{
"cells": [
{
"cell_type": "markdown",
"id": "b6b428d1",
"metadata": {
"slideshow": {
"slide_type": "slide"
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},
"source": [
"
GEOG 172: INTERMEDIATE GEOGRAPHICAL ANALYSIS
\n",
" Evgeny Noi
\n",
" Lecture 04: Distance, Adjacency and Contiguity
"
]
},
{
"cell_type": "markdown",
"id": "9fcb4ff1",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"# Reminders \n",
"\n",
"1. Lab2 is due next week\n",
"2. Quiz 2 is tomorrow"
]
},
{
"cell_type": "markdown",
"id": "51c8ca5c",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"# Characterizing location of an object\n",
"\n",
"* 1d - one reference point \n",
"* 2d - two reference points"
]
},
{
"cell_type": "markdown",
"id": "b686ec30",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"# Coordinate Systems \n",
"\n",
"* Plane Coordinate systems\n",
" * Cartesian coordinates (origin + axes). $x$ (horizontal, E-W), $y$ (vertical, N-S).\n",
" * Polar coordinates (distance from origin + angle): R and $\\theta$. $x=r \\sin \\theta$, $y=r \\cos \\theta$, $r=\\sqrt{x^2+y^2}$, $\\theta=\\arctan(x/y)$\n",
"* Global Reference Systems\n",
" * Latitude (90 degrees S/N, parallels, ecuator), Longitude (180 degrees E/W, meridians, Greenwich). Graticule. "
]
},
{
"cell_type": "markdown",
"id": "114dc293",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
" Distance
"
]
},
{
"cell_type": "markdown",
"id": "186dfacd",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"# Georeferencing and distance\n",
"\n",
"* Once we can 'place' an object in space we can calculate the distance between any number of objects\n",
"* Distance will depend on the underlying coordinate system that we use \n",
" * large distances: use great circle distance \n",
" * small distances: use Euclidean coordinates or other CS"
]
},
{
"cell_type": "markdown",
"id": "74e66c9e",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"# Great Circle Distance \n",
"\n",
"* Assume Earth is a sphere with radius $R$ and two points $A(\\phi_1, \\lambda_1)$ and $B(\\phi_2, \\lambda_2)$\n",
"* Formula: \n",
"$$\n",
"d = R \\arccos([\\sin \\phi_1 \\times \\sin \\phi_2]+[\\cos \\phi_1 \\times cos \\phi_2 \\times cos(\\lambda_1 - \\lambda_2)])\n",
"$$"
]
},
{
"cell_type": "markdown",
"id": "ed25dc34",
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"source": [
"# Exercise \n",
"\n",
"> In groups of 2-4 people, write a Python program that calculates great circle distance between NYC and London. "
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "3940e00c",
"metadata": {
"slideshow": {
"slide_type": "skip"
}
},
"outputs": [],
"source": [
"import matplotlib as mpl\n",
"mpl.rcParams.update(mpl.rcParamsDefault)"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "4d18a904",
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"5570.560077026861 km\n",
"5564.366878189245 km\n"
]
}
],
"source": [
"import numpy as np\n",
"import math\n",
"from geopy.distance import great_circle\n",
"\n",
"def great_circle_dist(a,b):\n",
" '''\n",
" given two points a and b, calculate great circle distance between them\n",
" where phi(s) are latitudes and lambda(s) are longitudes\n",
" '''\n",
" r = 6378.1 # km\n",
" phi1 = math.radians(a[1]) \n",
" phi2 = math.radians(b[1])\n",
" lambda1 = math.radians(a[0])\n",
" lambda2 = math.radians(b[0])\n",
" \n",
" d = r * math.acos((math.sin(phi1)*math.sin(phi2)) + (math.cos(phi1)*math.cos(phi2)*math.cos(abs(lambda1-lambda2))))\n",
" return d \n",
"\n",
"NYC = (-73.935242, 40.730610) # lng, lat\n",
"London = (-0.1275, 51.50722) # lng, lat\n",
"\n",
"dist = great_circle_dist(NYC, London)\n",
"print(dist, 'km')\n",
"print(great_circle(NYC[::-1], London[::-1]))"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "054919a8",
"metadata": {
"slideshow": {
"slide_type": "skip"
}
},
"outputs": [],
"source": [
"import cartopy.crs as ccrs\n",
"import matplotlib.pyplot as plt\n",
"\n",
"ax = plt.axes(projection=ccrs.PlateCarree())\n",
"ax.stock_img()\n",
"\n",
"ny_lon, ny_lat = -73.935242, 40.730610\n",
"lnd_lon, lnd_lat = -0.1275, 51.50722\n",
"\n",
"plt.plot([ny_lon, lnd_lon], [ny_lat, lnd_lat],\n",
" color='blue', linewidth=2, marker='o',\n",
" transform=ccrs.Geodetic(),\n",
" )\n",
"\n",
"plt.plot([ny_lon, lnd_lon], [ny_lat, lnd_lat],\n",
" color='red', linestyle='--',\n",
" transform=ccrs.PlateCarree(),\n",
" )\n",
"\n",
"plt.text(ny_lon - 3, ny_lat - 12, 'New York',\n",
" horizontalalignment='right',\n",
" transform=ccrs.Geodetic())\n",
"\n",
"plt.text(lnd_lon + 3, lnd_lat - 12, 'London',\n",
" horizontalalignment='left',\n",
" transform=ccrs.Geodetic())\n",
"\n",
"ax.set_extent([-100,30,0,80])\n",
"plt.savefig('flights.jpeg')\n",
"plt.close()"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "853752c9",
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"outputs": [
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\n",
"text/plain": [
""
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"from IPython.display import Image\n",
"Image(filename='flights.jpeg') "
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "c647b7ed",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" | \n",
" | \n",
" amenity | \n",
" brand | \n",
" brand:wikidata | \n",
" brand:wikipedia | \n",
" cuisine | \n",
" name | \n",
" official_name | \n",
" takeaway | \n",
" geometry | \n",
" source | \n",
" ... | \n",
" disused:building | \n",
" capacity | \n",
" height | \n",
" roof:colour | \n",
" roof:shape | \n",
" contact:facebook | \n",
" addr:housename | \n",
" designation | \n",
" ways | \n",
" type | \n",
"
\n",
" \n",
" element_type | \n",
" osmid | \n",
" | \n",
" | \n",
" | \n",
" | \n",
" | \n",
" | \n",
" | \n",
" | \n",
" | \n",
" | \n",
" | \n",
" | \n",
" | \n",
" | \n",
" | \n",
" | \n",
" | \n",
" | \n",
" | \n",
" | \n",
" | \n",
"
\n",
" \n",
" \n",
" \n",
" node | \n",
" 448863565 | \n",
" cafe | \n",
" Starbucks | \n",
" Q37158 | \n",
" en:Starbucks | \n",
" coffee_shop | \n",
" Starbucks | \n",
" Starbucks Coffee | \n",
" yes | \n",
" POINT (-119.84817 34.41147) | \n",
" NaN | \n",
" ... | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
"
\n",
" \n",
" 1341709739 | \n",
" restaurant | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" american | \n",
" IHOP | \n",
" NaN | \n",
" NaN | \n",
" POINT (-119.78818 34.44325) | \n",
" Local Knowledge | \n",
" ... | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
"
\n",
" \n",
" 1348747781 | \n",
" restaurant | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" indian | \n",
" Masala Spice Indian Cuisine | \n",
" NaN | \n",
" NaN | \n",
" POINT (-119.82570 34.44172) | \n",
" NaN | \n",
" ... | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
"
\n",
" \n",
"
\n",
"
3 rows × 58 columns
\n",
"
"
],
"text/plain": [
" amenity brand brand:wikidata brand:wikipedia \\\n",
"element_type osmid \n",
"node 448863565 cafe Starbucks Q37158 en:Starbucks \n",
" 1341709739 restaurant NaN NaN NaN \n",
" 1348747781 restaurant NaN NaN NaN \n",
"\n",
" cuisine name \\\n",
"element_type osmid \n",
"node 448863565 coffee_shop Starbucks \n",
" 1341709739 american IHOP \n",
" 1348747781 indian Masala Spice Indian Cuisine \n",
"\n",
" official_name takeaway \\\n",
"element_type osmid \n",
"node 448863565 Starbucks Coffee yes \n",
" 1341709739 NaN NaN \n",
" 1348747781 NaN NaN \n",
"\n",
" geometry source ... \\\n",
"element_type osmid ... \n",
"node 448863565 POINT (-119.84817 34.41147) NaN ... \n",
" 1341709739 POINT (-119.78818 34.44325) Local Knowledge ... \n",
" 1348747781 POINT (-119.82570 34.44172) NaN ... \n",
"\n",
" disused:building capacity height roof:colour \\\n",
"element_type osmid \n",
"node 448863565 NaN NaN NaN NaN \n",
" 1341709739 NaN NaN NaN NaN \n",
" 1348747781 NaN NaN NaN NaN \n",
"\n",
" roof:shape contact:facebook addr:housename \\\n",
"element_type osmid \n",
"node 448863565 NaN NaN NaN \n",
" 1341709739 NaN NaN NaN \n",
" 1348747781 NaN NaN NaN \n",
"\n",
" designation ways type \n",
"element_type osmid \n",
"node 448863565 NaN NaN NaN \n",
" 1341709739 NaN NaN NaN \n",
" 1348747781 NaN NaN NaN \n",
"\n",
"[3 rows x 58 columns]"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import osmnx as ox\n",
"import pyproj \n",
"import geopandas as gpd\n",
"#pyproj.datadir.get_data_dir()\n",
"#pyproj.datadir.set_data_dir('C:/Users/barguzin/Anaconda3/envs/geo_env/Library/share/proj')\n",
"ox.settings.use_cache = True\n",
"import contextily as cx\n",
"\n",
"goleta = ox.geocode_to_gdf(\"Goleta, CA, USA\") # get Goleta\n",
"\n",
"go_graph = ox.graph_from_place('Goleta, CA, USA', network_type=\"drive\")\n",
"go_nodes, go_streets = ox.graph_to_gdfs(go_graph)\n",
"\n",
"tags = {'amenity': ['pub', 'bar', 'cafe', 'restaurant']} # used for parsing OSM data\n",
"dist = 5000 # set search radius (in meters) \n",
"\n",
"# download POIs\n",
"pois = ox.geometries.geometries_from_point(center_point = (goleta.lat[0],goleta.lon[0]), tags=tags, dist=dist)\n",
"# keep only points \n",
"pois = pois.loc[pois.geom_type==\"Point\"]\n",
"\n",
"go_proj = ox.project_gdf(goleta, to_crs='EPSG:3857') # re-project layers\n",
"go_streets_proj = ox.project_gdf(go_streets, to_crs='EPSG:3857')\n",
"pois_proj = ox.project_gdf(pois, to_crs='EPSG:3857')\n",
"\n",
"# print to the output\n",
"pois.head(3)"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "298aebbd",
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots()\n",
"\n",
"go_proj.plot(ax=ax, color='gray') \n",
"go_streets_proj.plot(ax=ax, zorder=2, lw=.25, color='k')\n",
"pois_proj.plot(ax=ax, color='r', markersize=15, ec='w')\n",
"go_proj.centroid.plot(color='r', markersize=200, ec='w', marker='*', ax=ax, zorder=3)\n",
"cx.add_basemap(ax=ax)\n",
"_ = ax.axis(\"off\")"
]
},
{
"cell_type": "markdown",
"id": "9a79b55e",
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"source": [
"# Different Types of Distance\n",
"\n",
"> Assume we would like to calculate how far each of the POIs from the center of the polygon. \n",
"\n",
"1. Calculate pairwise distance between points \n",
" 1. Euclidean\n",
" 2. Manhattan \n",
" 3. Network distance "
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "9034381b",
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
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" \n",
" \n",
" | \n",
" osm_id | \n",
" dist_m | \n",
"
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" \n",
" \n",
" \n",
" 0 | \n",
" 448863565 | \n",
" 3548.258535 | \n",
"
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" \n",
" 1 | \n",
" 1341709739 | \n",
" 8014.092418 | \n",
"
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" \n",
" 2 | \n",
" 1348747781 | \n",
" 3856.467935 | \n",
"
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" \n",
" 3 | \n",
" 1396621915 | \n",
" 2469.264505 | \n",
"
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" \n",
" 4 | \n",
" 1469690940 | \n",
" 6317.223055 | \n",
"
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" \n",
"
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"
"
],
"text/plain": [
" osm_id dist_m\n",
"0 448863565 3548.258535\n",
"1 1341709739 8014.092418\n",
"2 1348747781 3856.467935\n",
"3 1396621915 2469.264505\n",
"4 1469690940 6317.223055"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"centr = gpd.GeoDataFrame(data=[1], columns=['geo_id'], geometry=go_proj.geometry.centroid)\n",
"\n",
"dist_to_centr = pois_proj.distance(centr.geometry.iloc[0]).reset_index()\n",
"dist_to_centr.drop('element_type', axis=1, inplace=True)\n",
"dist_to_centr.columns = ['osm_id', 'dist_m']\n",
"dist_to_centr.head()"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "0a5df6f8",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"(46, 58)\n",
"(46, 60)\n",
"\n"
]
}
],
"source": [
"# add the data back to the pois_proj \n",
"print(pois_proj.shape)\n",
"pois_proj = pois_proj.merge(dist_to_centr, left_on='osmid', right_on='osm_id')\n",
"print(pois_proj.shape)\n",
"print(type(pois_proj))"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "ccc92f5d",
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"epsg:3857 EPSG:3857\n"
]
},
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" | \n",
" geo_id | \n",
" geometry | \n",
"
\n",
" \n",
" \n",
" \n",
" 0 | \n",
" 0 | \n",
" LINESTRING (-13341437.257 4084187.000, -133427... | \n",
"
\n",
" \n",
" 1 | \n",
" 1 | \n",
" LINESTRING (-13334759.579 4088475.583, -133427... | \n",
"
\n",
" \n",
" 2 | \n",
" 2 | \n",
" LINESTRING (-13338935.474 4088270.153, -133427... | \n",
"
\n",
" \n",
" 3 | \n",
" 3 | \n",
" LINESTRING (-13344993.881 4088445.536, -133427... | \n",
"
\n",
" \n",
" 4 | \n",
" 4 | \n",
" LINESTRING (-13336396.922 4087430.222, -133427... | \n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
" geo_id geometry\n",
"0 0 LINESTRING (-13341437.257 4084187.000, -133427...\n",
"1 1 LINESTRING (-13334759.579 4088475.583, -133427...\n",
"2 2 LINESTRING (-13338935.474 4088270.153, -133427...\n",
"3 3 LINESTRING (-13344993.881 4088445.536, -133427...\n",
"4 4 LINESTRING (-13336396.922 4087430.222, -133427..."
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import shapely.geometry as spg \n",
"\n",
"lines = []\n",
"\n",
"for i, j in zip(pois_proj.geometry.values, np.repeat(centr.centroid.geometry.values, pois_proj.shape[0])):\n",
" ax, ay = i.x, i.y\n",
" bx, by = j.x, j.y\n",
" l = spg.LineString([(ax,ay),(bx,by)])\n",
" lines.append(l)\n",
" \n",
"lines_gdf = gpd.GeoDataFrame(data=np.arange(0,len(lines)), columns=['geo_id'], geometry=lines, crs='epsg:3857')\n",
"\n",
"print(lines_gdf.crs, centr.crs)\n",
"lines_gdf.head()"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "9e626a5c",
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"outputs": [
{
"data": {
"image/png": 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\n",
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