Current Project Posts

2022

Project-7 Retrieving runoff in ungauged basins using satellite observations of rainfall and soil moisture

How can satellites data help us to predict surface runoff?

Project-6 Uncertainty Analysis Framework in the Water Balance Equation Using Bayesian Statistical Modeling Approach

How can satellites data help us to complete global water balance model?

2021

Project-5 Analyzing the Water Cycle in Different Time Scales Using Bayesian Inferences and Data Assimilation Methods

What is the impact of human-driven changes in land cover on the terrestrial water cycle?

Project-4 Deep Learning and Bayesian Inference to Characterize Spatially Continuous Global Soil Moisture Error Patterns

How can the Bayesian inference be used to intepret and predict the error characteristics of global-scale soil moisture?

Project-3 Deep Learning Approach to Predict Peak Floods and Evaluation of Socioeconomic Vulnerability to Flood Events

How can the deep learning approach help predict peak flow and time to peak?

Project-2 Assimilating Satellite-based Soil Moisture Data into Land Surface Models Based on Parallel Computing

How can satellite-retreived soil moisture data improve land surface models?

Project-1 Developing a Method for a Satellite-based Soil Moisture Retrieval Algorithm Using GPS Signals

How can GPS satellites help us to monitor water in topsoil layers?