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Constructing a Large-scale Landslide Database Across Heterogeneous Environments Using Task-Specific Model Updates

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posted on 09.04.2021, 08:31 by savinay nagendra, srikanth banagere manjunatha, daniel kifer, te pei, weixin li, kathryn lawson, hien nguyen, tong qiu, sarah tran, chaopeng shen
We use the landslide inventory database provided by the United States Geological Survey. USGS maintains a database of landslide reports with approximate locations and times, but no images. This is the most extensive data of its kind. We extract satellite images from Google Earth by using this inventory.

Funding

Google AI Impact Challenge award

History

Email Address of Submitting Author

sxn265@psu.edu

ORCID of Submitting Author

https://orcid.org/0000-0003-4350-0307

Submitting Author's Institution

The Pennsylvania State University

Submitting Author's Country

United States of America