From 7ccbd717ac1e003f2ca7f9faf035756eb46fc1d1 Mon Sep 17 00:00:00 2001
From: cyschneck <22159116+cyschneck@users.noreply.github.com>
Date: Fri, 20 Sep 2024 16:03:05 -0600
Subject: [PATCH] setup coordinates and plotting

---
 environment.yml                         |    3 +
 notebooks/foundations/coordinates.ipynb | 1057 +++++++++++++++++++++++
 notebooks/foundations/terminology.ipynb |  364 ++++++++
 notebooks/location_coords.txt           |   21 +
 4 files changed, 1445 insertions(+)
 create mode 100644 notebooks/foundations/coordinates.ipynb
 create mode 100644 notebooks/foundations/terminology.ipynb
 create mode 100644 notebooks/location_coords.txt

diff --git a/environment.yml b/environment.yml
index 8fdedf9..d00aae4 100644
--- a/environment.yml
+++ b/environment.yml
@@ -11,3 +11,6 @@ dependencies:
   - pyproj
   - matplotlib
   - cartopy
+  - pip
+  - pip:
+      - jupyterlab-myst
diff --git a/notebooks/foundations/coordinates.ipynb b/notebooks/foundations/coordinates.ipynb
new file mode 100644
index 0000000..cd75315
--- /dev/null
+++ b/notebooks/foundations/coordinates.ipynb
@@ -0,0 +1,1057 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "editable": true,
+    "slideshow": {
+     "slide_type": ""
+    },
+    "tags": []
+   },
+   "source": [
+    "<img src=\"https://d9-wret.s3.us-west-2.amazonaws.com/assets/palladium/production/s3fs-public/media/images/great%20circle.gif\" alt=\"Great Circle USGS\"></img>"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Coordinate Types"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Overview\n",
+    "If you have an introductory paragraph, lead with it here! Keep it short and tied to your material, then be sure to continue into the required list of topics below,\n",
+    "\n",
+    "1. This is a numbered list of the specific topics\n",
+    "1. These should map approximately to your main sections of content\n",
+    "1. Or each second-level, `##`, header in your notebook\n",
+    "1. Keep the size and scope of your notebook in check\n",
+    "1. And be sure to let the reader know up front the important concepts they'll be leaving with"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Prerequisites\n",
+    "This section was inspired by [this template](https://github.com/alan-turing-institute/the-turing-way/blob/master/book/templates/chapter-template/chapter-landing-page.md) of the wonderful [The Turing Way](https://the-turing-way.netlify.app) Jupyter Book.\n",
+    "\n",
+    "Following your overview, tell your reader what concepts, packages, or other background information they'll **need** before learning your material. Tie this explicitly with links to other pages here in Foundations or to relevant external resources. Remove this body text, then populate the Markdown table, denoted in this cell with `|` vertical brackets, below, and fill out the information following. In this table, lay out prerequisite concepts by explicitly linking to other Foundations material or external resources, or describe generally helpful concepts.\n",
+    "\n",
+    "Label the importance of each concept explicitly as **helpful/necessary**.\n",
+    "\n",
+    "| Concepts | Importance | Notes |\n",
+    "| --- | --- | --- |\n",
+    "| [Intro to Cartopy](https://foundations.projectpythia.org/core/cartopy/cartopy.html) | Necessary | |\n",
+    "| [Understanding of NetCDF](https://foundations.projectpythia.org/core/data-formats/netcdf-cf.html) | Helpful | Familiarity with metadata structure |\n",
+    "| Project management | Helpful | |\n",
+    "\n",
+    "- **Time to learn**: estimate in minutes. For a rough idea, use 5 mins per subsection, 10 if longer; add these up for a total. Safer to round up and overestimate.\n",
+    "- **System requirements**:\n",
+    "    - Populate with any system, version, or non-Python software requirements if necessary\n",
+    "    - Otherwise use the concepts table above and the Imports section below to describe required packages as necessary\n",
+    "    - If no extra requirements, remove the **System requirements** point altogether"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Geodesic Coordinates"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Cartesian Coordinates"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Cartesian coordinates describe points in space based on perpendicular axis lines that meet at a singlle point of orign, where any point's position is described based on the distance to the orgin along xyz axis"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Geodesic to Cartesian Coordinates\n",
+    "Assuming the earth's radius is 6378137 meters\n",
+    "```\n",
+    "x = radius * cos(latitude) * cos(longitude)\n",
+    "y = radius * cos(latitude) * sin(longitude)\n",
+    "z = radius * sin(latitude)\n",
+    "```"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Spherical Coordinates"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Spherical coordinates describe points in space based on three values: radial distance (rho, r) along the radial line between point and the origin, polar angle (theta, θ) between the radial line and the polar axis, and azimuth angle (phi, φ) which is the angle of rotation of the radial line around the polar axis. With a fixed radius, the 3-point coordinates (r, θ, φ) provide a coordiante along a sphere\n",
+    "\n",
+    "- Radial distance: distance from center to surface of sphere\n",
+    "- Polar angle: angle between radial line and polar axis\n",
+    "- Azimuth angle: angle around polar axis\n",
+    "\n",
+    "<p align=\"center\">\n",
+    "  <img src=\"https://upload.wikimedia.org/wikipedia/commons/thumb/8/82/Sphericalcoordinates.svg/1024px-Sphericalcoordinates.svg.png\" alt=\"Spherical Coordinate Description from Wikipedia\" width=400 />\n",
+    "</p>\n",
+    "\n",
+    "Image Source: [Wikipedia - Spherical Coordinate System](https://simple.wikipedia.org/wiki/Spherical_coordinate_system)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Polar Coordinates"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Convert Coordinates to All Coordinate Types"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Display Coordinates of Cities"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 70,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>name</th>\n",
+       "      <th>latitude</th>\n",
+       "      <th>longitude</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>arecibo</td>\n",
+       "      <td>18.3441</td>\n",
+       "      <td>-66.7527</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>boulder</td>\n",
+       "      <td>40.0150</td>\n",
+       "      <td>-105.2705</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>boston</td>\n",
+       "      <td>42.3601</td>\n",
+       "      <td>-71.0589</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>red woods</td>\n",
+       "      <td>41.4017</td>\n",
+       "      <td>-124.0417</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>houston</td>\n",
+       "      <td>29.5518</td>\n",
+       "      <td>-95.0982</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>greenwich</td>\n",
+       "      <td>51.4934</td>\n",
+       "      <td>0.0098</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>svalbard</td>\n",
+       "      <td>77.8750</td>\n",
+       "      <td>20.9752</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>mcmurdo</td>\n",
+       "      <td>-77.5000</td>\n",
+       "      <td>165.0000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>cairo</td>\n",
+       "      <td>30.0444</td>\n",
+       "      <td>31.2357</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>johannesburg</td>\n",
+       "      <td>-26.2056</td>\n",
+       "      <td>28.0337</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>stonehedge</td>\n",
+       "      <td>51.1789</td>\n",
+       "      <td>-1.8262</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>machu picchu</td>\n",
+       "      <td>-13.1632</td>\n",
+       "      <td>-72.5453</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>cape canaveral</td>\n",
+       "      <td>28.3922</td>\n",
+       "      <td>-80.6077</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>uluru</td>\n",
+       "      <td>-25.3444</td>\n",
+       "      <td>131.0369</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>tunguska event</td>\n",
+       "      <td>60.5411</td>\n",
+       "      <td>101.5435</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15</th>\n",
+       "      <td>hanle</td>\n",
+       "      <td>32.7908</td>\n",
+       "      <td>79.0002</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16</th>\n",
+       "      <td>reykjavík</td>\n",
+       "      <td>64.1470</td>\n",
+       "      <td>-21.9408</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17</th>\n",
+       "      <td>al-qarawiyyin</td>\n",
+       "      <td>34.0649</td>\n",
+       "      <td>-4.9734</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18</th>\n",
+       "      <td>zambezi</td>\n",
+       "      <td>-18.3414</td>\n",
+       "      <td>36.2813</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19</th>\n",
+       "      <td>timbuktu</td>\n",
+       "      <td>16.7666</td>\n",
+       "      <td>-3.0026</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "              name  latitude  longitude\n",
+       "0          arecibo   18.3441   -66.7527\n",
+       "1          boulder   40.0150  -105.2705\n",
+       "2           boston   42.3601   -71.0589\n",
+       "3        red woods   41.4017  -124.0417\n",
+       "4          houston   29.5518   -95.0982\n",
+       "5        greenwich   51.4934     0.0098\n",
+       "6         svalbard   77.8750    20.9752\n",
+       "7          mcmurdo  -77.5000   165.0000\n",
+       "8            cairo   30.0444    31.2357\n",
+       "9     johannesburg  -26.2056    28.0337\n",
+       "10      stonehedge   51.1789    -1.8262\n",
+       "11    machu picchu  -13.1632   -72.5453\n",
+       "12  cape canaveral   28.3922   -80.6077\n",
+       "13           uluru  -25.3444   131.0369\n",
+       "14  tunguska event   60.5411   101.5435\n",
+       "15           hanle   32.7908    79.0002\n",
+       "16       reykjavík   64.1470   -21.9408\n",
+       "17   al-qarawiyyin   34.0649    -4.9734\n",
+       "18         zambezi  -18.3414    36.2813\n",
+       "19        timbuktu   16.7666    -3.0026"
+      ]
+     },
+     "execution_count": 70,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Read in location coordinates\n",
+    "import pandas as pd\n",
+    "\n",
+    "location_df = pd.read_csv(\"../location_coords.txt\")\n",
+    "location_df = location_df.rename(columns=lambda x: x.strip()) # strip excess white space from column names and values\n",
+    "location_df"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Add Columns for Additional Coordinate Types"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 71,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import numpy as np"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 72,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def cartesian_coordinates(latitude=None, longitude=None):\n",
+    "    earth_radius = 6378137  # meters\n",
+    "    latitude = np.deg2rad(latitude)\n",
+    "    longitude = np.deg2rad(longitude)\n",
+    "    cart_x = earth_radius * np.cos(latitude) * np.cos(longitude)\n",
+    "    cart_y = earth_radius * np.cos(latitude) * np.sin(longitude)\n",
+    "    cart_z = earth_radius * np.sin(latitude)\n",
+    "    return cart_x, cart_y, cart_z"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 73,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def cartesian_to_spherical_coordinates(cart_x=None, cart_y=None, cart_z=None):\n",
+    "    rho = np.sqrt(cart_x**2 + cart_y**2 + cart_z**2)\n",
+    "    theta = np.arctan(cart_y/cart_x)\n",
+    "    phi = np.arccos(cart_z / rho)\n",
+    "    return rho, theta, phi "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 74,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def polar_coordinates(latitude=None, longitude=None):\n",
+    "    latitude = np.deg2rad(latitude)\n",
+    "    longitude = np.deg2rad(longitude)\n",
+    "    polar_x = np.cos(latitude) * np.sin(longitude)\n",
+    "    polar_y = np.cos(latitude) * np.cos(longitude)\n",
+    "    polar_z = np.sin(latitude)\n",
+    "    return polar_x, polar_y, polar_z"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 75,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>name</th>\n",
+       "      <th>latitude</th>\n",
+       "      <th>longitude</th>\n",
+       "      <th>cart_x</th>\n",
+       "      <th>cart_y</th>\n",
+       "      <th>cart_z</th>\n",
+       "      <th>rho</th>\n",
+       "      <th>theta</th>\n",
+       "      <th>phi</th>\n",
+       "      <th>polar_x</th>\n",
+       "      <th>polar_y</th>\n",
+       "      <th>polar_z</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>arecibo</td>\n",
+       "      <td>18.3441</td>\n",
+       "      <td>-66.7527</td>\n",
+       "      <td>2.389526e+06</td>\n",
+       "      <td>-5.562495e+06</td>\n",
+       "      <td>2.007347e+06</td>\n",
+       "      <td>6378137.0</td>\n",
+       "      <td>-1.165054</td>\n",
+       "      <td>1.250631</td>\n",
+       "      <td>-0.872119</td>\n",
+       "      <td>0.374643</td>\n",
+       "      <td>0.314723</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>boulder</td>\n",
+       "      <td>40.0150</td>\n",
+       "      <td>-105.2705</td>\n",
+       "      <td>-1.286558e+06</td>\n",
+       "      <td>-4.712394e+06</td>\n",
+       "      <td>4.101066e+06</td>\n",
+       "      <td>6378137.0</td>\n",
+       "      <td>1.304276</td>\n",
+       "      <td>0.872403</td>\n",
+       "      <td>-0.738835</td>\n",
+       "      <td>-0.201714</td>\n",
+       "      <td>0.642988</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>boston</td>\n",
+       "      <td>42.3601</td>\n",
+       "      <td>-71.0589</td>\n",
+       "      <td>1.529809e+06</td>\n",
+       "      <td>-4.457769e+06</td>\n",
+       "      <td>4.297512e+06</td>\n",
+       "      <td>6378137.0</td>\n",
+       "      <td>-1.240212</td>\n",
+       "      <td>0.831473</td>\n",
+       "      <td>-0.698914</td>\n",
+       "      <td>0.239852</td>\n",
+       "      <td>0.673788</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>red woods</td>\n",
+       "      <td>41.4017</td>\n",
+       "      <td>-124.0417</td>\n",
+       "      <td>-2.678169e+06</td>\n",
+       "      <td>-3.964322e+06</td>\n",
+       "      <td>4.218080e+06</td>\n",
+       "      <td>6378137.0</td>\n",
+       "      <td>0.976657</td>\n",
+       "      <td>0.848200</td>\n",
+       "      <td>-0.621549</td>\n",
+       "      <td>-0.419898</td>\n",
+       "      <td>0.661334</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>houston</td>\n",
+       "      <td>29.5518</td>\n",
+       "      <td>-95.0982</td>\n",
+       "      <td>-4.930480e+05</td>\n",
+       "      <td>-5.526456e+06</td>\n",
+       "      <td>3.145762e+06</td>\n",
+       "      <td>6378137.0</td>\n",
+       "      <td>1.481816</td>\n",
+       "      <td>1.055020</td>\n",
+       "      <td>-0.866469</td>\n",
+       "      <td>-0.077303</td>\n",
+       "      <td>0.493210</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>greenwich</td>\n",
+       "      <td>51.4934</td>\n",
+       "      <td>0.0098</td>\n",
+       "      <td>3.971059e+06</td>\n",
+       "      <td>6.792189e+02</td>\n",
+       "      <td>4.991125e+06</td>\n",
+       "      <td>6378137.0</td>\n",
+       "      <td>0.000171</td>\n",
+       "      <td>0.672067</td>\n",
+       "      <td>0.000106</td>\n",
+       "      <td>0.622605</td>\n",
+       "      <td>0.782536</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>svalbard</td>\n",
+       "      <td>77.8750</td>\n",
+       "      <td>20.9752</td>\n",
+       "      <td>1.250923e+06</td>\n",
+       "      <td>4.795630e+05</td>\n",
+       "      <td>6.235851e+06</td>\n",
+       "      <td>6378137.0</td>\n",
+       "      <td>0.366086</td>\n",
+       "      <td>0.211621</td>\n",
+       "      <td>0.075189</td>\n",
+       "      <td>0.196127</td>\n",
+       "      <td>0.977692</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>mcmurdo</td>\n",
+       "      <td>-77.5000</td>\n",
+       "      <td>165.0000</td>\n",
+       "      <td>-1.333443e+06</td>\n",
+       "      <td>3.572949e+05</td>\n",
+       "      <td>-6.226950e+06</td>\n",
+       "      <td>6378137.0</td>\n",
+       "      <td>-0.261799</td>\n",
+       "      <td>2.923426</td>\n",
+       "      <td>0.056019</td>\n",
+       "      <td>-0.209065</td>\n",
+       "      <td>-0.976296</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>cairo</td>\n",
+       "      <td>30.0444</td>\n",
+       "      <td>31.2357</td>\n",
+       "      <td>4.720816e+06</td>\n",
+       "      <td>2.863050e+06</td>\n",
+       "      <td>3.193348e+06</td>\n",
+       "      <td>6378137.0</td>\n",
+       "      <td>0.545166</td>\n",
+       "      <td>1.046423</td>\n",
+       "      <td>0.448885</td>\n",
+       "      <td>0.740156</td>\n",
+       "      <td>0.500671</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>johannesburg</td>\n",
+       "      <td>-26.2056</td>\n",
+       "      <td>28.0337</td>\n",
+       "      <td>5.051141e+06</td>\n",
+       "      <td>2.689551e+06</td>\n",
+       "      <td>-2.816544e+06</td>\n",
+       "      <td>6378137.0</td>\n",
+       "      <td>0.489280</td>\n",
+       "      <td>2.028170</td>\n",
+       "      <td>0.421683</td>\n",
+       "      <td>0.791946</td>\n",
+       "      <td>-0.441594</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>stonehedge</td>\n",
+       "      <td>51.1789</td>\n",
+       "      <td>-1.8262</td>\n",
+       "      <td>3.996364e+06</td>\n",
+       "      <td>-1.274201e+05</td>\n",
+       "      <td>4.969252e+06</td>\n",
+       "      <td>6378137.0</td>\n",
+       "      <td>-0.031873</td>\n",
+       "      <td>0.677556</td>\n",
+       "      <td>-0.019978</td>\n",
+       "      <td>0.626572</td>\n",
+       "      <td>0.779107</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>machu picchu</td>\n",
+       "      <td>-13.1632</td>\n",
+       "      <td>-72.5453</td>\n",
+       "      <td>1.862866e+06</td>\n",
+       "      <td>-5.924585e+06</td>\n",
+       "      <td>-1.452465e+06</td>\n",
+       "      <td>6378137.0</td>\n",
+       "      <td>-1.266154</td>\n",
+       "      <td>1.800538</td>\n",
+       "      <td>-0.928890</td>\n",
+       "      <td>0.292071</td>\n",
+       "      <td>-0.227726</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>cape canaveral</td>\n",
+       "      <td>28.3922</td>\n",
+       "      <td>-80.6077</td>\n",
+       "      <td>9.156669e+05</td>\n",
+       "      <td>-5.535712e+06</td>\n",
+       "      <td>3.032833e+06</td>\n",
+       "      <td>6378137.0</td>\n",
+       "      <td>-1.406870</td>\n",
+       "      <td>1.075259</td>\n",
+       "      <td>-0.867920</td>\n",
+       "      <td>0.143563</td>\n",
+       "      <td>0.475504</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>uluru</td>\n",
+       "      <td>-25.3444</td>\n",
+       "      <td>131.0369</td>\n",
+       "      <td>-3.784488e+06</td>\n",
+       "      <td>4.347897e+06</td>\n",
+       "      <td>-2.730215e+06</td>\n",
+       "      <td>6378137.0</td>\n",
+       "      <td>-0.854567</td>\n",
+       "      <td>2.013140</td>\n",
+       "      <td>0.681688</td>\n",
+       "      <td>-0.593353</td>\n",
+       "      <td>-0.428058</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>tunguska event</td>\n",
+       "      <td>60.5411</td>\n",
+       "      <td>101.5435</td>\n",
+       "      <td>-6.277033e+05</td>\n",
+       "      <td>3.073315e+06</td>\n",
+       "      <td>5.553499e+06</td>\n",
+       "      <td>6378137.0</td>\n",
+       "      <td>-1.369324</td>\n",
+       "      <td>0.514155</td>\n",
+       "      <td>0.481852</td>\n",
+       "      <td>-0.098415</td>\n",
+       "      <td>0.870709</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15</th>\n",
+       "      <td>hanle</td>\n",
+       "      <td>32.7908</td>\n",
+       "      <td>79.0002</td>\n",
+       "      <td>1.023062e+06</td>\n",
+       "      <td>5.263296e+06</td>\n",
+       "      <td>3.454228e+06</td>\n",
+       "      <td>6378137.0</td>\n",
+       "      <td>1.378814</td>\n",
+       "      <td>0.998489</td>\n",
+       "      <td>0.825209</td>\n",
+       "      <td>0.160401</td>\n",
+       "      <td>0.541573</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16</th>\n",
+       "      <td>reykjavík</td>\n",
+       "      <td>64.1470</td>\n",
+       "      <td>-21.9408</td>\n",
+       "      <td>2.579828e+06</td>\n",
+       "      <td>-1.039219e+06</td>\n",
+       "      <td>5.739786e+06</td>\n",
+       "      <td>6378137.0</td>\n",
+       "      <td>-0.382939</td>\n",
+       "      <td>0.451220</td>\n",
+       "      <td>-0.162935</td>\n",
+       "      <td>0.404480</td>\n",
+       "      <td>0.899916</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17</th>\n",
+       "      <td>al-qarawiyyin</td>\n",
+       "      <td>34.0649</td>\n",
+       "      <td>-4.9734</td>\n",
+       "      <td>5.263779e+06</td>\n",
+       "      <td>-4.580586e+05</td>\n",
+       "      <td>3.572596e+06</td>\n",
+       "      <td>6378137.0</td>\n",
+       "      <td>-0.086802</td>\n",
+       "      <td>0.976252</td>\n",
+       "      <td>-0.071817</td>\n",
+       "      <td>0.825285</td>\n",
+       "      <td>0.560132</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18</th>\n",
+       "      <td>zambezi</td>\n",
+       "      <td>-18.3414</td>\n",
+       "      <td>36.2813</td>\n",
+       "      <td>4.880354e+06</td>\n",
+       "      <td>3.582524e+06</td>\n",
+       "      <td>-2.007062e+06</td>\n",
+       "      <td>6378137.0</td>\n",
+       "      <td>0.633228</td>\n",
+       "      <td>1.890914</td>\n",
+       "      <td>0.561688</td>\n",
+       "      <td>0.765169</td>\n",
+       "      <td>-0.314678</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19</th>\n",
+       "      <td>timbuktu</td>\n",
+       "      <td>16.7666</td>\n",
+       "      <td>-3.0026</td>\n",
+       "      <td>6.098605e+06</td>\n",
+       "      <td>-3.198918e+05</td>\n",
+       "      <td>1.839925e+06</td>\n",
+       "      <td>6378137.0</td>\n",
+       "      <td>-0.052405</td>\n",
+       "      <td>1.278164</td>\n",
+       "      <td>-0.050154</td>\n",
+       "      <td>0.956173</td>\n",
+       "      <td>0.288474</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "              name  latitude  longitude        cart_x        cart_y  \\\n",
+       "0          arecibo   18.3441   -66.7527  2.389526e+06 -5.562495e+06   \n",
+       "1          boulder   40.0150  -105.2705 -1.286558e+06 -4.712394e+06   \n",
+       "2           boston   42.3601   -71.0589  1.529809e+06 -4.457769e+06   \n",
+       "3        red woods   41.4017  -124.0417 -2.678169e+06 -3.964322e+06   \n",
+       "4          houston   29.5518   -95.0982 -4.930480e+05 -5.526456e+06   \n",
+       "5        greenwich   51.4934     0.0098  3.971059e+06  6.792189e+02   \n",
+       "6         svalbard   77.8750    20.9752  1.250923e+06  4.795630e+05   \n",
+       "7          mcmurdo  -77.5000   165.0000 -1.333443e+06  3.572949e+05   \n",
+       "8            cairo   30.0444    31.2357  4.720816e+06  2.863050e+06   \n",
+       "9     johannesburg  -26.2056    28.0337  5.051141e+06  2.689551e+06   \n",
+       "10      stonehedge   51.1789    -1.8262  3.996364e+06 -1.274201e+05   \n",
+       "11    machu picchu  -13.1632   -72.5453  1.862866e+06 -5.924585e+06   \n",
+       "12  cape canaveral   28.3922   -80.6077  9.156669e+05 -5.535712e+06   \n",
+       "13           uluru  -25.3444   131.0369 -3.784488e+06  4.347897e+06   \n",
+       "14  tunguska event   60.5411   101.5435 -6.277033e+05  3.073315e+06   \n",
+       "15           hanle   32.7908    79.0002  1.023062e+06  5.263296e+06   \n",
+       "16       reykjavík   64.1470   -21.9408  2.579828e+06 -1.039219e+06   \n",
+       "17   al-qarawiyyin   34.0649    -4.9734  5.263779e+06 -4.580586e+05   \n",
+       "18         zambezi  -18.3414    36.2813  4.880354e+06  3.582524e+06   \n",
+       "19        timbuktu   16.7666    -3.0026  6.098605e+06 -3.198918e+05   \n",
+       "\n",
+       "          cart_z        rho     theta       phi   polar_x   polar_y   polar_z  \n",
+       "0   2.007347e+06  6378137.0 -1.165054  1.250631 -0.872119  0.374643  0.314723  \n",
+       "1   4.101066e+06  6378137.0  1.304276  0.872403 -0.738835 -0.201714  0.642988  \n",
+       "2   4.297512e+06  6378137.0 -1.240212  0.831473 -0.698914  0.239852  0.673788  \n",
+       "3   4.218080e+06  6378137.0  0.976657  0.848200 -0.621549 -0.419898  0.661334  \n",
+       "4   3.145762e+06  6378137.0  1.481816  1.055020 -0.866469 -0.077303  0.493210  \n",
+       "5   4.991125e+06  6378137.0  0.000171  0.672067  0.000106  0.622605  0.782536  \n",
+       "6   6.235851e+06  6378137.0  0.366086  0.211621  0.075189  0.196127  0.977692  \n",
+       "7  -6.226950e+06  6378137.0 -0.261799  2.923426  0.056019 -0.209065 -0.976296  \n",
+       "8   3.193348e+06  6378137.0  0.545166  1.046423  0.448885  0.740156  0.500671  \n",
+       "9  -2.816544e+06  6378137.0  0.489280  2.028170  0.421683  0.791946 -0.441594  \n",
+       "10  4.969252e+06  6378137.0 -0.031873  0.677556 -0.019978  0.626572  0.779107  \n",
+       "11 -1.452465e+06  6378137.0 -1.266154  1.800538 -0.928890  0.292071 -0.227726  \n",
+       "12  3.032833e+06  6378137.0 -1.406870  1.075259 -0.867920  0.143563  0.475504  \n",
+       "13 -2.730215e+06  6378137.0 -0.854567  2.013140  0.681688 -0.593353 -0.428058  \n",
+       "14  5.553499e+06  6378137.0 -1.369324  0.514155  0.481852 -0.098415  0.870709  \n",
+       "15  3.454228e+06  6378137.0  1.378814  0.998489  0.825209  0.160401  0.541573  \n",
+       "16  5.739786e+06  6378137.0 -0.382939  0.451220 -0.162935  0.404480  0.899916  \n",
+       "17  3.572596e+06  6378137.0 -0.086802  0.976252 -0.071817  0.825285  0.560132  \n",
+       "18 -2.007062e+06  6378137.0  0.633228  1.890914  0.561688  0.765169 -0.314678  \n",
+       "19  1.839925e+06  6378137.0 -0.052405  1.278164 -0.050154  0.956173  0.288474  "
+      ]
+     },
+     "execution_count": 75,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "location_df[\"cart_x\"], location_df[\"cart_y\"], location_df[\"cart_z\"] = cartesian_coordinates(location_df[\"latitude\"],\n",
+    "                                                                                            location_df[\"longitude\"])\n",
+    "location_df[\"rho\"], location_df[\"theta\"], location_df[\"phi\"] = cartesian_to_spherical_coordinates(location_df[\"cart_x\"],\n",
+    "                                                                                                  location_df[\"cart_y\"],\n",
+    "                                                                                                  location_df[\"cart_z\"])\n",
+    "location_df[\"polar_x\"], location_df[\"polar_y\"], location_df[\"polar_z\"] = polar_coordinates(location_df[\"latitude\"],\n",
+    "                                                                                           location_df[\"longitude\"])\n",
+    "\n",
+    "location_df"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Plot Points on Map"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 76,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "from cartopy import crs as ccrs, feature as cfeature"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 81,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1500x1000 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# Set up world map plot\n",
+    "fig = plt.subplots(figsize=(15, 10))\n",
+    "projection_map = ccrs.PlateCarree()\n",
+    "ax = plt.axes(projection=projection_map)\n",
+    "lon_west, lon_east, lat_south, lat_north = -180, 180, -90, 90\n",
+    "ax.set_extent([lon_west, lon_east, lat_south, lat_north], crs=projection_map)\n",
+    "ax.coastlines(color=\"black\")\n",
+    "ax.add_feature(cfeature.BORDERS, edgecolor='grey')\n",
+    "ax.add_feature(cfeature.STATES, edgecolor=\"grey\")\n",
+    "    \n",
+    "# Plot Latitude/Longitude Location\n",
+    "longitudes = location_df[\"longitude\"] # longitude\n",
+    "latitudes = location_df[\"latitude\"]   # latitude\n",
+    "plt.scatter(longitudes, latitudes, c=\"red\")\n",
+    "\n",
+    "plt.title(\"World Map with Locations\")\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 82,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1500x1000 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# Set up United States map plot\n",
+    "fig = plt.subplots(figsize=(15, 10))\n",
+    "projection_map = ccrs.PlateCarree()\n",
+    "ax = plt.axes(projection=projection_map)\n",
+    "lon_west, lon_east, lat_south, lat_north = -130, -60, 20, 60\n",
+    "ax.set_extent([lon_west, lon_east, lat_south, lat_north], crs=projection_map)\n",
+    "ax.coastlines(color=\"black\")\n",
+    "ax.add_feature(cfeature.BORDERS, edgecolor='grey')\n",
+    "ax.add_feature(cfeature.STATES, edgecolor=\"grey\")\n",
+    "    \n",
+    "# Plot Latitude/Longitude Location\n",
+    "longitudes = location_df[\"longitude\"] # longitude\n",
+    "latitudes = location_df[\"latitude\"]   # latitude\n",
+    "plt.scatter(longitudes, latitudes, c=\"red\")\n",
+    "\n",
+    "plt.title(\"United States Map with Locations\")\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Summary\n",
+    "Add one final `---` marking the end of your body of content, and then conclude with a brief single paragraph summarizing at a high level the key pieces that were learned and how they tied to your objectives. Look to reiterate what the most important takeaways were.\n",
+    "\n",
+    "### What's next?\n",
+    "Let Jupyter book tie this to the next (sequential) piece of content that people could move on to down below and in the sidebar. However, if this page uniquely enables your reader to tackle other nonsequential concepts throughout this book, or even external content, link to it here!"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Resources and references\n",
+    "Finally, be rigorous in your citations and references as necessary. Give credit where credit is due. Also, feel free to link to relevant external material, further reading, documentation, etc. Then you're done! Give yourself a quick review, a high five, and send us a pull request. A few final notes:\n",
+    " - `Kernel > Restart Kernel and Run All Cells...` to confirm that your notebook will cleanly run from start to finish\n",
+    " - `Kernel > Restart Kernel and Clear All Outputs...` before committing your notebook, our machines will do the heavy lifting\n",
+    " - Take credit! Provide author contact information if you'd like; if so, consider adding information here at the bottom of your notebook\n",
+    " - Give credit! Attribute appropriate authorship for referenced code, information, images, etc.\n",
+    " - Only include what you're legally allowed: **no copyright infringement or plagiarism**\n",
+    " \n",
+    "Thank you for your contribution!"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.8"
+  },
+  "nbdime-conflicts": {
+   "local_diff": [
+    {
+     "diff": [
+      {
+       "diff": [
+        {
+         "key": 0,
+         "op": "addrange",
+         "valuelist": [
+          "Python 3"
+         ]
+        },
+        {
+         "key": 0,
+         "length": 1,
+         "op": "removerange"
+        }
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+       "key": "display_name",
+       "op": "patch"
+      }
+     ],
+     "key": "kernelspec",
+     "op": "patch"
+    }
+   ],
+   "remote_diff": [
+    {
+     "diff": [
+      {
+       "diff": [
+        {
+         "key": 0,
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+          "Python3"
+         ]
+        },
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+       "key": "display_name",
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+    }
+   ]
+  },
+  "toc-autonumbering": false
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/notebooks/foundations/terminology.ipynb b/notebooks/foundations/terminology.ipynb
new file mode 100644
index 0000000..e42c04f
--- /dev/null
+++ b/notebooks/foundations/terminology.ipynb
@@ -0,0 +1,364 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "editable": true,
+    "slideshow": {
+     "slide_type": ""
+    },
+    "tags": []
+   },
+   "source": [
+    "<img src=\"https://d9-wret.s3.us-west-2.amazonaws.com/assets/palladium/production/s3fs-public/media/images/great%20circle.gif\" alt=\"Great Circle USGS\"></img>"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Great Circle Terminology"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Overview\n",
+    "If you have an introductory paragraph, lead with it here! Keep it short and tied to your material, then be sure to continue into the required list of topics below,\n",
+    "\n",
+    "1. This is a numbered list of the specific topics\n",
+    "1. These should map approximately to your main sections of content\n",
+    "1. Or each second-level, `##`, header in your notebook\n",
+    "1. Keep the size and scope of your notebook in check\n",
+    "1. And be sure to let the reader know up front the important concepts they'll be leaving with"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Prerequisites\n",
+    "This section was inspired by [this template](https://github.com/alan-turing-institute/the-turing-way/blob/master/book/templates/chapter-template/chapter-landing-page.md) of the wonderful [The Turing Way](https://the-turing-way.netlify.app) Jupyter Book.\n",
+    "\n",
+    "Following your overview, tell your reader what concepts, packages, or other background information they'll **need** before learning your material. Tie this explicitly with links to other pages here in Foundations or to relevant external resources. Remove this body text, then populate the Markdown table, denoted in this cell with `|` vertical brackets, below, and fill out the information following. In this table, lay out prerequisite concepts by explicitly linking to other Foundations material or external resources, or describe generally helpful concepts.\n",
+    "\n",
+    "Label the importance of each concept explicitly as **helpful/necessary**.\n",
+    "\n",
+    "| Concepts | Importance | Notes |\n",
+    "| --- | --- | --- |\n",
+    "| [Intro to Cartopy](https://foundations.projectpythia.org/core/cartopy/cartopy.html) | Necessary | |\n",
+    "| [Understanding of NetCDF](https://foundations.projectpythia.org/core/data-formats/netcdf-cf.html) | Helpful | Familiarity with metadata structure |\n",
+    "| Project management | Helpful | |\n",
+    "\n",
+    "- **Time to learn**: estimate in minutes. For a rough idea, use 5 mins per subsection, 10 if longer; add these up for a total. Safer to round up and overestimate.\n",
+    "- **System requirements**:\n",
+    "    - Populate with any system, version, or non-Python software requirements if necessary\n",
+    "    - Otherwise use the concepts table above and the Imports section below to describe required packages as necessary\n",
+    "    - If no extra requirements, remove the **System requirements** point altogether"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Imports\n",
+    "Begin your body of content with another `---` divider before continuing into this section, then remove this body text and populate the following code cell with all necessary Python imports **up-front**:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import sys"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Your first content section"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "This is where you begin your first section of material, loosely tied to your objectives stated up front. Tie together your notebook as a narrative, with interspersed Markdown text, images, and more as necessary,"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Hello world!\n"
+     ]
+    }
+   ],
+   "source": [
+    "# as well as any and all of your code cells\n",
+    "print(\"Hello world!\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### A content subsection\n",
+    "Divide and conquer your objectives with Markdown subsections, which will populate the helpful navbar in Jupyter Lab and here on the Jupyter Book!"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# some subsection code\n",
+    "new = \"helpful information\""
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Another content subsection\n",
+    "Keep up the good work! A note, *try to avoid using code comments as narrative*, and instead let them only exist as brief clarifications where necessary."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Your second content section\n",
+    "Here we can move on to our second objective, and we can demonstrate"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Subsection to the second section\n",
+    "\n",
+    "#### a quick demonstration\n",
+    "\n",
+    "##### of further and further\n",
+    "\n",
+    "###### header levels"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "as well $m = a * t / h$ text! Similarly, you have access to other $\\LaTeX$ equation [**functionality**](https://jupyter-notebook.readthedocs.io/en/stable/examples/Notebook/Typesetting%20Equations.html) via MathJax (demo below from link),\n",
+    "\n",
+    "\\begin{align}\n",
+    "\\dot{x} & = \\sigma(y-x) \\\\\n",
+    "\\dot{y} & = \\rho x - y - xz \\\\\n",
+    "\\dot{z} & = -\\beta z + xy\n",
+    "\\end{align}"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Check out [**any number of helpful Markdown resources**](https://www.markdownguide.org/basic-syntax/) for further customizing your notebooks and the [**Jupyter docs**](https://jupyter-notebook.readthedocs.io/en/stable/examples/Notebook/Working%20With%20Markdown%20Cells.html) for Jupyter-specific formatting information. Don't hesitate to ask questions if you have problems getting it to look *just right*."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Last Section\n",
+    "\n",
+    "If you're comfortable, and as we briefly used for our embedded logo up top, you can embed raw html into Jupyter Markdown cells (edit to see):"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "<div class=\"admonition alert alert-info\">\n",
+    "    <p class=\"admonition-title\" style=\"font-weight:bold\">Info</p>\n",
+    "    Your relevant information here!\n",
+    "</div>"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Feel free to copy this around and edit or play around with yourself. Some other `admonitions` you can put in:"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "<div class=\"admonition alert alert-success\">\n",
+    "    <p class=\"admonition-title\" style=\"font-weight:bold\">Success</p>\n",
+    "    We got this done after all!\n",
+    "</div>"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "<div class=\"admonition alert alert-warning\">\n",
+    "    <p class=\"admonition-title\" style=\"font-weight:bold\">Warning</p>\n",
+    "    Be careful!\n",
+    "</div>"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "<div class=\"admonition alert alert-danger\">\n",
+    "    <p class=\"admonition-title\" style=\"font-weight:bold\">Danger</p>\n",
+    "    Scary stuff be here.\n",
+    "</div>"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "We also suggest checking out Jupyter Book's [brief demonstration](https://jupyterbook.org/content/metadata.html#jupyter-cell-tags) on adding cell tags to your cells in Jupyter Notebook, Lab, or manually. Using these cell tags can allow you to [customize](https://jupyterbook.org/interactive/hiding.html) how your code content is displayed and even [demonstrate errors](https://jupyterbook.org/content/execute.html#dealing-with-code-that-raises-errors) without altogether crashing our loyal army of machines!"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Summary\n",
+    "Add one final `---` marking the end of your body of content, and then conclude with a brief single paragraph summarizing at a high level the key pieces that were learned and how they tied to your objectives. Look to reiterate what the most important takeaways were.\n",
+    "\n",
+    "### What's next?\n",
+    "Let Jupyter book tie this to the next (sequential) piece of content that people could move on to down below and in the sidebar. However, if this page uniquely enables your reader to tackle other nonsequential concepts throughout this book, or even external content, link to it here!"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Resources and references\n",
+    "Finally, be rigorous in your citations and references as necessary. Give credit where credit is due. Also, feel free to link to relevant external material, further reading, documentation, etc. Then you're done! Give yourself a quick review, a high five, and send us a pull request. A few final notes:\n",
+    " - `Kernel > Restart Kernel and Run All Cells...` to confirm that your notebook will cleanly run from start to finish\n",
+    " - `Kernel > Restart Kernel and Clear All Outputs...` before committing your notebook, our machines will do the heavy lifting\n",
+    " - Take credit! Provide author contact information if you'd like; if so, consider adding information here at the bottom of your notebook\n",
+    " - Give credit! Attribute appropriate authorship for referenced code, information, images, etc.\n",
+    " - Only include what you're legally allowed: **no copyright infringement or plagiarism**\n",
+    " \n",
+    "Thank you for your contribution!"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.8"
+  },
+  "nbdime-conflicts": {
+   "local_diff": [
+    {
+     "diff": [
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+       "diff": [
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+         "op": "addrange",
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+          "Python 3"
+         ]
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+       ],
+       "key": "display_name",
+       "op": "patch"
+      }
+     ],
+     "key": "kernelspec",
+     "op": "patch"
+    }
+   ],
+   "remote_diff": [
+    {
+     "diff": [
+      {
+       "diff": [
+        {
+         "key": 0,
+         "op": "addrange",
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+          "Python3"
+         ]
+        },
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+         "length": 1,
+         "op": "removerange"
+        }
+       ],
+       "key": "display_name",
+       "op": "patch"
+      }
+     ],
+     "key": "kernelspec",
+     "op": "patch"
+    }
+   ]
+  },
+  "toc-autonumbering": false
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/notebooks/location_coords.txt b/notebooks/location_coords.txt
new file mode 100644
index 0000000..9453fc2
--- /dev/null
+++ b/notebooks/location_coords.txt
@@ -0,0 +1,21 @@
+name, latitude, longitude
+arecibo, 18.3441, -66.7527
+boulder, 40.0150, -105.2705
+boston, 42.3601, -71.0589
+red woods, 41.4017, -124.0417
+houston, 29.5518, -95.0982
+greenwich, 51.4934, 0.0098
+svalbard, 77.8750, 20.9752
+mcmurdo, -77.5000, 165.000
+cairo, 30.0444, 31.2357
+johannesburg, -26.2056, 28.0337
+stonehedge, 51.1789, -1.8262
+machu picchu, -13.1632, -72.5453
+cape canaveral, 28.3922, -80.6077
+uluru, -25.3444, 131.0369
+tunguska event, 60.5411, 101.5435
+hanle, 32.7908, 79.0002
+reykjavík, 64.1470, -21.9408
+al-qarawiyyin, 34.0649, -4.9734
+zambezi, -18.3414, 36.2813
+timbuktu, 16.7666, -3.0026