27 citations · 42 across the 5 of their papers we have counts for
5 papers
An Autoencoder-based Snow Drought Index
Sinan Rasiya Koya, Kanak Kanti Kar, Shivendra Srivastava +3
In several regions across the globe, snow has a significant impact on hydrology. The amounts of water that infiltrate the ground and flow as runoff are driven by the melting of sno…
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…
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…
Preliminary assessment of an integrated SMOS and MODIS application for global agricultural drought monitoring
N. Sánchez, A. González-Zamora, J. Martínez-Fernández +5
An application of the Soil Moisture Agricultural Drought Index (SMADI) at the global scale is presented. The index integrates surface soil moisture from the SMOS mission with land…
Data Mining Attribute Selection Approach for Drought Modeling: A Case Study for Greater Horn of Africa
Getachew B. Demisse, Tsegaye Tadesse, Yared Bayissa
The objectives of this paper were to 1) develop an empirical method for selecting relevant attributes for modelling drought, and 2) select the most relevant attribute for drought m…