Provides utility functions for accessing data repository for openradar examples/notebooks
A place to share radar data with the community, shared between the open radar packages
These files are used as sample data in openradar examples/notebooks and are downloaded by open-radar-data package:
0080_20210730_160000_01_02.scn.gz110635.nc2006_20220324_000000_000.scnx.gz2013051000000600dBZ.vol71_20181220_060628.pvol.h5DWD-Vol-2_99999_20180601054047_00.h5SUR210819000227.RAWKPJV20220628072500_savevol_COSMO_LOOKUP_TEMP.ncMLA2119412050U.ncMLL2217907250U.003.ncT_PAGZ35_C_ENMI_20170421090837.hdfT_PAZA63_C_LFPW_20230420065041.h5T_PAZA63_C_LFPW_20230420065541.h5T_PAZB63_C_LFPW_20230420065125.h5T_PAZB63_C_LFPW_20230420065624.h5T_PAZC63_C_LFPW_20230420065228.h5T_PAZC63_C_LFPW_20230420065727.h5T_PAZD63_C_LFPW_20230420065331.h5T_PAZD63_C_LFPW_20230420065831.h5T_PAZE63_C_LFPW_20230420065446.h5T_PAZE63_C_LFPW_20230420065946.h5cfrad.20080604_002217_000_SPOL_v36_SUR.nccfrad2.20080604_002217_000_SPOL_v36_SUR.nccfrad.20211011_201557.188_to_20211011_201617.720_DOW8_PPI.nccfrad.20211011_201711.345_to_20211011_201732.860_DOW8_PPI.nccfrad.20211011_201733.023_to_20211011_201745.299_DOW8_RHI.nccfrad.20211011_202304.515_to_20211011_202326.412_DOW8_PPI.nccfrad.20211011_223602.712_to_20211011_223612.091_DOW8_RHI.nccor-main131125105503.RAW2049sample_sgp_data.ncsample_rainbow_5_59.ncgucxprecipradarcmacppiS2.c1.20220314.021559.ncgucxprecipradarcmacppiS2.c1.20220314.024239.ncgucxprecipradarcmacppiS2.c1.20220314.025840.nccorcsapr2cmacppiM1.c1.20181111.030003.ncRAW_NA_000_125_20080411181219RAW_NA_000_125_20080411181722RAW_NA_000_125_20080411182229RAW_NA_000_125_20080411182732RAW_NA_000_125_20080411183259RAW_NA_000_125_20080411183827RAW_NA_000_125_20080411184409RAW_NA_000_125_20080411184937RAW_NA_000_125_20080411185504RAW_NA_000_125_20080411190016RAW_NA_000_125_20080411190525RAW_NA_000_125_20080411191031RAW_NA_000_125_20080411191548RAW_NA_000_125_20080411192104RAW_NA_000_125_20080411192613RAW_NA_000_125_20080411193127RAW_NA_000_125_20080411193638RAW_NA_000_125_20080411194151RAW_NA_000_125_20080411194703RAW_NA_000_125_20080411195218RAW_NA_000_125_20080411195728RAW_NA_000_125_20080411200416RAW_NA_000_125_20080411200945RAW_NA_000_125_20080411201520RAW_NA_000_125_20080411202047KATX20130717_195021_V06example_plot_ppi_single_sweep.ncKLBB20160601_150025_V06KLBB20160601_150025_V06.gzZ__C_RJTD_20230801200000_RDR_JMAGPV_RS47937_Gar0p250km0p35deg_PRkdp_N11_ANAL_cfrad.ncZ__C_RJTD_20230801200000_RDR_JMAGPV_RS47937_Gar0p250km0p35deg_PRpsd_N11_ANAL_cfrad.ncZ__C_RJTD_20230801200000_RDR_JMAGPV_RS47937_Gar0p250km0p35deg_PRref_N11_ANAL_cfrad.ncZ__C_RJTD_20230801200000_RDR_JMAGPV_RS47937_Gar0p250km0p35deg_PRrhv_N11_ANAL_cfrad.ncZ__C_RJTD_20230801200000_RDR_JMAGPV_RS47937_Gar0p250km0p35deg_PRvel_N11_ANAL_cfrad.ncZ__C_RJTD_20230801200000_RDR_JMAGPV_RS47937_Gar0p250km0p35deg_PRvsw_N11_ANAL_cfrad.ncZ__C_RJTD_20230801200000_RDR_JMAGPV_RS47937_Gar0p250km0p35deg_PRzdr_N11_ANAL_cfrad.ncZ__C_RJTD_20230801200000_RDR_JMAGPV_RS47937_Gar0p250km0p70deg_PRkdp_N18_ANAL_cfrad.ncZ__C_RJTD_20230801200000_RDR_JMAGPV_RS47937_Gar0p250km0p70deg_PRpsd_N18_ANAL_cfrad.ncZ__C_RJTD_20230801200000_RDR_JMAGPV_RS47937_Gar0p250km0p70deg_PRrhv_N18_ANAL_cfrad.ncZ__C_RJTD_20230801200000_RDR_JMAGPV_RS47937_Gar0p250km0p70deg_PRref_N18_ANAL_cfrad.ncZ__C_RJTD_20230801200000_RDR_JMAGPV_RS47937_Gar0p250km0p70deg_PRvel_N18_ANAL_cfrad.ncZ__C_RJTD_20230801200000_RDR_JMAGPV_RS47937_Gar0p250km0p70deg_PRvsw_N18_ANAL_cfrad.ncZ__C_RJTD_20230801200000_RDR_JMAGPV_RS47937_Gar0p250km0p70deg_PRzdr_N18_ANAL_cfrad.ncDES_VOL_RAW_20240522_1600.ncswx_20120520_0641.ncTo add a new dataset file, please follow these steps:
data/ directorypython make_registry.py script to update the registry file residing in open_radar_data/registry.txtEnsure the open_radar_data package is installed in your environment
python -m pip install open-radar-data
# or
python -m pip install git+https://github.com/openradar/open-radar-data
# or
conda install -c conda-forge open-radar-data
Import DATASETS and inspect the registry to find out which datasets are available
In [1]: from open_radar_data import DATASETS
In [2]: DATASETS.registry_files
Out[2]: ['sample_sgp_data.nc`]
To fetch a data file of interest, use the .fetch method and provide the filename of the data file. This will
In [4]: filepath = DATASETS.fetch('sample_sgp_data.nc')
In [5]: filepath
Out[5]: '/Users/mgrover/Library/Caches/open-radar-data/sample_sgp_data.nc'
Once you have access to the local filepath, you can then use it to load your dataset into pandas or xarray or your package of choice:
In [6]: radar = pyart.io.read(filepath)
The default cache location (where the data are saved on your local system) is dependent on the operating system. You can use the locate() method to identify it:
from open_radar_data import locate
locate()
The location can be overwritten by the OPEN_RADAR_DATA_DIR environment
variable to the desired destination.
FAQs
Provides utility functions for accessing data repository for openradar examples/notebooks
We found that open-radar-data demonstrated a healthy version release cadence and project activity because the last version was released less than a year ago. It has 2 open source maintainers collaborating on the project.
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