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A Novel Formulation for Inverse Distance Weighting from Weighted Linear Regression

Inverse Distance Weighting (IDW) is a widely adopted interpolation algorithm. This work presents a novel formulation for IDW which is derived from a weighted linear regression. The novel method is evaluated over study cases related to elevation data, climate and also on synthetic data. Relevant aspe...

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Publié dans:Computational Science – ICCS 2020
Auteurs principaux: Emmendorfer, Leonardo Ramos, Dimuro, Graçaliz Pereira
Format: Artigo
Langue:Inglês
Publié: 2020
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Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC7302837/
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-50417-5_43
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