Extremes dt example

Extremes DT Full Fields Extraction Example¶

This example demonstrates how to extract a Full Field from the DestinE Extremes DT.

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import earthkit.data

request = {
        "class": "d1",
        "expver": "0001",
        "stream": "oper",
        "dataset": "extremes-dt",
        "date": "-14",
        "time": "0000",
        "type": "fc",
        "levtype": "sfc",
        "step": "0",
        "param": "167"
    }

ds = earthkit.data.from_source("polytope", "destination-earth", request, address="polytope.lumi.apps.dte.destination-earth.eu", stream=False)
import earthkit.data

request = {
        "class": "d1",
        "expver": "0001",
        "stream": "oper",
        "dataset": "extremes-dt",
        "date": "-14",
        "time": "0000",
        "type": "fc",
        "levtype": "sfc",
        "step": "0",
        "param": "167"
    }

ds = earthkit.data.from_source("polytope", "destination-earth", request, address="polytope.lumi.apps.dte.destination-earth.eu", stream=False)

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ds.ls()
ds.ls()

Out[2]:

	centre	shortName	typeOfLevel	level	dataDate	dataTime	stepRange	dataType	number	gridType
0	ecmf	2t	heightAboveGround	2	20251121	0	0	fc	None	reduced_gg

Visualise¶

The following visualisation uses earthkit-plots.

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import earthkit.plots

earthkit.plots.quickplot(ds[0]).show()
import earthkit.plots

earthkit.plots.quickplot(ds[0]).show()

20c4bdad03979c503641d23c08b376d125b4b23dfbc69c0c0f54beedfc846dbc.npz:   0%|          | 0.00/123M [00:00<?, ?B/…

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