34 citations · 152 across the 14 of their papers we have counts for
3 papers · 1 filter
An Autoencoder Architecture for L-band Passive Microwave Retrieval of Landscape Freeze-Thaw Cycle
Divya Kumawat, Ardeshir Ebtehaj, Xiaolan Xu +2
Estimating the landscape and soil freeze-thaw (FT) dynamics in the Northern Hemisphere is crucial for understanding permafrost response to global warming and changes in regional an…
Global Precipitation Nowcasting of Integrated Multi-satellitE Retrievals for GPM: A U-Net Convolutional LSTM Architecture
Reyhaneh Rahimi, Praveen Ravirathinam, Ardeshir Ebtehaj +3
This paper presents a deep learning architecture for nowcasting of precipitation almost globally every 30 min with a 4-hour lead time. The architecture fuses a U-Net and a convolut…
A Deep Learning Architecture for Passive Microwave Precipitation Retrievals using CloudSat and GPM Data
Reyhaneh Rahimi, Sajad Vahedizadeh, Ardeshir Ebtehaj
This paper presents an algorithm that relies on a series of dense and deep neural networks for passive microwave retrieval of precipitation. The neural networks learn from coincide…