xarray-for-multidimensional-data
OfficialMaster labeled multidimensional data with Xarray.
Authoruw-ssec
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Working with labeled multidimensional datasets can be challenging without consistent structures, coordinates, and efficient I/O. Xarray provides DataArray, Dataset, and DataTree abstractions to simplify analysis, alignment, and lazy evaluation for large scientific datasets.
Core Features & Use Cases
- DataArray and Dataset provide labeled dimensions, coordinates, and attributes for easy selection and computation.
- Coordinates, grouping, and indexing enable label-based operations, alignment, and complex data transformations.
- DataTree and ecosystem extensions (rioxarray, xarray-spatial, xesmf, Geocube) support hierarchical organization and geospatial workflows across climate, remote sensing, and experimental data.
Quick Start
Install Xarray, create a small DataArray with dims (time, lat, lon), and practice selecting a subset with .sel.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: xarray-for-multidimensional-data Download link: https://github.com/uw-ssec/rse-plugins/archive/main.zip#xarray-for-multidimensional-data Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 223,000+ vetted skills library on demand.