Acknowledgements

This material is based upon work supported by the National Science Foundation under grant no. 1745611. Any opinions, findings, and conclusions or recommendations expressed in this material are those of the authors and do not necessarily reflect the views of the National Science Foundation.

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The Natural Hazards Center would also like to acknowledge our partners at Esri for the assistance they provided in the use of WebApp Builder, ArcGIS Online, and the other products used in this endeavor. We would like to thank Jeff Baranyi, Esri’s Disaster Response Program Operations Manager, and Shelby Hines, a Solution Engineer with expertise in hazard and disaster mitigation, for their support. Hayley Miller, a Solution Engineer Intern at Esri, also provided technical assistance on this project.

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Our efforts in mapping global hazard and disaster research centers incorporate data from the United Nations. For more information regarding United Nations data, please see https://unstats.un.org/unsd/methodology/m49/.

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