{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Working with HOT data (cont'd)\n",
"\n",
"----------\n",
"\n",
"Lecture notes from Friday, Feb 18\n",
"\n",
"----------\n",
"\n",
"We saw in the previous classes how to deal with data of a single variable, sea level as a function of time, and how to make some line plots. We will now deal with data in two dimensions: time and space (in this case depth). To visualize these types of data we will use contour plots, with values contoured (or color-shaded) on a grid with depth along one axis and time on the other.\n",
"\n",
"But first, let's continue to work with line plots and see more features of pandas DataFrames. A data set containing a summary of surface values from HOT is avaiable at https://hahana.soest.hawaii.edu/hot/products/HOT_surface_CO2.txt We will use this to do some line plotting.\n",
"\n",
"The next set of data come from one of the two HOT sites: https://hahana.soest.hawaii.edu/hot/ in the data archive for CTD: ftp://ftp.soest.hawaii.edu/hot/ctd/year1_31ctd.dat and we will use this to look at contour plots.\n",
"\n",
"First, as usual, we import our needed functions:"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"import numpy as np\n",
"import pandas as pd\n",
"import matplotlib.pyplot as plt\n",
"import scipy.stats as sp"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 1. Line plots\n",
"\n",
"The first data set is called \"HOT_surface_CO2.txt\" and can be found at http://hahana.soest.hawaii.edu/hot/products/products.html. The dataset was by John Dore (jdore@montana.edu) and can be cited as:\n",
"\n",
"Dore, J.E., R. Lukas, D.W. Sadler, M.J. Church, and D.M. Karl. 2009. Physical and biogeochemical modulation of ocean acidification in the central North Pacific. Proc Natl Acad Sci USA 106:12235-12240.\n",
"\n",
"There is also documentation (HOT_surface_CO2_readme.pdf) at http://hahana.soest.hawaii.edu/hot/products/products.html\n",
"\n",
"The data are laid out in an ASCII table, so we can use pandas read_csv to read them in and put them in a DataFrame. Note that the file has header information at the top, so we will skip that (header=7 to skip the top seven lines). Note also that the file has column headings, so we can read them directly. Remember the tide gauge data had none, so we manually created it; here we just read it and the DataFrame will use it as the column headings. Finally, this file is __not__ comma separated, but __white space__ separated (data columns are separated by a different number of white spaces)."
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"URL = 'https://hahana.soest.hawaii.edu/hot/products/HOT_surface_CO2.txt'\n",
"HOT_surface = pd.read_csv(URL,header=7, delim_whitespace=True)"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"
"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# Get the CO2 data from NOAA\n",
"URL = 'https://www.esrl.noaa.gov/gmd/aftp/data/trace_gases/co2/in-situ/surface/mlo/co2_mlo_surface-insitu_1_ccgg_MonthlyData.txt'\n",
"CO2_data = pd.read_csv(URL,delim_whitespace=True,header=150)\n",
"CO2_data.head()\n",
"\n",
"# make datetime; note a little more tricky this time\n",
"year = (CO2_data['time_decimal'].astype(int))\n",
"doy = ( CO2_data['time_decimal'] - CO2_data['time_decimal'].astype(int) ) * 365.25\n",
"CO2_date = pd.to_datetime(year*1000+doy+1, format = '%Y%j')\n",
"CO2_data = CO2_data.replace(-999.99, np.nan)\n",
"CO2_data['date'] = CO2_date\n",
"plt.plot(CO2_data['date'],CO2_data['value'])\n",
"plt.plot(HOT_surface['date'],HOT_surface['pHmeas_insitu']);"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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\n",
"text/plain": [
"
"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"fig, ax1 = plt.subplots( figsize = (12,12) )\n",
"plt.title('CO2 Time Series in the North Pacific Ocean')\n",
"\n",
"# 1. make first plot, CO2 (atm and ocean) as ax1\n",
"ax1.set_xlabel('Year')\n",
"ax1.set_ylabel('CO2 (ppm)')\n",
"ax1.plot(CO2_data['date'], CO2_data['value'], marker = 'd', color='red',label='Mauna Loa CO2 (ppmv)')\n",
"#ax1.tick_params(axis='y', labelcolor='red')\n",
"ax1.plot(HOT_surface['date'], HOT_surface['pCO2calc_insitu'], \n",
" marker = 'd', color='blue',label='ALOHA Seawater pCO2')\n",
"ax1.set_ylim(275, 400)\n",
"ax1.legend()\n"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"
"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# We have a figure, but we have quite a few parameters to change:\n",
"# 1. add titles and labels\n",
"# 2. use same x-axis but different y-axis so we can see the variability\n",
"# - we will define two axis objects, ax1 and ax2 and reference these\n",
"# 3. add legend\n",
"# - use plot object to get this\n",
"\n",
"fig, ax1 = plt.subplots( figsize = (12,12) )\n",
"plt.title('CO2 Time Series in the North Pacific Ocean')\n",
"\n",
"# 1. make first plot, CO2 (atm and ocean) as ax1\n",
"ax1.set_xlabel('Year')\n",
"ax1.set_ylabel('CO2 (ppm)')\n",
"ax1.plot(CO2_data['date'], CO2_data['value'], marker = 'd', color='red',label='Mauna Loa CO2 (ppmv)')\n",
"#ax1.tick_params(axis='y', labelcolor='red')\n",
"ax1.plot(HOT_surface['date'], HOT_surface['pCO2calc_insitu'], \n",
" marker = 'd', color='blue',label='ALOHA Seawater pCO2')\n",
"ax1.set_ylim(275, 400)\n",
"ax1.legend()\n",
"\n",
"# 2. instantiate a second axes that shares the same x-axis\n",
"ax2 = ax1.twinx()\n",
"ax2.set_ylabel('pH')\n",
"ax2.plot(HOT_surface['date'], HOT_surface['pHmeas_insitu'], \n",
" marker = 'd', color='cyan',label='ALOHA Seawater pH')\n",
"#ax2.tick_params(axis='y', labelcolor='cyan')\n",
"ax2.set_ylim(8.03, 8.38)\n",
"ax2.legend();"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"
"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"fig, ax1 = plt.subplots( figsize = (12,12) )\n",
"plt.title('CO2 Time Series in the North Pacific Ocean')\n",
"\n",
"# 1. make first plot, CO2 (atm and ocean) as ax1\n",
"ax1.set_xlabel('Year')\n",
"ax1.set_ylabel('CO2 (ppm)')\n",
"ax1.plot(CO2_data['date'], CO2_data['value'], marker = 'd', color='red', label='Mauna Loa CO2 (ppmv)')\n",
"ax1.plot(xf1, yf1, color='black')\n",
"#ax1.tick_params(axis='y', labelcolor='red')\n",
"ax1.plot(HOT_surface['date'], HOT_surface['pCO2calc_insitu'], marker = 'd', color='blue', label='ALOHA Seawater pCO2')\n",
"ax1.plot(xf2, yf2,color='black')\n",
"ax1.set_ylim(275,400)\n",
"ax1.legend()\n",
"\n",
"# 2. instantiate a second axes that shares the same x-axis\n",
"ax2 = ax1.twinx()\n",
"ax2.set_ylabel('pH')\n",
"ax2.plot(HOT_surface['date'], HOT_surface['pHmeas_insitu'], marker = 'd', color='cyan',label='ALOHA Seawater pH')\n",
"ax2.plot(xf3, yf3, color='black')\n",
"#ax2.tick_params(axis='y', labelcolor='cyan')\n",
"ax2.set_ylim(8.03, 8.38)\n",
"ax2.legend();"
]
},
{
"cell_type": "code",
"execution_count": 22,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"
"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# All looks good except legend is broken in two parts\n",
"\n",
"fig, ax1 = plt.subplots( figsize = (12,12) )\n",
"plt.title('CO2 Time Series in the North Pacific Ocean')\n",
"\n",
"# 1. make first plot, CO2 (atm and ocean) as ax1\n",
"ax1.set_xlabel('Year')\n",
"# note here we can color the axis label the same as the line\n",
"ax1.set_ylabel('CO2 (ppm)', color='red')\n",
"ax1.tick_params(axis='y', labelcolor='red')\n",
"\n",
"# save the plot object as lns1 and lns2\n",
"lns1 = ax1.plot(CO2_date, CO2_data['value'], marker = 'd', color='red',label='Mauna Loa CO2 (ppmv)')\n",
"lns2 = ax1.plot(HOT_surface['date'], HOT_surface['pCO2calc_insitu'],marker='d',color='blue',label='ALOHA Seawater pCO2')\n",
"ax1.plot(xf1, yf1,color='black')\n",
"ax1.plot(xf2, yf2,color='black')\n",
"ax1.set_ylim(275,400)\n",
"\n",
"# 2. instantiate a second axes that shares the same x-axis\n",
"ax2 = ax1.twinx()\n",
"ax2.set_ylabel('pH', color='cyan')\n",
"ax2.tick_params(axis='y', labelcolor='cyan', size=16)\n",
"\n",
"# save the third plot object as lns3\n",
"lns3 = ax2.plot(HOT_surface['date'], HOT_surface['pHmeas_insitu'], marker='d',color='cyan',label='ALOHA Seawater pH')\n",
"ax2.plot(xf3, yf3,color='black')\n",
"ax2.set_ylim(8.03, 8.38)\n",
"\n",
"# finally, show the legend based on lns1, lns2 and lns3\n",
"lns = lns1+lns2+lns3\n",
"labs = [l.get_label() for l in lns]\n",
"ax1.legend(lns, labs, loc=0);"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 2. Data with two dimensions (depth and time)\n",
"\n",
"Next, we will look at how to visualize data with an added dimension, depth in this case. We will use contour/color shaded plots. These are a common way to visualize two-dimensional data. You could have, for example, a map of temperature so the x-axis is longitude, the y-axis is latitude, and then the temperature is color-shaded.\n",
"\n",
"There are a few different ways to make such plots in Python, including \"contour\", \"contourf\", \"pcolor\" and \"imshow\". You can find the difference from the Python Matplotlib help pages on the web. First we will go through some generic examples, then try make one from actual HOT data.\n",
"\n",
"\n",
"### 2a. Synthetic data\n",
"Let's start with a simple example. We define a variable, A, that is a function of y and z defined as follows:\n",
"\n",
"y = sin(x)\n",
"\n",
"z = cos(x) "
]
},
{
"cell_type": "code",
"execution_count": 23,
"metadata": {},
"outputs": [],
"source": [
"x = np.array([2, 4, 6])\n",
"y = np.array([1,3,5])"
]
},
{
"cell_type": "code",
"execution_count": 26,
"metadata": {},
"outputs": [],
"source": [
"z = y[:,np.newaxis]*x"
]
},
{
"cell_type": "code",
"execution_count": 27,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[[ 2 4 6]\n",
" [ 6 12 18]\n",
" [10 20 30]]\n"
]
}
],
"source": [
"print(z)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": 28,
"metadata": {},
"outputs": [],
"source": [
"# Recall how we can create a sine/cosine 0 to 2 pi:\n",
"x = np.arange(0, 2*np.pi+0.01, 0.01)\n",
"y = np.sin(x)\n",
"z = np.cos(x)\n",
"\n",
"# We now make a two dimensional (axis), array\n",
"A = y[:, np.newaxis] * z"
]
},
{
"cell_type": "code",
"execution_count": 32,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"execution_count": 32,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"
"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# color levels in plot\n",
"clevs = np.linspace(-0.75, 0.75, 100)\n",
"clevs1 = np.linspace(-0.75, 0.75, 10)\n",
"\n",
"fig, ax = plt.subplots(2,3, figsize = (14,4))\n",
"\n",
"# contourf cuts out data beyond limits normally\n",
"cs0 = ax[0,0].contourf(x, x, A, levels=clevs)\n",
"plt.colorbar(cs0, ax = ax[0,0])\n",
"\n",
"# this can be fixed by extending the color range, \n",
"# which automatically extends the color bar as well when \n",
"# it is called\n",
"cs1 = ax[1,0].contourf(x, x, A, levels=clevs, extend='both')\n",
"plt.colorbar(cs1, ax=ax[1,0])\n",
"\n",
"# contour behaves as contourf does\n",
"cs2 = ax[0,1].contour(x, x, A, levels=clevs1)\n",
"plt.colorbar(cs2, ax=ax[0,1])\n",
"\n",
"# in some cases, it makes more sense to add labels directly\n",
"# to contours instead of a colorbar\n",
"cs3 = ax[1,1].contour(x, x, A, levels=clevs1)\n",
"ax[1,1].clabel(cs3, cs3.levels, inline=True)\n",
"\n",
"# pcolormesh takes limits only, not color levels;\n",
"# it does not cut off data beyond the given limits,\n",
"# but it does not automatically extend the colorbar\n",
"cs4 = ax[0,2].pcolormesh(x, x, A, vmin=-0.75, vmax=0.75, shading='auto')\n",
"plt.colorbar(cs4, ax=ax[0,2])\n",
"\n",
"# that must be done manually\n",
"cs5 = ax[1,2].pcolormesh(x, x, A, vmin=-0.75, vmax=0.75, shading='auto')\n",
"plt.colorbar(cs5, ax=ax[1,2], extend = 'both')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### 2b. HOT data\n",
"\n",
"The second data set we will use is somewhat similar to HOT_surface_CO2: it is an ASCII table with columns separated by white spaces. However, in this case there are no column names, so we will have to add those. The data are available at ftp://ftp.soest.hawaii.edu/hot/ctd/year1_31ctd.dat and there is a copy in our data directory.\n",
"\n",
"Note the data are aligned in an ASCII table, so we can use Pandas read_csv. The columns are day since Jan 1, 1988; depth (m); density; temperature (C); salinity; oxygen. There is a space between the columns, so we will need to specify that as the delimiter."
]
},
{
"cell_type": "code",
"execution_count": 35,
"metadata": {},
"outputs": [],
"source": [
"# Download the data from the web site, and read it in. Note we need to\n",
"# specify that the column separater is white space (not commas)\n",
"# Like last time, we can specify the column titles since there are none\n",
"# in the file itself\n",
"column_names = ['day', 'depth', 'density', 'temperature', 'salinity', 'oxygen']\n",
"hot_ctd = pd.read_csv('../data/HOTyears01_31ctd.dat', header = None, delim_whitespace = True, names = column_names)"
]
},
{
"cell_type": "code",
"execution_count": 36,
"metadata": {},
"outputs": [
{
"data": {
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density
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temperature
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salinity
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oxygen
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0
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305
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224.75
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305
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35.2076
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"text/plain": [
" day depth density temperature salinity oxygen\n",
"0 305 0 -23.125200 26.269300 35.2335 224.00\n",
"1 305 -2 -23.118516 26.270650 35.2252 226.20\n",
"2 305 -4 -23.104949 26.272301 35.2079 224.75\n",
"3 305 -6 -23.105681 26.269251 35.2076 215.70\n",
"4 305 -8 -23.107977 26.266502 35.2095 218.00"
]
},
"execution_count": 36,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"hot_ctd.head()"
]
},
{
"cell_type": "code",
"execution_count": 37,
"metadata": {},
"outputs": [],
"source": [
"# The time is given as \"days since January 1, 1988\", but we can easily\n",
"# change this to a more proper date with datatime\n",
"date = pd.to_datetime(hot_ctd['day'], origin = '01-01-1988', unit='d')"
]
},
{
"cell_type": "code",
"execution_count": 38,
"metadata": {},
"outputs": [],
"source": [
"# Let's now add this variable to the dataframe, and make it the index\n",
"hot_ctd['date'] = date\n",
"hot_ctd = hot_ctd.set_index('date')"
]
},
{
"cell_type": "code",
"execution_count": 39,
"metadata": {},
"outputs": [
{
"data": {
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