yatsm.mapping.utils module

Utilities for turning YATSM record results into maps

Also stores definitions for model QA/QC values

yatsm.mapping.utils.find_indices(record, date, after=False, before=False)

Yield indices matching time segments for a given date

Parameters:

• record – Saved model result
• date – Ordinal date to use when finding matching segments
• after – If date intersects a disturbed period, use next available time segment
• before – If date does not intersect a model, use previous non-disturbed time segment

Yields:

tuple – (int, np.ndarray) the QA value and indices of record

containing indices matching criteria. If before or after are specified, indices will be yielded in order of least desirability to allow overwriting – before indices, after indices, and intersecting indices.

yatsm.mapping.utils.find_result_attributes(results, bands, coefs, prefix='')

Returns attributes about the dataset from result files

Parameters:

• results – Result filenames
• bands – Bands to describe for output
• coefs – Coefficients to describe for output
• prefix – Search for coef/rmse results with given prefix (default: ‘’)

Returns:

Tuple containing list of indices for output bands and output coefficients, bool for outputting RMSE, list of coefficient names, str design specification, and OrderedDict design_info (i_bands, i_coefs, use_rmse, design, design_info)

Return type:

tuple

Raises:

KeyError – Raise KeyError when a required result output is missing from the saved record structure