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Title: Dimensionality Reduction and Network Inference for Climate Data Using δ ‐MAPS: Application to the CESM Large Ensemble Sea Surface Temperature

ORCiD logo [1]; ORCiD logo [2]; ORCiD logo [3];  [4]
  1. School of Earth &, Atmospheric SciencesGeorgia Institute of Technology Atlanta GA USA
  2. School of Earth &, Atmospheric SciencesGeorgia Institute of Technology Atlanta GA USA, Institute of Geosciences and Earth ResourcesNational Research Council of Italy Pisa Italy
  3. School of Earth &, Atmospheric SciencesGeorgia Institute of Technology Atlanta GA USA, ENACÉcole Polytechnique Fédérale de Lausanne Lausanne Switzerland, Institute of Chemical Engineering SciencesFoundation for Research and Technology Hellas Patras Greece, Institute for Environmental Research and Sustainable DevelopmentNational Observatory of Athens P. Penteli Greece
  4. College of ComputingGeorgia Institute of Technology Atlanta GA USA
Publication Date:
Sponsoring Org.:
OSTI Identifier:
Alternate Identifier(s):
OSTI ID: 1560162
Grant/Contract Number:  
Resource Type:
Published Article
Journal Name:
Journal of Advances in Modeling Earth Systems
Additional Journal Information:
Journal Name: Journal of Advances in Modeling Earth Systems Journal Volume: 11 Journal Issue: 6; Journal ID: ISSN 1942-2466
American Geophysical Union (AGU)
Country of Publication:
United States

Citation Formats

Falasca, Fabrizio, Bracco, Annalisa, Nenes, Athanasios, and Fountalis, Ilias. Dimensionality Reduction and Network Inference for Climate Data Using δ ‐MAPS: Application to the CESM Large Ensemble Sea Surface Temperature. United States: N. p., 2019. Web. doi:10.1029/2019MS001654.
Falasca, Fabrizio, Bracco, Annalisa, Nenes, Athanasios, & Fountalis, Ilias. Dimensionality Reduction and Network Inference for Climate Data Using δ ‐MAPS: Application to the CESM Large Ensemble Sea Surface Temperature. United States. doi:10.1029/2019MS001654.
Falasca, Fabrizio, Bracco, Annalisa, Nenes, Athanasios, and Fountalis, Ilias. Tue . "Dimensionality Reduction and Network Inference for Climate Data Using δ ‐MAPS: Application to the CESM Large Ensemble Sea Surface Temperature". United States. doi:10.1029/2019MS001654.
title = {Dimensionality Reduction and Network Inference for Climate Data Using δ ‐MAPS: Application to the CESM Large Ensemble Sea Surface Temperature},
author = {Falasca, Fabrizio and Bracco, Annalisa and Nenes, Athanasios and Fountalis, Ilias},
abstractNote = {},
doi = {10.1029/2019MS001654},
journal = {Journal of Advances in Modeling Earth Systems},
number = 6,
volume = 11,
place = {United States},
year = {2019},
month = {6}

Journal Article:
Free Publicly Available Full Text
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DOI: 10.1029/2019MS001654

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