Ceilometer Quicklooks#
Code to Generate Plots#
Show code cell source
import act
import glob
import matplotlib.pyplot as plt
import matplotlib
files = glob.glob('../../data/ceilometer/sgp*')
ds = act.io.read_arm_netcdf(files)
# apply range correction
ds = act.corrections.correct_ceil(ds)
ds.attrs['datastream'] = 'ceilometer.b1'
# variables=['p_pol', 'x_pol', 'linear_depol_ratio']
variables = ['backscatter', 'first_cbh']
for variable in variables:
display = act.plotting.TimeSeriesDisplay(ds, figsize=(8,4))
if variable == 'backscatter':
display.plot(variable,
cmap='rainbow',
vmin=0,
vmax=4,
y_rng=(0, ds.range.max().values))
else:
display.plot(variable,
cmap='rainbow',
y_rng=(0, ds.range.max().values))
plt.show()
plt.close()
/home/runner/miniconda3/envs/instrument-cookbooks-dev/lib/python3.10/site-packages/xarray/backends/plugins.py:110: RuntimeWarning: Engine 'cfradial1' loading failed:
cannot import name 'HybridMappingProxy' from 'xarray.core.utils' (/home/runner/miniconda3/envs/instrument-cookbooks-dev/lib/python3.10/site-packages/xarray/core/utils.py)
external_backend_entrypoints = backends_dict_from_pkg(entrypoints_unique)
/home/runner/miniconda3/envs/instrument-cookbooks-dev/lib/python3.10/site-packages/xarray/backends/plugins.py:110: RuntimeWarning: Engine 'datamet' loading failed:
cannot import name 'HybridMappingProxy' from 'xarray.core.utils' (/home/runner/miniconda3/envs/instrument-cookbooks-dev/lib/python3.10/site-packages/xarray/core/utils.py)
external_backend_entrypoints = backends_dict_from_pkg(entrypoints_unique)
/home/runner/miniconda3/envs/instrument-cookbooks-dev/lib/python3.10/site-packages/xarray/backends/plugins.py:110: RuntimeWarning: Engine 'furuno' loading failed:
cannot import name 'HybridMappingProxy' from 'xarray.core.utils' (/home/runner/miniconda3/envs/instrument-cookbooks-dev/lib/python3.10/site-packages/xarray/core/utils.py)
external_backend_entrypoints = backends_dict_from_pkg(entrypoints_unique)
/home/runner/miniconda3/envs/instrument-cookbooks-dev/lib/python3.10/site-packages/xarray/backends/plugins.py:110: RuntimeWarning: Engine 'gamic' loading failed:
cannot import name 'HybridMappingProxy' from 'xarray.core.utils' (/home/runner/miniconda3/envs/instrument-cookbooks-dev/lib/python3.10/site-packages/xarray/core/utils.py)
external_backend_entrypoints = backends_dict_from_pkg(entrypoints_unique)
/home/runner/miniconda3/envs/instrument-cookbooks-dev/lib/python3.10/site-packages/xarray/backends/plugins.py:110: RuntimeWarning: Engine 'hpl' loading failed:
cannot import name 'HybridMappingProxy' from 'xarray.core.utils' (/home/runner/miniconda3/envs/instrument-cookbooks-dev/lib/python3.10/site-packages/xarray/core/utils.py)
external_backend_entrypoints = backends_dict_from_pkg(entrypoints_unique)
/home/runner/miniconda3/envs/instrument-cookbooks-dev/lib/python3.10/site-packages/xarray/backends/plugins.py:110: RuntimeWarning: Engine 'iris' loading failed:
cannot import name 'HybridMappingProxy' from 'xarray.core.utils' (/home/runner/miniconda3/envs/instrument-cookbooks-dev/lib/python3.10/site-packages/xarray/core/utils.py)
external_backend_entrypoints = backends_dict_from_pkg(entrypoints_unique)
/home/runner/miniconda3/envs/instrument-cookbooks-dev/lib/python3.10/site-packages/xarray/backends/plugins.py:110: RuntimeWarning: Engine 'nexradlevel2' loading failed:
cannot import name 'HybridMappingProxy' from 'xarray.core.utils' (/home/runner/miniconda3/envs/instrument-cookbooks-dev/lib/python3.10/site-packages/xarray/core/utils.py)
external_backend_entrypoints = backends_dict_from_pkg(entrypoints_unique)
/home/runner/miniconda3/envs/instrument-cookbooks-dev/lib/python3.10/site-packages/xarray/backends/plugins.py:110: RuntimeWarning: Engine 'odim' loading failed:
cannot import name 'HybridMappingProxy' from 'xarray.core.utils' (/home/runner/miniconda3/envs/instrument-cookbooks-dev/lib/python3.10/site-packages/xarray/core/utils.py)
external_backend_entrypoints = backends_dict_from_pkg(entrypoints_unique)
/home/runner/miniconda3/envs/instrument-cookbooks-dev/lib/python3.10/site-packages/xarray/backends/plugins.py:110: RuntimeWarning: Engine 'rainbow' loading failed:
cannot import name 'HybridMappingProxy' from 'xarray.core.utils' (/home/runner/miniconda3/envs/instrument-cookbooks-dev/lib/python3.10/site-packages/xarray/core/utils.py)
external_backend_entrypoints = backends_dict_from_pkg(entrypoints_unique)
