Fetch all shapes in a dataset. Returns ------- gpd.GeoDataFrame Raw GeoDataFrame with native column names and CRS

Fetch all shapes in a dataset. Returns ------- gpd.GeoDataFrame Raw GeoDataFrame with native column names and CRS

Fetch all shapes in a dataset. Returns ------- gpd.GeoDataFrame Raw GeoDataFrame with native column names and CRS

Fetch shapes for the given geometry, ensuring file exists first. Parameters ---------- geometry_gdf : geopandas.GeoDataFrame

Fetch NHD shapes by geometry, including catchments if requested. Parameters ---------- geometry_gdf : gpd.GeoDataFrame

Fetch shapes for the given geometry. Parameters ---------- geometry_gdf : gpd.GeoDataFrame GeoDataFrame with geom

Fetch shapes for the given geometry using HyRiver API. Parameters ---------- geometry_gdf : gpd.GeoDataFrame GeoD

Fetch NRCS soil shapes and properties for the given geometry. Parameters ---------- geometry_gdf : gpd.GeoDataFrame

Query Basin3D monitoring features by bounding box. Parameters ---------- geometry_gdf : gpd.GeoDataFrame

Finds all HUs in the WBD dataset of a given level contained in a list of HUCs.

Fetch shapes by ID list, ensuring file exists first. Parameters ---------- ids : list[str] List of IDs to retriev

Fetch shapes by ID list. Parameters ---------- ids : List[str] List of IDs to retrieve. Returns

Fetch shapes by ID list using HyRiver API. Parameters ---------- ids : List[str] List of IDs to retrieve.

Fetch NRCS shapes by MUKEY IDs. Parameters ---------- ids : List[str] List of MUKEY IDs to retrieve. Ret

Query Basin3D monitoring features by specific IDs. Note: Basin3D ID queries have complex behavior and may not work as expecte

Check if an object is iterable. Parameters ---------- obj : Any Object to test for iterability. Returns ------- bool

Request DayMet data - check if files exist or need downloading. Parameters ---------- request : ManagerDataset.Reques

Request AORC data - ready upon download completion. Parameters ---------- request : ManagerDataset.Request

Request MODIS data from AppEEARS - may not be ready immediately. Parameters ---------- request : ManagerDataset.Reque

Download all required files for the request. Parameters ---------- request : ManagerDataset.Request The d

Request NLCD data - ready immediately. Parameters ---------- request : ManagerDataset.Request Dataset req

Request the data -- ready upon request.

Request the data -- ready upon request.

Accumulates a property across the river tree. Parameters ---------- to_accumulate : str Name of the propert

Given a dataframe of outlets, compute contributing areas for each one. Parameters ---------- rivers : list[River] Rivers from

Given a list of outlet_indices, form the incremental contributing areas. Parameters ---------- rivers : list[River] Rivers fr

Add labeled sets to m2 for reaches of each stream order . Parameters: ----------- m2: Mesh2D 2D mesh elevated on DEMs rive

Add labeled sets to m2 for each river corridor. Parameters: ----------- m2: Mesh2D 2D mesh elevated on DEMs rivers: list(w

Add labeled sets to m2 for reaches of each stream order . Parameters: ----------- m2: Mesh2D 2D mesh elevated on DEMs rive

Add labeled sets to a mesh -- one per unique color. Parameters ---------- m2 : mesh.Mesh2D The mesh to label. names : dict, opt

Add four labeled sets to m2 for each polygon: - cells in the polygon, to be extruded - cells in the polygon, to be kept as faces upon extrusi

Returns the angle, in radians, from node.parent.linestring to node.linestring, in a clockwise sense.

CRS for AORC data (WGS84).

Standard AORC manager for testing.

Given a crosswalk from unique NLCD IDs to MODIS, computes time series data for each NLCD ID based on the MODIS LAI data. Parameters ---------

Working from leaves to trunk, assign stream order property. This method assigns stream order values to all reaches in the river netwo

Add a basemap to the axis. Uses cartopy to add political and natural boundaries and shapes to the axes image. Parameters ----------

Create Basin3D manager with USGS plugin.

Create Basin3D manager with multiple feature types.

Create a jet colormap with zero values set to black. Parameters ---------- data : np.ndarray Data array used to determine color s

Return edges in the boundary of the mesh, ordered around the boundary.

Warp a bounding box from old_crs to new_crs. Parameters ---------- bounds : tuple of float Bounding box as (minx, miny,

Generates nodes in a breadth-first ordering.

Remove collinearity from linestring by adding small orthogonal perturbations. Parameters ---------- linestring_coords : np.ndarray

A caching decorator for instance methods. This decorator caches the result of a method call in an instance attribute. Note: Only works wi

Adds option to center the output mesh

Calculate surface mesh centroids.

Cluster points based on distance tolerance. Parameters ---------- points : np.ndarray Array of points to cluster, shape (n, 2

Given a bunch of raster bands, cluster into nbins. Returns the coloring map of the clusters. This is used to fill in missing soil property d

Combines two sibling nodes, merging catchments and metadata. Parameters ---------- n1 : River First sibling node to combine.

Compute the angle (in degrees) of v2 relative to v1 in clockwise direction. Parameters ---------- v1 : tuple of float or shapely.geom

Compute cumulative arc length at each coordinate in a LineString. Parameters ---------- ls : shapely.geometry.LineString Line

Compute the area of a polygon given its vertices. Parameters ---------- vertices : iterable of tuple Vertices of the polygon

Uses a correlation matrix to compute a crosswalk. Given MODIS and NLCD LU/LC arrays, computes the correlations of the two. Returns, for

Compute the midpoint between two points. Parameters ---------- p1 : tuple of float First point as (x, y) coordinates. p2

Compute the mode along the time dimension of a DataArray. Parameters ---------- da : xr.DataArray Input DataArray. Can contai

Calculates a telescoping factor to fill a given layer. Calculates a constant geometric factor, such that a layer of thickness layer_dz is per

Computes a time-series of LAI for each land cover type that appears in the raster. Parameters ---------- lai : xarray.DataArray

Compute the area of a triangle given three vertices. Parameters ---------- p1 : tuple of float First vertex as (x, y) coordin

Compute the centroid of a triangle given three vertices. Parameters ---------- p1 : tuple of float First vertex as (x, y) coo

Get van Genutchen model parameters using Rosetta v3. Parameters ---------- df : pd.DataFrame SSURGO properties dataframe, from

For multiple rivers, condition, IN PLACE, the elevations of stream-corridor elements to ensure connectivity throgh culverts, skips ponds, main

Note that conn is immutable because changing this breaks all the other properties, which may be cached. To change topology, one must construc

:lst a nested list of Tree objects Returns a list consisting of the nodes at the base of each tree. Trees are constructed "

Check if one geometry contains another with tolerance for roundoff issues. Parameters ---------- s1 : BaseGeometry Container

Convert xarray.Dataset AORC datasets to standard ATS format output. - computes specific humidity and surface pressure to vapor pressure - com

Convert xarray.Dataset Daymet datasets to daily average data in standard form. This: - takes tmin and tmax to compute a mean - splits rai

Converts units from aggregated, Rosetta standard-parameters to ATS. Parameters ---------- df : pd.DataFrame DataFrame with Rosett

Returns a deep copy rooted at self.

Date range that matches existing files.

Add an indexed colorbar based on a given colormap. This sets ticks in the middle of each color range, adds the colorbar, and sets the labels

Generates an indexed colormap and labels for imaging, e.g. soil indices. Parameters ---------- indices : iterable(int) Collection

Constructs River objects from a list of reaches. Parameters ---------- reaches : gpd.GeoDataFrame The reaches to turn into rivers

Create meshes for each river and merge them. Parameters ---------- hucs : SplitHUCs Split HUCs object for mesh adjustment. ri

Given a shape that contains some cells of m2, create the submesh.

Create a width function from various argument types. Parameters ---------- arg : Dict[int, float] | Callable[[int], float] | float

Cut two LineStrings at their intersection point. Parameters ---------- line1 : shapely.geometry.LineString First LineString t

Aligns river and HUC objects. 1. where a reach crosses an external boundary, cut in two and keep only internal portion. 2. where a re

Darken a color by reducing its brightness. Parameters ---------- color : Color Color to darken. fraction : float, optional

Fixture responsible for searching a folder with the same name of test module and, if available, moving all contents to a temporary directory so

Reproject an xarray Dataset from its current CRS to a target CRS using rioxarray. Maintains the same width and height as the original dataset

Standard DayMet manager for testing.