Day 3: Bio-optical algorithm selection: typology & considerations
Perfilado de sección
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Day 3 will focus on various ocean colour retrieval algorithms, discussing fundamental approaches, multi-spectral vs hyperspectral considerations, regional selection and optimisation (e.g. optical water typing), open ocean versus complex water considerations, the value of ancillary data sources and machine learning considerations.
Learning objectives:
By the end of day 3 you should:
- Understand broad approaches to retrieval of biogeophysical parameters
- Reflect on how these intersect with sensor trade offs e.g. what do you gain with bands/spatial res, revisit, what do you lose in SNR?
- Be able to critically consider how you expect algorithms to perform in different situations, when it might be necessary to try other approaches, or develop new ones.
- Have assessed how various retrievals work in your ROI
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PDF presentation from day 3 part 1 of the MSOC course. The video will follow.
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PDF presentation from day 3 part 2 of the MSOC course. The video will follow.