Skill (or lack thereof) of data-model fusion techniques to provide an early warning signal for an approaching tipping point

• Riddhi Singh ,

  Roles Conceptualization, Formal analysis, Software, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: riddhi@civil.iitb.ac.in

  Affiliation Department of Civil Engineering, Indian Institute of Technology Bombay, Powai, Maharashtra, India

  http://orcid.org/0000-0002-1670-1229

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• Julianne D. Quinn,

  Roles Conceptualization, Methodology, Writing – review & editing

  Affiliation School of Civil and Environmental Engineering, Cornell University, Ithaca, NY, United States of America

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• Patrick M. Reed,

  Roles Conceptualization, Methodology, Writing – review & editing

  Affiliation School of Civil and Environmental Engineering, Cornell University, Ithaca, NY, United States of America

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• Klaus Keller

  Roles Conceptualization, Funding acquisition, Methodology, Writing – review & editing

  Affiliations Department of Geosciences, The Pennsylvania State University, University Park, PA, United States of America, Earth and Environmental Systems Institute, The Pennsylvania State University, University Park, PA, United States of America, Department of Engineering and Public Policy, Carnegie Mellon University, Pittsburgh, PA, United States of America

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