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xradar
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Xradar is a Python package that allows you to import and export weather radar data in various formats, such as CfRadial and ODIM_H5. It also supports data transformation, georeferencing, and angle reindexing using xarray data model.
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Xradar is a Python package developed to streamline the reading and writing of radar data across various formats, with exports aligned to standards like ODIM_H5 and CfRadial. Born from the Open Radar Science Community's collaboration at ERAD2022, Xradar uses an xarray-based data model, compatible with the upcoming CfRadial2.1/FM301 standard. This ensures seamless integration with other xarray ...
Live weather Radar with warnings, stormpath, track, reports, damage
Xradar is considered stable for the implemented readers and writers which have been ported from wradlib. It will remain in beta status until the standard is finalized and the API as well as data model will move into stable/production status. Features# Import/Export Capabilities#
Xradar is considered stable for the implemented readers and writers which have been ported from wradlib. It will remain in beta status until the standard is finalized and the API as well as data model will move into stable/production status. Features Import/Export Capabilities. CfRadial1 and CfRadial2;
Xarray Backends. The first option is to use xarray.backends, where we need to pass which reader to use.Xradar includes the following readers: cfradial1. odim. gamic. foruno. rainbow. iris (sigmet). These are passed into the typical xr.open_dataset call, with the reader fed into the engine argument.. For this exercise, we will use data from the University of Alabama Huntsville.
Within xradar, we have a collection of xarray backends, which enable us to read a variety of radar data formats using xarray! In this case, we are reading cfradial1 data, which follows the data structure described above. We can use the xarray API directly, specifying we want the first sweep (counting from 0), sweep_0. This returns an xarray ...
xradar is a Python library that provides various backends and writers for reading and writing radar data in Xarray and datatree formats. It supports CfRadial1, GAMIC HDF5, ODIM_H5, Furuno, Rainbow, IRIS/Sigmet, NEXRAD Level2 and CfRadial2 data formats.
Xradar Basics. Within this notebook, we will cover. How to read in radar data. How to plot Plan Position Indicator (PPI) plots. How to slice/dice radar data using Xarray