{ "cells": [ { "cell_type": "markdown", "id": "8a6ab04b", "metadata": {}, "source": [ "# Example workflow based on a HydroFrame domain\n", "\n", "This notebook walks through a typical workflow with data from the HydroData database. You can read more about how to get data from HydroData and how to clip a domain in the documentation pages for the [`subsettools`](https://hydroframesubsettools.readthedocs.io/en/latest/) and [`hf_hydrodata`](https://hf-hydrodata.readthedocs.io/en/latest/) packages. Here we follow \"Option 3\" from the main example workflow, using a river mask to have more control over the set of target points used in the processing. We suggest working through this example notebook first, to become more familiar with the various processing options available in priority_flow." ] }, { "cell_type": "code", "execution_count": 9, "id": "3bdcdea3-e965-4fe8-8c6c-b6977dbb2a22", "metadata": {}, "outputs": [], "source": [ "import sys\n", "from pathlib import Path\n", "\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "# Import from priority_flow package (all at package level via __init__.py)\n", "from priority_flow import (\n", " init_queue,\n", " d4_traverse_b,\n", " load_dem,\n", " load_watershed_mask,\n", " load_river_mask,\n", " drainage_area,\n", " calc_subbasins,\n", " calc_stream_order,\n", " river_smooth,\n", " path_extract,\n", " slope_calc_standard,\n", " riv_slope,\n", ")\n", "\n", "from parflow.tools.io import read_pfb, write_pfb" ] }, { "cell_type": "code", "execution_count": 10, "id": "09d577a4-6cd1-4229-acbf-40f939f5e85e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Domain dimensions: nx=89, ny=107\n", "DEM elevation range: 61.78 to 1070.43\n" ] } ], "source": [ "# Read in clipped data\n", "DEM = read_pfb('conus2_domain.elevation.pfb')[0, :, :]\n", "watershed_mask = read_pfb('conus2_domain.mask.pfb')[0, :, :]\n", "river_mask = read_pfb('conus2_domain.river_mask.pfb')[0, :, :]\n", "\n", "nx, ny = DEM.shape\n", "print(f\"Domain dimensions: nx={nx}, ny={ny}\")\n", "print(f\"DEM elevation range: {DEM.min():.2f} to {DEM.max():.2f}\")" ] }, { "cell_type": "code", "execution_count": 11, "id": "4239b41a-68c7-4372-ace1-61de6c2b132f", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot inputs\n", "def _plot_inputs():\n", " \"\"\"Plot the three input datasets.\"\"\"\n", " fig, axes = plt.subplots(1, 3, figsize=(12, 4))\n", " im0 = axes[0].imshow(DEM, cmap='RdBu', origin='lower')\n", " axes[0].set_title(\"Elevation\")\n", " plt.colorbar(im0, ax=axes[0])\n", " im1 = axes[1].imshow(watershed_mask, cmap='RdBu', origin='lower')\n", " axes[1].set_title(\"Watershed Mask\")\n", " plt.colorbar(im1, ax=axes[1])\n", " im2 = axes[2].imshow(river_mask, cmap='RdBu', origin='lower')\n", " axes[2].set_title(\"River Network\")\n", " plt.colorbar(im2, ax=axes[2])\n", " plt.tight_layout()\n", " plt.savefig(\"workflow_inputs.png\", dpi=150)\n", " plt.show()\n", " plt.close()\n", "_plot_inputs()" ] }, { "cell_type": "markdown", "id": "d304cdae-01ad-4637-8188-29c326c0aed0", "metadata": {}, "source": [ "### Step 1: Processing the DEM" ] }, { "cell_type": "code", "execution_count": 12, "id": "23e6e762-c4f3-4587-b687-8e15967d1b7c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "No border provided, setting border using domain mask\n" ] } ], "source": [ "# Setup the queue\n", "init = init_queue(DEM, domainmask=watershed_mask, initmask=river_mask)" ] }, { "cell_type": "code", "execution_count": 13, "id": "e689ae7a-54b8-41f1-ae70-92d3cce24f11", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "inital queue: 2 Not splitting\n" ] } ], "source": [ "# Process the DEM\n", "trav_hs = d4_traverse_b(\n", " DEM.copy(),\n", " init[\"queue\"].copy(),\n", " init[\"marked\"].copy(),\n", " mask=watershed_mask.copy(),\n", " basins=init[\"basins\"].copy(),\n", " epsilon=0,\n", " n_chunk=10,\n", ")" ] }, { "cell_type": "code", "execution_count": 15, "id": "05b50910-b7f4-4c96-b98e-d75f558e13d5", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot the results of the traversal\n", "\n", "def _plot_step1(trav_hs, dem_diff, targets):\n", " \"\"\"Plot DEM processing results.\"\"\"\n", " fig, axes = plt.subplots(2, 2, figsize=(10, 8))\n", " axes[0, 0].imshow(np.where(np.isnan(targets), 0, 1), cmap='viridis', origin='lower')\n", " axes[0, 0].set_title(\"Target Points\")\n", " im1 = axes[0, 1].imshow(trav_hs[\"dem\"], cmap='viridis', origin='lower')\n", " axes[0, 1].set_title(\"Processed DEM\")\n", " plt.colorbar(im1, ax=axes[0, 1])\n", " im2 = axes[1, 0].imshow(dem_diff, cmap='viridis', origin='lower')\n", " axes[1, 0].set_title(\"DEM differences\")\n", " plt.colorbar(im2, ax=axes[1, 0])\n", " im3 = axes[1, 1].imshow(trav_hs[\"direction\"], cmap='viridis', origin='lower')\n", " axes[1, 1].set_title(\"Flow Direction\")\n", " plt.colorbar(im3, ax=axes[1, 1])\n", " plt.tight_layout()\n", " plt.savefig(\"workflow_step1.png\", dpi=150)\n", " plt.show()\n", " plt.close()\n", "\n", "# Some calculations for plotting\n", "dem_diff = trav_hs[\"dem\"] - DEM\n", "dem_diff[dem_diff == 0] = np.nan\n", "targets = init[\"marked\"].copy()\n", "targets[targets == 0] = np.nan\n", "\n", "_plot_step1(trav_hs, dem_diff, targets)" ] }, { "cell_type": "markdown", "id": "2566dd85-18b9-47e2-bf56-ca70f48ac98b", "metadata": {}, "source": [ "## Step 2: Smoothing along the drainage network" ] }, { "cell_type": "code", "execution_count": 18, "id": "af5357a7-b959-4139-9416-333cb51c137a", "metadata": {}, "outputs": [], "source": [ "# Calculate the drainage area\n", "area = drainage_area(\n", " trav_hs[\"direction\"],\n", " mask=watershed_mask,\n", " printflag=False,\n", ")" ] }, { "cell_type": "code", "execution_count": 19, "id": "81dff142-ff29-49b9-89c6-5c4e0415419f", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "def _plot_drainage_area(area: np.ndarray) -> None:\n", " \"\"\"Plot drainage area (like R: image.plot(area, main='drainage Area')).\"\"\"\n", " fig, ax = plt.subplots(figsize=(6, 5))\n", " im = ax.imshow(area, cmap=\"viridis\", origin='lower')\n", " ax.set_title(\"Drainage Area\")\n", " plt.colorbar(im, ax=ax, label=\"Drainage area (cells)\")\n", " plt.tight_layout()\n", " plt.savefig(\"workflow_drainage_area.png\", dpi=150)\n", " plt.show()\n", " plt.close()\n", "\n", "_plot_drainage_area(area)" ] }, { "cell_type": "code", "execution_count": 21, "id": "3c91ffdd-11c6-4e33-ab40-06e079a2d052", "metadata": {}, "outputs": [], "source": [ "# Use a drainage area threshold to define a river network\n", "# riv_th: cells with >= riv_th cells draining to it count as rivers\n", "subbasin = calc_subbasins(\n", " trav_hs[\"direction\"],\n", " area=area,\n", " mask=watershed_mask,\n", " riv_th=60,\n", " merge_th=0,\n", ")" ] }, { "cell_type": "code", "execution_count": 22, "id": "9dc569e1-bf37-41a4-a498-8ee22999f6cb", "metadata": {}, "outputs": [], "source": [ "# Calculate stream order (optional)\n", "stream_order = calc_stream_order(\n", " subbasin[\"summary\"][:, 0],\n", " subbasin[\"summary\"][:, 5],\n", " subbasin[\"segments\"].copy(),\n", ")" ] }, { "cell_type": "code", "execution_count": 23, "id": "2d979dc5-52a8-4787-a3e7-b5504a27158d", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "def _plot_stream_network(\n", " subbasin: dict,\n", " stream_order: dict,\n", ") -> None:\n", " \"\"\"Plot stream segments, stream order, and subbasins (like R par(mfrow=c(1,3))).\"\"\"\n", " fig, axes = plt.subplots(1, 3, figsize=(14, 5))\n", " im0 = axes[0].imshow(subbasin[\"segments\"], cmap=\"viridis\", origin='lower')\n", " axes[0].set_title(\"Stream Segments\")\n", " plt.colorbar(im0, ax=axes[0], label=\"Segment ID\")\n", " im1 = axes[1].imshow(stream_order[\"order_mask\"], cmap=\"viridis\", origin='lower')\n", " axes[1].set_title(\"Stream Order\")\n", " plt.colorbar(im1, ax=axes[1], label=\"Strahler order\")\n", " im2 = axes[2].imshow(subbasin[\"subbasins\"], cmap=\"viridis\", origin='lower')\n", " axes[2].set_title(\"Subbasins\")\n", " plt.colorbar(im2, ax=axes[2], label=\"Subbasin ID\")\n", " plt.tight_layout()\n", " plt.savefig(\"workflow_stream_network.png\", dpi=150)\n", " plt.show()\n", " plt.close()\n", "\n", "\n", "_plot_stream_network(subbasin, stream_order)" ] }, { "cell_type": "code", "execution_count": 24, "id": "64a9029b-eec8-409d-8519-53e5fee4517e", "metadata": {}, "outputs": [], "source": [ "# Smooth the DEM along river segments\n", "riv_smooth_result = river_smooth(\n", " dem=trav_hs[\"dem\"],\n", " direction=trav_hs[\"direction\"],\n", " mask=watershed_mask,\n", " river_summary=subbasin[\"summary\"],\n", " river_segments=subbasin[\"segments\"],\n", " bank_epsilon=1,\n", ")" ] }, { "cell_type": "code", "execution_count": 25, "id": "16e01d6b-a497-4ff3-9b19-5868ea8e4e18", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot elevation differences from river smoothing\n", "def _plot_river_smoothing():\n", " \"\"\"Plot river smoothing results.\"\"\"\n", " dif = riv_smooth_result[\"dem.adj\"] - trav_hs[\"dem\"]\n", " riv_mask = np.where(subbasin[\"segments\"] > 0, 1, 0)\n", " hill_mask = 1 - riv_mask\n", " dif_hill = dif * hill_mask\n", " dif_riv = dif * riv_mask\n", "\n", " dif_plot = np.where(dif == 0, np.nan, dif)\n", " dif_riv_plot = np.where(dif_riv == 0, np.nan, dif_riv)\n", " dif_hill_plot = np.where(dif_hill == 0, np.nan, dif_hill)\n", "\n", " fig, axes = plt.subplots(1, 3, figsize=(12, 4))\n", " im0 = axes[0].imshow(dif_plot, cmap='viridis', origin='lower')\n", " axes[0].set_title(\"All Elev. Diffs\")\n", " plt.colorbar(im0, ax=axes[0])\n", " im1 = axes[1].imshow(dif_riv_plot, cmap='viridis', origin='lower')\n", " axes[1].set_title(\"Stream Cell Diffs\")\n", " plt.colorbar(im1, ax=axes[1])\n", " if np.any(~np.isnan(dif_hill_plot)):\n", " im2 = axes[2].imshow(dif_hill_plot, cmap='viridis', origin='lower')\n", " axes[2].set_title(\"Non-Stream Cell Diffs\")\n", " plt.colorbar(im2, ax=axes[2])\n", " plt.tight_layout()\n", " plt.savefig(\"workflow_step2_smoothing.png\", dpi=150)\n", " plt.show()\n", " plt.close()\n", "\n", "_plot_river_smoothing()" ] }, { "cell_type": "markdown", "id": "4defd2a6-c156-46a8-919d-e89a229493e7", "metadata": {}, "source": [ "## Step 3: Calculate the slopes" ] }, { "cell_type": "code", "execution_count": 26, "id": "d336f4a0-8491-4529-9e2d-b37388093d53", "metadata": {}, "outputs": [], "source": [ "# Calculate the slopes for the entire domain\n", "slopes_calc = slope_calc_standard(\n", " dem=riv_smooth_result[\"dem.adj\"].copy(),\n", " direction=trav_hs[\"direction\"].copy(),\n", " mask=watershed_mask.copy(),\n", " minslope=1e-5,\n", " maxslope=1,\n", " dx=1000,\n", " dy=1000,\n", " secondary_th=-1,\n", ")" ] }, { "cell_type": "code", "execution_count": 27, "id": "4af44fde-5600-4cf2-a625-e79b5d9e1010", "metadata": {}, "outputs": [], "source": [ "# (Optional) Adjust the slopes along the river cells\n", "river_mask_slope = np.where(subbasin[\"segments\"] > 0, 1, 0)\n", "slopes_calc2 = riv_slope(\n", " direction=trav_hs[\"direction\"].copy(),\n", " slopex=slopes_calc[\"slopex\"].copy(),\n", " slopey=slopes_calc[\"slopey\"].copy(),\n", " minslope=1e-4,\n", " river_mask=watershed_mask.copy(),\n", " remove_sec=True,\n", ")\n", "\n", "slopex = slopes_calc2[\"slopex\"]\n", "slopey = slopes_calc2[\"slopey\"]" ] }, { "cell_type": "code", "execution_count": 28, "id": "9e8cc21d-3024-424b-a4a0-0209971e23b0", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot the slopes\n", "def _plot_slopes(slopex: np.ndarray, slopey: np.ndarray) -> None:\n", " \"\"\"\n", " Plot resulting slopes in x and y directions (R analogue: image.plot of sxplot, syplot).\n", " \"\"\"\n", " sxplot = np.where(slopex == 0, np.nan, slopex)\n", " syplot = np.where(slopey == 0, np.nan, slopey)\n", "\n", " fig, axes = plt.subplots(1, 2, figsize=(10, 4))\n", "\n", " im0 = axes[0].imshow(sxplot, cmap=\"viridis\", origin='lower')\n", " axes[0].set_title(\"SlopeX\")\n", " plt.colorbar(im0, ax=axes[0])\n", "\n", " im1 = axes[1].imshow(syplot, cmap=\"viridis\", origin='lower')\n", " axes[1].set_title(\"SlopeY\")\n", " plt.colorbar(im1, ax=axes[1])\n", "\n", " plt.tight_layout()\n", " plt.savefig(\"workflow_slopes.png\", dpi=150)\n", " plt.show()\n", " plt.close()\n", "\n", "\n", "_plot_slopes(slopex, slopey)" ] }, { "cell_type": "markdown", "id": "8eeed51c-4883-4d79-aced-dda0cd40c409", "metadata": {}, "source": [ "## Step 4: Write slope files out in ParFlow pfb format" ] }, { "cell_type": "code", "execution_count": 29, "id": "ed2ac084-60e9-437f-8754-dd0018fcb74c", "metadata": {}, "outputs": [], "source": [ "write_pfb(\"slopex.pfb\", slopex)\n", "write_pfb(\"slopey.pfb\", slopey)\n", "write_pfb(\"dem_processed.pfb\", riv_smooth_result[\"dem.adj\"])\n", "write_pfb(\"flow_direction.pfb\", trav_hs[\"direction\"])" ] } ], "metadata": { "kernelspec": { "display_name": "priority_flow [~/.conda/envs/priority_flow/]", "language": "python", "name": "conda_priority_flow" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.11" } }, "nbformat": 4, "nbformat_minor": 5 }