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Using intake-esm

  • Installation
  • User Guide
    • Overview
    • Search and Discovery
    • Working with multi-variable assets
    • Load CMIP6 Data with Intake ESM
    • Manipulating DataFrame (in-memory catalog)
  • Supplemental Guide
    • Frequently Asked Questions
    • NCAR CMIP Analysis Platform
  • API Reference

Contribute to intake-esm

  • Contribution Guide
  • Changelog
  • GitHub Repo
  • GitHub discussions

User Guide¶

The intake-esm user guide introduces the main concepts required for accessing Earth Sytem Model (ESM) data catalogs and loading data assets into xarray containers. This guide gives an overview of the functionality available. The guide is split into core and tutorials & examples sections.

Core Guide

  • Overview
    • Loading a catalog
    • Finding unique entries for individual columns
    • Search
    • Loading datasets
  • Search and Discovery
    • Exact Match Keywords
    • Substring Matches
    • Enforce Query Criteria via require_all_on argument
  • Working with multi-variable assets
    • Loading a catalog
    • Searching
    • Loading assets into xarray datasets

Tutorials & Examples

  • Load CMIP6 Data with Intake ESM
    • Loading a catalog
    • Finding unique entries
    • Searching for specific datasets
    • Loading datasets Using to_dataset_dict()
    • Using custom preprocessing functions
  • Manipulating DataFrame (in-memory catalog)
    • Use Case 1: Complex Search Queries
Installation Overview

By Intake-ESM developers
© Copyright 2018-2021, Intake-ESM development team.
Last updated on Aug 17, 2021.

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