3 citations · 7 across the 3 of their papers we have counts for
3 papers
TweetDrought: A Deep-Learning Drought Impacts Recognizer based on Twitter Data
Beichen Zhang, Frank Schilder, Kelly Helm Smith +3
Acquiring a better understanding of drought impacts becomes increasingly vital under a warming climate. Traditional drought indices describe mainly biophysical variables and not im…
Unsupervised Wildfire Change Detection based on Contrastive Learning
Beichen Zhang, Huiqi Wang, Amani Alabri +4
The accurate characterization of the severity of the wildfire event strongly contributes to the characterization of the fuel conditions in fire-prone areas, and provides valuable i…
Quantitative Assessment of Drought Impacts Using XGBoost based on the Drought Impact Reporter
Beichen Zhang, Fatima K. Abu Salem, Michael J. Hayes +1
Under climate change, the increasing frequency, intensity, and spatial extent of drought events lead to higher socio-economic costs. However, the relationships between the hydro-me…