{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "March 20, 2025\n", "\n", "Downloaded humidity and wind data over this period of time for LVK from the [National Weather Service](https://www.weather.gov/wrh/timeseries?site=klvk)." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import pandas as pd\n", "# from datetime import datetime\n", "import matplotlib.pyplot as plt\n", "import matplotlib.dates as mdates\n", "\n", "from horemheb.paths import data_dir\n", "\n", "#from pathlib import Path\n" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "humid_file = data_dir / \"chart_LVK_temp_dew_humid_jan_mar_2025.csv\"\n", "wind_file = data_dir / \"chart_LVK_wind_gust_dir_jan_mar_2025.csv\"\n", "\n", "dfh = pd.read_csv(humid_file)\n", "dfw = pd.read_csv(wind_file)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
| \n", " | DateTime | \n", "Temperature | \n", "Dew Point | \n", "Relative Humidity | \n", "
|---|---|---|---|---|
| 0 | \n", "2024-12-31 16:53:00 | \n", "10.6 | \n", "-0.70 | \n", "45.80 | \n", "
| 1 | \n", "2024-12-31 17:53:00 | \n", "8.3 | \n", "0.51 | \n", "58.32 | \n", "
| 2 | \n", "2024-12-31 18:53:00 | \n", "8.3 | \n", "0.51 | \n", "58.32 | \n", "
| 3 | \n", "2024-12-31 19:53:00 | \n", "7.8 | \n", "1.63 | \n", "65.31 | \n", "
| 4 | \n", "2024-12-31 20:53:00 | \n", "7.8 | \n", "1.63 | \n", "65.31 | \n", "
| ... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "
| 1826 | \n", "2025-03-19 12:53:00 | \n", "14.4 | \n", "3.22 | \n", "47.24 | \n", "
| 1827 | \n", "2025-03-19 13:53:00 | \n", "15.0 | \n", "4.32 | \n", "49.10 | \n", "
| 1828 | \n", "2025-03-19 14:53:00 | \n", "16.7 | \n", "5.53 | \n", "47.90 | \n", "
| 1829 | \n", "2025-03-19 15:53:00 | \n", "15.6 | \n", "6.03 | \n", "53.18 | \n", "
| 1830 | \n", "2025-03-19 16:53:00 | \n", "14.4 | \n", "2.71 | \n", "45.59 | \n", "
1831 rows × 4 columns
\n", "| \n", " | DateTime | \n", "Wind Speed | \n", "Gust | \n", "Direction | \n", "
|---|---|---|---|---|
| 0 | \n", "2024-12-31 16:53:00 | \n", "11 | \n", "NaN | \n", "70 | \n", "
| 1 | \n", "2024-12-31 17:53:00 | \n", "7 | \n", "NaN | \n", "70 | \n", "
| 2 | \n", "2024-12-31 18:53:00 | \n", "0 | \n", "NaN | \n", "0 | \n", "
| 3 | \n", "2024-12-31 19:53:00 | \n", "6 | \n", "NaN | \n", "70 | \n", "
| 4 | \n", "2024-12-31 20:53:00 | \n", "9 | \n", "NaN | \n", "40 | \n", "
| ... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "
| 1826 | \n", "2025-03-19 12:53:00 | \n", "6 | \n", "NaN | \n", "230 | \n", "
| 1827 | \n", "2025-03-19 13:53:00 | \n", "9 | \n", "NaN | \n", "230 | \n", "
| 1828 | \n", "2025-03-19 14:53:00 | \n", "7 | \n", "NaN | \n", "280 | \n", "
| 1829 | \n", "2025-03-19 15:53:00 | \n", "24 | \n", "NaN | \n", "300 | \n", "
| 1830 | \n", "2025-03-19 16:53:00 | \n", "20 | \n", "NaN | \n", "290 | \n", "
1831 rows × 4 columns
\n", "