Articles | Volume 22, issue 10
Nat. Hazards Earth Syst. Sci., 22, 3349–3359, 2022
https://doi.org/10.5194/nhess-22-3349-2022

Special issue: Advances in flood forecasting and early warning

Nat. Hazards Earth Syst. Sci., 22, 3349–3359, 2022
https://doi.org/10.5194/nhess-22-3349-2022
Research article
17 Oct 2022
Research article | 17 Oct 2022

Real-time urban rainstorm and waterlogging disaster detection by Weibo users

Haoran Zhu et al.

Data sets

Real time urban rainstorm and waterlogging disasters detection by Weibo users Haoran Zhu https://doi.org/10.5281/zenodo.7097379

Model code and software

Real time urban rainstorm and waterlogging disasters detection by Weibo users Haoran Zhu https://doi.org/10.5281/zenodo.7097379

Download
Short summary
We promote a new method to detect waterlogging disasters. Residents are directly affected by waterlogging, and we can collect their comments on social networks. Compared to official-authentication and personal-certification users, the microblogs posted by general users can better show the intensity and timing of waterlogging. Through text and sentiment features, we can separate microblogs with waterlogging information from other ones and mark high-risk regions on maps.
Altmetrics
Final-revised paper
Preprint