---------------------------------------------------------------------------
-ModuleNotFoundError Traceback (most recent call last)
-Cell In[1], line 8
- 4 import cartopy.crs as ccrs
- 5 import matplotlib.pyplot as plt
-----> 8 import pyart
- 9 from pyart.testing import get_test_data
- 11 warnings.filterwarnings('ignore')
-
-ModuleNotFoundError: No module named 'pyart'
+## You are using the Python ARM Radar Toolkit (Py-ART), an open source
+## library for working with weather radar data. Py-ART is partly
+## supported by the U.S. Department of Energy as part of the Atmospheric
+## Radiation Measurement (ARM) Climate Research Facility, an Office of
+## Science user facility.
+##
+## If you use this software to prepare a publication, please cite:
+##
+## JJ Helmus and SM Collis, JORS 2016, doi: 10.5334/jors.119
Reading data in using
+
+
+
+
+
Downloading file 'swx_20120520_0641.nc' from 'https://adc.arm.gov/pyart/example_data/swx_20120520_0641.nc' to '/github/home/.cache/pyart-datasets'.
+<pyart.core.radar.Radar at 0x7f1a5aa0d760>
+
@@ -598,6 +605,11 @@ Investigate the
+
Investigate the
+dict_keys(['corrected_reflectivity_horizontal', 'reflectivity_horizontal', 'recalculated_diff_phase', 'specific_attenuation', 'unf_dp_phase_shift', 'mean_doppler_velocity', 'diff_phase', 'rain_rate_A', 'norm_coherent_power', 'dp_phase_shift', 'diff_reflectivity', 'proc_dp_phase_shift', 'copol_coeff'])
+
+
+
dict_keys(['corrected_reflectivity_horizontal', 'reflectivity_horizontal', 'recalculated_diff_phase', 'specific_attenuation', 'unf_dp_phase_shift', 'mean_doppler_velocity', 'diff_phase', 'rain_rate_A', 'norm_coherent_power', 'dp_phase_shift', 'diff_reflectivity', 'proc_dp_phase_shift', 'copol_coeff'])
+Extract a sample data field¶
@@ -612,6 +624,28 @@Extract a sample data field
+{'_FillValue': -9999.0, 'least_significant_digit': 2, 'units': 'dBZ', 'long_name': 'equivalent_reflectivity_factor', 'valid_min': -45.0, 'valid_max': 80.0, 'standard_name': 'equivalent_reflectivity_factor', 'data': masked_array(
+ data=[[-5.671875, 2.28125, -8.1171875, ..., --, -13.4765625, --],
+ [-5.6171875, 1.8984375, -10.0703125, ..., -2.6796875, -1.5390625,
+ --],
+ [-5.0390625, 2.625, -11.484375, ..., -8.984375, --, --],
+ ...,
+ [-5.9375, 1.46875, -12.3203125, ..., --, --, --],
+ [-5.9609375, 1.53125, -12.84375, ..., --, --, --],
+ [-8.7890625, 2.9140625, -12.09375, ..., --, --, --]],
+ mask=[[False, False, False, ..., True, False, True],
+ [False, False, False, ..., False, False, True],
+ [False, False, False, ..., False, True, True],
+ ...,
+ [False, False, False, ..., True, True, True],
+ [False, False, False, ..., True, True, True],
+ [False, False, False, ..., True, True, True]],
+ fill_value=-9999.0,
+ dtype=float32)}
+
+
+
{'_FillValue': -9999.0, 'least_significant_digit': 2, 'units': 'dBZ', 'long_name': 'equivalent_reflectivity_factor', 'valid_min': -45.0, 'valid_max': 80.0, 'standard_name': 'equivalent_reflectivity_factor', 'data': masked_array(
+ data=[[-5.671875, 2.28125, -8.1171875, ..., --, -13.4765625, --],
+ [-5.6171875, 1.8984375, -10.0703125, ..., -2.6796875, -1.5390625,
+ --],
+ [-5.0390625, 2.625, -11.484375, ..., -8.984375, --, --],
+ ...,
+ [-5.9375, 1.46875, -12.3203125, ..., --, --, --],
+ [-5.9609375, 1.53125, -12.84375, ..., --, --, --],
+ [-8.7890625, 2.9140625, -12.09375, ..., --, --, --]],
+ mask=[[False, False, False, ..., True, False, True],
+ [False, False, False, ..., False, False, True],
+ [False, False, False, ..., False, True, True],
+ ...,
+ [False, False, False, ..., True, True, True],
+ [False, False, False, ..., True, True, True],
+ [False, False, False, ..., True, True, True]],
+ fill_value=-9999.0,
+ dtype=float32)}
+We can go even further in the dictionary and access the actual reflectivity data.
We use add 'data' at the end, which will extract the data array (which is a masked numpy array) from the dictionary.
Extract a sample data field
+<class 'numpy.ma.core.MaskedArray'> [[-5.671875 2.28125 -8.1171875 ... -- -13.4765625 --]
+ [-5.6171875 1.8984375 -10.0703125 ... -2.6796875 -1.5390625 --]
+ [-5.0390625 2.625 -11.484375 ... -8.984375 -- --]
+ ...
+ [-5.9375 1.46875 -12.3203125 ... -- -- --]
+ [-5.9609375 1.53125 -12.84375 ... -- -- --]
+ [-8.7890625 2.9140625 -12.09375 ... -- -- --]]
+
+
+
Lets’ check the size of this array…
@@ -630,6 +675,11 @@ Extract a sample data field
+(8800, 667)
+
+
+
This reflectivity data array, numpy array, is a two-dimensional array with dimensions:
@@ -642,6 +692,11 @@ Extract a sample data field
+8800 667
+
+
+
If we wanted to look the 300th ray, at the second gate, we would use something like the following:
@@ -650,6 +705,11 @@ Extract a sample data field
+-4.8046875
+
+
+
@@ -680,6 +740,11 @@ Use the
+<Figure size 1000x1000 with 0 Axes>
+
+
+
Once we have a figure, let’s add our RadarMapDisplay
@@ -689,6 +754,11 @@ Use the
+<Figure size 1000x1000 with 0 Axes>
+
+
+
Adding our map display without specifying a field to plot won’t do anything we need to specifically add a field to field using .plot_ppi_map()
@@ -697,6 +767,9 @@ Use the
+
+
By default, it will plot the elevation scan, the the default colormap from Matplotlib… let’s customize!
We add the following arguements:
@@ -721,6 +794,9 @@ Use the
+
+
You can change many parameters in the graph by changing the arguments to plot_ppi_map. As you can recall from earlier. simply view these arguments in a Jupyter notebook by typing:
@@ -745,6 +821,9 @@ Use the
+
+
Or, let’s view a different elevation scan! To do this, change the sweep parameter in the plot_ppi_map function.
@@ -761,6 +840,9 @@ Use the
+
+
Let’s take a look at a different field - for example, correlation coefficient (corr_coeff)
@@ -777,6 +859,9 @@ Use the
+
+
diff --git a/notebooks/pyart/pyart-gridding.html b/notebooks/pyart/pyart-gridding.html
index b13613b..1365c1a 100644
--- a/notebooks/pyart/pyart-gridding.html
+++ b/notebooks/pyart/pyart-gridding.html
@@ -510,16 +510,15 @@ Imports
----------------------------------------------------------------------------
-ModuleNotFoundError Traceback (most recent call last)
-Cell In[1], line 8
- 4 import cartopy.crs as ccrs
- 5 import matplotlib.pyplot as plt
-----> 8 import pyart
- 9 from pyart.testing import get_test_data
- 11 warnings.filterwarnings('ignore')
-
-ModuleNotFoundError: No module named 'pyart'
+## You are using the Python ARM Radar Toolkit (Py-ART), an open source
+## library for working with weather radar data. Py-ART is partly
+## supported by the U.S. Department of Energy as part of the Atmospheric
+## Radiation Measurement (ARM) Climate Research Facility, an Office of
+## Science user facility.
+##
+## If you use this software to prepare a publication, please cite:
+##
+## JJ Helmus and SM Collis, JORS 2016, doi: 10.5334/jors.119
@@ -568,6 +567,9 @@ Read in and Visualize a Test Dataset
+
+
As mentioned before, the dataset is currently in the antenna coordinate system measured as distance from the radar
@@ -629,6 +631,11 @@ Setup our Gridding Routine with <
+
+29
+
+
+
We can apply this to the horizontal (x, y) dimensions as well.
@@ -642,6 +649,11 @@ Setup our Gridding Routine with <
+
+29 80 80
+
+
+
Use our configuration to grid the data!¶
@@ -660,6 +672,11 @@ Use our configuration to grid the data!
+<pyart.core.grid.Grid at 0x7f3e33e19d60>
+
+
+
We now have a pyart.core.Grid object!
@@ -680,6 +697,9 @@ Plot a horizontal view of the data
+
+
@@ -696,6 +716,9 @@ Plot a Latitudinal Slice
+
+
Now, our plotting routine is a one-liner, starting with the horizontal slice:
@@ -718,6 +1821,9 @@ Plot with Xarray
+
+
And a vertical slice at a given y dimension (latitude)
@@ -729,6 +1835,9 @@ Plot with Xarray
+
+
diff --git a/notebooks/pyart/pyart-processing.html b/notebooks/pyart/pyart-processing.html
index c7ac689..4ca43f9 100644
--- a/notebooks/pyart/pyart-processing.html
+++ b/notebooks/pyart/pyart-processing.html
@@ -352,15 +352,48 @@ Overview
+## You are using the Python ARM Radar Toolkit (Py-ART), an open source
+## library for working with weather radar data. Py-ART is partly
+## supported by the U.S. Department of Energy as part of the Atmospheric
+## Radiation Measurement (ARM) Climate Research Facility, an Office of
+## Science user facility.
+##
+## If you use this software to prepare a publication, please cite:
+##
+## JJ Helmus and SM Collis, JORS 2016, doi: 10.5334/jors.119
+
+
---------------------------------------------------------------------------
-ModuleNotFoundError Traceback (most recent call last)
-Cell In[1], line 8
- 5 import cartopy
+FileNotFoundError Traceback (most recent call last)
+Cell In[1], line 9
6 import matplotlib.pyplot as plt
-----> 8 import pyart
- 9 pyart.config.load_config('../../pyrad_config/mch_config.py')
+ 8 import pyart
+----> 9 pyart.config.load_config('../../pyrad_config/mch_config.py')
+
+File /srv/conda/envs/notebook/lib/python3.9/site-packages/pyart/config.py:81, in load_config(filename)
+ 79 try:
+ 80 from importlib.machinery import SourceFileLoader
+---> 81 cfile = SourceFileLoader('metadata_config', filename).load_module()
+ 82 except ImportError:
+ 83 import imp
+
+File <frozen importlib._bootstrap_external>:529, in _check_name_wrapper(self, name, *args, **kwargs)
+
+File <frozen importlib._bootstrap_external>:1029, in load_module(self, fullname)
+
+File <frozen importlib._bootstrap_external>:854, in load_module(self, fullname)
+
+File <frozen importlib._bootstrap>:271, in _load_module_shim(self, fullname)
+
+File <frozen importlib._bootstrap>:613, in _exec(spec, module)
+
+File <frozen importlib._bootstrap_external>:846, in exec_module(self, module)
+
+File <frozen importlib._bootstrap_external>:982, in get_code(self, fullname)
+
+File <frozen importlib._bootstrap_external>:1039, in get_data(self, path)
-ModuleNotFoundError: No module named 'pyart'
+FileNotFoundError: [Errno 2] No such file or directory: '../../pyrad_config/mch_config.py'
diff --git a/reports/notebooks/pyart/pyart-processing.err.log b/reports/notebooks/pyart/pyart-processing.err.log
index 108383a..18bac86 100644
--- a/reports/notebooks/pyart/pyart-processing.err.log
+++ b/reports/notebooks/pyart/pyart-processing.err.log
@@ -27,14 +27,48 @@ pyart.config.load_config('../../pyrad_config/mch_config.py')
------------------
+----- stdout -----
+
+## You are using the Python ARM Radar Toolkit (Py-ART), an open source
+## library for working with weather radar data. Py-ART is partly
+## supported by the U.S. Department of Energy as part of the Atmospheric
+## Radiation Measurement (ARM) Climate Research Facility, an Office of
+## Science user facility.
+##
+## If you use this software to prepare a publication, please cite:
+##
+## JJ Helmus and SM Collis, JORS 2016, doi: 10.5334/jors.119
+------------------
[0;31m---------------------------------------------------------------------------[0m
-[0;31mModuleNotFoundError[0m Traceback (most recent call last)
-Cell [0;32mIn[1], line 8[0m
-[1;32m 5[0m [38;5;28;01mimport[39;00m [38;5;21;01mcartopy[39;00m
+[0;31mFileNotFoundError[0m Traceback (most recent call last)
+Cell [0;32mIn[1], line 9[0m
[1;32m 6[0m [38;5;28;01mimport[39;00m [38;5;21;01mmatplotlib[39;00m[38;5;21;01m.[39;00m[38;5;21;01mpyplot[39;00m [38;5;28;01mas[39;00m [38;5;21;01mplt[39;00m
-[0;32m----> 8[0m [38;5;28;01mimport[39;00m [38;5;21;01mpyart[39;00m
-[1;32m 9[0m pyart[38;5;241m.[39mconfig[38;5;241m.[39mload_config([38;5;124m'[39m[38;5;124m../../pyrad_config/mch_config.py[39m[38;5;124m'[39m)
+[1;32m 8[0m [38;5;28;01mimport[39;00m [38;5;21;01mpyart[39;00m
+[0;32m----> 9[0m [43mpyart[49m[38;5;241;43m.[39;49m[43mconfig[49m[38;5;241;43m.[39;49m[43mload_config[49m[43m([49m[38;5;124;43m'[39;49m[38;5;124;43m../../pyrad_config/mch_config.py[39;49m[38;5;124;43m'[39;49m[43m)[49m
+
+File [0;32m/srv/conda/envs/notebook/lib/python3.9/site-packages/pyart/config.py:81[0m, in [0;36mload_config[0;34m(filename)[0m
+[1;32m 79[0m [38;5;28;01mtry[39;00m:
+[1;32m 80[0m [38;5;28;01mfrom[39;00m [38;5;21;01mimportlib[39;00m[38;5;21;01m.[39;00m[38;5;21;01mmachinery[39;00m [38;5;28;01mimport[39;00m SourceFileLoader
+[0;32m---> 81[0m cfile [38;5;241m=[39m [43mSourceFileLoader[49m[43m([49m[38;5;124;43m'[39;49m[38;5;124;43mmetadata_config[39;49m[38;5;124;43m'[39;49m[43m,[49m[43m [49m[43mfilename[49m[43m)[49m[38;5;241;43m.[39;49m[43mload_module[49m[43m([49m[43m)[49m
+[1;32m 82[0m [38;5;28;01mexcept[39;00m [38;5;167;01mImportError[39;00m:
+[1;32m 83[0m [38;5;28;01mimport[39;00m [38;5;21;01mimp[39;00m
+
+File [0;32m:529[0m, in [0;36m_check_name_wrapper[0;34m(self, name, *args, **kwargs)[0m
+
+File [0;32m:1029[0m, in [0;36mload_module[0;34m(self, fullname)[0m
+
+File [0;32m:854[0m, in [0;36mload_module[0;34m(self, fullname)[0m
+
+File [0;32m:271[0m, in [0;36m_load_module_shim[0;34m(self, fullname)[0m
+
+File [0;32m:613[0m, in [0;36m_exec[0;34m(spec, module)[0m
+
+File [0;32m:846[0m, in [0;36mexec_module[0;34m(self, module)[0m
+
+File [0;32m:982[0m, in [0;36mget_code[0;34m(self, fullname)[0m
+
+File [0;32m:1039[0m, in [0;36mget_data[0;34m(self, path)[0m
-[0;31mModuleNotFoundError[0m: No module named 'pyart'
+[0;31mFileNotFoundError[0m: [Errno 2] No such file or directory: '../../pyrad_config/mch_config.py'
diff --git a/searchindex.js b/searchindex.js
index b9ae173..c484f76 100644
--- a/searchindex.js
+++ b/searchindex.js
@@ -1 +1 @@
-Search.setIndex({"docnames": ["README", "notebooks/pyart/README", "notebooks/pyart/pyart-basics", "notebooks/pyart/pyart-gridding", "notebooks/pyart/pyart-processing", "notebooks/pyrad/README", "notebooks/pyrad/description-config"], "filenames": ["README.md", "notebooks/pyart/README.md", "notebooks/pyart/pyart-basics.ipynb", "notebooks/pyart/pyart-gridding.ipynb", "notebooks/pyart/pyart-processing.ipynb", "notebooks/pyrad/README.md", "notebooks/pyrad/description-config.ipynb"], "titles": ["WMO/ASEAN radar workshop - Pyrad course", "Py-ART Tutorial", "Py-ART Basics", "Py-ART Gridding", "Py-ART Processing", "pyrad Tutorial", "Description of pyrad config files"], "terms": {"thi": [0, 1, 2, 3, 4, 5, 6], "content": [0, 1, 2, 5], "us": [0, 4, 6], "short": 0, "held": 0, "weather": [0, 2], "2024": 0, "jordi": 0, "figuera": 0, "i": [0, 1, 2, 4, 5], "ventura": 0, "daniel": 0, "wolfensberg": 0, "http": 0, "openradarsci": 0, "org": 0, "asean2024": 0, "you": [0, 1, 2, 3, 4], "can": [0, 3, 4], 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"product": 6, "timeseri": 6, "overlaid": 6, "altitud": 6, "appar": 6, "theoret": 6, "mf_odim_coll_ml": 6, "r": 6, "relationship": 6, "ah": 6, "everi": 6, "accumul": 6, "over": 6, "hour": 6, "mf_odim_coll_rr": 6, "vad": 6, "save": 6, "csv": 6, "wind": 6, "v": 6, "compon": 6, "speed": 6, "mf_pag_mtcy_doppl": 6, "dealias": 6, "wrapper": 6, "sound": 6, "wmo": 6, "06610": 6, "initi": 6, "condit": 6, "2d": 6, "arrow": 6, "1000": 6, "2000": 6, "3000": 6, "l": 6, "runwai": 6, "rw32": 6, "zurich": 6, "airport": 6, "20231127174000": 6, "20231127175000": 6, "dda": 6, "qvp": 6, "origin": 6, "ryzhkov": 6, "tobin": 6, "kumjian": 6, "2017": 6, "enhanc": 6, "bukov\u010di\u0107": 6, "slant": 6, "mf_odim_coll_qvp": 6, "swiss": 6, "topographi": 6, "geotiff": 6, "static": 6, "power": 6, "mobil": 6, "visibility_norad": 6, "g": 6, "slope": 6, "aspect": 6, "min": 6, "main_process_gecsx": 6, "20231127170000": 6, "20231127180000": 6, "download": 2, "adc": 2, "gov": 2, "example_data": 2, "home": 2, "cach": 2, "dataset": 2, "0x7f1a5aa0d760": 2, "0x7f3e33e19d60": 3, "srv": 4, "529": 4, "1029": 4, "854": 4, "271": 4, "613": 4, "846": 4, "982": 4, "1039": 4}, "objects": {}, "objtypes": {}, "objnames": {}, "titleterms": {"wmo": 0, "asean": 0, "radar": [0, 2, 6], "workshop": 0, "pyrad": [0, 5, 6], "cours": 0, "motiv": 0, "author": 0, "webpag": 0, "run": 0, "notebook": 0, "binder": 0, "your": 0, "own": 0, "machin": 0, "py": [1, 2, 3, 4], "art": [1, 2, 3, 4], "tutori": [1, 5], "basic": [1, 2], "grid": [1, 3, 6], "overview": [2, 3, 4], "prerequisit": [2, 3], "import": [2, 3], "an": [2, 3], "histori": 2, "what": [2, 3], "can": 2, "pyart": [2, 3], "do": 2, "read": [2, 3, 4], "data": [2, 3, 4], "us": [2, 3], "io": 2, "investig": 2, "object": [2, 3], "extract": 2, "sampl": 2, "field": 2, "plot": [2, 3, 6], "our": [2, 3], "util": 2, "radarmapdisplai": 2, "summari": [2, 3], "": [2, 3], "next": [2, 3], "resourc": [2, 3, 4], "refer": [2, 3, 4], "i": 3, "why": 3, "antenna": 3, "v": 3, "cartesian": [3, 6], "coordin": 3, "visual": 3, "test": 3, "dataset": 3, "setup": 3, "routin": 3, "map": 3, "grid_from_radar": 3, "configur": 3, "up": 3, "horizont": 3, "view": 3, "latitudin": 3, "slice": 3, "xarrai": 3, "process": 4, "ground": [4, 6], "clutter": [4, 6], "nois": 4, "remov": [4, 6], "attenu": 4, "correct": 4, "kdp": [4, 6], "estim": [4, 6], "hydrometeor": [4, 6], "classif": 4, "qpe": 4, "descript": 6, "config": 6, "file": 6, "0": 6, "volum": 6, "scan": 6, "pyrad_config": 6, "00_plot_vol": 6, "1": 6, "creat": 6, "01_grid": 6, "2": 6, "02_clutter_filt": 6, "3": 6, "comput": 6, "03_phidp_kdp": 6, "4": 6, "classifii": 6, "04_hydroclass": 6, "5": 6, "melt": 6, "layer": 6, "detect": 6, "05_ml": 6, "6": 6, "quantit": 6, "precipit": 6, "06_rr": 6, "7": 6, "veloc": 6, "azimuth": 6, "displai": 6, "07_vad": 6, "8": 6, "dual": 6, "doppler": 6, "08_dda": 6, "9": 6, "quasi": 6, "vertic": 6, "profil": 6, "09_qvp": 6, "10": 6, "visibl": 6, "from": 6, "dem": 6, "gecsx": 6, "tool": 6, "10_visibl": 6}, "envversion": {"sphinx.domains.c": 2, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 8, "sphinx.domains.index": 1, "sphinx.domains.javascript": 2, "sphinx.domains.math": 2, "sphinx.domains.python": 3, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.intersphinx": 1, "sphinx": 57}, "alltitles": {"WMO/ASEAN radar workshop - Pyrad course": [[0, "wmo-asean-radar-workshop-pyrad-course"]], "Motivation": [[0, "motivation"]], "Authors": [[0, "authors"]], "Webpage": [[0, "webpage"]], "Running the Notebooks": [[0, "running-the-notebooks"]], "Running on Binder": [[0, "running-on-binder"]], "Running on Your Own Machine": [[0, "running-on-your-own-machine"]], "Py-ART Tutorial": [[1, "py-art-tutorial"]], "Py-ART Basics and Gridding": [[1, "py-art-basics-and-gridding"]], "Py-ART Basics": [[2, "py-art-basics"]], "Overview": [[2, "overview"], [3, "overview"], [4, "overview"]], "Prerequisites": [[2, "prerequisites"], [3, "prerequisites"]], "Imports": [[2, "imports"], [3, "imports"]], "An Overview of Py-ART": [[2, "an-overview-of-py-art"]], "History of the Py-ART": [[2, "history-of-the-py-art"]], "What can PyART Do?": [[2, "what-can-pyart-do"]], "Reading in Data Using Py-ART": [[2, "reading-in-data-using-py-art"]], "Reading data in using pyart.io.read": [[2, "reading-data-in-using-pyart-io-read"]], "Investigate the pyart.Radar object": [[2, "investigate-the-pyart-radar-object"]], "Extract a sample data field": [[2, "extract-a-sample-data-field"]], "Plotting our Radar Data": [[2, "plotting-our-radar-data"]], "An Overview of Py-ART Plotting Utilities": [[2, "an-overview-of-py-art-plotting-utilities"]], "Use the RadarMapDisplay with our data": [[2, "use-the-radarmapdisplay-with-our-data"]], "Summary": [[2, "summary"], [3, "summary"]], "What\u2019s Next": [[2, "what-s-next"], [3, "what-s-next"]], "Resources and References": [[2, "resources-and-references"], [3, "resources-and-references"], [4, "resources-and-references"]], "Py-ART Gridding": [[3, "py-art-gridding"]], "What is gridding and why is it important?": [[3, "what-is-gridding-and-why-is-it-important"]], "Antenna vs. Cartesian Coordinates": [[3, "antenna-vs-cartesian-coordinates"]], "Why is Gridding Important?": [[3, "why-is-gridding-important"]], "An overview of gridding with Py-ART": [[3, "an-overview-of-gridding-with-py-art"]], "Read in and Visualize a Test Dataset": [[3, "read-in-and-visualize-a-test-dataset"]], "Setup our Gridding Routine with pyart.map.grid_from_radars()": [[3, "setup-our-gridding-routine-with-pyart-map-grid-from-radars"]], "Use our configuration to grid the data!": [[3, "use-our-configuration-to-grid-the-data"]], "Plot up the Grid Object": [[3, "plot-up-the-grid-object"]], "Plot a horizontal view of the data": [[3, "plot-a-horizontal-view-of-the-data"]], "Plot a Latitudinal Slice": [[3, "plot-a-latitudinal-slice"]], "Plot with Xarray": [[3, "plot-with-xarray"]], "Py-ART Processing": [[4, "py-art-processing"]], "Reading the data": [[4, "reading-the-data"]], "Ground-clutter and noise removal": [[4, "ground-clutter-and-noise-removal"]], "Attenuation correction": [[4, "attenuation-correction"]], "KDP estimation": [[4, "kdp-estimation"]], "Hydrometeor classification": [[4, "hydrometeor-classification"]], "QPE": [[4, "qpe"]], "pyrad Tutorial": [[5, "pyrad-tutorial"]], "Description of pyrad config files": [[6, "description-of-pyrad-config-files"]], "0 : Plot a volume scan (pyrad_config/00_plot_vol)": [[6, "plot-a-volume-scan-pyrad-config-00-plot-vol"]], "1 : Create a Cartesian grid and plot it (pyrad_config/01_grid)": [[6, "create-a-cartesian-grid-and-plot-it-pyrad-config-01-grid"]], "2 : Ground-clutter removal (pyrad_config/02_clutter_filter)": [[6, "ground-clutter-removal-pyrad-config-02-clutter-filter"]], "3 : Compute KDP (pyrad_config/03_phidp_kdp)": [[6, "compute-kdp-pyrad-config-03-phidp-kdp"]], "4 : Classifiy hydrometeors (pyrad_config/04_hydroclass)": [[6, "classifiy-hydrometeors-pyrad-config-04-hydroclass"]], "5 : Melting layer detection (pyrad_config/05_ml)": [[6, "melting-layer-detection-pyrad-config-05-ml"]], "6 : Quantitative precipitation estimation (pyrad_config/06_rr)": [[6, "quantitative-precipitation-estimation-pyrad-config-06-rr"]], "7 : Compute velocity azimuth display (pyrad_config/07_VAD)": [[6, "compute-velocity-azimuth-display-pyrad-config-07-vad"]], "8 : Compute dual-Doppler estimation (pyrad_config/08_DDA)": [[6, "compute-dual-doppler-estimation-pyrad-config-08-dda"]], "9 : Quasi-vertical profiles (pyrad_config/09_QVP)": [[6, "quasi-vertical-profiles-pyrad-config-09-qvp"]], "10 : Radar visibility from a DEM with the GECSX tool (pyrad_config/10_visibility/)": [[6, "radar-visibility-from-a-dem-with-the-gecsx-tool-pyrad-config-10-visibility"]]}, "indexentries": {}})
\ No newline at end of file
<class 'numpy.ma.core.MaskedArray'> [[-5.671875 2.28125 -8.1171875 ... -- -13.4765625 --]
+ [-5.6171875 1.8984375 -10.0703125 ... -2.6796875 -1.5390625 --]
+ [-5.0390625 2.625 -11.484375 ... -8.984375 -- --]
+ ...
+ [-5.9375 1.46875 -12.3203125 ... -- -- --]
+ [-5.9609375 1.53125 -12.84375 ... -- -- --]
+ [-8.7890625 2.9140625 -12.09375 ... -- -- --]]
+Extract a sample data field
+(8800, 667)
+
+
+
(8800, 667)
+Extract a sample data field
+8800 667
+
+
+
If we wanted to look the 300th ray, at the second gate, we would use something like the following:
@@ -650,6 +705,11 @@ Extract a sample data field
+-4.8046875
+
+
+
@@ -680,6 +740,11 @@ Use the
+<Figure size 1000x1000 with 0 Axes>
+
+
+
Once we have a figure, let’s add our RadarMapDisplay
@@ -689,6 +754,11 @@ Use the
+<Figure size 1000x1000 with 0 Axes>
+
+
+
Adding our map display without specifying a field to plot won’t do anything we need to specifically add a field to field using .plot_ppi_map()
@@ -697,6 +767,9 @@ Use the
+
+
By default, it will plot the elevation scan, the the default colormap from Matplotlib… let’s customize!
We add the following arguements:
@@ -721,6 +794,9 @@ Use the
+
+
You can change many parameters in the graph by changing the arguments to plot_ppi_map. As you can recall from earlier. simply view these arguments in a Jupyter notebook by typing:
@@ -745,6 +821,9 @@ Use the
+
+
Or, let’s view a different elevation scan! To do this, change the sweep parameter in the plot_ppi_map function.
@@ -761,6 +840,9 @@ Use the
+
+
Let’s take a look at a different field - for example, correlation coefficient (corr_coeff)
@@ -777,6 +859,9 @@ Use the
+
+
diff --git a/notebooks/pyart/pyart-gridding.html b/notebooks/pyart/pyart-gridding.html
index b13613b..1365c1a 100644
--- a/notebooks/pyart/pyart-gridding.html
+++ b/notebooks/pyart/pyart-gridding.html
@@ -510,16 +510,15 @@ Imports
----------------------------------------------------------------------------
-ModuleNotFoundError Traceback (most recent call last)
-Cell In[1], line 8
- 4 import cartopy.crs as ccrs
- 5 import matplotlib.pyplot as plt
-----> 8 import pyart
- 9 from pyart.testing import get_test_data
- 11 warnings.filterwarnings('ignore')
-
-ModuleNotFoundError: No module named 'pyart'
+## You are using the Python ARM Radar Toolkit (Py-ART), an open source
+## library for working with weather radar data. Py-ART is partly
+## supported by the U.S. Department of Energy as part of the Atmospheric
+## Radiation Measurement (ARM) Climate Research Facility, an Office of
+## Science user facility.
+##
+## If you use this software to prepare a publication, please cite:
+##
+## JJ Helmus and SM Collis, JORS 2016, doi: 10.5334/jors.119
@@ -568,6 +567,9 @@ Read in and Visualize a Test Dataset
+
+
As mentioned before, the dataset is currently in the antenna coordinate system measured as distance from the radar
@@ -629,6 +631,11 @@ Setup our Gridding Routine with <
+
+29
+
+
+
We can apply this to the horizontal (x, y) dimensions as well.
@@ -642,6 +649,11 @@ Setup our Gridding Routine with <
+
+29 80 80
+
+
+
Use our configuration to grid the data!¶
@@ -660,6 +672,11 @@ Use our configuration to grid the data!
+<pyart.core.grid.Grid at 0x7f3e33e19d60>
+
+
+
We now have a pyart.core.Grid object!
@@ -680,6 +697,9 @@ Plot a horizontal view of the data
+
+
@@ -696,6 +716,9 @@ Plot a Latitudinal Slice
+
+
Now, our plotting routine is a one-liner, starting with the horizontal slice:
@@ -718,6 +1821,9 @@ Plot with Xarray
+
+
And a vertical slice at a given y dimension (latitude)
@@ -729,6 +1835,9 @@ Plot with Xarray
+
+
diff --git a/notebooks/pyart/pyart-processing.html b/notebooks/pyart/pyart-processing.html
index c7ac689..4ca43f9 100644
--- a/notebooks/pyart/pyart-processing.html
+++ b/notebooks/pyart/pyart-processing.html
@@ -352,15 +352,48 @@ Overview
+## You are using the Python ARM Radar Toolkit (Py-ART), an open source
+## library for working with weather radar data. Py-ART is partly
+## supported by the U.S. Department of Energy as part of the Atmospheric
+## Radiation Measurement (ARM) Climate Research Facility, an Office of
+## Science user facility.
+##
+## If you use this software to prepare a publication, please cite:
+##
+## JJ Helmus and SM Collis, JORS 2016, doi: 10.5334/jors.119
+
+
---------------------------------------------------------------------------
-ModuleNotFoundError Traceback (most recent call last)
-Cell In[1], line 8
- 5 import cartopy
+FileNotFoundError Traceback (most recent call last)
+Cell In[1], line 9
6 import matplotlib.pyplot as plt
-----> 8 import pyart
- 9 pyart.config.load_config('../../pyrad_config/mch_config.py')
+ 8 import pyart
+----> 9 pyart.config.load_config('../../pyrad_config/mch_config.py')
+
+File /srv/conda/envs/notebook/lib/python3.9/site-packages/pyart/config.py:81, in load_config(filename)
+ 79 try:
+ 80 from importlib.machinery import SourceFileLoader
+---> 81 cfile = SourceFileLoader('metadata_config', filename).load_module()
+ 82 except ImportError:
+ 83 import imp
+
+File <frozen importlib._bootstrap_external>:529, in _check_name_wrapper(self, name, *args, **kwargs)
+
+File <frozen importlib._bootstrap_external>:1029, in load_module(self, fullname)
+
+File <frozen importlib._bootstrap_external>:854, in load_module(self, fullname)
+
+File <frozen importlib._bootstrap>:271, in _load_module_shim(self, fullname)
+
+File <frozen importlib._bootstrap>:613, in _exec(spec, module)
+
+File <frozen importlib._bootstrap_external>:846, in exec_module(self, module)
+
+File <frozen importlib._bootstrap_external>:982, in get_code(self, fullname)
+
+File <frozen importlib._bootstrap_external>:1039, in get_data(self, path)
-ModuleNotFoundError: No module named 'pyart'
+FileNotFoundError: [Errno 2] No such file or directory: '../../pyrad_config/mch_config.py'
diff --git a/reports/notebooks/pyart/pyart-processing.err.log b/reports/notebooks/pyart/pyart-processing.err.log
index 108383a..18bac86 100644
--- a/reports/notebooks/pyart/pyart-processing.err.log
+++ b/reports/notebooks/pyart/pyart-processing.err.log
@@ -27,14 +27,48 @@ pyart.config.load_config('../../pyrad_config/mch_config.py')
------------------
+----- stdout -----
+
+## You are using the Python ARM Radar Toolkit (Py-ART), an open source
+## library for working with weather radar data. Py-ART is partly
+## supported by the U.S. Department of Energy as part of the Atmospheric
+## Radiation Measurement (ARM) Climate Research Facility, an Office of
+## Science user facility.
+##
+## If you use this software to prepare a publication, please cite:
+##
+## JJ Helmus and SM Collis, JORS 2016, doi: 10.5334/jors.119
+------------------
[0;31m---------------------------------------------------------------------------[0m
-[0;31mModuleNotFoundError[0m Traceback (most recent call last)
-Cell [0;32mIn[1], line 8[0m
-[1;32m 5[0m [38;5;28;01mimport[39;00m [38;5;21;01mcartopy[39;00m
+[0;31mFileNotFoundError[0m Traceback (most recent call last)
+Cell [0;32mIn[1], line 9[0m
[1;32m 6[0m [38;5;28;01mimport[39;00m [38;5;21;01mmatplotlib[39;00m[38;5;21;01m.[39;00m[38;5;21;01mpyplot[39;00m [38;5;28;01mas[39;00m [38;5;21;01mplt[39;00m
-[0;32m----> 8[0m [38;5;28;01mimport[39;00m [38;5;21;01mpyart[39;00m
-[1;32m 9[0m pyart[38;5;241m.[39mconfig[38;5;241m.[39mload_config([38;5;124m'[39m[38;5;124m../../pyrad_config/mch_config.py[39m[38;5;124m'[39m)
+[1;32m 8[0m [38;5;28;01mimport[39;00m [38;5;21;01mpyart[39;00m
+[0;32m----> 9[0m [43mpyart[49m[38;5;241;43m.[39;49m[43mconfig[49m[38;5;241;43m.[39;49m[43mload_config[49m[43m([49m[38;5;124;43m'[39;49m[38;5;124;43m../../pyrad_config/mch_config.py[39;49m[38;5;124;43m'[39;49m[43m)[49m
+
+File [0;32m/srv/conda/envs/notebook/lib/python3.9/site-packages/pyart/config.py:81[0m, in [0;36mload_config[0;34m(filename)[0m
+[1;32m 79[0m [38;5;28;01mtry[39;00m:
+[1;32m 80[0m [38;5;28;01mfrom[39;00m [38;5;21;01mimportlib[39;00m[38;5;21;01m.[39;00m[38;5;21;01mmachinery[39;00m [38;5;28;01mimport[39;00m SourceFileLoader
+[0;32m---> 81[0m cfile [38;5;241m=[39m [43mSourceFileLoader[49m[43m([49m[38;5;124;43m'[39;49m[38;5;124;43mmetadata_config[39;49m[38;5;124;43m'[39;49m[43m,[49m[43m [49m[43mfilename[49m[43m)[49m[38;5;241;43m.[39;49m[43mload_module[49m[43m([49m[43m)[49m
+[1;32m 82[0m [38;5;28;01mexcept[39;00m [38;5;167;01mImportError[39;00m:
+[1;32m 83[0m [38;5;28;01mimport[39;00m [38;5;21;01mimp[39;00m
+
+File [0;32m:529[0m, in [0;36m_check_name_wrapper[0;34m(self, name, *args, **kwargs)[0m
+
+File [0;32m:1029[0m, in [0;36mload_module[0;34m(self, fullname)[0m
+
+File [0;32m:854[0m, in [0;36mload_module[0;34m(self, fullname)[0m
+
+File [0;32m:271[0m, in [0;36m_load_module_shim[0;34m(self, fullname)[0m
+
+File [0;32m:613[0m, in [0;36m_exec[0;34m(spec, module)[0m
+
+File [0;32m:846[0m, in [0;36mexec_module[0;34m(self, module)[0m
+
+File [0;32m:982[0m, in [0;36mget_code[0;34m(self, fullname)[0m
+
+File [0;32m:1039[0m, in [0;36mget_data[0;34m(self, path)[0m
-[0;31mModuleNotFoundError[0m: No module named 'pyart'
+[0;31mFileNotFoundError[0m: [Errno 2] No such file or directory: '../../pyrad_config/mch_config.py'
diff --git a/searchindex.js b/searchindex.js
index b9ae173..c484f76 100644
--- a/searchindex.js
+++ b/searchindex.js
@@ -1 +1 @@
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"dataset": 2, "0x7f1a5aa0d760": 2, "0x7f3e33e19d60": 3, "srv": 4, "529": 4, "1029": 4, "854": 4, "271": 4, "613": 4, "846": 4, "982": 4, "1039": 4}, "objects": {}, "objtypes": {}, "objnames": {}, "titleterms": {"wmo": 0, "asean": 0, "radar": [0, 2, 6], "workshop": 0, "pyrad": [0, 5, 6], "cours": 0, "motiv": 0, "author": 0, "webpag": 0, "run": 0, "notebook": 0, "binder": 0, "your": 0, "own": 0, "machin": 0, "py": [1, 2, 3, 4], "art": [1, 2, 3, 4], "tutori": [1, 5], "basic": [1, 2], "grid": [1, 3, 6], "overview": [2, 3, 4], "prerequisit": [2, 3], "import": [2, 3], "an": [2, 3], "histori": 2, "what": [2, 3], "can": 2, "pyart": [2, 3], "do": 2, "read": [2, 3, 4], "data": [2, 3, 4], "us": [2, 3], "io": 2, "investig": 2, "object": [2, 3], "extract": 2, "sampl": 2, "field": 2, "plot": [2, 3, 6], "our": [2, 3], "util": 2, "radarmapdisplai": 2, "summari": [2, 3], "": [2, 3], "next": [2, 3], "resourc": [2, 3, 4], "refer": [2, 3, 4], "i": 3, "why": 3, "antenna": 3, "v": 3, "cartesian": [3, 6], "coordin": 3, "visual": 3, "test": 3, "dataset": 3, "setup": 3, "routin": 3, "map": 3, "grid_from_radar": 3, "configur": 3, "up": 3, "horizont": 3, "view": 3, "latitudin": 3, "slice": 3, "xarrai": 3, "process": 4, "ground": [4, 6], "clutter": [4, 6], "nois": 4, "remov": [4, 6], "attenu": 4, "correct": 4, "kdp": [4, 6], "estim": [4, 6], "hydrometeor": [4, 6], "classif": 4, "qpe": 4, "descript": 6, "config": 6, "file": 6, "0": 6, "volum": 6, "scan": 6, "pyrad_config": 6, "00_plot_vol": 6, "1": 6, "creat": 6, "01_grid": 6, "2": 6, "02_clutter_filt": 6, "3": 6, "comput": 6, "03_phidp_kdp": 6, "4": 6, "classifii": 6, "04_hydroclass": 6, "5": 6, "melt": 6, "layer": 6, "detect": 6, "05_ml": 6, "6": 6, "quantit": 6, "precipit": 6, "06_rr": 6, "7": 6, "veloc": 6, "azimuth": 6, "displai": 6, "07_vad": 6, "8": 6, "dual": 6, "doppler": 6, "08_dda": 6, "9": 6, "quasi": 6, "vertic": 6, "profil": 6, "09_qvp": 6, "10": 6, "visibl": 6, "from": 6, "dem": 6, "gecsx": 6, "tool": 6, "10_visibl": 6}, "envversion": {"sphinx.domains.c": 2, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 8, "sphinx.domains.index": 1, "sphinx.domains.javascript": 2, "sphinx.domains.math": 2, "sphinx.domains.python": 3, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.intersphinx": 1, "sphinx": 57}, "alltitles": {"WMO/ASEAN radar workshop - Pyrad course": [[0, "wmo-asean-radar-workshop-pyrad-course"]], "Motivation": [[0, "motivation"]], "Authors": [[0, "authors"]], "Webpage": [[0, "webpage"]], "Running the Notebooks": [[0, "running-the-notebooks"]], "Running on Binder": [[0, "running-on-binder"]], "Running on Your Own Machine": [[0, "running-on-your-own-machine"]], "Py-ART Tutorial": [[1, "py-art-tutorial"]], "Py-ART Basics and Gridding": [[1, "py-art-basics-and-gridding"]], "Py-ART Basics": [[2, "py-art-basics"]], "Overview": [[2, "overview"], [3, "overview"], [4, "overview"]], "Prerequisites": [[2, "prerequisites"], [3, "prerequisites"]], "Imports": [[2, "imports"], [3, "imports"]], "An Overview of Py-ART": [[2, "an-overview-of-py-art"]], "History of the Py-ART": [[2, "history-of-the-py-art"]], "What can PyART Do?": [[2, "what-can-pyart-do"]], "Reading in Data Using Py-ART": [[2, "reading-in-data-using-py-art"]], "Reading data in using pyart.io.read": [[2, "reading-data-in-using-pyart-io-read"]], "Investigate the pyart.Radar object": [[2, "investigate-the-pyart-radar-object"]], "Extract a sample data field": [[2, "extract-a-sample-data-field"]], "Plotting our Radar Data": [[2, "plotting-our-radar-data"]], "An Overview of Py-ART Plotting Utilities": [[2, "an-overview-of-py-art-plotting-utilities"]], "Use the RadarMapDisplay with our data": [[2, "use-the-radarmapdisplay-with-our-data"]], "Summary": [[2, "summary"], [3, "summary"]], "What\u2019s Next": [[2, "what-s-next"], [3, "what-s-next"]], "Resources and References": [[2, "resources-and-references"], [3, "resources-and-references"], [4, "resources-and-references"]], "Py-ART Gridding": [[3, "py-art-gridding"]], "What is gridding and why is it important?": [[3, "what-is-gridding-and-why-is-it-important"]], "Antenna vs. Cartesian Coordinates": [[3, "antenna-vs-cartesian-coordinates"]], "Why is Gridding Important?": [[3, "why-is-gridding-important"]], "An overview of gridding with Py-ART": [[3, "an-overview-of-gridding-with-py-art"]], "Read in and Visualize a Test Dataset": [[3, "read-in-and-visualize-a-test-dataset"]], "Setup our Gridding Routine with pyart.map.grid_from_radars()": [[3, "setup-our-gridding-routine-with-pyart-map-grid-from-radars"]], "Use our configuration to grid the data!": [[3, "use-our-configuration-to-grid-the-data"]], "Plot up the Grid Object": [[3, "plot-up-the-grid-object"]], "Plot a horizontal view of the data": [[3, "plot-a-horizontal-view-of-the-data"]], "Plot a Latitudinal Slice": [[3, "plot-a-latitudinal-slice"]], "Plot with Xarray": [[3, "plot-with-xarray"]], "Py-ART Processing": [[4, "py-art-processing"]], "Reading the data": [[4, "reading-the-data"]], "Ground-clutter and noise removal": [[4, "ground-clutter-and-noise-removal"]], "Attenuation correction": [[4, "attenuation-correction"]], "KDP estimation": [[4, "kdp-estimation"]], "Hydrometeor classification": [[4, "hydrometeor-classification"]], "QPE": [[4, "qpe"]], "pyrad Tutorial": [[5, "pyrad-tutorial"]], "Description of pyrad config files": [[6, "description-of-pyrad-config-files"]], "0 : Plot a volume scan (pyrad_config/00_plot_vol)": [[6, "plot-a-volume-scan-pyrad-config-00-plot-vol"]], "1 : Create a Cartesian grid and plot it (pyrad_config/01_grid)": [[6, "create-a-cartesian-grid-and-plot-it-pyrad-config-01-grid"]], "2 : Ground-clutter removal (pyrad_config/02_clutter_filter)": [[6, "ground-clutter-removal-pyrad-config-02-clutter-filter"]], "3 : Compute KDP (pyrad_config/03_phidp_kdp)": [[6, "compute-kdp-pyrad-config-03-phidp-kdp"]], "4 : Classifiy hydrometeors (pyrad_config/04_hydroclass)": [[6, "classifiy-hydrometeors-pyrad-config-04-hydroclass"]], "5 : Melting layer detection (pyrad_config/05_ml)": [[6, "melting-layer-detection-pyrad-config-05-ml"]], "6 : Quantitative precipitation estimation (pyrad_config/06_rr)": [[6, "quantitative-precipitation-estimation-pyrad-config-06-rr"]], "7 : Compute velocity azimuth display (pyrad_config/07_VAD)": [[6, "compute-velocity-azimuth-display-pyrad-config-07-vad"]], "8 : Compute dual-Doppler estimation (pyrad_config/08_DDA)": [[6, "compute-dual-doppler-estimation-pyrad-config-08-dda"]], "9 : Quasi-vertical profiles (pyrad_config/09_QVP)": [[6, "quasi-vertical-profiles-pyrad-config-09-qvp"]], "10 : Radar visibility from a DEM with the GECSX tool (pyrad_config/10_visibility/)": [[6, "radar-visibility-from-a-dem-with-the-gecsx-tool-pyrad-config-10-visibility"]]}, "indexentries": {}})
\ No newline at end of file
8800 667
+Extract a sample data field
+-4.8046875
+
+
+
-4.8046875
+<Figure size 1000x1000 with 0 Axes>
+Once we have a figure, let’s add our RadarMapDisplay
@@ -689,6 +754,11 @@ Use the
+
Use the
+<Figure size 1000x1000 with 0 Axes>
+
+
+
<Figure size 1000x1000 with 0 Axes>
+Adding our map display without specifying a field to plot won’t do anything we need to specifically add a field to field using .plot_ppi_map()
@@ -697,6 +767,9 @@ Use the
+
Use the
+
+
By default, it will plot the elevation scan, the the default colormap from Matplotlib… let’s customize!
We add the following arguements:
@@ -721,6 +794,9 @@Use the
+
+
You can change many parameters in the graph by changing the arguments to plot_ppi_map. As you can recall from earlier. simply view these arguments in a Jupyter notebook by typing:
@@ -745,6 +821,9 @@ Use the
+
+
Or, let’s view a different elevation scan! To do this, change the sweep parameter in the plot_ppi_map function.
@@ -761,6 +840,9 @@ Use the
+
+
Let’s take a look at a different field - for example, correlation coefficient (corr_coeff)
@@ -777,6 +859,9 @@ Use the
+
+
diff --git a/notebooks/pyart/pyart-gridding.html b/notebooks/pyart/pyart-gridding.html
index b13613b..1365c1a 100644
--- a/notebooks/pyart/pyart-gridding.html
+++ b/notebooks/pyart/pyart-gridding.html
@@ -510,16 +510,15 @@ Imports
----------------------------------------------------------------------------
-ModuleNotFoundError Traceback (most recent call last)
-Cell In[1], line 8
- 4 import cartopy.crs as ccrs
- 5 import matplotlib.pyplot as plt
-----> 8 import pyart
- 9 from pyart.testing import get_test_data
- 11 warnings.filterwarnings('ignore')
-
-ModuleNotFoundError: No module named 'pyart'
+## You are using the Python ARM Radar Toolkit (Py-ART), an open source
+## library for working with weather radar data. Py-ART is partly
+## supported by the U.S. Department of Energy as part of the Atmospheric
+## Radiation Measurement (ARM) Climate Research Facility, an Office of
+## Science user facility.
+##
+## If you use this software to prepare a publication, please cite:
+##
+## JJ Helmus and SM Collis, JORS 2016, doi: 10.5334/jors.119
@@ -568,6 +567,9 @@ Read in and Visualize a Test Dataset
+
+
As mentioned before, the dataset is currently in the antenna coordinate system measured as distance from the radar
@@ -629,6 +631,11 @@ Setup our Gridding Routine with <
+
+29
+
+
+
We can apply this to the horizontal (x, y) dimensions as well.
@@ -642,6 +649,11 @@ Setup our Gridding Routine with <
+
+29 80 80
+
+
+
Use our configuration to grid the data!¶
@@ -660,6 +672,11 @@ Use our configuration to grid the data!
+<pyart.core.grid.Grid at 0x7f3e33e19d60>
+
+
+
We now have a pyart.core.Grid object!
@@ -680,6 +697,9 @@ Plot a horizontal view of the data
+
+
@@ -696,6 +716,9 @@ Plot a Latitudinal Slice
+
+
Now, our plotting routine is a one-liner, starting with the horizontal slice:
@@ -718,6 +1821,9 @@ Plot with Xarray
+
+
And a vertical slice at a given y dimension (latitude)
@@ -729,6 +1835,9 @@ Plot with Xarray
+
+
diff --git a/notebooks/pyart/pyart-processing.html b/notebooks/pyart/pyart-processing.html
index c7ac689..4ca43f9 100644
--- a/notebooks/pyart/pyart-processing.html
+++ b/notebooks/pyart/pyart-processing.html
@@ -352,15 +352,48 @@ Overview
+## You are using the Python ARM Radar Toolkit (Py-ART), an open source
+## library for working with weather radar data. Py-ART is partly
+## supported by the U.S. Department of Energy as part of the Atmospheric
+## Radiation Measurement (ARM) Climate Research Facility, an Office of
+## Science user facility.
+##
+## If you use this software to prepare a publication, please cite:
+##
+## JJ Helmus and SM Collis, JORS 2016, doi: 10.5334/jors.119
+
+
---------------------------------------------------------------------------
-ModuleNotFoundError Traceback (most recent call last)
-Cell In[1], line 8
- 5 import cartopy
+FileNotFoundError Traceback (most recent call last)
+Cell In[1], line 9
6 import matplotlib.pyplot as plt
-----> 8 import pyart
- 9 pyart.config.load_config('../../pyrad_config/mch_config.py')
+ 8 import pyart
+----> 9 pyart.config.load_config('../../pyrad_config/mch_config.py')
+
+File /srv/conda/envs/notebook/lib/python3.9/site-packages/pyart/config.py:81, in load_config(filename)
+ 79 try:
+ 80 from importlib.machinery import SourceFileLoader
+---> 81 cfile = SourceFileLoader('metadata_config', filename).load_module()
+ 82 except ImportError:
+ 83 import imp
+
+File <frozen importlib._bootstrap_external>:529, in _check_name_wrapper(self, name, *args, **kwargs)
+
+File <frozen importlib._bootstrap_external>:1029, in load_module(self, fullname)
+
+File <frozen importlib._bootstrap_external>:854, in load_module(self, fullname)
+
+File <frozen importlib._bootstrap>:271, in _load_module_shim(self, fullname)
+
+File <frozen importlib._bootstrap>:613, in _exec(spec, module)
+
+File <frozen importlib._bootstrap_external>:846, in exec_module(self, module)
+
+File <frozen importlib._bootstrap_external>:982, in get_code(self, fullname)
+
+File <frozen importlib._bootstrap_external>:1039, in get_data(self, path)
-ModuleNotFoundError: No module named 'pyart'
+FileNotFoundError: [Errno 2] No such file or directory: '../../pyrad_config/mch_config.py'
diff --git a/reports/notebooks/pyart/pyart-processing.err.log b/reports/notebooks/pyart/pyart-processing.err.log
index 108383a..18bac86 100644
--- a/reports/notebooks/pyart/pyart-processing.err.log
+++ b/reports/notebooks/pyart/pyart-processing.err.log
@@ -27,14 +27,48 @@ pyart.config.load_config('../../pyrad_config/mch_config.py')
------------------
+----- stdout -----
+
+## You are using the Python ARM Radar Toolkit (Py-ART), an open source
+## library for working with weather radar data. Py-ART is partly
+## supported by the U.S. Department of Energy as part of the Atmospheric
+## Radiation Measurement (ARM) Climate Research Facility, an Office of
+## Science user facility.
+##
+## If you use this software to prepare a publication, please cite:
+##
+## JJ Helmus and SM Collis, JORS 2016, doi: 10.5334/jors.119
+------------------
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index b9ae173..c484f76 100644
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"dataset": 2, "0x7f1a5aa0d760": 2, "0x7f3e33e19d60": 3, "srv": 4, "529": 4, "1029": 4, "854": 4, "271": 4, "613": 4, "846": 4, "982": 4, "1039": 4}, "objects": {}, "objtypes": {}, "objnames": {}, "titleterms": {"wmo": 0, "asean": 0, "radar": [0, 2, 6], "workshop": 0, "pyrad": [0, 5, 6], "cours": 0, "motiv": 0, "author": 0, "webpag": 0, "run": 0, "notebook": 0, "binder": 0, "your": 0, "own": 0, "machin": 0, "py": [1, 2, 3, 4], "art": [1, 2, 3, 4], "tutori": [1, 5], "basic": [1, 2], "grid": [1, 3, 6], "overview": [2, 3, 4], "prerequisit": [2, 3], "import": [2, 3], "an": [2, 3], "histori": 2, "what": [2, 3], "can": 2, "pyart": [2, 3], "do": 2, "read": [2, 3, 4], "data": [2, 3, 4], "us": [2, 3], "io": 2, "investig": 2, "object": [2, 3], "extract": 2, "sampl": 2, "field": 2, "plot": [2, 3, 6], "our": [2, 3], "util": 2, "radarmapdisplai": 2, "summari": [2, 3], "": [2, 3], "next": [2, 3], "resourc": [2, 3, 4], "refer": [2, 3, 4], "i": 3, "why": 3, "antenna": 3, "v": 3, "cartesian": [3, 6], 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"envversion": {"sphinx.domains.c": 2, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 8, "sphinx.domains.index": 1, "sphinx.domains.javascript": 2, "sphinx.domains.math": 2, "sphinx.domains.python": 3, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.intersphinx": 1, "sphinx": 57}, "alltitles": {"WMO/ASEAN radar workshop - Pyrad course": [[0, "wmo-asean-radar-workshop-pyrad-course"]], "Motivation": [[0, "motivation"]], "Authors": [[0, "authors"]], "Webpage": [[0, "webpage"]], "Running the Notebooks": [[0, "running-the-notebooks"]], "Running on Binder": [[0, "running-on-binder"]], "Running on Your Own Machine": [[0, "running-on-your-own-machine"]], "Py-ART Tutorial": [[1, "py-art-tutorial"]], "Py-ART Basics and Gridding": [[1, "py-art-basics-and-gridding"]], "Py-ART Basics": [[2, "py-art-basics"]], "Overview": [[2, "overview"], [3, "overview"], [4, "overview"]], "Prerequisites": [[2, "prerequisites"], [3, "prerequisites"]], "Imports": [[2, "imports"], [3, "imports"]], "An Overview of Py-ART": [[2, "an-overview-of-py-art"]], "History of the Py-ART": [[2, "history-of-the-py-art"]], "What can PyART Do?": [[2, "what-can-pyart-do"]], "Reading in Data Using Py-ART": [[2, "reading-in-data-using-py-art"]], "Reading data in using pyart.io.read": [[2, "reading-data-in-using-pyart-io-read"]], "Investigate the pyart.Radar object": [[2, "investigate-the-pyart-radar-object"]], "Extract a sample data field": [[2, "extract-a-sample-data-field"]], "Plotting our Radar Data": [[2, "plotting-our-radar-data"]], "An Overview of Py-ART Plotting Utilities": [[2, "an-overview-of-py-art-plotting-utilities"]], "Use the RadarMapDisplay with our data": [[2, "use-the-radarmapdisplay-with-our-data"]], "Summary": [[2, "summary"], [3, "summary"]], "What\u2019s Next": [[2, "what-s-next"], [3, "what-s-next"]], "Resources and References": [[2, "resources-and-references"], [3, "resources-and-references"], [4, "resources-and-references"]], "Py-ART Gridding": [[3, "py-art-gridding"]], "What is gridding and why is it important?": [[3, "what-is-gridding-and-why-is-it-important"]], "Antenna vs. Cartesian Coordinates": [[3, "antenna-vs-cartesian-coordinates"]], "Why is Gridding Important?": [[3, "why-is-gridding-important"]], "An overview of gridding with Py-ART": [[3, "an-overview-of-gridding-with-py-art"]], "Read in and Visualize a Test Dataset": [[3, "read-in-and-visualize-a-test-dataset"]], "Setup our Gridding Routine with pyart.map.grid_from_radars()": [[3, "setup-our-gridding-routine-with-pyart-map-grid-from-radars"]], "Use our configuration to grid the data!": [[3, "use-our-configuration-to-grid-the-data"]], "Plot up the Grid Object": [[3, "plot-up-the-grid-object"]], "Plot a horizontal view of the data": [[3, "plot-a-horizontal-view-of-the-data"]], "Plot a Latitudinal Slice": [[3, "plot-a-latitudinal-slice"]], "Plot with Xarray": [[3, "plot-with-xarray"]], "Py-ART Processing": [[4, "py-art-processing"]], "Reading the data": [[4, "reading-the-data"]], "Ground-clutter and noise removal": [[4, "ground-clutter-and-noise-removal"]], "Attenuation correction": [[4, "attenuation-correction"]], "KDP estimation": [[4, "kdp-estimation"]], "Hydrometeor classification": [[4, "hydrometeor-classification"]], "QPE": [[4, "qpe"]], "pyrad Tutorial": [[5, "pyrad-tutorial"]], "Description of pyrad config files": [[6, "description-of-pyrad-config-files"]], "0 : Plot a volume scan (pyrad_config/00_plot_vol)": [[6, "plot-a-volume-scan-pyrad-config-00-plot-vol"]], "1 : Create a Cartesian grid and plot it (pyrad_config/01_grid)": [[6, "create-a-cartesian-grid-and-plot-it-pyrad-config-01-grid"]], "2 : Ground-clutter removal (pyrad_config/02_clutter_filter)": [[6, "ground-clutter-removal-pyrad-config-02-clutter-filter"]], "3 : Compute KDP (pyrad_config/03_phidp_kdp)": [[6, "compute-kdp-pyrad-config-03-phidp-kdp"]], "4 : Classifiy hydrometeors (pyrad_config/04_hydroclass)": [[6, "classifiy-hydrometeors-pyrad-config-04-hydroclass"]], "5 : Melting layer detection (pyrad_config/05_ml)": [[6, "melting-layer-detection-pyrad-config-05-ml"]], "6 : Quantitative precipitation estimation (pyrad_config/06_rr)": [[6, "quantitative-precipitation-estimation-pyrad-config-06-rr"]], "7 : Compute velocity azimuth display (pyrad_config/07_VAD)": [[6, "compute-velocity-azimuth-display-pyrad-config-07-vad"]], "8 : Compute dual-Doppler estimation (pyrad_config/08_DDA)": [[6, "compute-dual-doppler-estimation-pyrad-config-08-dda"]], "9 : Quasi-vertical profiles (pyrad_config/09_QVP)": [[6, "quasi-vertical-profiles-pyrad-config-09-qvp"]], "10 : Radar visibility from a DEM with the GECSX tool (pyrad_config/10_visibility/)": [[6, "radar-visibility-from-a-dem-with-the-gecsx-tool-pyrad-config-10-visibility"]]}, "indexentries": {}})
\ No newline at end of file
Use the
+
+
Use the
+
+
corr_coeff)Use the
+
+
---------------------------------------------------------------------------
-ModuleNotFoundError Traceback (most recent call last)
-Cell In[1], line 8
- 4 import cartopy.crs as ccrs
- 5 import matplotlib.pyplot as plt
-----> 8 import pyart
- 9 from pyart.testing import get_test_data
- 11 warnings.filterwarnings('ignore')
-
-ModuleNotFoundError: No module named 'pyart'
+## You are using the Python ARM Radar Toolkit (Py-ART), an open source
+## library for working with weather radar data. Py-ART is partly
+## supported by the U.S. Department of Energy as part of the Atmospheric
+## Radiation Measurement (ARM) Climate Research Facility, an Office of
+## Science user facility.
+##
+## If you use this software to prepare a publication, please cite:
+##
+## JJ Helmus and SM Collis, JORS 2016, doi: 10.5334/jors.119
Read in and Visualize a Test Dataset
+
+
As mentioned before, the dataset is currently in the antenna coordinate system measured as distance from the radar
@@ -629,6 +631,11 @@Setup our Gridding Routine with <
+
+29
+
+
+
We can apply this to the horizontal (x, y) dimensions as well.
@@ -642,6 +649,11 @@ Setup our Gridding Routine with <
+
+29 80 80
+
+
+
Use our configuration to grid the data!¶
@@ -660,6 +672,11 @@ Use our configuration to grid the data!
+<pyart.core.grid.Grid at 0x7f3e33e19d60>
+
+
+
We now have a pyart.core.Grid object!
@@ -680,6 +697,9 @@ Plot a horizontal view of the data
+
+
@@ -696,6 +716,9 @@ Plot a Latitudinal Slice
+
+
Now, our plotting routine is a one-liner, starting with the horizontal slice:
@@ -718,6 +1821,9 @@ Plot with Xarray
+
+
And a vertical slice at a given y dimension (latitude)
@@ -729,6 +1835,9 @@ Plot with Xarray
+
+
diff --git a/notebooks/pyart/pyart-processing.html b/notebooks/pyart/pyart-processing.html
index c7ac689..4ca43f9 100644
--- a/notebooks/pyart/pyart-processing.html
+++ b/notebooks/pyart/pyart-processing.html
@@ -352,15 +352,48 @@ Overview
+## You are using the Python ARM Radar Toolkit (Py-ART), an open source
+## library for working with weather radar data. Py-ART is partly
+## supported by the U.S. Department of Energy as part of the Atmospheric
+## Radiation Measurement (ARM) Climate Research Facility, an Office of
+## Science user facility.
+##
+## If you use this software to prepare a publication, please cite:
+##
+## JJ Helmus and SM Collis, JORS 2016, doi: 10.5334/jors.119
+
+
---------------------------------------------------------------------------
-ModuleNotFoundError Traceback (most recent call last)
-Cell In[1], line 8
- 5 import cartopy
+FileNotFoundError Traceback (most recent call last)
+Cell In[1], line 9
6 import matplotlib.pyplot as plt
-----> 8 import pyart
- 9 pyart.config.load_config('../../pyrad_config/mch_config.py')
+ 8 import pyart
+----> 9 pyart.config.load_config('../../pyrad_config/mch_config.py')
+
+File /srv/conda/envs/notebook/lib/python3.9/site-packages/pyart/config.py:81, in load_config(filename)
+ 79 try:
+ 80 from importlib.machinery import SourceFileLoader
+---> 81 cfile = SourceFileLoader('metadata_config', filename).load_module()
+ 82 except ImportError:
+ 83 import imp
+
+File <frozen importlib._bootstrap_external>:529, in _check_name_wrapper(self, name, *args, **kwargs)
+
+File <frozen importlib._bootstrap_external>:1029, in load_module(self, fullname)
+
+File <frozen importlib._bootstrap_external>:854, in load_module(self, fullname)
+
+File <frozen importlib._bootstrap>:271, in _load_module_shim(self, fullname)
+
+File <frozen importlib._bootstrap>:613, in _exec(spec, module)
+
+File <frozen importlib._bootstrap_external>:846, in exec_module(self, module)
+
+File <frozen importlib._bootstrap_external>:982, in get_code(self, fullname)
+
+File <frozen importlib._bootstrap_external>:1039, in get_data(self, path)
-ModuleNotFoundError: No module named 'pyart'
+FileNotFoundError: [Errno 2] No such file or directory: '../../pyrad_config/mch_config.py'
diff --git a/reports/notebooks/pyart/pyart-processing.err.log b/reports/notebooks/pyart/pyart-processing.err.log
index 108383a..18bac86 100644
--- a/reports/notebooks/pyart/pyart-processing.err.log
+++ b/reports/notebooks/pyart/pyart-processing.err.log
@@ -27,14 +27,48 @@ pyart.config.load_config('../../pyrad_config/mch_config.py')
------------------
+----- stdout -----
+
+## You are using the Python ARM Radar Toolkit (Py-ART), an open source
+## library for working with weather radar data. Py-ART is partly
+## supported by the U.S. Department of Energy as part of the Atmospheric
+## Radiation Measurement (ARM) Climate Research Facility, an Office of
+## Science user facility.
+##
+## If you use this software to prepare a publication, please cite:
+##
+## JJ Helmus and SM Collis, JORS 2016, doi: 10.5334/jors.119
+------------------
[0;31m---------------------------------------------------------------------------[0m
-[0;31mModuleNotFoundError[0m Traceback (most recent call last)
-Cell [0;32mIn[1], line 8[0m
-[1;32m 5[0m [38;5;28;01mimport[39;00m [38;5;21;01mcartopy[39;00m
+[0;31mFileNotFoundError[0m Traceback (most recent call last)
+Cell [0;32mIn[1], line 9[0m
[1;32m 6[0m [38;5;28;01mimport[39;00m [38;5;21;01mmatplotlib[39;00m[38;5;21;01m.[39;00m[38;5;21;01mpyplot[39;00m [38;5;28;01mas[39;00m [38;5;21;01mplt[39;00m
-[0;32m----> 8[0m [38;5;28;01mimport[39;00m [38;5;21;01mpyart[39;00m
-[1;32m 9[0m pyart[38;5;241m.[39mconfig[38;5;241m.[39mload_config([38;5;124m'[39m[38;5;124m../../pyrad_config/mch_config.py[39m[38;5;124m'[39m)
+[1;32m 8[0m [38;5;28;01mimport[39;00m [38;5;21;01mpyart[39;00m
+[0;32m----> 9[0m [43mpyart[49m[38;5;241;43m.[39;49m[43mconfig[49m[38;5;241;43m.[39;49m[43mload_config[49m[43m([49m[38;5;124;43m'[39;49m[38;5;124;43m../../pyrad_config/mch_config.py[39;49m[38;5;124;43m'[39;49m[43m)[49m
+
+File [0;32m/srv/conda/envs/notebook/lib/python3.9/site-packages/pyart/config.py:81[0m, in [0;36mload_config[0;34m(filename)[0m
+[1;32m 79[0m [38;5;28;01mtry[39;00m:
+[1;32m 80[0m [38;5;28;01mfrom[39;00m [38;5;21;01mimportlib[39;00m[38;5;21;01m.[39;00m[38;5;21;01mmachinery[39;00m [38;5;28;01mimport[39;00m SourceFileLoader
+[0;32m---> 81[0m cfile [38;5;241m=[39m [43mSourceFileLoader[49m[43m([49m[38;5;124;43m'[39;49m[38;5;124;43mmetadata_config[39;49m[38;5;124;43m'[39;49m[43m,[49m[43m [49m[43mfilename[49m[43m)[49m[38;5;241;43m.[39;49m[43mload_module[49m[43m([49m[43m)[49m
+[1;32m 82[0m [38;5;28;01mexcept[39;00m [38;5;167;01mImportError[39;00m:
+[1;32m 83[0m [38;5;28;01mimport[39;00m [38;5;21;01mimp[39;00m
+
+File [0;32m:529[0m, in [0;36m_check_name_wrapper[0;34m(self, name, *args, **kwargs)[0m
+
+File [0;32m:1029[0m, in [0;36mload_module[0;34m(self, fullname)[0m
+
+File [0;32m:854[0m, in [0;36mload_module[0;34m(self, fullname)[0m
+
+File [0;32m:271[0m, in [0;36m_load_module_shim[0;34m(self, fullname)[0m
+
+File [0;32m:613[0m, in [0;36m_exec[0;34m(spec, module)[0m
+
+File [0;32m:846[0m, in [0;36mexec_module[0;34m(self, module)[0m
+
+File [0;32m:982[0m, in [0;36mget_code[0;34m(self, fullname)[0m
+
+File [0;32m:1039[0m, in [0;36mget_data[0;34m(self, path)[0m
-[0;31mModuleNotFoundError[0m: No module named 'pyart'
+[0;31mFileNotFoundError[0m: [Errno 2] No such file or directory: '../../pyrad_config/mch_config.py'
diff --git a/searchindex.js b/searchindex.js
index b9ae173..c484f76 100644
--- a/searchindex.js
+++ b/searchindex.js
@@ -1 +1 @@
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"imports"], [3, "imports"]], "An Overview of Py-ART": [[2, "an-overview-of-py-art"]], "History of the Py-ART": [[2, "history-of-the-py-art"]], "What can PyART Do?": [[2, "what-can-pyart-do"]], "Reading in Data Using Py-ART": [[2, "reading-in-data-using-py-art"]], "Reading data in using pyart.io.read": [[2, "reading-data-in-using-pyart-io-read"]], "Investigate the pyart.Radar object": [[2, "investigate-the-pyart-radar-object"]], "Extract a sample data field": [[2, "extract-a-sample-data-field"]], "Plotting our Radar Data": [[2, "plotting-our-radar-data"]], "An Overview of Py-ART Plotting Utilities": [[2, "an-overview-of-py-art-plotting-utilities"]], "Use the RadarMapDisplay with our data": [[2, "use-the-radarmapdisplay-with-our-data"]], "Summary": [[2, "summary"], [3, "summary"]], "What\u2019s Next": [[2, "what-s-next"], [3, "what-s-next"]], "Resources and References": [[2, "resources-and-references"], [3, "resources-and-references"], [4, "resources-and-references"]], "Py-ART Gridding": [[3, "py-art-gridding"]], "What is gridding and why is it important?": [[3, "what-is-gridding-and-why-is-it-important"]], "Antenna vs. Cartesian Coordinates": [[3, "antenna-vs-cartesian-coordinates"]], "Why is Gridding Important?": [[3, "why-is-gridding-important"]], "An overview of gridding with Py-ART": [[3, "an-overview-of-gridding-with-py-art"]], "Read in and Visualize a Test Dataset": [[3, "read-in-and-visualize-a-test-dataset"]], "Setup our Gridding Routine with pyart.map.grid_from_radars()": [[3, "setup-our-gridding-routine-with-pyart-map-grid-from-radars"]], "Use our configuration to grid the data!": [[3, "use-our-configuration-to-grid-the-data"]], "Plot up the Grid Object": [[3, "plot-up-the-grid-object"]], "Plot a horizontal view of the data": [[3, "plot-a-horizontal-view-of-the-data"]], "Plot a Latitudinal Slice": [[3, "plot-a-latitudinal-slice"]], "Plot with Xarray": [[3, "plot-with-xarray"]], "Py-ART Processing": [[4, "py-art-processing"]], "Reading the data": [[4, "reading-the-data"]], "Ground-clutter and noise removal": [[4, "ground-clutter-and-noise-removal"]], "Attenuation correction": [[4, "attenuation-correction"]], "KDP estimation": [[4, "kdp-estimation"]], "Hydrometeor classification": [[4, "hydrometeor-classification"]], "QPE": [[4, "qpe"]], "pyrad Tutorial": [[5, "pyrad-tutorial"]], "Description of pyrad config files": [[6, "description-of-pyrad-config-files"]], "0 : Plot a volume scan (pyrad_config/00_plot_vol)": [[6, "plot-a-volume-scan-pyrad-config-00-plot-vol"]], "1 : Create a Cartesian grid and plot it (pyrad_config/01_grid)": [[6, "create-a-cartesian-grid-and-plot-it-pyrad-config-01-grid"]], "2 : Ground-clutter removal (pyrad_config/02_clutter_filter)": [[6, "ground-clutter-removal-pyrad-config-02-clutter-filter"]], "3 : Compute KDP (pyrad_config/03_phidp_kdp)": [[6, "compute-kdp-pyrad-config-03-phidp-kdp"]], "4 : Classifiy hydrometeors (pyrad_config/04_hydroclass)": [[6, "classifiy-hydrometeors-pyrad-config-04-hydroclass"]], "5 : Melting layer detection (pyrad_config/05_ml)": [[6, "melting-layer-detection-pyrad-config-05-ml"]], "6 : Quantitative precipitation estimation (pyrad_config/06_rr)": [[6, "quantitative-precipitation-estimation-pyrad-config-06-rr"]], "7 : Compute velocity azimuth display (pyrad_config/07_VAD)": [[6, "compute-velocity-azimuth-display-pyrad-config-07-vad"]], "8 : Compute dual-Doppler estimation (pyrad_config/08_DDA)": [[6, "compute-dual-doppler-estimation-pyrad-config-08-dda"]], "9 : Quasi-vertical profiles (pyrad_config/09_QVP)": [[6, "quasi-vertical-profiles-pyrad-config-09-qvp"]], "10 : Radar visibility from a DEM with the GECSX tool (pyrad_config/10_visibility/)": [[6, "radar-visibility-from-a-dem-with-the-gecsx-tool-pyrad-config-10-visibility"]]}, "indexentries": {}})
\ No newline at end of file
+
+
+
29
+We can apply this to the horizontal (x, y) dimensions as well.
@@ -642,6 +649,11 @@ Setup our Gridding Routine with
+Setup our Gridding Routine with <
+
+
+
29 80 80
+Use our configuration to grid the data!¶
@@ -660,6 +672,11 @@Use our configuration to grid the data!
+<pyart.core.grid.Grid at 0x7f3e33e19d60>
+
+
+
<pyart.core.grid.Grid at 0x7f3e33e19d60>
+We now have a pyart.core.Grid object!
Plot a horizontal view of the data
+
+
@@ -696,6 +716,9 @@ Plot a Latitudinal Slice
+
+
Now, our plotting routine is a one-liner, starting with the horizontal slice:
@@ -718,6 +1821,9 @@ Plot with Xarray
+
+
And a vertical slice at a given y dimension (latitude)
@@ -729,6 +1835,9 @@ Plot with Xarray
+
+
diff --git a/notebooks/pyart/pyart-processing.html b/notebooks/pyart/pyart-processing.html
index c7ac689..4ca43f9 100644
--- a/notebooks/pyart/pyart-processing.html
+++ b/notebooks/pyart/pyart-processing.html
@@ -352,15 +352,48 @@ Overview
+## You are using the Python ARM Radar Toolkit (Py-ART), an open source
+## library for working with weather radar data. Py-ART is partly
+## supported by the U.S. Department of Energy as part of the Atmospheric
+## Radiation Measurement (ARM) Climate Research Facility, an Office of
+## Science user facility.
+##
+## If you use this software to prepare a publication, please cite:
+##
+## JJ Helmus and SM Collis, JORS 2016, doi: 10.5334/jors.119
+
+
---------------------------------------------------------------------------
-ModuleNotFoundError Traceback (most recent call last)
-Cell In[1], line 8
- 5 import cartopy
+FileNotFoundError Traceback (most recent call last)
+Cell In[1], line 9
6 import matplotlib.pyplot as plt
-----> 8 import pyart
- 9 pyart.config.load_config('../../pyrad_config/mch_config.py')
+ 8 import pyart
+----> 9 pyart.config.load_config('../../pyrad_config/mch_config.py')
+
+File /srv/conda/envs/notebook/lib/python3.9/site-packages/pyart/config.py:81, in load_config(filename)
+ 79 try:
+ 80 from importlib.machinery import SourceFileLoader
+---> 81 cfile = SourceFileLoader('metadata_config', filename).load_module()
+ 82 except ImportError:
+ 83 import imp
+
+File <frozen importlib._bootstrap_external>:529, in _check_name_wrapper(self, name, *args, **kwargs)
+
+File <frozen importlib._bootstrap_external>:1029, in load_module(self, fullname)
+
+File <frozen importlib._bootstrap_external>:854, in load_module(self, fullname)
+
+File <frozen importlib._bootstrap>:271, in _load_module_shim(self, fullname)
+
+File <frozen importlib._bootstrap>:613, in _exec(spec, module)
+
+File <frozen importlib._bootstrap_external>:846, in exec_module(self, module)
+
+File <frozen importlib._bootstrap_external>:982, in get_code(self, fullname)
+
+File <frozen importlib._bootstrap_external>:1039, in get_data(self, path)
-ModuleNotFoundError: No module named 'pyart'
+FileNotFoundError: [Errno 2] No such file or directory: '../../pyrad_config/mch_config.py'
diff --git a/reports/notebooks/pyart/pyart-processing.err.log b/reports/notebooks/pyart/pyart-processing.err.log
index 108383a..18bac86 100644
--- a/reports/notebooks/pyart/pyart-processing.err.log
+++ b/reports/notebooks/pyart/pyart-processing.err.log
@@ -27,14 +27,48 @@ pyart.config.load_config('../../pyrad_config/mch_config.py')
------------------
+----- stdout -----
+
+## You are using the Python ARM Radar Toolkit (Py-ART), an open source
+## library for working with weather radar data. Py-ART is partly
+## supported by the U.S. Department of Energy as part of the Atmospheric
+## Radiation Measurement (ARM) Climate Research Facility, an Office of
+## Science user facility.
+##
+## If you use this software to prepare a publication, please cite:
+##
+## JJ Helmus and SM Collis, JORS 2016, doi: 10.5334/jors.119
+------------------
[0;31m---------------------------------------------------------------------------[0m
-[0;31mModuleNotFoundError[0m Traceback (most recent call last)
-Cell [0;32mIn[1], line 8[0m
-[1;32m 5[0m [38;5;28;01mimport[39;00m [38;5;21;01mcartopy[39;00m
+[0;31mFileNotFoundError[0m Traceback (most recent call last)
+Cell [0;32mIn[1], line 9[0m
[1;32m 6[0m [38;5;28;01mimport[39;00m [38;5;21;01mmatplotlib[39;00m[38;5;21;01m.[39;00m[38;5;21;01mpyplot[39;00m [38;5;28;01mas[39;00m [38;5;21;01mplt[39;00m
-[0;32m----> 8[0m [38;5;28;01mimport[39;00m [38;5;21;01mpyart[39;00m
-[1;32m 9[0m pyart[38;5;241m.[39mconfig[38;5;241m.[39mload_config([38;5;124m'[39m[38;5;124m../../pyrad_config/mch_config.py[39m[38;5;124m'[39m)
+[1;32m 8[0m [38;5;28;01mimport[39;00m [38;5;21;01mpyart[39;00m
+[0;32m----> 9[0m [43mpyart[49m[38;5;241;43m.[39;49m[43mconfig[49m[38;5;241;43m.[39;49m[43mload_config[49m[43m([49m[38;5;124;43m'[39;49m[38;5;124;43m../../pyrad_config/mch_config.py[39;49m[38;5;124;43m'[39;49m[43m)[49m
+
+File [0;32m/srv/conda/envs/notebook/lib/python3.9/site-packages/pyart/config.py:81[0m, in [0;36mload_config[0;34m(filename)[0m
+[1;32m 79[0m [38;5;28;01mtry[39;00m:
+[1;32m 80[0m [38;5;28;01mfrom[39;00m [38;5;21;01mimportlib[39;00m[38;5;21;01m.[39;00m[38;5;21;01mmachinery[39;00m [38;5;28;01mimport[39;00m SourceFileLoader
+[0;32m---> 81[0m cfile [38;5;241m=[39m [43mSourceFileLoader[49m[43m([49m[38;5;124;43m'[39;49m[38;5;124;43mmetadata_config[39;49m[38;5;124;43m'[39;49m[43m,[49m[43m [49m[43mfilename[49m[43m)[49m[38;5;241;43m.[39;49m[43mload_module[49m[43m([49m[43m)[49m
+[1;32m 82[0m [38;5;28;01mexcept[39;00m [38;5;167;01mImportError[39;00m:
+[1;32m 83[0m [38;5;28;01mimport[39;00m [38;5;21;01mimp[39;00m
+
+File [0;32m:529[0m, in [0;36m_check_name_wrapper[0;34m(self, name, *args, **kwargs)[0m
+
+File [0;32m:1029[0m, in [0;36mload_module[0;34m(self, fullname)[0m
+
+File [0;32m:854[0m, in [0;36mload_module[0;34m(self, fullname)[0m
+
+File [0;32m:271[0m, in [0;36m_load_module_shim[0;34m(self, fullname)[0m
+
+File [0;32m:613[0m, in [0;36m_exec[0;34m(spec, module)[0m
+
+File [0;32m:846[0m, in [0;36mexec_module[0;34m(self, module)[0m
+
+File [0;32m:982[0m, in [0;36mget_code[0;34m(self, fullname)[0m
+
+File [0;32m:1039[0m, in [0;36mget_data[0;34m(self, path)[0m
-[0;31mModuleNotFoundError[0m: No module named 'pyart'
+[0;31mFileNotFoundError[0m: [Errno 2] No such file or directory: '../../pyrad_config/mch_config.py'
diff --git a/searchindex.js b/searchindex.js
index b9ae173..c484f76 100644
--- a/searchindex.js
+++ b/searchindex.js
@@ -1 +1 @@
-Search.setIndex({"docnames": ["README", "notebooks/pyart/README", "notebooks/pyart/pyart-basics", "notebooks/pyart/pyart-gridding", "notebooks/pyart/pyart-processing", "notebooks/pyrad/README", "notebooks/pyrad/description-config"], "filenames": ["README.md", "notebooks/pyart/README.md", "notebooks/pyart/pyart-basics.ipynb", "notebooks/pyart/pyart-gridding.ipynb", "notebooks/pyart/pyart-processing.ipynb", "notebooks/pyrad/README.md", "notebooks/pyrad/description-config.ipynb"], "titles": ["WMO/ASEAN radar workshop - Pyrad course", "Py-ART Tutorial", "Py-ART Basics", "Py-ART Gridding", "Py-ART Processing", "pyrad Tutorial", "Description of pyrad config files"], "terms": {"thi": [0, 1, 2, 3, 4, 5, 6], "content": [0, 1, 2, 5], "us": [0, 4, 6], "short": 0, "held": 0, "weather": [0, 2], "2024": 0, "jordi": 0, "figuera": 0, "i": [0, 1, 2, 4, 5], "ventura": 0, "daniel": 0, "wolfensberg": 0, "http": 0, "openradarsci": 0, "org": 0, "asean2024": 0, "you": [0, 1, 2, 3, 4], "can": [0, 3, 4], 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"imports"], [3, "imports"]], "An Overview of Py-ART": [[2, "an-overview-of-py-art"]], "History of the Py-ART": [[2, "history-of-the-py-art"]], "What can PyART Do?": [[2, "what-can-pyart-do"]], "Reading in Data Using Py-ART": [[2, "reading-in-data-using-py-art"]], "Reading data in using pyart.io.read": [[2, "reading-data-in-using-pyart-io-read"]], "Investigate the pyart.Radar object": [[2, "investigate-the-pyart-radar-object"]], "Extract a sample data field": [[2, "extract-a-sample-data-field"]], "Plotting our Radar Data": [[2, "plotting-our-radar-data"]], "An Overview of Py-ART Plotting Utilities": [[2, "an-overview-of-py-art-plotting-utilities"]], "Use the RadarMapDisplay with our data": [[2, "use-the-radarmapdisplay-with-our-data"]], "Summary": [[2, "summary"], [3, "summary"]], "What\u2019s Next": [[2, "what-s-next"], [3, "what-s-next"]], "Resources and References": [[2, "resources-and-references"], [3, "resources-and-references"], [4, "resources-and-references"]], "Py-ART Gridding": [[3, "py-art-gridding"]], "What is gridding and why is it important?": [[3, "what-is-gridding-and-why-is-it-important"]], "Antenna vs. Cartesian Coordinates": [[3, "antenna-vs-cartesian-coordinates"]], "Why is Gridding Important?": [[3, "why-is-gridding-important"]], "An overview of gridding with Py-ART": [[3, "an-overview-of-gridding-with-py-art"]], "Read in and Visualize a Test Dataset": [[3, "read-in-and-visualize-a-test-dataset"]], "Setup our Gridding Routine with pyart.map.grid_from_radars()": [[3, "setup-our-gridding-routine-with-pyart-map-grid-from-radars"]], "Use our configuration to grid the data!": [[3, "use-our-configuration-to-grid-the-data"]], "Plot up the Grid Object": [[3, "plot-up-the-grid-object"]], "Plot a horizontal view of the data": [[3, "plot-a-horizontal-view-of-the-data"]], "Plot a Latitudinal Slice": [[3, "plot-a-latitudinal-slice"]], "Plot with Xarray": [[3, "plot-with-xarray"]], "Py-ART Processing": [[4, "py-art-processing"]], "Reading the data": [[4, 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Melting layer detection (pyrad_config/05_ml)": [[6, "melting-layer-detection-pyrad-config-05-ml"]], "6 : Quantitative precipitation estimation (pyrad_config/06_rr)": [[6, "quantitative-precipitation-estimation-pyrad-config-06-rr"]], "7 : Compute velocity azimuth display (pyrad_config/07_VAD)": [[6, "compute-velocity-azimuth-display-pyrad-config-07-vad"]], "8 : Compute dual-Doppler estimation (pyrad_config/08_DDA)": [[6, "compute-dual-doppler-estimation-pyrad-config-08-dda"]], "9 : Quasi-vertical profiles (pyrad_config/09_QVP)": [[6, "quasi-vertical-profiles-pyrad-config-09-qvp"]], "10 : Radar visibility from a DEM with the GECSX tool (pyrad_config/10_visibility/)": [[6, "radar-visibility-from-a-dem-with-the-gecsx-tool-pyrad-config-10-visibility"]]}, "indexentries": {}})
\ No newline at end of file
Plot a Latitudinal Slice
+
+
Plot with Xarray
+
+
Plot with Xarray
+
+
## You are using the Python ARM Radar Toolkit (Py-ART), an open source
+## library for working with weather radar data. Py-ART is partly
+## supported by the U.S. Department of Energy as part of the Atmospheric
+## Radiation Measurement (ARM) Climate Research Facility, an Office of
+## Science user facility.
+##
+## If you use this software to prepare a publication, please cite:
+##
+## JJ Helmus and SM Collis, JORS 2016, doi: 10.5334/jors.119
+---------------------------------------------------------------------------
-ModuleNotFoundError Traceback (most recent call last)
-Cell In[1], line 8
- 5 import cartopy
+FileNotFoundError Traceback (most recent call last)
+Cell In[1], line 9
6 import matplotlib.pyplot as plt
-----> 8 import pyart
- 9 pyart.config.load_config('../../pyrad_config/mch_config.py')
+ 8 import pyart
+----> 9 pyart.config.load_config('../../pyrad_config/mch_config.py')
+
+File /srv/conda/envs/notebook/lib/python3.9/site-packages/pyart/config.py:81, in load_config(filename)
+ 79 try:
+ 80 from importlib.machinery import SourceFileLoader
+---> 81 cfile = SourceFileLoader('metadata_config', filename).load_module()
+ 82 except ImportError:
+ 83 import imp
+
+File <frozen importlib._bootstrap_external>:529, in _check_name_wrapper(self, name, *args, **kwargs)
+
+File <frozen importlib._bootstrap_external>:1029, in load_module(self, fullname)
+
+File <frozen importlib._bootstrap_external>:854, in load_module(self, fullname)
+
+File <frozen importlib._bootstrap>:271, in _load_module_shim(self, fullname)
+
+File <frozen importlib._bootstrap>:613, in _exec(spec, module)
+
+File <frozen importlib._bootstrap_external>:846, in exec_module(self, module)
+
+File <frozen importlib._bootstrap_external>:982, in get_code(self, fullname)
+
+File <frozen importlib._bootstrap_external>:1039, in get_data(self, path)
-ModuleNotFoundError: No module named 'pyart'
+FileNotFoundError: [Errno 2] No such file or directory: '../../pyrad_config/mch_config.py'