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Replace ndarray with xarray where appropriate #356

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Replace ndarray with xarray where appropriate#356
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@mihaic
mihaic
opened on Apr 6, 2018

See the xarray docs for "Why xarray?":
http://xarray.pydata.org/en/stable/why-xarray.html

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