diff --git a/hydromt_wflow/wflow.py b/hydromt_wflow/wflow.py index 903d9575..e4a04d75 100644 --- a/hydromt_wflow/wflow.py +++ b/hydromt_wflow/wflow.py @@ -2797,12 +2797,13 @@ def setup_1dmodel_connection( self, river1d_fn: Union[str, Path, gpd.GeoDataFrame], connection_method: str = "subbasin_area", - area_max: float = 10.0, + area_max: float = 30.0, add_tributaries: bool = True, include_river_boundaries: bool = True, mapname: str = "1dmodel", update_toml: bool = True, toml_output: str = "netcdf", + **kwargs, ): """ Connect wflow to a 1D model by deriving linked subcatch (and tributaries). @@ -2824,6 +2825,9 @@ def setup_1dmodel_connection( upstream boundary of the 1d river as an additional tributary using the `include_river_boundaries` option. + River edges or river nodes are snapped to the closest downstream wflow river + cell using the :py:meth:`hydromt.flw.gauge_map` method. + Optionally, the toml file can also be updated to save lateral.river.inwater to save all river inflows for the subcatchments and lateral.river.q_av for the tributaries using :py:meth:`hydromt_wflow.wflow.setup_config_output_timeseries`. @@ -2864,6 +2868,13 @@ def setup_1dmodel_connection( toml_output : str, optional One of ['csv', 'netcdf', None] to update [csv] or [netcdf] section of wflow toml file or do nothing. By default, 'netcdf'. + **kwargs + Additional keyword arguments passed to the snapping method + hydromt.flw.gauge_map. See its documentation for more information. + + See Also + -------- + hydromt.flw.gauge_map """ # Check connection method values if connection_method not in ["subbasin_area", "nodes"]: @@ -2888,6 +2899,7 @@ def setup_1dmodel_connection( add_tributaries=add_tributaries, include_river_boundaries=include_river_boundaries, logger=self.logger, + **kwargs, ) # Derive tributary gauge map @@ -2901,8 +2913,24 @@ def setup_1dmodel_connection( ) self.set_geoms(gdf_tributary, name=f"gauges_{mapname}") + # Add a check that all gauges are on the river + if ( + self.grid[self._MAPS["rivmsk"]].raster.sample(gdf_tributary) + == self.grid[self._MAPS["rivmsk"]].raster.nodata + ).any(): + river_upa = self.grid[self._MAPS["rivmsk"]].attrs.get("river_upa", "") + self.logger.warning( + "Not all tributary gauges are on the river network and river " + "discharge canot be saved. You should use a higher threshold " + f"for the subbasin area than {area_max} to match better the " + f"wflow river in your model {river_upa}." + ) + all_gauges_on_river = False + else: + all_gauges_on_river = True + # Update toml - if update_toml: + if update_toml and all_gauges_on_river: self.setup_config_output_timeseries( mapname=f"wflow_gauges_{mapname}", toml_output=toml_output, diff --git a/hydromt_wflow/workflows/connect.py b/hydromt_wflow/workflows/connect.py index 399d4505..71e3ea5c 100644 --- a/hydromt_wflow/workflows/connect.py +++ b/hydromt_wflow/workflows/connect.py @@ -19,10 +19,11 @@ def wflow_1dmodel_connection( gdf_riv: gpd.GeoDataFrame, ds_model: xr.Dataset, connection_method: str = "subbasin_area", - area_max: float = 10.0, + area_max: float = 30.0, add_tributaries: bool = True, include_river_boundaries: bool = True, logger=logger, + **kwargs, ) -> xr.Dataset: """ Connect wflow to a 1D model by deriving linked subcatchs (and tributaries). @@ -44,6 +45,9 @@ def wflow_1dmodel_connection( boundary of the 1d river as an additionnal tributary using the `include_river_boundaries` option. + River edges or river nodes are snapped to the closest downstream wflow river + cell using the :py:meth:`hydromt.flw.gauge_map` method. + Parameters ---------- gdf_riv : gpd.GeoDataFrame @@ -65,6 +69,9 @@ def wflow_1dmodel_connection( tributary(ies). logger : logging.Logger, optional Logger object, by default logger + **kwargs + Additional keyword arguments passed to the snapping method + hydromt.flw.gauge_map. See its documentation for more information. Returns ------- @@ -73,6 +80,10 @@ def wflow_1dmodel_connection( subbasin map masked with river cells to be able to save river output with wflow and 'gauges' for the tributaries outflow locations (add_tributaries True or subbasin_area method). + + See Also + -------- + hydromt.flw.gauge_map """ # Checks dvars_model = ["flwdir", "rivmsk", "rivlen", "uparea"] @@ -84,14 +95,39 @@ def wflow_1dmodel_connection( gdf_riv = gdf_riv.to_crs(ds_model.raster.crs) # Derive flwdir flwdir = hydromt.flw.flwdir_from_da(ds_model["flwdir"]) + # Basin mask + basin_mask = ds_model["basins"].raster.vectorize() + basin_mask = basin_mask.buffer(-2 * max(ds_model.raster.res, key=abs)) # If tributaries or subbasins area method, # need to derive the tributaries areas first if connection_method == "subbasin_area" or add_tributaries: + # 0. Check that the max_area is not too small + # Should be bigger than the wflow river threshold + # Get from attrs if available for newer wflow models built with hydromt + riv_upa = ds_model["rivmsk"].attrs.get("river_upa", None) + if riv_upa is None: + # Derive from the uparea and rivmsk + riv_upa = xr.where(ds_model["rivmsk"] > 0, ds_model["uparea"], np.nan) + riv_upa = float(riv_upa.min()) + if area_max < riv_upa: + new_area_max = np.ceil(riv_upa / 0.5) * 0.5 + logger.warning( + f"The area_max {area_max} is smaller than the minimum upstream area of " + f"the wflow river {riv_upa} which means tributaries will " + "not be connected to the wflow river. Changing and setting area_max to " + f"{new_area_max} km2. " + f"To keep {area_max} km2 threshold, please update the wflow model to " + "include more detailed rivers." + ) + area_max = new_area_max + logger.info("Linking 1D river to wflow river") # 1. Derive the river edges / boundaries # merge multilinestrings in gdf_riv to linestrings - riv1d = gdf_riv.explode().reset_index(drop=True) + riv1d = gdf_riv.explode(index_parts=True).reset_index(drop=True) + # clip to basins + riv1d = riv1d.clip(basin_mask) # get the edges of the riv1d riv1d_edges = riv1d.geometry.apply(lambda x: Point(x.coords[0])) riv1d_edges = pd.concat( @@ -105,14 +141,13 @@ def wflow_1dmodel_connection( ) # 2. snap edges to wflow river - # TODO if uparea column in riv1d, use it to snap to the closest river - # based on upstream area da_edges, idxs, ids = hydromt.flw.gauge_map( ds_model, xy=(riv1d_edges.geometry.x, riv1d_edges.geometry.y), stream=ds_model["rivmsk"].values, flwdir=flwdir, logger=logger, + **kwargs, ) points = gpd.points_from_xy(*ds_model.raster.idx_to_xy(idxs)) # if csv contains additional columns, these are also written in the staticgeoms @@ -132,7 +167,11 @@ def wflow_1dmodel_connection( # and which ones are the downstream ones (main river) # and should be split into subbasins # First intersect riv1d with gdf_edges_subbas - rivmerge = gpd.overlay(riv1d, gdf_edges_subbas).explode().reset_index(drop=True) + rivmerge = ( + gpd.overlay(riv1d, gdf_edges_subbas) + .explode(index_parts=True) + .reset_index(drop=True) + ) # Compute len of river if rivmerge.crs.is_geographic: rivmerge["len"] = rivmerge.geometry.to_crs(3857).length @@ -146,7 +185,9 @@ def wflow_1dmodel_connection( subids = rivmerge.index[rivmerge > rivlen_avg * 5].values subcatch_to_split = gdf_edges_subbas[gdf_edges_subbas["value"].isin(subids)] subcatch_to_split = subcatch_to_split.to_crs(ds_model.raster.crs) - da_subcatch_to_split = ds_model.raster.rasterize(subcatch_to_split) + da_subcatch_to_split = ds_model.raster.rasterize( + subcatch_to_split, col_name="value" + ).astype(np.float32) # First tributaries are the edges that are not included in the subcatch_to_split gdf_tributaries = riv1d_edges[~riv1d_edges.index.isin(subids)] @@ -184,6 +225,16 @@ def wflow_1dmodel_connection( & (flwdir.downstream(da_flwpaths) != da_flwpaths.raster.nodata), trib_msk.raster.nodata, ) + # Make sure we vectorize to single cells and not to polygons for adjacent cells + trib_msk = trib_msk.stack(z=(trib_msk.raster.y_dim, trib_msk.raster.x_dim)) + nodata = trib_msk.raster.nodata + trib_msk = trib_msk.where(trib_msk != nodata, drop=True) + trib_msk.values = np.arange(1, len(trib_msk) + 1) + trib_msk = trib_msk.unstack(fill_value=nodata) + trib_msk = trib_msk.reindex_like( + da_subcatch_to_split, fill_value=nodata + ).astype(np.int32) + gdf_trib = trib_msk.raster.vectorize() # Test if there gdf_trib is empty if gdf_trib.empty: @@ -251,6 +302,8 @@ def wflow_1dmodel_connection( logger.info("Deriving subbasins based on 1D river nodes snapped to wflow river") # from multiline to line gdf_riv = gdf_riv.explode(ignore_index=True, index_parts=False) + # Clip to basin + gdf_riv = gdf_riv.clip(basin_mask) nodes = [] for bi, branch in gdf_riv.iterrows(): nodes.append([Point(branch.geometry.coords[0]), bi]) # start @@ -261,11 +314,21 @@ def wflow_1dmodel_connection( # Drop duplicates geometry gdf_nodes = gdf_nodes[~gdf_nodes.geometry.duplicated(keep="first")] gdf_nodes.index = np.arange(1, len(gdf_nodes) + 1) + # Snap the nodes to the wflow river + da_nodes, idxs, ids = hydromt.flw.gauge_map( + ds_model, + xy=(gdf_nodes.geometry.x, gdf_nodes.geometry.y), + stream=ds_model["rivmsk"].values, + flwdir=flwdir, + logger=logger, + **kwargs, + ) # Derive subbasins da_subbasins, _ = hydromt.flw.basin_map( ds_model, flwdir=flwdir_mask, - xy=(gdf_nodes.geometry.x, gdf_nodes.geometry.y), + idxs=idxs, + ids=ids, stream=ds_model["rivmsk"].values, ) da_subbasins.raster.set_crs(ds_model.raster.crs) diff --git a/tests/conftest.py b/tests/conftest.py index 0158c0ef..be22c5cb 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -101,8 +101,9 @@ def planted_forest_testdata(): @pytest.fixture() def rivers1d(): + # Also for linux the data is in the normal example folder data = gpd.read_file( - join(TESTDATADIR, "rivers.geojson"), + join(dirname(abspath(__file__)), "..", "examples", "data", "rivers.geojson"), ) return data diff --git a/tests/data/rivers.geojson b/tests/data/rivers.geojson deleted file mode 100644 index e03a10a5..00000000 --- a/tests/data/rivers.geojson +++ /dev/null @@ -1,12 +0,0 @@ -{ -"type": "FeatureCollection", -"crs": { "type": "name", "properties": { "name": "urn:ogc:def:crs:EPSG::3857" } }, -"features": [ -{ "type": "Feature", "properties": { "height": 22.5, "branchtype": "river", "branchid": "river_1", "bedlev": 865.60003662109375, "width": 60.500781333333329, "branchorder": "-1", "friction_type": "Manning", "friction_value": 0.023, "shape": "rectangle", "t_width": 20.0, "closed": "no", "ORIG_branchid": "river_1", "frictiontype": "Manning", "frictionvalue": 0.023, "frictionid": "Manning_0.023", "index": null, "diameter": null, "index_right": null, "elevtn_up": null, "elevtn_dn": null, "invlev_up": null, 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--- a/tests/test_model_methods.py +++ b/tests/test_model_methods.py @@ -706,8 +706,8 @@ def test_setup_1dmodel_connection(example_wflow_model, rivers1d): assert "subcatch_1dmodel" in example_wflow_model.geoms assert "subcatch_riv_1dmodel" in example_wflow_model.geoms - assert len(example_wflow_model.geoms["gauges_1dmodel"]) == 6 - assert len(example_wflow_model.geoms["subcatch_1dmodel"]) == 3 + assert len(example_wflow_model.geoms["gauges_1dmodel"]) == 3 + assert len(example_wflow_model.geoms["subcatch_1dmodel"]) == 2 conf_dict = { "name": "Q", "map": "gauges_1dmodel", @@ -719,7 +719,7 @@ def test_setup_1dmodel_connection(example_wflow_model, rivers1d): example_wflow_model.setup_1dmodel_connection( river1d_fn=rivers1d, connection_method="subbasin_area", - area_max=10.0, + area_max=30.0, add_tributaries=True, include_river_boundaries=False, mapname="1dmodel-nobounds", @@ -727,14 +727,8 @@ def test_setup_1dmodel_connection(example_wflow_model, rivers1d): toml_output="csv", ) - assert len(example_wflow_model.geoms["gauges_1dmodel-nobounds"]) == 3 - assert len(example_wflow_model.geoms["subcatch_1dmodel-nobounds"]) == 3 - conf_dict = { - "header": "Q", - "map": "gauges_1dmodel-nobounds", - "parameter": "lateral.river.q_av", - } - assert conf_dict in example_wflow_model.config["csv"]["column"] + assert len(example_wflow_model.geoms["gauges_1dmodel-nobounds"]) == 1 + assert len(example_wflow_model.geoms["subcatch_1dmodel-nobounds"]) == 2 assert np.all( example_wflow_model.geoms["subcatch_1dmodel"].geometry.geom_equals( example_wflow_model.geoms["subcatch_1dmodel-nobounds"].geometry @@ -745,15 +739,15 @@ def test_setup_1dmodel_connection(example_wflow_model, rivers1d): example_wflow_model.setup_1dmodel_connection( river1d_fn=rivers1d, connection_method="nodes", - area_max=10.0, add_tributaries=False, include_river_boundaries=False, mapname="1dmodel-nodes", update_toml=False, + max_dist=5000, ) assert "gauges_1dmodel-nodes" not in example_wflow_model.geoms - assert len(example_wflow_model.geoms["subcatch_1dmodel-nodes"]) == 7 + assert len(example_wflow_model.geoms["subcatch_1dmodel-nodes"]) == 6 def test_skip_nodata_reservoir(clipped_wflow_model):