Stations to DataFrameΒΆ
Station data can be converted to a dataframe using the predefined DataFrameExtractor. This creates an entry for each channel, an inventory with channel information is needed. In the future we hope to make this a bit more general to handle inventories with only station level information.
[1]:
import obspy
import obsplus
inv = obspy.read_inventory()
inv_df = obsplus.stations_to_df(inv)
inv_df.head()
[1]:
| network | station | location | channel | seed_id | latitude | longitude | elevation | depth | azimuth | dip | sample_rate | start_date | end_date | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | GR | FUR | HHZ | GR.FUR..HHZ | 48.162899 | 11.2752 | 565.0 | 0.0 | 0.0 | -90.0 | 100.0 | 2006-12-16 | NaT | |
| 1 | GR | FUR | HHN | GR.FUR..HHN | 48.162899 | 11.2752 | 565.0 | 0.0 | 0.0 | 0.0 | 100.0 | 2006-12-16 | NaT | |
| 2 | GR | FUR | HHE | GR.FUR..HHE | 48.162899 | 11.2752 | 565.0 | 0.0 | 90.0 | 0.0 | 100.0 | 2006-12-16 | NaT | |
| 3 | GR | FUR | BHZ | GR.FUR..BHZ | 48.162899 | 11.2752 | 565.0 | 0.0 | 0.0 | -90.0 | 20.0 | 2006-12-16 | NaT | |
| 4 | GR | FUR | BHN | GR.FUR..BHN | 48.162899 | 11.2752 | 565.0 | 0.0 | 0.0 | 0.0 | 20.0 | 2006-12-16 | NaT |
