verde.datasets.fetch_baja_bathymetry

verde.datasets.fetch_baja_bathymetry()

Fetch sample bathymetry data from Baja California.

Warning

All sample datasets in Verde are deprecated and will be removed in Verde v2.0.0. The tutorials/examples will transition to using Ensaio instead.

This is the @tut_ship.xyz sample data from the GMT tutorial.

If the file isn’t already in your data directory, it will be downloaded automatically.

Returns:

data (pandas.DataFrame) – The bathymetry data. Columns are longitude, latitude, and bathymetry (in meters) for each data point.

See also

setup_baja_bathymetry_map

Utility function to help setup a Cartopy map.

Examples using verde.datasets.fetch_baja_bathymetry

K-Fold cross-validation with blocks

K-Fold cross-validation with blocks

Blocked reduction operations

Blocked reduction operations

Mask grid points by convex hull

Mask grid points by convex hull

Gridding with a cubic interpolator

Gridding with a cubic interpolator

Mask grid points by distance

Mask grid points by distance

Gridding with a nearest-neighbors interpolator

Gridding with a nearest-neighbors interpolator

Gridding with a linear interpolator

Gridding with a linear interpolator

Splitting data into train and test sets

Splitting data into train and test sets

Chaining Operations

Chaining Operations

Data Decimation

Data Decimation

Geographic Coordinates

Geographic Coordinates