{ "cells": [ { "cell_type": "markdown", "id": "6a425f0c-69df-4f8f-8cc7-870ef4136653", "metadata": {}, "source": [ "# Assignment 1 \n", "\n", "**Due Wednesday September 6 2023** (at start of class, or submitted electronically via Brightspace before class)\n", "\n", "Points per question: 5\n", "\n", "Total points: 30" ] }, { "cell_type": "markdown", "id": "7b141570-f5a2-4e2d-932e-0a1538488170", "metadata": {}, "source": [ "## Question 1\n", "\n", "(_Problem 1.2 of the text_) From Fig. 1.2, estimate the pressure at 10,000 m altitude, which is a typical cruising altitude for transcontinental airliners. About what fraction of the atmosphere’s mass is below you when you are at that altitude, given that average sea level pressure is 1013 hPa?\r\n" ] }, { "cell_type": "markdown", "id": "d331cf57-37f5-4ca6-bb80-f05ab7da5298", "metadata": {}, "source": [ "## Question 2\n", "\n", "(_Problem 1.3 of the text_) In Fig. 1.2a, the relationship between pressure and altitude is well approximated by a straight line. Because the pressure axis is logarithmic and the altitude axis is linear, this implies a mathematical relationship of the form:\n", "\n", "$$p\\left(z\\right)\\approx p_0\\exp{\\left(-z/H\\right)}$$\n", "\n", "where $p_0$ is the surface pressure and $H$ is called the scale height. From the figure, use the endpoints of the shaded area to estimate the average scale height.\n" ] }, { "cell_type": "markdown", "id": "50f6d6c4-deec-4572-af31-15508375b149", "metadata": {}, "source": [ "## Question 3\n", "\n", "(_Problem 1.5 of the text_) On a particular day in Wisconsin, the pressure levels of 850 hPa and 700 hPa are found at altitudes of 1425 m and 2982 meters, respectively, and the corresponding temperatures are 3.8ºC and -2.9ºC. Determine the average lapse rate in degrees (to the nearest tenth) per kilometer." ] }, { "cell_type": "markdown", "id": "d18aa9b6-15f7-41e1-a8e2-ea64b5eda971", "metadata": {}, "source": [ "## Question 4\n", "\n", "_(Based on Problem 1.6 of the text)_ \n", "\n", "For this exercise you will need to acess the University of Wyoming's \"Atmospheric Soundings\" website at (which, amazingly, still works exactly the same way today as it did when the book was published in 2008).\n", "\n", "Choose any region of the world and locate (but don't click on) an upper air station of your choice. Also decide what date and time you are going to analyze. You may pick any date at all, for example:\n", "- the latest observation (today)\n", "- the date of an interesting weather event you remember\n", "- your last birthday\n", "- the day your dog was born\n", "\n", "(a) Record the date, time, and station ID you will be using. Also provide a very brief justification (in words) for why you picked that station, date, and time.\n", "\n", "(b) Select `GIF: to 10 mb` as the type of plot. Click on your chosen station and view the profile of temperature (heavy line on the right). Visually attempt to identify the tropopause, and estimate its height to the nearest 0.1 km from the height labels appearing just inside the left border of the plot. If the sounding terminates before reaching an obvious tropopause, then choose a different station or time for this exercise and note the change.\n", "\n", "(c) Return to the main page, and this time select `Text: List` as the type of plot. Find the height and temperature at the surface level in the sounding. Also find the height and temperature at the 500 hPa level, if present; otherwise, use the highest available level. Use these data to determing the average lapse rate to the nearest 0.1 K/km between the two levels.\n", "\n", "(d) Determine whether any inversions are found within the troposphere. If so, given their altitude and the magnitude of the temperature increase." ] }, { "cell_type": "markdown", "id": "b0c6965c-cabf-44ba-b719-99bfdd67bb63", "metadata": {}, "source": [ "## Question 5\n", "\n", "(_Problem 1.7 of the text_) On a particular day in International Falls, Minnesota, the temperature is -4ºF and the wind speed is 10 knots. Determine the wind chill temperatures in degrees Fahrenheit, to the nearest degree." ] }, { "cell_type": "markdown", "id": "a16d8d58-dab3-4c4c-ab13-2a62578d8e91", "metadata": {}, "source": [ "## Question 6\n", "\n", "(_Based on Problem 1.8 of the text_) Use the attached skew-T chart below (which includes only isobars and isotherms) to **plot by hand** the following simplified temperature profile:\n", "\n", "| pressure (hPa) | temperature (ºC) |\n", "| ----------- | ----------- |\n", "| 1014 | 20.0 |\n", "| 980 | 20.3 |\n", "| 878 | 17.6 |\n", "| 830 | 19.0 |\n", "| 500 | -11.5 |\n", "| 400 | -25.1 |\n", "| 267 | -46.1 |\n", "| 213 | -49.1 |\n", "| 142 | -67.5 |\n", "| 100 | -72.7 |" ] }, { "cell_type": "markdown", "id": "855bd6b5-5fa7-4d4f-8c41-211d4ff43670", "metadata": {}, "source": [ "_You can ignore the code here! It's just used to generate the blank chart that I want you to plot on by hand._" ] }, { "cell_type": "code", "execution_count": 1, "id": "998b5adc-064d-4c04-ae3b-9b78e1bb97d9", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "from metpy.plots import Hodograph, SkewT\n", "fig = plt.figure(figsize=(10, 14))\n", "skew = SkewT(fig, rotation=40)\n", "skew.ax.set_xlabel('Temperature [ºC]')\n", "skew.ax.set_ylabel('Pressure [hPa]');" ] }, { "cell_type": "code", "execution_count": null, "id": "067ed649-147c-44a8-9774-088221b14945", "metadata": {}, "outputs": [], "source": [] } ], "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": "3.11.4" } }, "nbformat": 4, "nbformat_minor": 5 }