import intake
import hvplot.pandas
import hvplot.xarray
import cook_inlet_catalogs as cic
import holoviews as hv

Moorings (KBNERR): Lower Cook Inlet Mooring

Lower Cook Inlet Mooring from: Seasonality of Boundary Conditions for Cook Inlet, Alaska

CIRCAC is the Cook Inlet Regional Citizens Advisory Council. It was funded by MMS (pre-BOEM), OCS Study MMS 2009-041 funneled through the Coastal Marine Institute (University of Alaska Fairbanks).

Part of the project: Seasonality of Boundary Conditions for Cook Inlet, Alaska Steve Okkonen Principal Investigator Co-principal Investigators: Scott Pegau Susan Saupe Final Report OCS Study MMS 2009-041 August 2009 Report: https://researchworkspace.com/files/39885971/2009_041.pdf

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cat = intake.open_catalog(cic.utils.cat_path("moorings_kbnerr"))

Plot all datasets in catalog

dd, ddlabels = cic.utils.combine_datasets_for_map(cat)
dd.hvplot(**cat.metadata["map"]) * ddlabels.hvplot(**cat.metadata["maplabels"])

List available datasets in the catalog

dataset_ids = list(cat)
dataset_ids

['Deployment1', 'Deployment2']

Select one dataset to investigate

try:
    dataset_id = dataset_ids[2]
except:
    dataset_id = dataset_ids[0]
print(dataset_id)

dd = cat[dataset_id].read()
dd

Deployment1

/home/docs/checkouts/readthedocs.org/user_builds/cook-inlet-catalogs/conda/latest/lib/python3.11/site-packages/intake/readers/readers.py:176: UserWarning: Could not infer format, so each element will be parsed individually, falling back to `dateutil`. To ensure parsing is consistent and as-expected, please specify a format.
  return self._func(**kw)
Date-time Depth Temperature Salinity longitude_deg latitude_deg
0 2006-08-12 18:22:00 24.206 10.4205 30.7309 -151.847667 59.202683
1 2006-08-12 18:37:00 23.798 10.1794 30.8498 -151.847667 59.202683
2 2006-08-12 18:52:00 23.449 10.1135 30.8655 -151.847667 59.202683
3 2006-08-12 19:07:00 23.095 10.0045 30.8905 -151.847667 59.202683
4 2006-08-12 19:22:00 22.746 9.9801 30.8863 -151.847667 59.202683
... ... ... ... ... ... ...
7356 2006-10-28 09:22:00 22.667 8.6647 29.5591 -151.847667 59.202683
7357 2006-10-28 09:37:00 22.602 8.6701 29.5770 -151.847667 59.202683
7358 2006-10-28 09:52:00 22.492 8.6686 29.5701 -151.847667 59.202683
7359 2006-10-28 10:07:00 22.409 8.6619 29.6094 -151.847667 59.202683
7360 2006-10-28 10:22:00 22.354 8.6703 29.6480 -151.847667 59.202683

7361 rows × 6 columns

Plot one dataset

keys = list(cat[dataset_id].metadata["plots"].keys())
print(keys)

plots = []
for key in keys:
    plot_kwargs = cat[dataset_id].metadata["plots"][key]
    if "clim" in plot_kwargs and isinstance(plot_kwargs["clim"], list):
        plot_kwargs["clim"] = tuple(plot_kwargs["clim"])
    if "dynamic" in plot_kwargs:
        plot_kwargs["dynamic"] = False
    plots.append(cat[dataset_id].ToHvPlot(**plot_kwargs).read())
hv.Layout(plots).cols(1)

['data']

/home/docs/checkouts/readthedocs.org/user_builds/cook-inlet-catalogs/conda/latest/lib/python3.11/site-packages/intake/readers/readers.py:176: UserWarning: Could not infer format, so each element will be parsed individually, falling back to `dateutil`. To ensure parsing is consistent and as-expected, please specify a format.
  return self._func(**kw)