Jasmine Gregory

Time Series Analysis part of Data and Model Driven Hydrology Education:Units
Time series data are common in hydrologic sciences and other fields. Time series data are observations that are ordered chronologically. In contrast, other forms of data may be independently ordered (e.g., a ...

Autocorrelation part of Data and Model Driven Hydrology Education:Steps
Correlation analysis is a standard tool used to understand how two variables change relative to one another. Autocorrelation is a form of correlation analysis can be used to understand how elements within the same ...

Periodic behavior part of Data and Model Driven Hydrology Education:Steps
Time series data often exhibit cyclical behavior. One example is the regular shift between dry and wet seasons in many areas of the world. Such behavior is often referred to as seasonality or periodic behavior. In ...

Stationary and nonstationary behavior part of Data and Model Driven Hydrology Education:Steps
Stationarity and nonstationarity are terms you may have encountered previously if you've taken water or climate related courses and are important for understanding changes in the Earth System. But what do ...