{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# 3DEP" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "import networkx as nx\n", "import numpy as np\n", "import osmnx as ox\n", "import py3dep\n", "import pydaymet as daymet\n", "import xarray as xr\n", "from pynhd import NLDI" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Py3DEP provides access to the [3DEP](https://www.usgs.gov/core-science-systems/ngp/3dep) database which is a part of the [National Map services](https://viewer.nationalmap.gov/services). The 3DEP service has multi-resolution sources and depending on the user provided resolution, the data is resampled on the server-side based on all the available data sources. Py3DEP returns the requests as xarray dataset. The 3DEP includes the following layers:\n", "\n", "- DEM\n", "- Hillshade Gray\n", "- Aspect Degrees\n", "- Aspect Map\n", "- GreyHillshade Elevation Fill\n", "- Hillshade Multidirectional\n", "- Slope Map\n", "- Slope Degrees\n", "- Hillshade Elevation Tinted\n", "- Height Ellipsoidal\n", "- Contour 25\n", "- Contour Smoothed 25\n", "\n", "Moreover, Py3DEP offers some additional utilities:\n", "\n", "- ``elevation_bygrid``: For getting elevations of all the grid points in a 2D grid.\n", "- ``elevation_byloc``: For getting elevation of a single point which is based on the National Map's Elevation Point Query Service.\n", "- ``deg2mpm``: For converting slope dataset from degree to meter per meter.\n", "\n", "Let's get a watershed geometry using NLDI and then get DEM and slope." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "geometry = NLDI().get_basins(\"01031500\").geometry[0]" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "dem = py3dep.get_map(\n", " \"DEM\", geometry, resolution=90, geo_crs=\"epsg:4326\", crs=\"epsg:3857\"\n", ")\n", "dem.name = \"dem\"\n", "dem.attrs[\"units\"] = \"meters\"\n", "slope = py3dep.get_map(\"Slope Degrees\", geometry, resolution=30)\n", "slope = py3dep.deg2mpm(slope)" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, (ax1, ax2) = plt.subplots(nrows=1, ncols=2, figsize=(15, 5))\n", "dem.plot(ax=ax1)\n", "slope.plot(ax=ax2)\n", "fig.savefig(\"../_static/dem_slope.png\", bbox_inches=\"tight\", dpi=100)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can also get elevations of a list of coordinates using `py3dep.elevation_bycoords` function. This function is particularly useful for getting elevations of nodes of a network, for example, is a river or a street network. Let's use [osmnx](https://github.com/gboeing/osmnx) package to get a street network:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "G = ox.graph_from_place(\"Piedmont, California, USA\", network_type=\"drive\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, we can get the elevations for each node based on their coordinates and then plot the results." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "x, y = nx.get_node_attributes(G, \"x\").values(), nx.get_node_attributes(G, \"y\").values()\n", "elevation = py3dep.elevation_bycoords(zip(x, y), crs=\"epsg:4326\")\n", "nx.set_node_attributes(G, dict(zip(G.nodes(), elevation)), \"elevation\")" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "nc = ox.plot.get_node_colors_by_attr(G, \"elevation\", cmap=\"terrain\")\n", "fig, ax = ox.plot_graph(\n", " G,\n", " node_color=nc,\n", " node_size=10,\n", " save=True,\n", " bgcolor=\"w\",\n", " filepath=\"../_static/street_elev.png\",\n", " dpi=100,\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that, this function gets the elevation data from the elevation map of the bounding box of all the coordinates. So, if the larger the extent of this bounding box, the longer is going to take for the function to get the data." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Additionally, we can get the elevations of set of x- and y- coordinates of a grid. For example,\n", "let's get the minimum temperature data within the watershed from Daymet using [PyDaymet](https://github.com/cheginit/pydaymet) then add the elevation as a new variable to the dataset:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "clm = daymet.get_bygeom(geometry, (\"2005-01-01\", \"2005-01-31\"), variables=\"tmin\")\n", "elev = py3dep.elevation_bygrid(clm.x.values, clm.y.values, clm.crs, clm.res[0] * 1000)\n", "attrs = clm.attrs\n", "clm = xr.merge([clm, elev])\n", "clm[\"elevation\"] = clm.elevation.where(~np.isnan(clm.isel(time=0).tmin), drop=True)\n", "clm.attrs.update(attrs)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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