A Comparative Analysis of Machine Learning Techniques for National Glacier Mapping: Evaluating Performance through Spatial Cross-Validation in Perú

Accurate glacier mapping is crucial for assessing future water security in Andean ecosystems. Traditional accuracy assessment may be biased due to overlooking spatial autocorrelation during map validation. In recent years, spatial cross-validation (CV) strategies have been proposed in environmental...

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Bibliographic Details
Main Authors: Marcelo Bueno, Briggitte Macera, Nilton Montoya
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Water
Subjects:
Online Access:https://www.mdpi.com/2073-4441/15/24/4214