discretize.utils.refine_tree_xyz(mesh, xyz, method='radial', octree_levels=[1, 1, 1], octree_levels_padding=None, finalize=False, min_level=0, max_distance=inf)[source]

Refine a TreeMesh based on xyz point locations

mesh: TreeMesh

The TreeMesh object to be refined

xyz: numpy.ndarray

2D array of points

method: str

Method used to refine the mesh based on xyz locations

  • “radial”: Based on radial distance xyz and cell centers

  • “surface”: Along triangulated surface repeated vertically

  • “box”: Inside limits defined by outer xyz locations

octree_levels: list

Minimum number of cells around points in each k octree level [N(k), N(k-1), …]

octree_levels_padding: list

Padding cells added to the outer limits of the data each octree levels used for method= “surface” and “box” [N(k), N(k-1), …].

finalize: bool

True | [False] Finalize the TreeMesh

max_distance: float

Maximum refinement distance from xyz locations. Used for method=”surface” to reduce interpolation distance.



Examples using discretize.utils.refine_tree_xyz