Geographical Imputation of Missing Poaceae Pollen Data via Convolutional Neural Networks

Airborne pollen monitoring datasets sometimes exhibit gaps, even very long, either because of maintenance or because of a lack of expert personnel. Despite the numerous imputation techniques available, not all of them effectively include the spatial relations of the data since the assumption of miss...

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Bibliographic Details
Main Authors: Ricardo Navares, José Luis Aznarte
Format: Article
Language:English
Published: MDPI AG 2019-11-01
Series:Atmosphere
Subjects:
Online Access:https://www.mdpi.com/2073-4433/10/11/717