more; reprocessing and versioning are common challenges. Data sources can be one- to four-dimensional, spatially integrated, from the organ level (such as leaves) to the global level. Earth has diverse observational systems, from remote sensing to in situ observation. The uncertainty of data can stem from observational errors or conceptual inconsistencies.