Published March 4, 2022
| Version v1
Dataset
Open
Twitter dataset of flood-related images for September 2021, Thailand and June/July 2021, Nepal floods
Contributors
Contact person (2):
- 1. Politecnico di Milano
- 2. University of Geneva
- 3. Artificial Intelligence Research Institute (IIIA-CSIC)
- 4. United Nations Satellite Centre (UNOSAT), United Nations Institute for Training and Research (UNITAR)
Description
Twitter dataset related to flood events onsets in Thailand and Nepal, focused on September 26/27, 2022, June 16/17 2021 and July 01/02 2021. The dataset has been processed with a VisualCit pipeline in order to automatically filter a relevant subset of posts through automated image analysis, using deep learning techniques. The posts were then geolocated using the CIME algorithm. Additional information about the data collection and data processing are described in http://arxiv.org/abs/2202.12014
Files
case 1 thailand2627sep2021_geolocated_output.csv
Additional details
Funding
References
- TriggerCit: Early Flood Alerting using Twitter and Geolocation - a comparison with alternative sources https://arxiv.org/abs/2202.12014