{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Notebook to plot EEL sections" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "*Add description of the project here*" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Import libraries" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import pandas as pd\n", "import xarray as xr\n", "import matplotlib.pyplot as plt\n", "\n", "#plt.style.use('dark_background')\n", "\n", "%matplotlib inline\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Variables" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "pathdir = '../data/raw/csv_ctdgrid'\n", "colsec = 'royalblue'\n", "colvec = 'salmon'\n", "colellipse = 'limegreen'" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1. Load and Prep. data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 1.1 Load data into DataFrame" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "file4 = pathdir+'/'+'EELCTDandLADCP_3Dfield.csv'\n", "dflad = pd.read_csv(file4,sep=',', index_col=None, \n", " header=0).drop(columns=['Vladcpalong'])\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### 1.1.1 Sort data format and variable name" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", " | CruiseID | \n", "Year | \n", "Staname | \n", "Refdist | \n", "Depth | \n", "PTMP | \n", "PSAL | \n", "Sigma0 | \n", "Vrel | \n", "Vladcp | \n", "Vabs | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "d22396 | \n", "1996 | \n", "14G | \n", "1180 | \n", "25 | \n", "13.111862 | \n", "35.194 | \n", "26.521 | \n", "0.071 | \n", "-0.013 | \n", "0.055 | \n", "
1 | \n", "d22396 | \n", "1996 | \n", "14G | \n", "1180 | \n", "35 | \n", "13.084566 | \n", "35.192 | \n", "26.525 | \n", "0.070 | \n", "0.006 | \n", "0.055 | \n", "
2 | \n", "d22396 | \n", "1996 | \n", "14G | \n", "1180 | \n", "45 | \n", "12.935832 | \n", "35.184 | \n", "26.547 | \n", "0.071 | \n", "0.011 | \n", "0.055 | \n", "
3 | \n", "d22396 | \n", "1996 | \n", "14G | \n", "1180 | \n", "55 | \n", "12.398809 | \n", "35.189 | \n", "26.655 | \n", "0.070 | \n", "0.031 | \n", "0.054 | \n", "
4 | \n", "d22396 | \n", "1996 | \n", "14G | \n", "1180 | \n", "65 | \n", "11.861810 | \n", "35.195 | \n", "26.764 | \n", "0.064 | \n", "0.067 | \n", "0.048 | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "
57865 | \n", "dy078 | \n", "2017 | \n", "IB22S | \n", "13 | \n", "65 | \n", "7.941110 | \n", "35.064 | \n", "27.333 | \n", "-0.053 | \n", "0.014 | \n", "-0.005 | \n", "
57866 | \n", "dy078 | \n", "2017 | \n", "IB22S | \n", "13 | \n", "75 | \n", "7.915402 | \n", "35.068 | \n", "27.340 | \n", "-0.052 | \n", "-0.021 | \n", "-0.004 | \n", "
57867 | \n", "dy078 | \n", "2017 | \n", "IB22S | \n", "13 | \n", "85 | \n", "7.891565 | \n", "35.074 | \n", "27.349 | \n", "-0.052 | \n", "-0.021 | \n", "-0.004 | \n", "
57868 | \n", "dy078 | \n", "2017 | \n", "IB22S | \n", "13 | \n", "95 | \n", "7.856688 | \n", "35.077 | \n", "27.356 | \n", "-0.051 | \n", "-0.034 | \n", "-0.004 | \n", "
57869 | \n", "dy078 | \n", "2017 | \n", "IB22S | \n", "13 | \n", "105 | \n", "7.833815 | \n", "35.079 | \n", "27.361 | \n", "-0.051 | \n", "-0.034 | \n", "-0.003 | \n", "
57870 rows × 11 columns
\n", "\n", " | \n", " | \n", " | ptmp | \n", "psal | \n", "sigma0 | \n", "Vrel | \n", "Vladcp | \n", "Vabs | \n", "
---|---|---|---|---|---|---|---|---|
refdist | \n", "year | \n", "depth | \n", "\n", " | \n", " | \n", " | \n", " | \n", " | \n", " |
13 | \n", "2005 | \n", "15 | \n", "8.815 | \n", "35.020 | \n", "27.163 | \n", "-0.005 | \n", "0.107 | \n", "0.065 | \n", "
25 | \n", "8.827 | \n", "35.041 | \n", "27.178 | \n", "-0.000 | \n", "0.101 | \n", "0.070 | \n", "||
35 | \n", "8.783 | \n", "35.073 | \n", "27.210 | \n", "0.003 | \n", "0.086 | \n", "0.073 | \n", "||
45 | \n", "8.736 | \n", "35.080 | \n", "27.222 | \n", "0.006 | \n", "0.068 | \n", "0.076 | \n", "||
55 | \n", "8.733 | \n", "35.098 | \n", "27.237 | \n", "0.008 | \n", "0.055 | \n", "0.078 | \n", "||
... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "
1242 | \n", "2017 | \n", "75 | \n", "9.571 | \n", "35.155 | \n", "27.146 | \n", "0.011 | \n", "0.130 | \n", "0.140 | \n", "
85 | \n", "9.472 | \n", "35.173 | \n", "27.177 | \n", "0.008 | \n", "0.135 | \n", "0.137 | \n", "||
95 | \n", "9.465 | \n", "35.221 | \n", "27.215 | \n", "0.005 | \n", "0.129 | \n", "0.134 | \n", "||
105 | \n", "9.538 | \n", "35.264 | \n", "27.237 | \n", "0.002 | \n", "0.106 | \n", "0.131 | \n", "||
115 | \n", "9.532 | \n", "35.273 | \n", "27.245 | \n", "-0.000 | \n", "0.087 | \n", "0.129 | \n", "
57870 rows × 6 columns
\n", "