrees S and 41 degrees S, encompassing a hydroclimatically diverse region extending from the Pacific coast to the Andes Mountains.Study FocusspaceWe evaluated the non-parametric MissForest algorithm for gap-filling daily hydrometeorological time series from 1980 to 2022 across 57 streamflow, 19 temperature, and 97 precipitation stations with

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Título según WOS: ID WOS:001806794700001 Not found in local WOS DB
Título de la Revista: JOURNAL OF HYDROLOGY-REGIONAL STUDIES
Volumen: 66
Editorial: Elsevier
Fecha de publicación: 2026
DOI:

10.1016/j.ejrh.2026.103659
Notas: ISI