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Earth Observation based output

1 Definition

(indicative level 4 and beyond) represent a higher level of processing and integration that goes beyond basic data processing. These outputs are often designed specifically for policy or decision-making needs, and can be categorized into sub-categories:

  • Outputs from models/Model Integration involves using EO products as inputs in numerical models or combining them with other data sources in modeling frameworks.
  • Indicator-Based Outputs: EO products are transformed through specialized algorithms (including statistical methods, machine learning, and pattern recognition) to create meaningful metrics based on spatio-temporal analysis.
  • Outputs from Reanalysis: involves merging EO products with other observations and models, creating consistent long-term records of past atmospheric, oceanic, and land surface conditions, and filling gaps through data assimilation techniques.

Examples

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Sources

  • KCEO