pymica#

Pymica is a Python library that performs meteorological observation interpolation using various available methodologies: inverse distance weighting, linear regression, multiple linear regression (MLR), and residuals correction. Additionally, the MLR method offers the capability to classify observations into different clusters and compute a specific MLR model for each cluster. This is particularly effective for high spatial and temporal resolution observations, especially when some of them are concurrently influenced by fog, while others experience clear sky conditions. This approach is also useful in regions affected by or prone to thermal inversions.

More information can be found in A meteorological analysis interpolation scheme for high spatial-temporal resolution in complex terrain.

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