Dataset Identified

Prototype Disaster Impact Estimation Prediction (DIEP) system output

Identified On: Apr 30 2024 16:26 UTC
UDI: O1.x158.000:0006
Project Information

Funded By:
Texas OneGulf

Funding Cycle:
Texas OneGulf 2023

Research Group:
Towards Targeted Risk Mitigation: Community Engaged, Fast Impact Estimation of Extreme Weather using Big Social and Climate Data

Point of Contact

Yalong Pi
Texas A&M University
piyalong@tamu.edu

Abstract:

Pre-processed social media data with deduced locations with some degree of uncertainty. Also, denoised the irrelevant data, DNN model predicted damage with geo-locations, at the resolution of choice. Statistical model predicted household level damage.