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ahuang11 committed Aug 10, 2023
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"source": [
"## Overview\n",
" \n",
"Within this notebook, we will cover:\n",
"\n",
"1. How to use Kerchunk, hvPlot, and Datashader to easily parts of the dataset in a streaming fashion.\n",
"This notebook will demonstrate how to use Kerchunk with hvPlot and Datashader to lazily visualize a reference dataset in a streaming fashion.\n",
"\n",
"We will be building off content from [Kerchunk and Pangeo-Forge](../case_studies/NetCDF_Pangeo_Forge_gridMET.ipynb), so it's encouraged you first go through that.\n",
"\n",
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"This enables visualization on-the-fly; simply pass in the URL to the dataset and use hvplot."
]
},
{
"cell_type": "markdown",
"id": "8e2c4765",
"metadata": {},
"source": [
"## Getting to Know The Data\n",
"\n",
"`gridMET` is a high-resolution daily meteorological dataset covering CONUS from 1979-2023. It is produced by the Climatology Lab at UC Merced. In this example, we are going to look create a virtual Zarr dataset of a derived variable, Burn Index. "
]
},
{
"cell_type": "markdown",
"id": "f8d0f8f1",
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