Data structures, data models & data patterns

Data come in many different ways and formats. Relevant for Earth sciences are the following data types: unstructured data, point clouds, series and time series, tree structures, relational tables, graphs, gridded data, images and videos. Data structures and formats influence access patterns and access speed.