March 3, 2026•5 min read•from Ocean 215: Python Methods for Oceanography

Lesson 9, Part 4: xarray - working with higher-dimensional data

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#ocean data

#data visualization

#xarray

#higher-dimensional data

#data manipulation

#data analysis

#N-dimensional arrays

#DataFrame

#labels

#dimension coordinates

#indexing

#numpy

#multidimensional indexing

#data alignment

#subsetting

#grouping

#performance optimization

#computation

#data loading

#time series