Data Mining Approaches to Reservoir Operation: A Survey. Abstract available Progress: half done. More references might be added. Each problems should be surveyed independently.
Runoff Research
Time Series Data Mining to River Runoff Forecasting through Sophisticated Dimension Reconstruction. Progress: difficulties met. The simplest method gives the best result.
Time Series Analysis of Runoff Data Using Polynomial Estimation. Progress: only the dataset of Mississippi was tested. But the conclusion is strong. That is, the linear estimation performs the best. Even hybrid methods cannot perform better.