Source

Ideas¶

Main Project¶

Abstract

For the main project, I will be investigating how we can RBIG to examine the spatial-temporal relationships within the data

Ideas¶

Density Cubes¶

The idea is to look at density cubes (spatial-temporal features) and how they aid in extracting information about the ESDC.

Information - Highlight Low Probability Events
Entropy - Compare different spatial-temporal configurations
Mutual Information - compare the MI content within different spatial-temporal configurations
Variation of Information - plot on a Taylor Diagram to visual differences

Density Cubes + Modeling¶

The idea would be to see

Density Cubes + Dimension Reduction¶

The idea is to see how changing the amount of features changes the amount of H, MI within the

Applications¶

Drought Indicators¶

Abstract

As a potential application, I would like to investigate how we can use Information theory measures to look at drought variable indicators.

Climate Models¶

Abstract

I will look into how we can compare different climate models. Part I: we can look at different measurements and Part II: we can look at how the spatial-temporal relationships can affect the comparison metrics.