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meggart/Pangeo.ipynb

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Example of using ESDL with Pangeo data
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Pangeo.ipynb
{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"using ESDL, AWSCore, Zarr"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"aws_google = AWSCore.aws_config(creds=nothing, region=\"\", service_host=\"googleapis.com\", service_name=\"storage\");"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"S3 Object Storage"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"using Zarr\n",
"base_store = S3Store(\"cmip6\",\"ScenarioMIP/DKRZ/MPI-ESM1-2-HR/ssp585/r1i1p1f1/Amon/tas/gn/\", aws=aws_google, listversion=1)"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"ZarrGroup at S3 Object Storage\n",
"Variables: lat height time tas lat_bnds lon_bnds lon time_bnds "
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"g = zopen(base_store)"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"ESDL Dataset\n",
"Dimensions: \n",
" Lat Axis with 192 Elements from -89.28422753251364 to 89.28422753251364\n",
" Lon Axis with 384 Elements from 0.0 to 359.0625\n",
" Time Axis with 1032 Elements from 2015-01-16T12:00:00 to 2100-12-16T12:00:00\n",
"Variables: height tas "
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"d = Dataset(g)"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"ZArray Cube with the following dimensions\n",
"Lon Axis with 384 Elements from 0.0 to 359.0625\n",
"Lat Axis with 192 Elements from -89.28422753251364 to 89.28422753251364\n",
"Time Axis with 120 Elements from 2020-01-16T12:00:00 to 2029-12-16T12:00:00\n",
"units: K\n",
"Total size: 42.19 MB\n"
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"tas = d.tas[Time=Date(2020)..Date(2030)]"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"data": {
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]
},
"execution_count": 15,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"using ESDLPlots\n",
"import Dates: DateTime\n",
"plotMAP(tas, time=DateTime(2025,1,1,12,0,0))"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"In-Memory data cube with the following dimensions\n",
"Time Axis with 120 Elements from 2020-01-16T12:00:00 to 2029-12-16T12:00:00\n",
"Total size: 600.0 bytes\n"
]
},
"execution_count": 18,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"using Statistics\n",
"x = mapslices(mean∘skipmissing,tas, dims=(\"Lon\",\"Lat\"))"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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"
},
"execution_count": 19,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"plotTS(x)"
]
}
],
"metadata": {
"@webio": {
"lastCommId": null,
"lastKernelId": null
},
"kernelspec": {
"display_name": "Julia 1.3.0-rc5",
"language": "julia",
"name": "julia-1.3"
},
"language_info": {
"file_extension": ".jl",
"mimetype": "application/julia",
"name": "julia",
"version": "1.3.0"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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