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. This calibration step will be based on a Bayesian optimisation approach that needs to be refined for this purpose here. The calibrated module will then be used to estimate pan-tropical wetlands CH4 emissions over
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technologies like normalizing flows, graph neural networks, and transformers to represent distributions over trees, to improve MSC estimation. These technologies have shown significant improvements in
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