WW3 Triangular Mesh (Projected)

This example demonstrates how to render a projected unstructured triangular mesh.

📋 Summary

Creates a mesh from 1-D latitude and longitude unstructured points and connectivity. o The resulting mesh contains triangular cells. The connectivity is required to construct the cells by indexing into the unstructured points.

WAVEWATCH III (WW3) sea surface wave significant height data is located on mesh nodes/points, which are then interpolated across the mesh faces/cells.

A Natural Earth base layer is rendered along with Natural Earth coastlines, and the mesh is also transformed to the Hammer & Eckert-Greifendorff azimuthal projection.

Tags: Coastlines Projection Unstructured Texture

---

Static Scene

Interactive Scene

from __future__ import annotations

import geovista as gv
from geovista.pantry.data import ww3_global_tri
import geovista.theme


def main() -> None:
    """Plot a projected WW3 unstructured triangular mesh.

    Notes
    -----
    .. versionadded:: 0.1.0

    """
    # Load the sample data.
    sample = ww3_global_tri()

    # Create the mesh from the sample data.
    mesh = gv.Transform.from_unstructured(
        sample.lons,
        sample.lats,
        connectivity=sample.connectivity,
        data=sample.data,
        name=sample.name,
    )

    # Plot the unstructured mesh.
    crs = "+proj=hammer"
    plotter = gv.GeoPlotter(crs=crs)
    sargs = {"title": f"{sample.name} / {sample.units}", "shadow": True}
    plotter.add_mesh(mesh, scalar_bar_args=sargs, scalars=sample.name)
    plotter.add_base_layer(texture=gv.natural_earth_hypsometric())
    plotter.add_coastlines()
    plotter.add_axes()
    plotter.add_text(
        f"WW3 Triangular Mesh ({crs})",
        position="upper_left",
        font_size=10,
        shadow=True,
    )
    plotter.view_xy()
    plotter.camera.zoom(1.5)
    plotter.show()


if __name__ == "__main__":
    main()