{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Satellite data (part 2)\n", "----\n", "J. Potemra\n", "April 2022\n", "\n", "----" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Outline\n", "In this notebook we will look at a variety of satellite data and apply these data to different questions. We will first start with sea level as measured by altimetry and do some comparisons to tide gauge data. Next, we'll have a look at surface temperature and try do some trend analysis. After that, we'll have a look at scatterometer winds and compute Ekman currents. Finally, we'll have a look at ocean ocean." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# 1. Satellite data: Sea level\n", "\n", "In this exercise we will try to access and plot satellite-derived data. To make things even more flexible, we will read data from remote data services (_i.e._, there will be no need to access data on the SOEST disks or download anything to your local machine). As mentioned before, NASA PO.DAAC, the APDRC and PacIOOS are all good places to look for data:\n", "\n", " * https://thredds.jpl.nasa.gov/thredds/catalog.html\n", " * http://apdrc.soest.hawaii.edu/data/data.php\n", " * https://pacioos.org/thredds\n", "\n", "Additionally, we will make use of the mapping functions within cartopy. This is just one way to draw coastlines; GeoPandas and matplotlib are two others." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As usual, the first thing we want to do is import all the necessary packages:\n", "" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "# load array utils\n", "import numpy as np\n", "\n", "# load in plotting rountines\n", "import matplotlib.pyplot as plt\n", "# this for colormaps\n", "from matplotlib import cm\n", "\n", "# add mapping routines\n", "import cartopy.crs as ccrs\n", "import cartopy.feature as cf\n", "import matplotlib.ticker as mticker\n", "from cartopy.mpl.gridliner import LONGITUDE_FORMATTER, LATITUDE_FORMATTER\n", "\n", "# import netcdf for working with OPeNDAP files\n", "import netCDF4 as nc\n", "\n", "# import pandas for data handling and dates\n", "import pandas as pd\n", "\n", "# import datetime for date handling\n", "import datetime as dt" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1A. Plot map of sea level from AVISO at particular time\n", "In this first example we'll try make a plot of sea level anomalies from satellite altimeter, specifically the AVISO product. We can get the proper URL from the JPL PO.DAAC server." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "# specify the URL to the data set, then create data object\n", "URL = 'https://thredds.jpl.nasa.gov/thredds/dodsC/ncml_aggregation/SeaSurfaceTopography/aviso/dynamic_topo_1deg_1mo/zos_AVISO_L4_199210-201012.nc'\n", "file = nc.Dataset(URL)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "{'time': \n", "float64 time(time)\n", " bounds: time_bnds\n", " units: days since 1950-01-01 00:00:00\n", " calendar: standard\n", " axis: T\n", " long_name: time\n", " standard_name: time\n", "unlimited dimensions: time\n", "current shape = (219,)\n", "filling off, 'time_bnds': \n", "float64 time_bnds(time, bnds)\n", "unlimited dimensions: time\n", "current shape = (219, 2)\n", "filling off, 'lat': \n", "float64 lat(lat)\n", " bounds: lat_bnds\n", " units: degrees_north\n", " axis: Y\n", " long_name: latitude\n", " standard_name: latitude\n", "unlimited dimensions: \n", "current shape = (180,)\n", "filling off, 'lat_bnds': \n", "float64 lat_bnds(lat, bnds)\n", "unlimited dimensions: \n", "current shape = (180, 2)\n", "filling off, 'lon': \n", "float64 lon(lon)\n", " bounds: lon_bnds\n", " units: degrees_east\n", " axis: X\n", " long_name: longitude\n", " standard_name: longitude\n", "unlimited dimensions: \n", "current shape = (360,)\n", "filling off, 'lon_bnds': \n", "float64 lon_bnds(lon, bnds)\n", "unlimited dimensions: \n", "current shape = (360, 2)\n", "filling off, 'zos': \n", "float32 zos(time, lat, lon)\n", " standard_name: sea_surface_height_above_geoid\n", " long_name: Sea Surface Height Above Geoid\n", " units: m\n", " original_name: maps_of_absolute_dynamic_topography\n", " history: 2011-02-11, 12:02:38, AVISO, Aviso2Cmor 2009-01-01 2009-12-31 2011-08-24T20:50:25Z altered by CMOR: Converted units from 'cm' to 'm'. 2011-08-24T20:50:25Z altered by CMOR: Converted type from 'd' to 'f'.\n", " original_units: cm\n", " cell_methods: time: mean\n", " cell_measures: area: areacello\n", " missing_value: 1e+20\n", " _FillValue: 1e+20\n", " associated_files: baseURL: http://cmip-pcmdi.llnl.gov/CMIP5/dataLocation gridspecFile: gridspec_ocean_fx_Obs-AVISO_obs_r0i0p0.nc areacello: areacello_fx_Obs-AVISO_obs_r0i0p0.nc\n", "unlimited dimensions: time\n", "current shape = (219, 180, 360)\n", "filling off}\n" ] } ], "source": [ "# We can optionally print out the variables and metadata in the file\n", "print(file.variables)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "# Next, as an example, let's extract data for a specific time, e.g.,\n", "# extract lat, lon, and sea level anomaly at time=1\n", "sat_lat = file.variables['lat'][:]\n", "sat_lon = file.variables['lon'][:]\n", "sat_time = file.variables['time'][:]\n", "sat_sea_level = file.variables['zos'][1,:,:]\n", "\n", "# NOTE: it's usually good practice to \"close\" the file after done\n", "# extracting. To do this:\n", "#file.close()\n", "# but we will be needing this later, so I'll leave this commented out." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Now let's make a quick plot to see what we have\n", "fig=plt.figure( figsize = (12, 8) )\n", "plt.contourf(sat_lon, sat_lat, sat_sea_level, 50)\n", "plt.colorbar(orientation='horizontal');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Side note about time\n", "\n", "In this example, we arbitrarily choose time index 1 (_i.e._, the SECOND time-step). How can we determine what date this corresponds to? And, maybe we want to select a different time, but not on index but on date. How can we do this?\n", "\n", "It turns out the file does have metadata that tells us how the time (number) corresponds to a date. We can use this, and the datetime function to convert." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "days since 1950-01-01 00:00:00\n" ] } ], "source": [ "# first, let's have a look at the units on the variable time:\n", "\n", "print(file.variables['time'].units)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "the first time is 15629.5\n", "the last time is 22264.5\n", "the range is 6636.0\n", "number of times 219\n" ] } ], "source": [ "# and what are the first and last values, difference between \n", "# successive times, and how many are there?\n", "print(\"the first time is \", sat_time[0])\n", "print(\"the last time is \", sat_time[-1])\n", "print(\"the range is \", sat_time[-1]-sat_time[0]+1)\n", "print(\"number of times \", len(sat_time))\n", "#print(sat_time[0],sat_time[-1],sat_time[1]-sat_time[0],len(sat_time))" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "# okay, time is a number from 15,629.5 to 22,264.5 \n", "# that represents \"days since Jan 1, 1950 at 00:00:00\",\n", "# there are 219 of them, and they appear to be monthly\n", "# how to convert to a date?\n", "# the netCDF4 package has a \"num2date\" method, and this\n", "# requires a variable name and unit; we can use this,\n", "# then make a date with Pandas datetime like before (!)\n", "\n", "time_convert = nc.num2date(file.variables['time'],\n", " file.variables['time'].units,\n", " only_use_cftime_datetimes=False)\n", "date = pd.to_datetime(time_convert)" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "DatetimeIndex(['1992-10-16 12:00:00', '1992-11-16 00:00:00',\n", " '1992-12-16 12:00:00', '1993-01-16 12:00:00',\n", " '1993-02-15 00:00:00', '1993-03-16 12:00:00',\n", " '1993-04-16 00:00:00', '1993-05-16 12:00:00',\n", " '1993-06-16 00:00:00', '1993-07-16 12:00:00',\n", " ...\n", " '2010-03-16 12:00:00', '2010-04-16 00:00:00',\n", " '2010-05-16 12:00:00', '2010-06-16 00:00:00',\n", " '2010-07-16 12:00:00', '2010-08-16 12:00:00',\n", " '2010-09-16 00:00:00', '2010-10-16 12:00:00',\n", " '2010-11-16 00:00:00', '2010-12-16 12:00:00'],\n", " dtype='datetime64[ns]', length=219, freq=None)\n" ] } ], "source": [ "print(date)" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "slice(62, 62, None)\n", "1997-12-16 12:00:00\n" ] } ], "source": [ "# We now have a \"proper\" date, how can we search?\n", "# use the \"get_loc\" method on our date\n", "\n", "print(date.get_loc('1997-12-15'))\n", "print(date[62])" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# okay, now let's redo our plot, but now select the 63rd time-step\n", "# that corresponds to December 1997:\n", "sat_sea_level1 = file.variables['zos'][51,:,:]\n", "sat_sea_level2 = file.variables['zos'][62,:,:]\n", "fig=plt.figure( figsize = (12, 8) )\n", "levels = np.linspace(-1.4,1.4,51)\n", "plt.contourf(sat_lon, sat_lat, sat_sea_level2-sat_sea_level1, \n", " 50, vmin = -1.0, vmax = 1.0, cmap = cm.jet)\n", "plt.colorbar(orientation='horizontal')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now let's copy/paste the map drawing code from last time and polish up the plot" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/opt/tljh/user/lib/python3.9/site-packages/cartopy/mpl/gridliner.py:451: UserWarning: The .xlabels_top attribute is deprecated. Please use .top_labels to toggle visibility instead.\n", " warnings.warn('The .xlabels_top attribute is deprecated. Please '\n", "/opt/tljh/user/lib/python3.9/site-packages/cartopy/mpl/gridliner.py:487: UserWarning: The .ylabels_right attribute is deprecated. Please use .right_labels to toggle visibility instead.\n", " warnings.warn('The .ylabels_right attribute is deprecated. Please '\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# draw color-shaded plot with map background\n", "\n", "# set up the figure\n", "fig=plt.figure( figsize = (12, 8) )\n", "\n", "# set projection\n", "ax = plt.axes(projection = ccrs.PlateCarree())\n", "\n", "# color-shade sea level ('data') on same projection\n", "plt.contourf(sat_lon, sat_lat, sat_sea_level2-sat_sea_level1, 50,\n", " vmin=-1.0,vmax=1.0, cmap=cm.jet, transform=ccrs.PlateCarree())\n", "\n", "# add coastlines\n", "ax.add_feature(cf.COASTLINE)\n", "\n", "# add lat/lon labels\n", "gl = ax.gridlines(crs=ccrs.PlateCarree(), draw_labels=True, linewidth=2, color='gray',\n", " alpha=0.75, linestyle='--')\n", "gl.xlabels_top = False\n", "gl.ylabels_right = False\n", "\n", "# set label size and color\n", "gl.xlabel_style = {'size':15, 'color': 'black'}\n", "gl.ylabel_style = {'size':15, 'color': 'black'}\n", "\n", "# specify where to label\n", "gl.xlocator = mticker.FixedLocator([-180, -120, -60, 0, 60, 120, 180])\n", "gl.ylocator = mticker.FixedLocator([-90, -60, -30, 0, 30, 60, 90])\n", "\n", "# specify how to label\n", "gl.xformatter = LONGITUDE_FORMATTER\n", "gl.yformatter = LATITUDE_FORMATTER\n", "\n", "# Add a colorbar and title\n", "plt.colorbar(orientation='horizontal')\n", "plt.title('AVISO Sea Level Difference, Dec 1997-Dec 1996');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1B. Make a time-series at a point\n", "\n", "Now, let's try and extract a point near Hawaii (roughly 22N, 158W) and plot vs. all time. Note since we closed the data set, we need to re-open and extract like last time." ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "# This time let's use the APDRC file, first we \"close\" the last one\n", "file.close()\n", "\n", "URL = 'http://apdrc.soest.hawaii.edu:80/dods/public_data/satellite_product/TOPEX/AVISO_reference/msla_monthly'\n", "file = nc.Dataset(URL)\n", "sat_time = file.variables['time'][:]\n", "sat_lat = file.variables['lat'][:]\n", "sat_lon = file.variables['lon'][:]" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[[607]] [[524]]\n" ] } ], "source": [ "# We now look for \"where\" the salellite data set has a measurement near 22N, 158W;\n", "# note that we don't know the exact resolution of the satellite data set, \n", "# so we search within a range. For example, the satellite may not have data\n", "# at 21.75, and if we search for lat = 21.75 we'd get nothing back. On the other\n", "# hand, if our search is too wide, we may end up with more that one point.\n", "# To do the search, we use the numpy \"argwhere\" method\n", "\n", "# step one, find the index corresponding to our point\n", "J = np.argwhere((sat_lat > 21.5) & (sat_lat < 22.0))\n", "I = np.argwhere((sat_lon > 202) & (sat_lon < 202.5))\n", "print(I,J)\n", "\n", "# step two, extract the data at this I,J index\n", "sealevel_hnl_aviso = file.variables['sla'][:,int(I),int(J)]" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(208,)" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sealevel_hnl_aviso.shape" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Make a plot\n", "plt.plot(sealevel_hnl_aviso)\n", "plt.title('AVISO Sea level at Honolulu');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that the x-axis is just sequential from 1 to 208, corresponding to the array index (row) of the dataset. But what we really want is time. Checking the metadata (see above; time.units) you can see the time values are monthly mean values from December 1992 and are reported in \"days since 1-1-1\". This is a standard, but bad, reference used for example in matlab. It cannot directly convert in python, _e.g._, this will give an error:\n", "\n", " time_convert = nc.num2date(time)\n", " date = pd.to_datetime(time_convert)\n", " \n", "So, we'll have to add an extra step. There are probably many ways to do this, but here let's just use the fact that we know the data start on Dec 15, 1992. If we subtrac this from all the subsequent days, we have re-referenced the time value to \"days since Dec 15, 1992\". In other words:\n", "\n", " date = time - time[0]\n", "\n", "will have time as \"days since Jan 1, 0001\" and date as \"days since Dec 15, 1992\". We can then pass this to datetime." ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "date_aviso = pd.to_datetime(sat_time-sat_time[0], \n", " unit='D', origin = pd.Timestamp('1992-12-15 00:00:00'))\n", "plt.plot(date_aviso,sealevel_hnl_aviso);" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Now plot with date as the x-axis (and add a grid and title)\n", "plt.plot(date_aviso,sealevel_hnl_aviso)\n", "plt.grid()\n", "plt.title('AVISO Sea surface height at Honolulu')\n", "plt.ylabel('cm');" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# next step is to fit a line, just line we did with the tide gauges\n", "t = np.arange(0,len(sat_time))\n", "B = np.polyfit(t,sealevel_hnl_aviso,1)\n", "# convert trend in cm/month to cm/decade\n", "trend = B[0] * 12.0 * 10.0\n", "# cheap way to round to two digits\n", "trend = int(trend*100.0)/100.0\n", "Y = np.polyval(B,t)\n", "plt.plot(date_aviso,sealevel_hnl_aviso)\n", "plt.plot(date_aviso,Y,'r')\n", "plt.grid();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1C. Compare to tide gauge data" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [], "source": [ "URL = 'http://uhslc.soest.hawaii.edu/data/csv/fast/hourly/h057.csv'\n", "column_headings = ['year', 'month', 'day', 'hour', 'sealevel_hnl_tideg']\n", "hnl_data = pd.read_csv(URL,names=column_headings)\n", "\n", "hnl_data[hnl_data['sealevel_hnl_tideg'] < 0] = np.nan\n", "hnl_data['date_tideg'] = pd.to_datetime(hnl_data.index*3600.0, origin = '01-01-1905 10:00:00', unit='s')\n", "hnl_data = hnl_data.set_index('date_tideg')\n", "hnl_data['sealevel_hnl_tideg'] = ( hnl_data['sealevel_hnl_tideg'] - np.mean(hnl_data['sealevel_hnl_tideg']) ) / 10.0" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(8401.0, 14974.0)" ] }, "execution_count": 31, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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00/nmm28AGDduHAcPHgTgrLPOYvTo0ezduxeAAwcOsG3bthL3rVatGrfffjv33XdfcdBsGAZFRUUA5ObmUrduXapVq8a6deuYN29e8X0bNWrE2rVrMU2TX375pfjy/v3789NPPwHw/fffF19+3nnn8emnn3LkyBEAdu7cWTy2eKiAW1EURVEURUmoZ555hhkzZtCrVy8mTJhAy5YtAejUqRMvvvgi5557Lt26deOcc85h165dZe7/0ksv0aRJE7p06ULPnj0577zzuOWWW2jatCnnn38+brebbt268dRTT9G/f//i+w0bNoyLL76YM888kyZNmhRf/uabb/L666/Tr18/du3aRe3atQE499xzuf766xkwYABdu3blqquu4vDhw3H//SqlRFEURVEURbGEf+WQwYMHM3jwYMBTOnDChAnF173xxhvF/7722mu59tprQz6u0+lk2LBhDBs2DCjb2n3cuHEB73fVVVdx1VVXlbm8WbNmzJs3DyEE33//PX369Cm+zreh0koq4FYURVEURVEqlcWLF3PfffchpaROnTp8+umnCX0+FXAriqIoiqIolcppp53G8uXLk/Z8KodbURRFURRFURJIBdyKoiiKoiiKkkAq4FYURVEURVGUBFIBt6IoiqIoiqIkkAq4FUVRFEVRlLi99NJLdO7cmW7dutGjRw/mz58f9Laff/452dnZYR/z1ltvZfTo0YCnzOCiRYsAuPLKKzl06BCHDh3i/ffft+YPSCAVcCuKoiiKoihxmTt3Ln/++SdLlixhxYoVTJo0iRYtWgS9faQBdzA//fQTderUUQG3oiiKoiiKUjns2rWLBg0akJ6eDkCDBg1o2rQpzz//PH379qVLly7cddddSCkZPXo0ixYt4oYbbqBHjx4cO3aMxYsXM2jQIHr37s15550XsNukvy5durBv3z6GDh3K5s2b6dGjBw8//DAAw4cPp2/fvnTr1o1nnnkm4X97JFQdbkVRFEVRlIpi3FDYvdLax2zcFS4YFvIm5557Ls8//zzt2rXj7LPP5tprr2XQoEHcd999PP300wDcdNNN/Pnnn1x11VW8++67vPrqq/Tp0weXy8U///lPfvvtNxo2bMioUaN44oknImpGM2zYMFatWsWyZcsAmDBhAhs3bmTBggVIKbnkkkuYMWMGp59+etwvQzxsGXALIdoDo/wuOhF4GqgD3AnkeC9/XEo5NrmjUxRFURRFUfzVqFGDxYsXM3PmTKZOncq1117LsGHDqFmzJq+88gr5+fkcOHCAzp07M2TIkBL3Xb9+PatWreKcc84BwDAMmjRpEtM4JkyYwIQJE+jZsycAR44cYePGjSrgDkRKuR7oASCE0IGdwC/AbcAbUspXUzc6RVEURVEUmwozE51Iuq4zePBgBg8eTNeuXfnwww9ZsWIFixYtokWLFjz77LMUFBSUuZ+Uks6dOzN37ty4xyCl5LHHHuPuu++O+7GsVB5yuM8CNkspt6V6IIqiKIqiKEpZ69evZ+PGjcX/vWzZMtq3bw948rmPHDlSXG0EoGbNmhw+fBiA9u3bk5OTUxxwu1wuVq9eHdHz+j8OwHnnncenn37KkSNHANi5cyd79+6N74+zgC1nuEu5DvjO77/vE0LcDCwCHpJSHkzNsBRFURRFURTwpG7885//5NChQzgcDtq2bcvIkSOpU6cOXbt2JSMjg759+xbf/tZbb+Wee+6hatWqzJ07l9GjR3P//feTm5uL2+3mwQcfpHPnzmGft379+px66ql06dKFCy64gOHDh7N27VoGDBgAeFJdvv76a0444YSE/e2REFLKlA4gFCFEGpANdJZS7hFCNAL2ARJ4AWgipfx7gPvdBdwF0KhRo97ff/99Ekcd3pEjR6hRo0aqh2F76nWKnHqtIqNep8ip1yoy6nWKjHqdIhfLa1W7dm3atm2boBHZk2EY6LqesufftGkTubm5JS4744wzFksp+wS6vd1nuC8Alkgp9wD4/h9ACPER8GegO0kpRwIjAfr06SMHDx6c+JFGYdq0adhtTHakXqfIqdcqMup1ipx6rSKjXqfIqNcpcrG8VmvXrqVmzZqJGZBNHT58OKV/c5UqVYo3ZkbC7jncf8MvnUQI4b9l9XJgVdJHpCiKoiiKoihRsO0MtxCiGnAO4L/N9BUhRA88KSWZpa5TFEVRFEVRFNuxbcAtpcwH6pe67KYUDUdRFEVRFMW2pJQIIVI9jEohlv2Pdk8pUcqZApfB07+t4nCBK9VDURRFKSalZMeB/FQPQ1ESokqVKuzfvz+mQFCJjpSS/fv3U6VKlajuZ9sZbqV8+mb+dr6cu40qTp3HL+yY6uEoiqIA8OPiLB4ZvYIf7xlA34x6qR6OoliqefPmZGVlkZOTE/7GFURBQUHUQa9VqlSpQvPmzaO6jwq4FUsZpgnA3ryynaQURVFSZck2T8uGTXuP2CbgzitwUT3Nga6pNAAlPk6nk9atW6d6GEk1bdq0qKqEpJpKKVEstXT7IQB+XZYd82MUuU12Hjpm0YgURVGOi2TFffamfQlPPylwGXR7dgLP/h5ZNz1FUco3FXArlnKb8eePDf1pBacOm0KhW+WiKYpiDd9eMkn448oNH8/ntFemJnQ8hS7PauBvy3Ym9HkUpdBtsDIrN/wNlYRSAbdiO1PW7wXA+3ukKIpiAXumbRQZ6kCnWC/ncCEZQ8cwb8t+nvtjDUPenaU2DaeYCrgV28kvMgAimIdSFEWJjl2KOCzPOgRAgZpZUBLg/75ZAsB1I+exfMchAHKPqephqaQCbsV2ityeH6ANB40Uj0RRFCUxDqngR0mgQrVyYjsq4FZsq1DF24qiWOS7BdsB2HekMMUjUay0MPOAqoqVIGuy89iccyTVw6gwVMCtWKrApaJkRVHs681JG2O+b26+i1259qmgtGpnLs//saZSNzu5esRcLnhrZqqHEbNVO3NZmHkg1cMI6MK3Z3LWa9NTPYwKQwXciqVmbtyX6iEoiqLExDQlx4pKThq4DbN4ImHg/6Yw4OUpqRhaQBe/M4tPZ2+lwGWydd9Rhrwzi9z8ypeqsv9oUaqHELOL35nF1SPmJvQ5VmfnAbB+9+GEPo8Smgq4FVvbcSCfxdvsefavKErF8trE9XR8+q8Sl93y2QI6POW57HChOxXDisg7UzaycmcuE9fuSfVQFJuy60x6ZaECbsUW9uYVcO83i8kvKvmDdtorU7nyg8Se/SuKUrkYpmTtrrwyl783dXOZy2Zv2p+U8fznx+Ws2+0Z07rdebij2PT2+/LKWcvbjKHvw3N/rGbelsS/p4pSmgq4FUusyDrEwTiW9V4Ys5axK3fzx/LYO1QGM2rhdrWUpihKsXenbOKCt2ayaqc9moFk7j/K6MVZ3Pv1EjbtPcz5b85k+IT1Ed//l6U7K2UqyZ7D0W+W/Gx2JteNnJeA0ShKaCrgVixxybuzufKDOTHf3xdoZx20fkPSoz+t5Lw3Z1j+uIqilE8rvDWwd+far7rFJ7O2AvDh9C1R3W/yur2JGI5SgRzML7+57hWBCrgVy2zZdzTuxzhi4xxJRVEqLyOG9IVQgvW93HkovpOAo4VupJSWVi75YeEO9sYwm5xKVr8GyfDr0p28PnGDJY91pKDsisf41eHz+8vj61ZeqIBbURRFqVSmrvfMBrvDBNH+Nbvt2Ri+rD15Bfzzu6W0fmysJY+3K/cYj/y0gru+XGzJ4yXLpe/Ntuw1SJYHRy3j7cmxl60EmLNpH8eKDDbnxDYBdp+Fnx2lJBVwK3FTtbeVymbimj3kHFYNVMorX5x9KMwS+8M/Lk/CaKJzrMjgsZ9XhmzT/eeKXZY9n8vtebH2Hy1fn/cVWfbIz0+mbfuPcv3H8xn684qYH2OM97NT3lY0ygNHqgeglH+7bJgHqSiJUug2uPPLRbRrVIMJ/xqU6uEoCXTMbzLBqkX2z2ZvJaN+9aCPdzRMWt0387fx3YLt1EjXLRqREg+3YeLQ7TF3OWmtZ+Xmt2XxFx8odFWu1vC/LdtJt+Z1aN2gekz3N03J0h2HQt7GHp8SJWamKTlQjov+J1qsr01egYsBL09m6faDFo9IKe986Y3b9uendiBKwm3xW5b3bbSM13N/rOG2zxcGrci0eFvoY873C3cAsGnv8ZbbIkjCS6FbrT4m0qiF22n7xDh2Hop/s38sJQ5L8/9MKNF54PtlcRVX+HT21rCFI1TAXc69P20TvV6YSLYFX/iKqHRd70gt2XaQXbkFvBFHG2hFUcq3vX5pQy7D2o1kmTFuMvcFVVPX5wS83uVXv7uggs5SZgwdw4PfL031MPjde9K0NcZ8aX9qm2LqFblj/75s2BO+9HCFD7hX7swNO2NQnvlKQUWS1mGa0vYzHokoCxgL38FP7dZWlMohY+iYVA8BM8bjjfQL1z6audWq4ZRg2iR2980E/7osm0hfrpfGrOGLOZmJG5SiRKDCB9xAXPWh7e74MlT4I8/Do1fQ/sm/wt4ulSausUdb4t+Wejq3zdy4L8UjURTFDpbtSPzETWaMaUp78hK/odGKtAkrxHJK8tHMrTzz++oyl783dROb9qqmaEpyVIqAuyJb7t2J/cfy8LvSf1qSlejhVBjLwmx+UOyvwGWw1YLa8IoCsGTboVQPISirPuezNu5jYwRL4xXBsSKD4ePXc9WIuakeilJJqIC7gvCvF6vETyWSlH8PfL+UM16dpspWKkFF8z0X5aUQdxxu/GQ+57xhfVdeKSWF3vKCu3KPceeXiyzZJBhPozRfGk7FqsZR/n65Ppy+mYyhY2xVoOBYkRH28/ndgu1Rn+iqgFuxLZU/rcRjljcdKFxzk4rm8vdn8+4Utdk3EnvzCjFNya7c5KdLlJdPpbRgpB9M38zdk/LJOVzIgJenMHHNHsasjL9W+OxNqU35qyw/Uet3J27V4+Vx6wD4dHZmwp4jnL15x/fAGaak49N/8dRvq0Le57GfV3LJO7Oieh4VcCtKAJVgMqvCO1rkmdneX8lWf5ZuP8SrE6xpD13RvTFpA29O2sCAl6dEdb9jRdaumkz1bn6vqHwpj/7NVMLVG0+WYxasgFX01Y+DYRpElXdH/b7PhneC5odFO8Le77DfZ/iHReFTdlXArSilHCsySsyK5hUE7+im2N+6BM7OKOXf9Bg2RluRwucfowXrFyCl5HAFPf6kenI43+KTporMivSf0mL5Xf145hYyho4pt7/JKuBWlFI6Pv1XifKEd325KIWjUZTYSCn5fXm2ymEvxz6ZtZWuz06IuULIyqxc5mzaV2lK4o1buSviE5TlamN8SP5pJFan5c3dvJ9uz05gyrroqpJ9M387APsOW7tquX53nqWPF4wKuJW4lffVtAKXwaeztgY9i1+dnZwvo5I4B44WsW2/NZUcfA0OCuNokpAMc7fs5/7vlvLy2LWpHkrKWZGjnYp83b9W7QaIubHZwfwirv94fsCSeKlm9eu5ae9h/vHNEh4ZvcLaB04Su+1Z2pDAcomjF3vSL/7+uT0ms0Ktglo5u68C7grCXl9V+5q1cV+Z/MvXJqzn+T/X8KcFm3gUezr9lakMGj7NkseaHqTDn93kHfPkF0bSFKuie90mOe0H/VJHNvq14d6YoJbc8eQWP/j9UuZv2R/0+n1HCnlz0oaUBoof+zX5meLNgw+1GnAwSOpOrHyNiqSEOZv3cdZrqa2KFMlb8f2C7Vz09syoH7vAZVi2dyEVm5Qj5dsk7DIkmfuOcuLjY4s7isar0gTcfyzPpvVjY9Tyapy27T9abhsFbM45wo2fzOfJX0vuPs495lmCPBZjG3ir7M0riKvMlRKcel0VOwh28hOs4deaXZ7VtWTHtMeKDH5dls21I+cFvc3DPy7nzUkbWZgZvpzbWu/f4b8qZEX1E//g+r9j1wW8jX+r+54vTIz7Of3N23IAgJ+XZPHc72vYnHOUTItW0hJl6M8rWZ2dF/Uxseuz4+n4tL0b51lh+Y7c4n/7PrdjV1gzGVdpAu5Xxq9DSk8ZKCV2g4ZP4+zXra/Tmgx53sB6U86RUpd7Djw7D6V2JrDffydz/pvl87VV7KfQ7ZlcmGCT7q12ZedcXt/GvqIkpy/5B8MrsnID3sY3NiOKJfdfluyMb2BEn8J4pCDxJ9u78+L/7TiYn9yNgNG8LkJ4ZnwTabtNTlRWZwf+vFuh0gTcFZ2R4C9DIvy6dCcZQ8cUn0UmwqEIDmJ/rfbkSb43dVPCxhEp32bNOZv3kZvkA7BSsVi9fK5UTtsPBG4371sZXLUztgDFZinLcVsfRYfOIrdZ5vhu1R6T8mp5kBO7ZJsZomrRs7+v5rGfV8b82CrgVlLmwVHLAM+HOFHm+eUg+n44VmYdStjzWeFooZvrP5rPHV8uTPVQKhzT5r/yRwvdMVeksMqXczPJGDqGVfsqRvrdpr1HMCx4361IgYjVb8vinxm2mm+j2XvTUj9RYYVJa/ZY8t3z/6i9M3ljid8gn9u/WEj35yfE/VzllZ0Pw/57Elze1RvfRvnP52Ty3YLtMT+2CrgV2zpUaO230tdcIpZNxy7D5MaP57N4W+Lbz/pyDhPZ3asy8T+4Zx+x8ZEeuG7kPE4dFl0Tlki4DZP3pm6KaNPT0795ToC/W1fI/iOFfDxziy0qKLwzeSPvTI6ug+a63Xmc/fp0frYglWH86uCpOUVuE7eRuLSPnBQ2b7LyvfffxJnqT5T/WExTcseXizj9lalxP+44v833r03cwHUB8uBDzaIqySeCJCq98OcaALZE2cI9GBVwK7Y1dUdyN7oFy0UUeGbHZ23ax8M/Lrf0ORdmHmBPqfw/X1pJXhJyD8uz7EPHWLztQNjb+f+w2r2E5coYl+fD+W1ZNsPHr+e1Ceujut+Do5bx4pi1KSuNmXvMVdyR8LWJG3htYnTVRmItpxetdk+O45J3Zyfs8afZuDJOuLQ9/9Qmq+s5W8W3zyGafPRgDqsN2hWG1Wl5KuBWbMs/OErk7FE4wQLfT2ZtJWPomLjqdF49Yi4n/3dyicusOpuu6E5/ZSpXfjA36vv9uSKbj2duifl57RkyhFbg3UB5NMqyXr6Nxq4kfv8WbzvI0u2elaTuz02g8zPjY36sYDNX8Qo0Q+mrKJJ1ML84v1kpWRnk2/l+y/ExzpyX3vRuBd8G41iVLr+4bf9RJqVgs3I0L2k0f7MNFriAxNUqD5YuZvWzqYC7nDpa6ix6cxQHoWT+eEYikhq0a3fZL73C11DEivzQimDp9oOMTWIt81hny+77dikvjrFPM5gtOUdKBiJxCLfDvjDKsqi+jUzJnGG98oM5XP7+nKDXj5i+mf0Rplj4AnerHToWfOZr4P+mcs7r0xPyvMkSrJrXviOFnP/mDHYE2UiZDIctWvnzPxlbmBl+pSyU2ZtK5mkPGj6NO2zeodiXYlkeiXgKzCdApJVNVMBdDs3fsp/Oz4zn63nbii+LpnFCqIPlqp25UecOx/vZP5DAagoqFk6ey9+fw73fLEn1MMqdS96dzeO/xL7z3V+B6/jJtH/hIt+G4Z+XxpbLbKfawsPGreOerxdHdNvpG1KTirHX4tbTsZq7OXjjmlACbfQDT2WpdbsP88msrQGvj0akh+b1uw/zdhS5+7G0/f56XuQnvFJKfl+ebfmq608W7DOwUiJ/O1O5ATmcqTFMLlz09qyIbldpAu5sb43lYxHO8Gzfn8+93yy2ZaOcRd6Ne6UbuASyeNsBHvt5RYmlmFA/Qhe/M4vzVC1opQLxX9532TCHNFFNefxPyH215qNh55PVSJqtAPHPBlgs2cOJdZP30CClz4aP9+wB+HxOZqxDitqVH8zh9YkbIv4tzs4tKFGqMNLf/Ej9vjyb+79bysggaWmFMdZMj6f6RXlztDC29+RIjPezi0oTcPs2Q0xcszui2z/z+yrGrtzNnM32200cTVvU60bO47sFO0oUrT+U7yLrYD4bo6gbGou5m/eTMXSMJY0lrDgjtnoZKlEbgOxQEaIi8U/X+H1z5cmt3RtnM47cosR+DjOGjuHB75cm9DkSGd++PXkjT1i0MpEoR0t1z+327Hj6l9ozEo1ogskCl1GcdhdIpIc5X9Of44fv8He8+J3jM45WT5rtP+JZkQ2WdmNVetjibQej3gtg55ljf7GOc1+CqvUEqzVvtUoTcFckm6JIHwlm4P+mcs4biZ3JnrrekyMWbHkyGfxj7F8jqGUbbANksqodKIl11BX7D9J7UzexbMch21Y62Z1bwAy/1Sv/E8wVNq09/+uy7IQ+fiJnlF+fuIFvLAquEqXQVTJAzitwW9IVMRKfzNrKhzNi35wcyIwNOVFvlLZ6oiUZIa0pJVd+MIdbPl2QhGdTrCgbGgkVcJeybMch288wmkEmGTKGjonp8a4ZMZcL3poZx4jKB/+3tcht8vHMLWU2kAbrFnbTJ54Dn70/GRWHlJIv5mRGNMOTrO/r8PHruey94KXfDFPy8cwtKUtDG/LuLN4KkuuaqrJ+qWbXk6PKwKrvQZH3GH3gaBE3WxiA3vZ5bI3FfKlayxN4EnuwwHNMi7ZMqB2LCyjHqYDbz7T1e7nsvdl8OXdb+Bun0II4d1QHerx42qsnI96x+jk+m72VF8esLfNeh3uerQFK9oW7z4GjRRwrMkI2HYkmTagyWLTtIM/8vjrgZsKDR4tKBNlFSa66E+ztHr14By+OWct7U+PvvBdLsJKTwI16qU59L4oxL7ays2JyN9pSkpGK9kR58157bNz1/QZs25+4NATfxz3auuCJquNf2qqduezOTc5KSSDzU7hqHo9KGXAfLXQH/LD4qnds3Ft+zxIzho4p8WNtRSH/cII9w0iLlxNjEeyY7tuoVrq84nN/RN9mPtRy/aQ1e+j1wkQ6Pv0XHZ/+K+jtQs3kztq4L6660eWR7zOcm+9i1c5cMoaOYfv+fHYcyKfnCxP5eGbkVRKs/gYE+0z5NgJFUras0G2ErBZ0MD9xlXvsaHPOkZABWOnmUJGyW/mweMzauI+zXpsW1X32BMkzjsYH0zbHdL9ws63Rfi8PVLLvRDIt3naQU4dNiTheuPidWZwyLPq9ANv2H8VlmHFPoJXXFM9KGXBf8f4c+r8c+8YRu/Of6fJ9f7YlsKzXL0uyQl4f63cr51gSThZKPcX8rdGvHoQ6SMVS39VtlHy8Gz+ZX6Ju9N7DBWQMHcMfyxOb/2oXPy7aAcCktXvYcdATpE5el/ymEuH43rVIguVHR6/gtFemkl8UODifui660lQvjVkT1e2jNX199DV7pZQRzUwvyjzAWa9N54kIqi5Fq+KE257jwOac2I/jiyxeGQ1n0trw39Ffl+7k6d+Ov++Ltx0Iuo/m/u8Su8E2nId+WM6E1ZEVXYhUKldu/E9Gr/xgDjsPHWPZjsBVbQK9I9HO5e09XMCg4dO4MwH1yVftzOWvVda+N4lQKQPuYHm6PpF8kA4XuEKmCNiN/0yHVWHsgaNFuA0z7DLWsu2H4n4uq0Nv33v3xqToWkUHEmpsS4P87ct3HOKreYFTl76cmxny+Tbs9mya/X6hvTdsxcNXT/pwoZt5WzyBwojpm5OeRH/ft0t45a91Ed3W1/zgtwg2Avpqvfr/4MaTi/5RFDP+sQjWbTWU7xfuoN2T48g6GHrpfY63VvS387dbUt/ZXwWa4I7bVSOi78qaaA+OWlac1jd3836u/GAuH0yPbUY9mMMF1lQm+mlJFnd9FVn990jZrQldIh3K97wPiWiidfE7syKuzR+NSGb8own0bRtwCyEyhRArhRDLhBCLvJfVE0JMFEJs9P5/XSufM+ugZ5ni2/nb2R+mGUvXZydw2itTrHx6y4TNx7YgIbrIbdLrhYkRNeyw40Elz6KDcDiLg3S6u/S92TwVZEYvUTmTiXC4wJWQ5b2RMzw/ust3HCLbm9++93Ah33hr1a6LsjlTIJHUv/5zxS7ej3BJPZrZKl8K0b4j9lomt7KD4JgVnq6jgfY9+PMPiF7409qZ+l0pzDMNxM4nAMlepi/9M+Tbx2JFFS5/yywoS2t3f67Ijrpk3tiVu1i1M5eDfrHOnysCdwq2emN63A8nBNv2H2VFTmJ6GEQjmkDftgG31xlSyh5Syj7e/x4KTJZSngRM9v63ZfxLGK3wtjQOlVsb6MfSbZgp3+CzJcAPnNUHet9Gtd+XZ9s6TzJYvc9YUkdikcgc+h0HkvcD+frEDbw7pWwFjPPfnMkpw0KfeL47ZSOvT4xuJSFYHvTsTZ66+L7ZEijZqdQwZYnSeBA8rcAw4n9vtu/PJ2PomJiXmoePPz57PtcGG4FOe2Vq8b+PxnlOOsv7XqXyhNs3iZJIW3MDnyAPeSey7nN2MX9r6j9/SvQO5Rdx37dLue2z6KquzN96gIvfmUXPFyYWX5bICYC8KGuKhzNo+DReX2yPjq6RsnvAXdqlwBfef38BXBbPg/l+CP5atZtCd+CD5syN0TW+uez92bR7chzg2Qi0Kkm7hlOlwBX+x9SKKhKRnGGPW7mrzPJO8A1uqT8zjpWvc1qyivWDp8nHqxPKBs07I5gVe3XChqhaM4fiH2j7+NdQbfP4WG7+dAHP/n5882sizwdnextj3fXV4phOPDfuOT6b5z8TbONz2KgdK4rt+x+uUsszv1mf8x2L5+YGnkVPVsWI8irYEd12s6lBHAizCh6Pg4XHB/3yuLVB89qB4qZ2Vle68nUVtcp4v0mJeCeijsSQ4hbIoswDMa3sxFqC2c4BtwQmCCEWCyHu8l7WSEq5C8D7/ydE/aB+77PLMJm3ZT/3fL2YYeMC52nO3xLdTOiqncfTOc56bXqJjlepZFUeWyyiPWkJJJKv5z++WZKQPC6rxXugtnud+GQL9Hr4t56O9eVyR3CiGG81EcMm7+WOA/kx/4iEsznnCEuDpFZB8Pxz/6Yt/wywYe4Lm5dvVSInpUzYSWaqV5wBfgvSdC3Yt3/YguMncR9O3xJy871vFTfWdumRMC0+ToXbRxfOp7Ot2etx1Yi5DH51miWPFQlH0p4peqdKKbOFECcAE4UQke1cArwB+l0AaY3blrhua+bxN2rmjJms2u/5kC7fuCPgYx0rKGD8pKmkOwTPzz3G1lyTz86vXnz9tGnTAt7P//LStzly5EjQ+5V5frekih5deastmzczTZb8e979a3nxvzO3Hf+hCjbOcOObOfN4o5z9+8MvRUb69wazZMkS8rboEd3W/7k2bw0cEMWzdPbF75NpVev4WJYtW0bB9sjHdutfZVN+Fi48vnPbP4cx0Huyao+7zGXRfKbiEcvnPdzlgRw9enzWwe0OPZuxZetWMoZuoEqQtyAv7/hJsGEY+JJMZs2eRXVn8O9Vvl9XSv+xZ/odQ7ZsOZ6GlrN3T8Dbh+Jfy3f9+g1+/17PtPz4SkEGe90CjW16VvgT8lg/X69P3MDrEzfwud9xMxLTZx2frAiWh5uMz3wgW7cEfm9Kj6f0f6/db4/9GYFet7XZsc8axvI+bNp0vF79tGnTWLvL89rs3rPH0vf1u9nRzdQGeu4jRfEFnA98v4zah8qu8vn/joby2YTFHOuQFvC6ud737ZgFjYb27glcWeb9ccdPeKOJE/zt2BE+/SOW9/2Xv46nNMZy/0hPyCZPmRr+RmHYNuCWUmZ7/3+vEOIXoB+wRwjRREq5SwjRBAhYq0pKORIYCZDe5KQS35TWGa1ho+eH7bTTT0Nu2AdLF9OgQQPYW/bDdqBAcvekfDKHXcStf3lmgAYPHgz+//YXwW2mTZtW9n4BZO47yuBXp/HS5V244eRWZZ4jmD+2mtx5UW9OalSz+LZ169aFfZ6Z5oxWrWDzpsDjDPZ3lXru0047DSaNB6B+/fqQE7psmP/j/bVqNwNPagB/jQ95H3+9evWiV8swe2QDjH292AzrIz5Xi8gzcwrIHHZR8fP16NGD/ifWL75+x4F8Bg2fyrgHToe/ZpS4r/9r7K9v3z4wu+zBN9B7UrR6NyxdXOKySD9TMYvy8/7r0p1US9M5t3Pj8J+pAKovmwGHPbMgDocDQgTdJ7b2fKcLgvze1KpVC3IPAaDrOuA5wA48dSC1qzmDPm5egQsmTwCgU6/+8JenlGhGRmvY5DmGnHjiibDB84PeuFEj2OWpUBL2bw3wGWjXrh2sWeX9d3sGn9wy9GOEeTyHwwFG2dct0Nj2LNwOq0JvgI7681VqTME+O8H07z8ApoQu3xrL62yFE09sAxvKHldKf79Lj2/6H6uBzISMKRqlx5V7zMX9/4u9CEDA9yHMa9+mTRtYt7b4/rnLsmHFMho1asTgwT0jfpxwtuRGN8Md6G/ZcSAf4gy4Sjyu92/q2KMfTJoW9r7uqvUYPLhPwOuy52+HFeGLF0TihEaNYHfZKktVataFPZ74IaI4IYDZR9dAZuiZ6Vi+z7VadQYWRT2eYI8XTKfe/WFCfIUybJlSIoSoLoSo6fs3cC6wCvgduMV7s1uA31IzwuTYnOOZ6Zy8NroauMdcBue8UTLQ2xlk81Cw3PVA/Gt5r8yKtuVsHg98v5R1u/O45+vFDP1pRVT3t8nKe0ClxzZ+9W5MaX3jn1RsPhu/ejf/i7Asnr8HRy2Lq4RWvoWVWvzL0sX6MfKvaOK/EVckqNJzRcrhrkzC7Q2x63HsjYkbYir9GA//1R27vi6JZnWqRrzK42Gn0AYpQ5GyZcANNAJmCSGWAwuAMVLKv4BhwDlCiI3AOd7/jkrpHzLfxpwJa+zXSMNKgSqXALR/Mnj3Q3/T1u9l0PBpxf8dSUk1f/d9u4TflmUX1+TekYTqAani2yj7U5iGQNHylXv0P0Rv35/P4OFTOVSQmIPO3V8tjrnTXDz8N4SG69wYLlBIVum9SVGeGJeWqp/elVm5lr1GE9fsIWPoGDaF6dYbtnRpObU7xo6YqZaMjsSlBetDYLMYNKESUZPabhZmHoiqDG+oynDlnS1TSqSUW4DuAS7fD5xl5XNF+uY+/0diO7klUyzHs9Jdw76df/xgGc0u33emeFJZlie4NuqyHYeo6tRTEsQk+ozbf5Pg6xPXk7k/n/m70yIu2bPjQD5N61RF1xI/n5GMDZ7RrCRY/Rf7d3WN9iTULoa8a93G7nGrPHV8l+0IvQIWSav2aD45ufku5m7Zx/ldmkRxL+stzgy+ObSiW7ztALWrptH2hBox3b8yruo8H2Hd+SWlNh1LKen5wkQePq99wlbZSjxfjL+kRwrdXD1iLqe0qU/nprXC3v77BdsZ+vNKxj1wGh2bhL99rA4XuKL+nZ6wOv5JWbvOcCfMom2xHRCt2hUbDV8y/5R18c2clWZFDDTV78w8miYkkZSRC8wzaJdhkjF0THFjlGAue2825705I+RtyqtRC49viP3V29Vw37HIDh67co9x2itTI+6eGC//gNRuYv0R8Z8MTMVxIVKVqZrNP79fyj1fLwnb1TLRHgmTKleRg8orP5jL2a9Pj+m+leeTGpvSla2k9JRIfTJI87RYWd6vwxvDRLqiNfRnTy76/C37MUzJg98vZe7m0EUZYhlyz+cn0ufFSVHd5xm/UrOxqnQBd3lawrHTjNnuXHsETr4UoLcnbwpzy8SyunvZT4sjTz85EKAW9cRtkX1W9h32HLh99aMTLdiycXnjHxCMsLj19PEnqQBhh/dPCFU3OBGyvClI5Smfs6KSUvLWpOjr7vsCmlR/C96buqlSnaz6cwdpBjZ7U3KbIs3atJ82j4/l12XZ/O2jefzvr3VR7TcLx52CFCqohAG3P7t/p1LdwfG+b5dw48fzgbIpJdHanBO6vXOiJOoVDLUkHsvnKlgt4mQpcpv8uGhHzD80wWYWfSlEdhHrV97/ZbFDXV+7GudtPBVupjfRfl+eHVXeaKKEa95jB3+uyLb0xHjNrjzemBRdZ1k43tRqUYia08kwfPx6snPLTy6+lWHCmJWBW7tbIZp4pnTX0w+mbebredutHlLSVeqAO5EOhWiIMTPLxfb9qV36jMSfK3YVt2dOtWjiwFT8yH2/YDsvePPxQp09WzFzYsXx1SwVM749eSMPj17B2JWxtSjPPlR+fqBisSOJXT0jZZoypW3TA7GiFnC8Nuw5zP3fLeU/PywPf+ME+3152RJrdnPft2WbCsWj9LElEv7HxV02CHbtOMPt35/Bx4bDTJhIGpHZXaUPuBM1iXw0RFmzT1YVcfrwqXR/bkLIH/LSX/p9Rwot2U1eHvMIJ6zZE/EXrsNTkVVeiUdeqc22Q39eySezfLPUiT0KWvHoa0rl1O074kkZCjcrGOpEUolPtO9rmyfGctIT44LOuNvttzhZ1QeOeY+9iawYMm19ZPtq1kexv0Wxn9x8l21WKWLNj7eDgwHSICujSh9wT0xSOcA5m/eVOfjmHnPx46LAHS5LyzlcSJ8XJ/HSmLVxj6UcxtuMnLGFtk+M4/w3I+vM5ZOooCMVuaK+3ehWVXgpcps8Mnp5VFVmejw/0ZLnVkJbF8EmI9/5eCQVP+yg+3MTUj0Ey8zfmtq0B7uxS1Bqpfu+XUL35ydw3ch5qR5KpVMRP0+gAu7iutDRiOXDcP1H8wNWzXg7whzXb+d78pfsXBUhGWKvcmItK3KBrZZzuJAh78yK+DWaviGHHxZlWb7TvSKKtaJJNPw3dI+JMbWnvIgknzOa70qwPgNKcsTbwMVuqzGFbpM/V/hKXB6yzapwoNjDJkOzlCvI5s1Axq8uP8fKSh1w7zx0jMMxVAJJRspCaYct3AAU7KN88Gj5SRdIdY7dqIXHN3BEE4z5NpVFqnSO7rrdwWc++740iZU7c/kkwg2Y+UWez77VZSfjMWfTPluXEkykWN8Hu+yziEYygoR1u+yVzjFt/V4+m52Z6mEoEfgwUZWI4tThqb/IzXel9AQlmt/eZDRU2hggt92uKnXAfe4bya/TnOpA0TOGwJfvP1rxAp1E/bDHuun1/75dEtXtD5XKfYs2pSYUO5Wd9Ln+4/lcPWJOqoeREJn7jpIxdAyLt1mbjvCYt3ZtaZEcasK1Ig9mZVZu2Pq48Qp1cunz/YLtJY6px/z2zhTZaJPVzZ8u4NbPFqZ6GOXG+9NSW93omMs+n53SDpSjfTRzklR+tryo1AF3Itl5mSdYPcuzXw98AjJvS3JrcMbi45mRdxtMtHhbfCdLKs79MoaO4c4vF4W8TWaSKvhICX+t2s2CJOXjzvTORP+8ZGdSni8SH8X4vRny7iz+9lFic1sjCVCH/ryS5VnHu1qOjqKefTL4vmMzNpSf/g+pUPpY9Mpf68kYOoZt+1WqkN20fmxs2NtMXbeXWRv3xZ1qVNHYsrW7kliR1Hz2n/my+6aR7fvzeTHIZtJEfd3zCuw3O+yzYU/wpXT/XMQfUxScJGujciTu+XoxAJnDLipzXapPmvMKXJimpE61tJjuHy7v9ODRIt6MoUGJFaxsvOT/ef98TibtGtW07LHjNbccTFbY2aqdkXUoTLTpNjthsnsge9vnnpPlN67tXnxZqo+ndqBmuBPE6nq0yf562a2+byiGzQ8+ybY+RMB92O9EIctmtaX32rjahhUfMVeUlW26Pzchrqow+SFKk0JqfrR9aUwLLVxV+KvUvog1u3KD3DL5jFiKUifBgaNFGKZk1U5rXquKdggunfr5xsToG/kk0oos+3zGIxZnxF0R9j+ogDtBpgbZABVoOeaaD+cmZAzxBDDlqfzbrI2pnX1Ym8DNWT/4lY20Yqf8b8sCpzP40ioK/U4UxwbpOpZ1MD8hm4r2HSk/uYnRGDljMzsO5PO8tzFSpI09ylsQE0mHwC7PjGfw8KkJHUfeMfusPtn1Pbz/u6W8PXkjF78zy/LHjuU4lYwqQPGJ/+B78n8nkTF0DAcsKU5g99errIIwEwDhJLKufrKogNsCq3bm8vqE9THfP1gOaawbmnxOT/APWyr5H25SXWXD12ESrG9LPHx87J+raPjKqm3OOZ4zee83gTd43vrZQl4et45duYHLD5pJ2Jlud7tyj/HMb6vYlXuM/45dxy2fLii+ztdkKFYFLoNfltonV1lKya9Ld3LViMgmDhKdo18eujum2oLMA6zOLoezpClixWTHnjzP9z6avgcVyRdzt6V6CCmncrgtcOl7szFMyb/OaWfp434863iu9Q8LI2uQ46/AxjutrRRJTd9kiTTosINYw2Jfi2H/z9d6v4oSds8vjJT/yUe0H7FHRq9g5sZ9dG1eByhZJzqS5eBQz/fKX+stqcfvCwDicSi/iFU783hw1LK4H6sismu6W7DupLFa5teMK1y32kBsmnlTzMpfGCs+Ejb9WKXE6uzo8vxfHht/88BYqYDbAr5ak1YHfv5fqljqhVdkvtdmV+4xy/IQFY8ClxFRLezr/apUzNh4fBNceSpbFUo8M1FxNwIJcfev5mXG9dg+0c5w/rBoB6MW7uCnf5xSfNl/flwRU56ylcfKQzb+vG3JqRxVNh74flnxv/9YHjgVLZS3p6Rm826k9lrYGyD+Y4O9ou28AhdVHDppjvKRMPHhjNRVNFMBt1KuDfzf1JDF9W12bIrLB9OszZsOFvJE2thpf5BcxNnlsBFLOMn+HAVLO5FSRtWFzUqPjF5R5rLcY0UxzZRbOTWxJIZuwYq14k2T+nJOpjUDsUgiV00r0E8SRW6Tbs9OAAJXelJKKh+nJIoSRDI6WdnFmCCbGEuL56cikZuXrF7GjsWGg5GPwX+W//YvQtcOT5aPI+wimiyxnohUnm9t+erga4XvFmwPf6NSjgbZUBdsk3d5tiUnvs6IV42Yy06/1bdYUnisEu65UzHh9dakjYzwburPK3Dx0YwttlkVUAF3nOI9s1eUZAp33Pl6XuQ/lsEC6GDP0e7JcRE/th2EKq+YKkt3HIz7MZZsP0ivFyaSeyx1P9SVSc8X7FnxqTw06Jpgo5r9Vvn3D8vjuv+Bo0V8OP14WsR/x66Ld0gVyhuTNjBsnOc1eea31bw0di0zN9pj1VUF3HGyeplfUeJlj3P58s+KSRGru7RaUTrxnckbOXC0KGizqGjsOVz+S3UpipIYh1PcIC7PO6lgh9VVUAF33D7xqyRS4FfD2IocMLssg9hRpKkP//ur8p39h9rw6P+xtPLTZafukZG64eP5CXvs2Zs8gbbV6QRWtKEvsrCp1Y4Dx2JKQ1q8Lf6ZekVJFPXbaw3/+EhRAbelgpXqCtYER4ldZSl5mEjWNGCIjWlK/liejWlKxq/ezR8pqJ28Zlfi20bbqGJlMd/JgKIogf25IvpKK8mk0sGiV+Q2I6q+lUiqSomFXvkrcJOS2z5fGNPj2am+tKJEKpLJoW8WbOepX483hgEYe/9pCR5ZtNQsVyDxdLBVFCV+O23SPGfjnvg2gFptx4GSTbUK/VJJ/jVqWcSFBxJFzXAnyEwL2o2rZS2lovLNaFf0DT/5cbYztqNCm+RDKoqSWtsP2KvO/NxSe2ZmeUvUHil0pzzYBhVwJ8y09fEH3IpiNSvzd4OJZGHGf7+DTyJLEqaK24KylerEW1EUOxJhitDa5Zj+0czUNbvxpwJuRangrhkxlyHvzALg5yWJr2sba9mrCatTu/Fyyro9rC2R1x1/SpcVmxztTp0PKEolFeYQaZdjQ7Tt3xNFBdw2ZpPPqlIOFbgMXvhzDVJKFmQeYOXO6Np4p8LBFLfo/vvni7jgrZmA5/WLpYGHoihKZRFuSsIuATfYYwO72jRpY3b6sCrli689e5rDnufUx2yc23zgaJFtliDtaG+Kd/orilI+2GVzJ9gjnlIBt6JUYBt2269bIsDGvfba3e6vl806A+44cIzTh0/l2SGdUj0UABZmlkyTyVMlyhSl0jNNT8a2rqVuKtkGk9ghqYDbhn5YuIM2J1RPaZ3k8uCVStjURkmMSTZu3LNku6dJzLN/rEnxSALLS3E3OUVRUu/U/03hcIGbVc+dl+qh2JYKuG3okZ9WpHoI5cL70zanegiKhVK55HfHl4tS9+SKoijlkH+ssitX1ecPx54JnoqiWMKwQ+JahPIKVGqCoihKeWHnn5ciG/YLUAG3olRg/vXgM/fZq0lBaX+t2p3qIdiS3do4DxunUrkURbG3o4X2S3VTAbeiVBI3fTo/1UMIycaTJSm1/4iqCqIoihKOsEPtvxBUwG0zszbuS/UQlAoq+5DKsVMURVGUVFABt83837dLUj0EpYIyLGgznkh2zLlTFEVRIrdbbZ4MSgXciqIoiqIoStwmr0tdidUNe+zZd8JHBdw2MWNDDqbNZyAVRVEURVGCWbD1QPgbJcjIGfbuEKwCbpu4+dMFfDzL3h8WRVEURVGUYH5blp3qIdiWCrhtZO0uey+HKIqSfGrdS1EUpfxTAbeNqDrEiqKUlrk/P9VDUBRFKVd2HjqW6iGUoQJuG5FIpJ1bNymKknR/LFdLtIqiKNHYnHMk1UMow5HqASjHFbhMClyqNJqiKIqiKEpFoma4FUVRFEVRlArjge+XpXoIZaiAW1EURVEURVESSAXciqIoiqIoipJAKuBWFEVRFEVRlARSAbeiKIqiKIqiJJAKuBVFURRFURQlgWwZcAshWgghpgoh1gohVgshHvBe/qwQYqcQYpn3fxemeqyKoiiKoiiKEopd63C7gYeklEuEEDWBxUKIid7r3pBSvprCsSmKoiiKoihKxGwZcEspdwG7vP8+LIRYCzRL7agURVEURVEUJXq2TCnxJ4TIAHoC870X3SeEWCGE+FQIUTfIfe4SQiwSQixK1jgVRVEURVEUJRBbB9xCiBrAT8CDUso84AOgDdADzwz4a4HuJ6UcKaXsI6Xsk6yxKoqiKIqiKEogtg24hRBOPMH2N1LKnwGklHuklIaU0gQ+AvqlcoyKoiiKoiiKEo4tA24hhAA+AdZKKV/3u7yJ380uB1Yle2yKoiiKoiiKEg1bbpoETgVuAlYKIZZ5L3sc+JsQogcggUzg7lQMTlEURVEURVEiZcuAW0o5CxABrhqb7LEoiqIoiqIoSjxsmVKiKIqiKIqiKBWFCrgVRVEURVEUJYFUwK0oiqIoiqIoCaQCbkVRFEVRFEVJIBVwK4qiKIqiKEoCqYBbURRFURRFURJIBdyKoiiKoiiKkkAq4FYURVEURVGUBFIBt6IoiqIoiqIkkAq4FUVRFEVRFCWBVMCtKIqiKIqiKAmkAm5FURRFURRFSSAVcCuKoiiKoihKAqmAW1EURVEURVESyJHqASjWecbxBYO1ZVQVRVSlkO3yBN51X854sw8gUj08RVEURVGUSknNcFcQDcjlZn0Ch6jJVKMHvxgDqUYhH6a9wZ9pT3CqtjLVQ1QURVEURamU1Ax3BXGevhBdSB4tupMNsgUAOgaXarO53/ELnztf4WbXUOaanVM8UkVRFEVRlMpFzXBXEBdq89lkNmWDbF58mYHOz+bpDCl6iS2yCSOcb9BG7EzhKBVFURRFUSofFXBXAPXIo7+2hrFmPwLlah+mGre7HqYIB586h1OPvOQPUlEURVEUpZJSAXcF4EsnGWv0D3qbLNmQu4oeopE4yAdpbwIyaeNTFEVRFEWpzFTAXQFcqM1ni9mYdd7c7WCWypN4y30lJ2vraMih5AxOURRFURSlklMBdzlXlzwGaGsYFySdpLTVshUAGWJPgkemKIpdNGY/v6c9QWeRmeqhKIqiVEoq4C7nztUX4xBmyHQSf1tlYwAytN2JHJaiKDZytT6dbtpWnnR8jUonUxSlvBCYDNKW84D+EzpGqocTF1UWsJy7UJvPNvOE4pnrcLJlA1xSJ0OogFuxxpXaDKqJAr4yzk31UJSAJJfrszgm0xigr+E0YyUzzW6pHpSiKEoJJ4u13Ob4ix2yIVtlE6pSwI36JFprnhX5mWZXlsh2KR5l7FTAXY7VI49TtNV8bFxIpJ0kDXR2yIa0UiklNiBpxEH2UC/VA4mJwOQRxyj+4fiDw7IqXxnnoDqa2k8PsZkTtd086bqNu/U/edTxPbOKuiDVAqeiKDZynWMKZ2pLMNGoIlwALDTb8aNrEI84f6Cp2M+ScrxAp4645dhF+jycwuA349So7pcpG9NazXCnmORFx6fMr3IfZ2uLUz2YqDlx85pzBP9w/MFmswk1xTEacyDVw1ICuEKfSYF08ptxKq+5r6aLlslF2vxUD0tRFKWELiKT6WZ3OhZ+xoCCdxhc+BpXFz3Ll97V06ZiX4pHGB8VcJdjl+uzWGu2ZJ1sGdX9tslG3hnucnyqWM7dr//CjY7J5MlqvOL8kBM4mOohRWW4cwRX6LMY7rqGJ9y3A3CSppoq2Y0TN0P0uUw0e3OYavxunsJaswUPOX7AgTvVw1MURQGgCoWcKLJZIzOQaOyiPpmyCQBHqEaerEoTUb4ndVTAXU5liF300jbxS5Sz2+CZ4a4hCmigGuCkxHX6FP7tHM1PxmlcXvQcVXDxuvN9BGaqhxaRFmIPl2hzGeEewnvGZWwwPd1NT1JdTG1nsLaMuuIIPxunAWCi8Yr7Olpre7hcn5Xi0UEN8lEn/oqidBTb0YVktRl4P1q2bEAzNcOtpMJl+mxMKfjdOCXq+2b6KpWIXVYPSwlJ8jd9Mi85PmGq0Z1HXXeyWTbjOffNDNRXc4c+NtUDjMgN+hRMBJ+5zwPgALXYL2vSVgXctnO5Pot9shYzza7Fl001e7DObMGt+nhSGex2EVtYkP5/POP4MmVjUBTFHjprmQCsNjMCXr9L1qOJ2J+8ASWACrjLJcll2mzmmp3YTf2o750pGwGQoamNk8lSk3zecb7Dy85PmG124V7XA7i9e5ZHGYMZa/TjYccoeoqNKR5paGm4uFqfxiSzd4nNnptkM9qqlBJbqcURztKW8LtxSvFnzUPwhXEunbVt9BHrUzK2euTxYdobpOHiNsd4TteWp2QciqLYQyeRySFZnZ00CHh9tmxAUxVwK8nWS2wkQ9vDL+bAmO6/UzbALTVVqSRJThJZ/Jn2OBdoC3jFdS23uB7lGFX8biF4zHUHu2R9Rqa9TlPsu2x2gTaf+uIwXxtnl7h8k9mMdiILu6QHVKWA9mJ7qoeRUtfo00kXbn42yh4nfjVO5ZCszq2O8Ukfl47Be863qU8e1xY9xQazGa84R1KLI0kfi6Io9tBZ28YqM4Ngla6yZX3qi8OkU5TUcVlJBdzl0GX6bAqkk7+MvjHd342DHbKhqlSSJI87vqGmyOfaoqd437g0YDm2XGpwu+s/pFPEx2mvUY2CFIw0vBsdk9hqNmK22bnE5RtlM+qIo7bYF1CFQr5KG8aYtMdpQvmeEYlVTfL5P8dvzDC6skqeWOb6Y1RhlDGY87WFNE7ya/SY41sG6Gt4zHUHi2V7/uW6l/rk8bzz86SOQ1EUe3DgpoPYwWqZEfQ22dKzml+e00pUwF3OOHBzsbfqwBGqxfw422RjWqmAO+EacojTtRV8Z5zJYtk+5G03yebc57qf9mI7bznfQ0vgJsoqFHK2tjiq5+ggttNX28DXxtllTho2ymYAnKRlWTrOaDlw84HzTXqJjTiEyVn6kpSOJ1XucvxJXXGE/7mvC3qbr4xz0JDc4JiclDE1FzmMdL7GHY5xfOY+j19Mz0bO1bI1b7mv4DJ9DudqC5MyFkVR7KONyCZduILmbwPs8qbPlue0EhVwlzP9tbXUE0f4wxgQ1+NkqtKASXGpPhtdyOIqEeHMMLvznPtmztEXc6M+MWHjeszxLR+nvcYXzmHUi2hWWnK7PpYC6WS0MajMtRu9lUpSuXFSYDLc+SFn6Mt53H07W8zGnJOEGucaJu3FdjrYJIWlIYe4XR/HH0Z/VsvWQW+XJU9gstmL6/XJCV2m1TD5P/1XJqY9zEBtFcNc1/Gi+8YSt/nAuIS9sg7n6SrgVpTKprPIBIhohlsF3ErSnK8tIF+mM93sHtfjbJONqCWOUT+JKQDpFNFc5CTt+ezgSn0my8w2bPbOAEfiS+M8VpoZXKnPTMiYMsQurtensNg8ib7aesakP04vsSHo7buILfyQ9jxXO2bwozGIXGqUuc1e6pAnq6Y04L5P/5XL9dm84rqG740zmWT2ZoC22lt6znqDtaV86XyZZel3Mj59KL+nPcGJIjshzxWNfzp+wYmbV93XhL3tZ8Z51BeHuUibl7DxXK7N4mHnD0w1e3BW4auMMC7BQC9xGwOdtWZL2ovUrpAosWkjdjIq7Xm6ii2pHopSDnXWtpEv09nqrbsdyG7p2aTftBynCaqAuxwRmJyrL2aa2Z1C0uJ6rK3e0oDJ2jhZjQK+TXuJyWn/sfWmQCt1FNvoqG3npwhnt/39ZpxKd21LQko3PuwYRREO7i76N1cUPUehdDIq7QUuLBV0pVPES45P+D3tKU4UuxjquoNn3LcGeVTBJtksZbW463CYux1/Mtbox/vGpQBMNHqTJgxO11ZY/nzNyOE959u0Frv53TiFR1x3UkA6zzs+I5WrRq3Ebv6mT2GUMZht3u94KHPMzhyQNeijBT/hitc5+mJ2yvrc63qgeFk4kHWyBSeJnegYCRtLxWGvlcmb9ImcrK3jm7T/0k1sTvVwlHKms5bJOtkCM0RIWoSTHFlb5XArydFTbOIEcSjmzZL+thXX4k58Hnc6RXzifJXuYjMaJnc6xiT8OVOhm9hMd7Gp+L+v1GdQJPWY0n/+NPpjSsEQba6VQ6Sn2MhF+gJGui9mH7VZIzMYUvQSS2Vb3nK+xznaIgBqc4Qv04Zxg2Mynxrnc0bh63xvnBnygLjRbJ6ybpO3OcZTQxTwpvtKfLvcl8iTOCBrcLbledyS/zo/AeC6oid50n07Pxhn8Ir7Wgbqq7kkwHtWmyNcos3hScdX1E3gqtJd+hgMNN5yXxHhPQRbZNOEbaBOw8Vp2gqmGj0IVn3AZ4PZgnThUtWTQhCYPOv4nOXpd/K84zM6eZfiU0nH4CJ9HnONThyS1fk67eUSx0FFCU3SSWwLmb/ts1PWL9fNb1TAXY6cpy+kSOpMNXvG/VhZsiGGFGRoiQ2403DxofMNTtbW8pDrHn4xBvI3fQr1yU3o8ybbCRzk67T/8kvaMzzq+I4qFHKpPpspZi8OUTPqx9tNfRbK9lyqz8G62SzJUOd35MjafGRcVHzpYarx96KHWSVb857zLa7VpzI67Tl6iE3cV/RPXnTfxOEINuhulM1oKHKpw2GLxhuZmuRzm/4Xfxl92SBbFF9uoDPF7MWZ2lJL25hfps1mkL6C4e5r2UnD4su/Nc5iuXkiTzq/pib5CEzO1xYwKu15Fqffw9tp73KHYxxn6UstG4u/KhQyRJ/DGPNkcqgb8f22mo05UUtMKszJ2lqqi0Imm73C3nad971rL3YkZCzlnY7Bq84R3OqYwDrZkmv1aYxNf5zv016gCoUpG9cAbQ0NRR6fG+dyXdFTHJQ1+Crt5ZQ3VqvOMYY5RtI7RbXm/V2pzUj56xFKbY6krKJTC7GXWiI/ZP62zy5Zv1y3d1cBd7khOV9byByzS0TBTzguHGTJhmQkeDbpWccXDPZuYvvNHMgIYwhpuPm7Y1xCnzfZnnV+QRpufjVP5R+OP5ic/h8airyANZAj9btxCm21bDqJbZaMcZC2gpO1dbzlvoL8EnXA4QjVuKXoUdbLFvzP+REniIPcXPQYf5qRz85v8uapJzuP+2Z9ArVEPu+4Lytz3USjF3XEUctSJuqRx9POL1lituVL49wS15loPOn6Ow3I5XXnB4xJe4IRaW/SkEO8b1zC1YVPAyTsh+0CbQG1xDF+cJ8R1f22yiY0EoeozjHLx3SmtpRjMo05pcpIBrJJNsOQgvaaCrhLc+LmHec7XKnP4lXX1Vxb9BT9Ct/jXfel9NfW0juBKUHhXKLN4bCsyjSzB9k04FbXo9QSxxKSyhWN/3P8xnWOaXyd9jIDtZUpG8dAbSWvpY3gS+cwm9aal3yW9gqfpg1PybN39v6+RTLDnS0beFNK7JVSFSkVcJcTHcQOWml7+cuMP53EZ1txpZLE6Ci2cZ0+lY/dF/C9cSYAW2RTxpr9uEmfSC2OJuy5k+ksbTEX6gt4230F/3bdy51F/6YqheTIWnGtRow1+uGSOpfo1qSVnKqtolA6+d4IHJDlUZ2bih7jE/cFXFX0LPNlx6gef1NxacDkBdzVKOB2x1gmGz0DVuSYaXajUDo526JqJU84v6EGx3jUdVfA9JqV8kS+Ms7mHH0xVSngwaJ7ObvoVV53X8NC2YEcWSthOYjX6NPJNBsxX3aI6n6bvRuVrE8vk5ylLWG22TmiPSeFpJEpG6sZ7lLSKWKk8zUu1BfwgutG3jUuBwS51OBT9wWA5/chFdJwcb6+kAlmn+L3eKtszBFZJaV9HlqIPdyuj2W80YdM2ZhPnMOL0+WSSWDyiON7cmRtGosDvOb8EJHAcq+xOFdbRC9tEyeK7JSMrYu2FbfU2CCbh71ttqxHDVFQbmMHFXAniYYZ17Lf+foCTCmYZPS2bEyZsrH3oJiYs8Whju/Ioxpvuy8vcfkH7kupJY4ltOxdslSjgOedn7PebF6cpjHR7MOZha9xaeGLuEq01I7OQWoxy+zCxfpcSw6E7cUONspmpdp8l3SImrzgvomNERz8Stsp65Mv02mbxEodN+kTqSeO8G6A2W2AfKow2+zsLQ8Y3+e8o9jGlfpMPjEuDPn6/Nd9AzcUPcbZRa/yqzmwRGC+S9anaQKWRFuKPQzQ1/CjMYhwudKl+SoDtLF4ybuNyKallhPVSecG2dzbsVQBT1rE585XGKSt4DHX7XxiXFji+gPUIkfWTllJykHacmqJ/FL7VETCJ3PCedzxLQY6T7tu5bqiJ1krW/GB801O15YndRwXagvopm3lZdff+K/7Bs7RF3OXbp89TBom/3H8AEC6cHMCh5I+hs4ik42yWUQn5dnS0/Y9EcfQZFABd1JI3nO+xR9pT8b8COdpi1go27OP2paNylMaMJ+6Cci5HaitZJC+gnfcl5FXqozcapnBVKM7tzvGkYbL8ueOVS2OcLq2nIu1uVypzeBqfRq1wywB3uP4nWZiP4+57igRXB+iJtk0iHtMvxmn0lzso5fYGPdjtdOyWB9DIB0picYm2ZSTkhQwdRTb+LdjNJOMniyVJwW93WSzF620vXHPuD3k+IFcWY0P3ENC3q6QNGabXcuUvgNfDqL1M9xX6dMxpIipIs422QhTClpbHHCfpXk2q04xIg+418sWZIjd5bp9s1VqcYSv0l6mr7aOf7n+wXfGWQFvt85skbI0nEv0ORyQNZhldilxeWYKA+7+2hou0BfyvvsS9lCPXGpwQ9Hj5FCH6/UpSRuHAzf/cYxindmCX82BfG6cx59Gfx5xfE8fsS5p4wjlMm0W7bSdfOdNQ2sh9iZ5BJJu2hZWmG0iuvWu4lrc5XPjpAq4k+AGfTIX6As5SdsZU8vulmIPHbXtTDD6WDquLOnZ8GX1rl+ByeOOb9lhNuSrUnmuPl8bZ1NfHKavltoDT03yGer4lj/THmdZ+t18mfY/3k17h9fSRjDcOZKP014N2Y1xkLaCuUYnlsh2CRnfRLM3BdLJJfqcuB6nFkdoIg6w3mwR/sZx2CibJSWlpAb5vOd8i4PU4FHXXSFvO9fsBEC/OD5rvcQGztaX8qF7SJkTyGjskvUsD7g1TK7SZzDD7MbuEGX3gikkjZ2yASdq1gbcZ+rLWGO2ClkKsLT1Zgt0IZN20mZXTtx8mvYqXcRW/s/1AL+ZwfeCrJMtaSeyEtqZNpCqFHCWtpSxxsllVs22yca0EHuTXuLRgZunHV+RJRuU2Bh+lKrMNLrSX1uTtLSJa/TptNb28Ir7Wu8ql+BR150coCY3O1K/upuGi387R7PCbM3H3pWTFknuk9Fc5FBfHGaFPDGi25f35jcq4E6wtiKLpxxfsU/WAohpFsm3+WSyBdVJ/GV5l2eaWfzhvVybRSdtG8Pd11KEM+Bt5pidKZROztCWWfrc0WjMfn5Ie4479LHkyWq86b6S64qe5OzCVxhY+CaPuu6kr7aBe/TfA94/nSI6iW0slW0TNsajVGWS2YuL9Plx/Xj5Gor4V/FIhLVmK5qIAxF2r/TUjb5ZH48zqioikmHOj2kp9nJ/0X3sD7Pqs0U2IUfWop+2NornKPl8jzhHkSNr85lxXoyP4bFL1qeWOGZpM57TtJU0FQcYFSQ3PxJbZWNLZ7hrcYQ+Yj1TzB5R3W99caWSyh1wP+P4gj7aBv7l+j/Gh9m3s162oEoKyimepy2imijkD+OUMtdlykakCSOpNZPrk8s3af+lk7aNF103lklRmGt2oo44SqckpN+kU8QDjp9YaLZjit/v9lGqMs/sRB9tPane+He9PpnmYh/D3dcWT74lO+Du7m2UtNyMLODOoTZFUlcBt1JWOkW87XyPI1Tln65/Ap68xmgN1FaRJRuQGUEji2hkJ2h55k7HGFaaGfxh9g96m2NUYZ7ZMWUBdzuxg5/Tn6G52Mctrke53vUkbxtXMM/sxCbZnCx5AqOMwfxuDOBfjp8CdlDrLDJxCoOlZuICboA/jFNoIPI4VVsV82P4lpwTPcPtK+3URdsa8nYniSzedL7LlLSHeN75RVSdDm/UJ3GxPo/X3NewIKKNnYIFZgdOjnGG+zRtJf21tbzjvoxjpaq7RMu3JNrYohzEdIp42DGKHFkrotJ7wWwursVtTRAwWFuOQ5hRpZOAZ19JoXTaslJJY/bTIwn1pa/Wp3GjYzIj3EMYE+IY6rPO+51Odh73DY5JbDUbsUC2L3Ndpun5rUrWxskuYgu/pz9Jd7GZB4ru5S+zX5nb+Fa6+murEz6eC7X5NBKHeN19NaX3VCwwO9BUHKBZChvAtRVZPOwYxUyjCzPNrhSSxm5ZN+kpJd20zRRKJ+tly4huL9HYk4BVwmRRAXcC/dvxI520bTzsupvFZjsMKWgT5bKtjsEp2mpmGV2IdjNUOAepyTGZZmlKSQ3yaS+ymGD0QYb5eE0xe9JG20XLJM/MdBDbGZ32HDom1xY9xWyza5BbCp503cZe6vCm8z2qlkoH6ql5fnyXJTjgnmZ2J09WjataSTuRRZ6sxi7qWTiysnylnbqEaMhxtT6NiemPcI62mI+Mi9gr60TcnKYRB3jc8S3TjO6MMC6OeFwLzI40F/ui7nKaThGPOb4jSzYorrQTj2xfe2KLfjAed3xDFy2Toa4749qgu1U2pqY4RkOLNk1dps8mW9ZjWZSrPyYaG2UzW1YqecP5AaPTnk3oxrtuYjMvOj5lptGF4e5rIrrPRtkcQwo6JPEkpaPYRl9tA18bZwc8zmcmsZPxqdpKRqc9B8CVRc8GTb/ZTX22mI05RVuT8DFdpc9gm3lCcZDvb5HpOUHxzHInXzUK+MD5Fvmk85DrH/jiih2yIS205M5w99A2s0a2iurYlU19NcOtlNRZZHKHPpZv3Wcy1exJEU6yZMOoZ7i7iq3UEvnMChoUxkOwUzaw9MPbVduKJmREP7RTvcvNyZ7lfsLxNS50Li98njVhiu3nUYP/uO6htdjNPY4/SlzXU9tElmxADnUSN1g8Obbjjb6cqy2MeTNZe22Hd8OktSdtpeVRnUyzEZ2DzHC3FHt41vEFc41OnFr4NsPc1zPJ6MkgbXlEaSWPOr9Hx+RJ921hT+j8LTA9pfKi2TMgMHnVOYJO2jaedd0SND0qGr4ZbiuaN1ygzecWx0RGui9ishlf9aItsikAJ1owI1mfXE7XVvCbcWrIzqTBrJep2wQYTCuxmwH6Ggx03nW+nZAc82oU8H7aW+RQh/td9wXcdBtIKsop3qRPpEA6GW0MCnj9XupwTKYlvJNxa7GL951vkSkbc0nhiwFLg/qba3amn7YuobnlzUUOp+qrGW2cTqDj7XrZgjxZlb4pCbglLzs/5kSRzQOu+9jr1yBrhzyB5klMKdEw6SK2RpxO4pMt69M0RU164qUC7gTQMHnJ+TEHqMkw93XFl2+WTTkxyjxJX8H+SBpHxCLb4lapPb1LrpF8ibbLRmw2m3CmlpjOe4EM0FZzmr6K99yXRVxFZK7ZmVlmFy7RSnZ97KFtSvjsts9v5qnUEscYHNPJiaS92MGGBKeT+KySGXQVZQNuDZPXnB9goPNv1z+KO3BOMntTUxzj5DA51j3FRq7QZ/GxcQFZ8oSoxrRetiBXVosqreRfjtEM0efxsutvTIozoPXZQ11MKeI+yW0p9vA/50iWmG15xX1t3OPa6k0BsKLj5BB9Lg5h8nMMFVMA1pvNaSwOhq0QlEzX6NMwpODaoqcoIJ1PncMj3qcQqYcdo2jKfh4o+j8OUiuq+66TLWifpJSSmuRzmT6b34xTyQ26gVgkvFJJLY7wsfNV3Ojc4fpP2L0c4PkdrSmOBTw+WeVKbQamFPxknB7wehONJWY7y5pxReNGfRKX6nN43X01c0pVltkhG9KE/ZZ25Q2ljcimuihkRQwBdyNxIOmbhK1Q7gJuIcT5Qoj1QohNQoihqR5PIDfok+ihbeEF100lKhpskU1oLXZFtUt6oL6KVWYGB6I8AEcqSzawNIe7h7aJzWaTiCs5TDV70F9bWyZdIzEkjzhGsVPW55sgJbaCGWf2o7W2p7jBREMO0VzsY2mE5YziNdfsRI6sFVO1khM4RB1xNKElAf2tNlvTUssp01XtDn0MfbUNPOO6pUTlitlmF47JtJDNaQQmzzi/ZI+sw/vuS6Mek4nGIrN9xJVKrtancb/jV753D+bDKFJXwnHjYC914uo2WZN8PnS+gYnGP4v+GbKueqSyqU+BdFqSc3u5PotVZkZMtdyB4nxOu6SV6Bhcpc9gqtmDZbItdxQ9RENxiHedb1v2HL3EBm7RJ/CVcTaLA+REh7PebEkrsTcpx9Er9RlUE4V8ZZwd8nbbZOOEdTLWMXjX+Q4txF7uKfpX8aa/cOaZnj0fpyQoj1tgcqU+gzlmp5ATOgvN9nTQdiS182QrsZsnHV8z1ejO+8YlZa7Pkg3RhUxafnR3bTMAy2V0v6G7ZH3ShEEDchMxrIQqVwG3EEIH3gMuADoBfxNClE2SSqETOFi8GeF3s+Tu7S2yKVVFUcTLIdUooJfYUKbGqZWyZQMaijyL6t5Kemibo/oCTTV7kC5cDEhCXt3Z2hJ6apt4y31FREX2/U00+mBKwQX6AsBzYgGw1Axe/9lKBjpjjP6cpS2NusKFb3k+0RVKfFZ6l3U7a8db0rcSu3nI8SPjjL78UirHspA0ZpldvXncgTftXabNpoe2mVdc13GUqjGNa4HZgbZaNvVDHKh7iQ184RzGcOdIZhudecr9d6xOw4mnFrcTNx8436Ct2Ml9rvvZSWSBRjgSzZJKJW3ETrprW/jFCF7GLpz1pidQb6fZo1LJYG0ZjcSh4iowK2Qb3nRfySn6GkuW4NNwMcz5Ebuoxyt+K6LRWC9boAmZhKZBkpv0iSw127IqTCm3TNmYlmJP1DOR6RSF7M+gYTLM8RGn6yt50v13FkbRWXU/tVlntqB/gn5vTtbW0VLL8TagCm5hcR53sma5JS85PqEIB4+67gqYjrfDu2qYrEol3cVmDsuqbPE23orUTm91tVQ2VopVuQq4gX7AJinlFillEfA9EP10VwINdX5HOm6eDPBDvdn05klGuHGyn7aONGEkKH/bY2dx56b4z2qbcIATxCGWRTHru9DswBFZJeFpJb6OWlvMxkGX+kLZR20Wyvacrx0PuF1SL67KkQy/G6dQRbg4N8oWxe2Er0JJsma4WwGUqOxyjT4NHZNnXLcSKICdaPaiudgXsEV1Gi4ecY5imXkiP4eoRxzO8TzusrmTabj42Dmcn9OfpYu2lWGu67jd9Z+4NiIGs0vWi+n7JjB5xfkhA/XVPOK6y/LjwlbZJOqUt9Iu12dhSMHvAUrFRWo39ciV1VLWPbG06/Rp5MjaxXtOwFMfHzydFqN1mraC0WnP8o3zJZ53fMarzhG003byhOvvMZ9MrvOVU0xA7nsnkck/9N+5R/+dxx3f0kbbxVfu0LPb4CkNmC7cUa3m9NfWMD39X/yW9mTA2V8dg9ed73O1YwZvuK7khxhKYc41O9FXW5+QpmtX6TPIk1XDlnJcLttQJPWk5XFfrs1ioL6aV9zXlcjb9pfs0oDdtC2sNFtHtRcHYIl5Ei6pc5aevFRUq5S3gLsZ4H9EyfJeZgtVKeAibT7fGmeyLUAJvy3FLZQjy5McqK2kUDqLz4YTIbu4Fnf8aSXFS0RRBNxFOJltdmGwvpxE1iW9Up9BB20Hr7uvjngzUmnjjH6017I4UWTTU2xijWwV9Ux5PJbIk8iSDThXD556EUgHsYO9sk7UeaGxOkgtsmQDumiZgCdQvFSfw2yzS9CD/RSjF6YUAdNKLtVn00Qc4FX3tVEfnP2tkq3Jl+kBc8XP1JZytr6Ut9yXc1rhW4wwLqGA9JifKxTPDPcBov2836//wuX6bF5xXcsvZmz50aFskU1oKfbGnMMpMLlMn80ss2ucG4kFa8wMuoYpLZkMDTnIGdpSRhunl0jd2SybssNsGFXA3Zj9vOt8i6/ShtGAXKqJQi7TZ3GJPpefjYFMi6PPwnZ5AvkyPeAJazwEJm873+VR5/cMdX7PXY4xZMkGEZUr3CYbAdBKCz8TqWPwL8ePfOt8iQKZRhuRzUdpr5dYeXXi5h3nO1ymz+F/rut4y7gypr9prtmJqqKI7mJzTPcPpjrHuFCbz59G/7DHjkLSWClPTEqlkrrk8ZTzKxabJ4VMpdwl6+GWWlJKA6bhoqPYxooo00kAcqnBbLMLF2rzSHUt82iVt4A70NpumVdcCHGXEGKRECK6qcA4DdRWkS5cTDADd4TMoTZ5slrEs0inaqtYaLZLaFC3k8hrcadTxLfOFzlZBN7c1kPbRKF0sFa2imoMU8yeNBf7YqpRHonuYhMvOD5jgdmeMebJMT/OX4Zn1uJCbT7dtC1RzeRbQ7DIbEc3LbofinZaVtJmt31Wmxl09pYG7CU20lzs41fj1KC330dtlsk2nF3mZEJyhz6WtWbLuFOrXDhYYrYNmMc9RJ9DjqzNW+4ryY+z1nY42bIe1UQhtTga1f2udUxlstEzYP6lFbaaTXAKI+YZrn5iPc3FPn6OI53EZ7E8ic4i09Kc5FocYbhjRFSlIa/SZ+IQJj8Yg0tdI5huduMUbXXY6jotxR6ecXzBlPT/cLa2hOGuazi36BUuL3qeboUf07vgAx523R39H+RHorFBNrd8VWCgtoq2WjYPu+6iQ8FndCz4lEGFb0T0m+SrxR1JHvd7zrd5wPELPxmncWHRy/zbdS8na+t40/ketTnC3/VxTEh7mAv1BTzvuokP4vgOzDM7YkphaR53VQp4y/ku1URhxLPuC832dBNbLErnDO5J5zfU5BiPue4IOWFhoJMt6ydlhruj2EaaMKKuUOIz1uxHSy2n+DemvChvAXcW4J+I2hwoE6VJKUdKKftIKa3thR7GmdpS8mTVEDPSgi2yCSdGEFg25BAdtR0hakRbY7eshylFRN0mO4jtnKKv4VHndwQ6s+ypbWKtbBV1+bSVpifnNxGbpJqRw8dpr7FX1uGeon/FNUO6m/osNdtym+MvaoiCpOVv+1tptqapOBAyD9mfwKSdyEpa/rbPSrM1bbRd1PBWNDgm04KeiPpMMnrTQ9tCI46XzBukraC9lsVH7guxIpd6gdmRjmJ7iWC3BvmcpS3lT6N/TGXsorWruOFU5KUB65JHU3HAW9c3MaUdfStw0eZxV6WAe/XfGJn2GrmyWtj3ORKLzHY4hEmPKE8uQ7lOn8rVjhk87vw2otu3Fru4y/Enc41ObA2QZzrN7EENURB0lrIG+XzgfINpaf/mBn0S48x+nF00nPeMy/yOkYL91I551c3fOtNXTtG6Wb9b9PHkyFr8ZpxKAekco0rEY91NXQqlk1ZhNuLqGJyjLeIr99k87L6HfKrwpzmA51w3cYG+kMXp9/C08yv2U5s7ih7iU+OCuP6mPGqwWrZigG5NHndDDjEq7QXO0JbxpOu2iGvPLzLbky7cAZuqWaWL2MKV+kxGGhdF9BuwQ56QlBnubprnb462QonPBKMPbqlxkT7fymElXHkLuBcCJwkhWgsh0oDrgMB9t5NMYHKWvpQZZveQVQM2yyYRNb85xzvTN8PsZtkYA3HjYA91I0op8eUH9tI20UeU/JHRMegqtsbUdXGrTExXshrk80naq6Tj4jbXI5ZUevnL6Et9cRiAZTEsh8VrlfcAFelyewuRQ1VRVJzjmSyrvLnt3bQtXKTPY6LZO2x+6jizHy6p83bau1ShEPBUNtkt6/KHGXtOsL+5Zic0IblMn1V82dnaEqoIF38YAyx5jnCO1+KOPLfVtwE1kXsGYgm4B2vLmJH+Lx5xjmKh2Z6ri56JuxsnePI0AXoLazaVCUz+pk+hSOpcrM+jV5jHrUcenzlfwUTwqPvOgLeZa3aiSOpB00qu0mdwgb6QEcYQTi18m4dc/4i6nGU01ssW1BeHaWhR9YZWYjdnasv41jg7phr0Eo1t8oSwx/UTOIQuJGtKrYx+ZlzAy66/Mdo4nYsLX+SqomctK885x+xMT7Gx+DgTq2bk8Ev607QV2dzpeoivjXMivu8isx0AfRO4cfJfjp84JKvzgTuyFYEdsmFSZri7a1vYJ2uxM8LSvKUdoiZzzM5coM2nPKWVlKuAW0rpBu4DxgNrgR+klInv0xqBrmIrJ4hDTDJCt1febDaliThAdY6FvN2V+gw2mM1YHWV6Rix2ygYRLbN2EDs4JtPYL2tyt+PPEtedJHZSTRRGlb/tc4wqZMt6ltQA9nHi5n3nW7QR2dzjepDN0ppU/3HelsEHZY3ibmrJ5Ps8dImwjqxviXlD0lNKPKsW9+q/UU8cCZlO4rNVNuFfrnvpI9Yz0vk6PcQmTtNX8YX7PMs2Ly6U7ZlldOY/jh+Ly0oN0eeSJRuwNMquiLHKLp7hjjzg9r3fa8zEHQ9yqcE+WYv2EVa6aEAubzjf54CsyZWFz3CH62HLVlLyqME6s4VlVRwGaGtore3hWfet7JV1vLPcgX+o0yliZNrrNBYHuLPoIbZ7c5FLO0pVFpodggbcZ2pL2Ww24RX3deQE2btgpXW+cooWbZy8WZ+IgcY37uhKqPrLlI3DVpPwpTP6TkT9fWgMYaj7rrAVUaI11+xEunDTO87P192OP2lILtcUPcUUM/Rvf2mHqMkGs1lxrw1/DzpGMzntobg2dvYQmzhLX8pI98UcoVpE99khT6ChyE14mktPsdE7ux37at1Y82Raa3voJLaFv7FNlKuAG0BKOVZK2U5K2UZK+VKqx+Nzlr4UQwqmmd1D3s7X0S3ULFJrsYve2kZvNY3EdgaEyJvftBOeboVfuM/jHH0Jbf1+mH0bJmOd9d1qNrGkyx14ZrNec37A6fpKHnPfUabAfzy2y0YsNdsyJ4FL+6EcoRpbzMYRz3D7yoTFWhM5VjnUYbesy0B9NQdkjYhXav40B/Co+y5O11fybdpLHJXpfGNBS/XjBE+7b6MKhTzm/IbaHOF0bQV/Gv3jSjeKRg51cEk9yhnuTHaYDUM0GrHGSrM1XbXIlrifdX5ONQq41/VATLWjw1lstqOXtjGqvgXBXK9P5qCswU/Gabzuvoo+2gbO0xaWuZ3n2DGCPtoG/uW6lyWyXcjHnW52o6O2o0QaFHg20J2srWVylEFYPNZ5G1tZkcddjQKu1qcx1jw56EbnSPgC7lDvoe/E01cxKxkWmh1wSy2ucrTVKOByfRZ/mifHfEIwxujPAG0NzTg+q5xOEbfoE2ij7eJafWqYRwg+u/svx2j2y5p8YZwb8Xh2eCuVJLLjZIbYRRttV9yr9+O9aSUXlqO0knIXcNvVWdoSFst2xd3zgvEt24baOHmFPhNDirhq2UZjp2xAE7E/7A9be83TrfBL4xzyZTp36WOKr+shNnFIVo951nerbOzNbY93eUjytOMrLtHnepcjQ9dDjcWNRY/xkOsflj9upFbJ1nSJMOBuq+0kSzZI+EbAQFaZGQCMNU6OqjnLaGMQT7pu825AGhxxE6VIbZFN+dAYwpX6LJ52foVTGElLJwFPE5491I0q4O4ktiWlBOUK2YZ2IivsZsXztIVcrM/nLfcVlq0elbbIbEctkR91belOIpMRzjeKy9E1IJfztEX8ZJxGIWn8aAxivdmcoY7vymx4fNjxAxfr8/iv62+Mi2CD9TRvqcBBeslZbs8GejdT4qg8Eq2D1GKvrEMHC2a4r9BnUksc43P3eXE9zjbZiCrCRSMOBr2N73uwS9aL67micZSqrJAnxrVxcog+l5riGN/GsQLgq9d9tWN68WUXavOpK46wW9bl/xy/BZ1tPkNbypz0f9IxwAxvb7GeQfoKPnRfHFWpyeOlAROXx32WtgQg7vSgg9RintmRC8tRWokKuC3QiAN00TKZHCadBDwHIEOKoHncApPL9VnMMrvGNbMQjZ2yAWnCCJn7V59cGoo81ssWHKImo4zBXKbP4g59DK86R3ChPt+bThLbrO8W2ZTaIp+6HI7xr/C4XR/HbY7xfOS+0NIOgf6OUjVhJeMisdJsTTOxP6LW0q3FbraY0TUWsMpqbwOcSNJJSvvaOIeLCv/Ly+7rrR4WAO+5LyVLNuBKfSZbzMZJracO3lrcRLZpsjrHaKPtKq5vnkjLzRPRhaRLiN3/tTjCC87PWGO2YmSCvmMAi6QvxzW60mlX6TM4X1/ID2nP01zs5Wp9Ok5h8J13pcRA52X39bTW9vB12n+LN/Vdp0/hXsfvfOM+K+K/a4Nszi5Zr0xayRnaUvJkteI83WRZZ1rT4t3XLTTeNKtMbzpOay346mVTsZ88WTXitAerzDE7001sCZveGcz1+mTWm81ZHGYVJJRsGjDT7MrV+vTiBkE3OCaz2WzCv13/oLE4yHUBZrlrc4RXnCNpKg4w1PFdmev/7RhNjqzFV1HklMPxGe5E5nGfqy9mrdky4u6goYw1+3OitpuOpT7zGiZPOr6ihc2a46iA2wK+AuyTI5jNKCSNLNkwaAm8/tpamot9MTVniZUvpzRUWomv65tv890nxoWAp+TQIG05i812cZVq2uKdGY+v8YbkNsdfzDI681/39aQi5SMZVnkD2fBpJZLWYndKcs0BvnGfxdOuW1gUY7rBapkR02atSBSQzjOuWwD4wxxAsj8ru2W9iGe4fTNYvvc9kVZ492CULj15r/4rq9NvY176/zEh/VHqkcfDrrssaSsfzA55AntlnajzbHtqm9hiNqamyOfHtOe50TGReWbHEjPx08wePFR0Dx3Fdv5KG8ozji940fEp04zuPO2+lcg/D4JpRndO01YVz0QKTM7UlzHD7JbQ1yeQdbIlJ4md6BgxP0YaLrqIrd4ynPF9L3ylAUOVfG0q9gfM3060uWYnHMKkb4AyoeF0Flvprm3x1rWO7zUaZQymmdjPadpKOojt9NE28K1xFnPMzsw3O3BvgFnuZ5xfUocjjHIPZpC+glO0VcXX/U2fzKn6at53Xxr1BuYc6lAgnQkLuOtwmD5iPRMtSrX6y+hLvkznZefHJV6j+/RfucMxjlOS0ME6GhEH3EKIbkKIS4QQV/j+l8iBlSdnaUvYZp7ApgiXVreE6Oh2vFNV8ioa7oyg+c3xzXeegDtLNuTcolc4ueBd+ha+z99djzDP7BTzGHxltyLtwhlIS7GX5mIff5n9kpaPmwqrvBsSw22crMdhaon8lAXce6nLl8Z52PXEZ7LZm5uKhvKhe0jSnzs7iuY3xRVKvCk6ibSP2mTJBqXK8Umu06eyS9ZnhtGN5WYbHnXdVbyCkTieuvN9oqhUkoaLTiKT8WZfrit6Cidumon9AZf9fzJP55zCV5htduY2x3g2yBb8n+v+qEv0/WoMpJbI51nHFwB0EZmcIA4x2UheOonPerMFVYSLjDj2w3QS20gX7pgqTpW2kwbskvXoH6DZlE8Tsb940ieZFpvtKJSOmPK4b9Anc0ym8asFaZ+TzN7slzW5Rp/KDfokCqWT0d79W2+4r6KROMQN+uTi25+tLeYKfRbvGZfylPs2smQDHnN8i8Ckp9jIc47PmW504wsjlnQgQZZsmLCUkjO1pehCMsmwptrMAWrxoOteuoktvOb8AIHJKdoqHnT8xM/GQEaVqZ+fWhGdfgshPgW6AauhONFXAj8naFzlRnOxl0Hacj42Iq8TvFk2ZYC2Bg2zRN3fahRwvraA341TktrBMLu4vXvwgLu92MF+WZMcahdflhmgNm2ssmRDiqQeV2lAXz7eHLOzVcOypcNUY6vZyDPDHWIiy/ejuzVFAXd5MDPBZTeD2SXrky5c1ONw2HKVXcRWcmQt9sbVvTFyK8wT6eZXG7iNyKallsMTrr/zjRG+pbeVFpvtuNC5gBM4GFGKXWeRWRwsrpMtubboKS7U5hdXFyptD/W4w/UfTjFWs9ZsGVNr9fmyI++6L+U+x28skSfRlP2YUjA9zAb6RChu8S52xJxb30PbBMAyCwJuEMw2u3CmtgSBGXAipIk4wMoY6zHHo4B0lsqTos7jrkE+l+qz+cMYQB7V4x5HEU5+MQZysz6BIpz8afYv3hw9z+zEXKMT9zt+po3IZoNszr2O31hrtuQ992W4cPCa62reSPuAW/Xx3OUYw25Zj/td98XcUyCRpQHP1pewW9ZlpYUn6xPMvrzs/htPOL/loKzJ+foCNsmmPOH6O3ab7In0HenvbSRzi5TyNu///p7QkZUT9+h/YKDxmfv8iO+z0OxAFeHiRn1iicuv0GdSXRTyk2F92+ZQDlONPFktZJmy9loW680WJOoDbKCzXTaKuumGv1O01eyWdYs3plZkkWyc9J28pGqGWwkumlrcnbVt3jKLyfnxWG62oZW2l7rePQJnap6UualGj6Q8vz9fDnSkLbB7eoNF3+zsZtmMd4wrwpSVFMwxu3Awjjr9r7uvZpbRmRccn3G1YzpLZVtL6v5Ha5NshiFFRKUBBSafOf/H5drMEpf31DaRLeuxB2s2Mc42OlNPHKFTgNzydIpoIPJSMsMNMNfoRGexjdocifg+l+mzqS4K+TZEm/RojTLOIE0Y1BAFZcowPu2+lTVmKy7S5/Gc8wvqcZj/uO4u/kz/ap7KGrMVzzi/og5HuNv177iqGR1vfhP5RsSGHAqbC59OEYO05Uw2elm+Av2RcRHfus/gJsckqlPIva4HLOkHYLVI/+q5QojY8wUqqEYc4Gp9Oj8Zp0d1cBpv9mGG0ZVHHKOK6183YT+POL5nntkx5pzXeOwMURrQ061wB+sT3Dxla4hUm/AkA7TV3tlte53VJsJKszXNxb7ioCiQDG03bqkVb4RR7CPSWtxpuDhJZCWlHr/PCm+Js27eE7oztWWsNVuQHWOTinislhkck2kR1+PuqW0kSzZISt1rfyYaD7ju4yA1aS72pSSdBDx7hLbKJnSIoGvv6dpKztCXc7Oj5MRPT7HRknQSn9nesqynBqg37TvhTFXAPcfsjCYkJwdIeRmsLeU0bUWJyzRMbtfHstw80dLGZxtlc+abHVhpZrBEnlTmuutdT9KjcCT9Ct7jzKJXS6RzSTRecl9PvkznUdedrI3zWLFOtqS2yKet2BnR7e/Qx7Cwyr2srnI7S9Lv4ue0p2kX4PM3QFtDdVFoWf52SZ5yr5+6z+c+1z/ZlOQyuJGKNOD+Ak/QvV4IsUIIsVIIsSLsvSq4Ox1j0DH5wIg2B1TwuPsOBJIXnZ8CkmHOj9Axedh1F6kIGHfKBkHbuzcT+6guChMecG+RjckQe4p3a0fjJLGThiLP2/q64lspw3ecbC12kyUbJn3jlhLeNm/HwZPClLxrJ3bgFEZx3n4yrDRbY0pBN7GZmuTTR1vP1CSWt/PnxsFy2YZeEQfcmywNFqOxn9rcW/QA683m/Gkmr8xkaetkC9pHEHBf780L7qltoiGHAE8JxZZaDkvNk0LcMzp7qcsGsxmnBkjd8OxjgF2kJuBeLttwTKZxlrYU/xnd6/QpfJ42nBHON0rUWD9PW0hrbQ8j3EOw+nf6jqL/cEPR4yEeV7CXuuwI0IhpttmVHoUj+d2MviJUaVO8K1lne8v3hXKxNpcnnd8w0ejF/1zXMdY4mRPFLp5wfFPmtmdrizkq05mboJRPNw6ed98cdQOiZIo04P4UuAk4HxgCXOz9/0qrLnlcr0/hN/OUgF+AcLJkQ151X8OZ+jJGON9kkL6Cl93Xx/RYVsiWDWgWJG/LN1uy3kx0wN2UdOGKqgOfT3H+tlGx87d9fBvoQm2czEhhhRIltDxqsN5sTr8wqRLJaOle2hGqsVk2pbu2mdO0FTiFkbIZW/DkEncS28J23WvIQZqLfZYGi9FaKk/ivKJXgnanTIb1ZgsytD1UC1FLvREHOEtbUhxcneGttNWjVEqOVWabXeinrSvzHjYltTPcRTiZYPbhWsc0fkh7nl5iAzfqExnm/Jg5Rid0TG9XUgDJPY4/2GI2ZrzZ1/KxHKZaXD0HrKrotJv6rDQzOFsPHXD3Fet4zfkBC8z23Oe6nw+MS3jSfTsj3EMYpK+gu9hUfNvaHOECfQEzzG5J3Z9mN5EG3NullL9LKbdKKbf5/pfQkVlEJKgg+t8df1GFIt53XxrzY3xhnMdSsy3n6wuZY3TylhhKjZ2yAbVFPjXIL3Odb7ZkQ4KXabZ6S0jFksd9iraabeYJ7KRypE/kUZ1M38bJgCQZYrfaMGljC8wO9NY2hCzh1llkkierJj0taIU8ke7aFs7Sl3JQ1mCpTF0Qu8xsQ5owAjb48NcrQcFieeNbiQzVMOhafRoOYfKM+xayZAPO8c5m9tQ24pK65SUoZ5tdqCqK6KVtLHG5b6P+7iQ2vSnt365/8LjrdjLEHn5Of5YXnZ8x0ejNra5H+dAYwqX6HE4WaxmgraG7toWPjIti3pBYXkw2e9FLbAza66E+uXyU9hpZsiF3Fj1UIoj+yjiHg7IG9zl+Lb7sBedn1CKfd92XJ3rothbpp2adEOJbIcTfyltZwPQwsyKxaC72cos+nnFm37i6rJlo/Md1N38ZfXnEfXdKS9mFyiltr+1gh9kwph380dgaQRfOQDRM+mtrKnx1ktJWyQw6B2lQ0pBcaogCFXDb2AKzAzXFsZCBZGctkzUyI+nHhuXmiTQUuZyvLWC62S2lAcZyb23w7qVqg5fWU9tEoXQkvYmR3ayTLQGCbpzUMbjOMYXpRjd2yEZMMnoxUFtJFQrpKTaxRrayfBZyvtkRt9RK1IsGTw53jqyV0llPA51vjbMYVPg6w13X8Kn7fO51PUARTj5wDyFLNuBZ5+f8n/4rObI2Pye5qEEqTDR6ownJGdqygNff4hhPLfK52/WvMhs0j1KVT93nc46+hE4ikyHaHC7R5/Km+8pK/92M9ChaFSgEzsWTSuJLK7G9KhRa+njVKOAj52tIBP9z/y3ux9ssm3GP61+WdF2Kx0bv7LVvSdFfe7GjuNxUIuVQm8OyatQz3J1EJrVFfsJyw+xqjZlBSy2HWhwtc53vNVQpJfa1wOwAwMlBGm/UIJ/OIpOVSczf9vEFudVFIVMi6KCbSLuox15ZJ4KAeyNrEtgsqbzYIRtyVKYX904obbC2jKbiQHGVjUlmb6qKIk7XVtBN28Iy07rNgD6HqcZy2YaBpQLupuJASpreBHKMKrxnXMbz7puLK4AUkM4LrhvpqO1goL6aT90XVIqUiNUyg12yHmfri8tcV40CbtYnMtHsHXRz4hfGeeTJqjzh+IYXnJ+xxGzLiKj3ulU8kQbcGvAvX0lA4N8JHJOlqpbq0BQPgcmrzhG0E1nc57o/pXl6VlsnW5RYWvRx4uZEsSvh6SQeImRToGB8+duVZcOkzxrvbvTSbW3BU6EEVA1uO9tDPTLNRvQLEnBfrM+jinDxh5H8DXhrZSuKpI4hBdNTVKv8OMFysw09RPCAW8egm9hieTrJpT2aWvp4ySDR2CBbBK1UcoM+md2ybnFn5PlmRw7LqvzD8Qc1REHCcuBnmV3o7t2I69MkRV0mozHe7MsMoyt5slpK0z6TSzDF6Mlp2soyeffX6NOoI47yoTv4nGse1fncOI9T9dWk4ebfrn9E3VCqIoo04O4mpTzk+w8p5UEgdbtoolBFWBdw36f/yoX6Av7rvj5lDTMSR5RYWvRpK3biFAbrzZZJGcVW2Tjq5jenaGvYYDYjJ0mNQezCt3Gyk5ZZ5rrWYjdFUi9uaqTY0wKzg7e1dNm9Jtfq01hntigu05dMRThZLtsw3+wYV01fqywz29BG2xVwNQc8G7uriiJLAu4OjWtyShtPEHhNn8Sv7CXCOrMF7bXt+H+u6pHHs47PGawtZ5QxuLh6kQsH083ux2uYy8TkwM8xuqCXKsHXNEVdJqMjuNf1ABcW/deSRjflxUSzFzVEAf39OnHqGNzhGMtCsx1LZLuQ9//UfQFrzRY87b7V0iZ55VnEM9xCiOLCpkKIekTYpTLVqlBENAXcg+ksMnnIOZqfjYF8YlwY/8BsaKJ3adF/2e88fSGmFCw0k1MbfKvZhGZiH+kRrkzoGPTR1sfVVr68yqEOObI2nQLkAGeI3eyQJ6hZBZtbIDtQTxwpU/P2JJFFT20TPxqDSFVd+buL/s29rgdS8tylLffWPO6qbQl4fU/vZjwrNnfeedqJnNjQE1jVrlo+01PWyxbUE0doyCE6iO38yzGa6en/4kZ9Et8aZ/Khu+Ty/kRv2tABWYNtCVq5XSrbclSmc4E+H4Ca5FNTHCsHAbenck+Wt5RnZTHX7Ey+TC9RHvAibT7NxT5Ghpjd9jlETS4o+h+jjUGJHGa5EmnQ/BowRwgxGk/0eg3wUsJGZSEHBo05wO4463zepE8gX6bzrOsWKmpjlQVmR/JkVc7RFjPJ7I3A5Cp9BrPMLkmrk7pVNkETklZiDxsiyBvvILZTQxQk7YTAblabGcWl4/ypCiXlg38e9ybjeNrW1fp0XFLnF2NgqoaWkk6Jwazw5rF3F5uZTdcy1/fWNrBX1iHLghUdIeDJizpxbqfGdGlWO+7HSwXfxsmJ6Y9QR3hWBSYavRnmvi7gRv9pZg/cUvOmkyTm960IJ98bZ3KLPp63xJXeyTBsn1JSWRWSxiyzC+frC1kpW7PebMFdjj/ZbDZhko1rXdtZRAG3lPJLIcQi4Ew838YrpJRrwtzNNjpq29ltxv6lrsURLtXn8IsxsEIvKblwMM3swVn6EjS3yQBtNc3FPoYZ8W8OjZSvo97J2lo2GOEDbl/+a2UNuNfIVpyircKJu3ijj8AkQ+wp7vCm2Nd2eQK7ZV36aev4xjgbAAdurtBnMsnsZaugN5XyqMFmswk9tM2UraIoOUVb7d3DEX+wKARUceqc3q78lhhdabZmmXkiu2V9ppg9mGb0YG+I7pu51OAp920J77Uwwn0xN+iTuE//lbFmPyB1NbiV8EYZgxmorWK4c2TxZY+67kxpRbXyLOK0EG+AXW6CbH+dxDamxpFyfrU+g6qiiK+9P4gV2USjN5foc+khNnGNPp1DsjoTzd5Je/7NshnrzeZcos/hK+PcsLfvq61nh9kw7hWM8mq1mUGaw6CdyCouudSIg1QVRapCSbkgWGB28J44SkBwpraUBiKPH4zBKR6bvRyvcuF5nXzaiGwaiUOWlQW9qGv52yhZ2lGqclnRi1Hd57skbAjMoS7fGmdxsz6BA9QE1Ay3nU02e9Ol8BNaij20FztoIPL4qRKURUyUCn+aUoSTjgGW3CMlMLlBn8Qisx1rKkENyelmd1xS5yp9BudrC/nVODXpZZB+N06hr7aBpuwLc0tJX209C2TlnN2G45VK/DdOtlYVSsqVBWYHmogDtBJ7OF1bzr8do9kj6zCjwm3Mjs9ysw0niEM09mu1DTDAu6lrjkX7ONIcFf5nMaU+cA/Bjc7f9XG4pcbeSrbZvbwx0ciUTRhv9uMb4+zizbZK9Cr8keUYaXQN0f46nFO11Zyo7eYrd8Wf3QZPOZ95Zkeud0whXbj4MQWzbL+bnjJoQ/S5IW+XIXbTUOSyqJKmkwBkykYcleklNk62Edme60wVcJcH882OAPyW9hRfpv2P+iKP51w3qw2vpQRrgHOKtpos2YAdlWxTW3mVQ12+M84kTRjsoa76nCuVRoUPuPNlFVppe2lUalYkUjfpE9kvazLOPNnikdmXL4VktdkqJZ2hdshGLDXbcok+J+Tt+mrrgeMbzyojicZa2YpOxas4kuv0qWw2m5BdSdNsyptNsilrzRZsk414sOheTi18m7Fm/1QPy3bWypYUSd2Tx+0lMBmgrWGO0ZmKupm9IvrAfQmF0qnSSZRKpcIH3EeoAhxfdoxGE/ZztraYUcYZlap72USjD4XSWbyJKxV+NwbQWdtGm1Ll0vz1FevZL2uyWZb/nMt4rDFb0UlsQ2AySFtBFy2TEcYQtbGlnJBoXFD0Py4tepFfzYGV6lgTjULSWCtb0d2vAU5HsZ264ohl+dvrXjjfksdRQttLXR523cV77ktTPRRFSZoK/4tcQDoHZY3iboTRuNkxAaC4BW5lsYv6nFL4Nt8aZ6ZsDH8a/TGk4JIQaSV9tXXedJLKPbO1WmZQUxyjhcjhXsdv7JT1+TWF5eQUJVE8jYLW01t4VrcGWNxltopTpTcky+/mqUw1y0X/PEWxRIUPuMGTIxntDHcVCvmbPoUJZh+yZPktDxWr/dQmlYFsDnWZZ3ZiiDaHQI2LGnKI1tqeSlsO0N8a07Nx8lZ9PCdr6xjpvri4RKCiVCTvuC8nSzbg/bS3aMghTtHWsNlswh7qpXpoiqIoIVWKgHuu2YkWWg7Nxd6I73O5Pos64iifudUSY6r8Zp7Cidpuuomy3eX6VuD62/efFV23vA2yOW6pcas+nn2yFqNUOTmlgsqjOv9w/Yta5PNu2tv009ZZlk6iKIqSSJUi4PYdkCOf5Zbcqo9ntdmKBbLybshLtb+MvuTKarzjfIdm5JS4rq+2nnyZbsmmzv9dWbZzXSoNbBtdt7xC0tgkm6EJyafu8ykgPUEjU5TUWydb8pjrDk7W1lFTHFMBtwJA87pVUz0ERQmpUgTcG2UzcmStiAPuU7VVtNey+Mw4n8qeH5xKedTg5qKh1BFHGJX+Ai3FHgDqk8tAbRVLzbaW1ATtf2LJnfLvXp/avMLGtapEfZ9lZhvyZDW+Ns5JwIjsrV9rlU5Q2fxqDuQz93kUSCfzvGUVlcrt4fMCr3b2y1DHB8UeKkXADYL5ZidvwF02H7i02/S/2Cdr8YcxIPFDS6BB5bg1sc9y2Zbri56gOgWMSnuBj53DmZ/+f5yk7eRPVTqt2Mvu67m46CXyqJ7qoSTd29epjVflWXqMjWaec9/MKYXvcJBaFo9IKY+CbXi9rl9i29UrSqQqScDtSStpIg7QWni68DVhP+dpC7yzpp4gvBZHuFCbx5naMr4xzk56h0WrtW5wPPgadoW90iaCeWZI2WoDq2Vr/lb0JA7cdNEy+di4iHMKX0lKK+JUEH6LKpEGI7nUYLtslKAR2VeHxjVpXLsKXZqpoKu8+vy2fjHeU3BABduKV7C16N6t6iZ1HIoSTKUpZeArGzVAW0M1s5Av016mvjgMwEFZg32yNm1ENpqQ5MhafF1JOkuWF+tkSwYWvo0LB2blOU9UwujSrHaqh6AoiqIoYVWagHurbMxuWZfr9CkMdXzHYapyc9GjNBf76CY201Dk8rsxgIWyA0vNtuV+dhtKzpSWFy3rVQt6XaLek+Z1Sz5nRv3Kl5ZRXj17iWfD3GtX9+DNSRsYt2p3ikekKIqd1KqiGkkp9lBpAm4QzDE7c4U+i61mI24oeoJsPNUgvqVipiakO47ntDn1+GeFX7i0M0/9Fn0DoWh0bJL8JWJdO35mMvORM2gRIuhPBv9cxKppOoVuM4Wjsbca6Z5DWPvGNfngxt5kDB2T4hEpSuXx4mVdmL/1AH8sz071UBBBZpjqVi//k2dKxVCp1ua/dp/NWKMf1xQ9XRxsV2S3nZpR/O9Le8Tf/rxDCoLhZEt1sA3QsObxsn53nX5iCkeiKIoS3LmdGlFfBbSKBRrUqPifo0oVcC+R7bjX9SA5VI5NFHWrHf8AOyyY4a5MerWsk+ohAFDFoVpNKxWb9Ksc1aZh6tK5ylNVpx4t6qR6CLbTrM7xOtyzHj0jhSOxr9NOsu9EY+sG1bmqd/NUDyOhVBRWgaXFWG7LCjf2bxn0Ov/qKYqiVHLhK7UmRXkKYqs47fPT3dUmG5c7NT2+Alt6X44CmcMuonqavbOIX76iKwueqJgpvqAC7grp2j7H645e0KVxUp/bdwZ9TqfAz/vV7f349Na+yRxSRGY8fAYzHzk+KxIsH1BRFGvJIP9OtnM6lZ+ymkMvsE+zn142KLt3dsfy896lkv9+JbsRCJy6xgk1o2/8ligXdW1i6eOpgLuCqeLU+N9V3cgcdhEAH9zYu/jfyfDyFV25qndzTmlTP+D1p53UkIz61Urkl9tBy/rVSuRv26VSSf1KkNemJF7T2vb5EbOjzGEX2brEZPtGNUv8d48WdZJ6XA8llSuWd57WmsxhF/HxLX1SNobyxH8eyVeg4MObeqdoNPZ3atvjKTh1q8Vf7UYF3BZ62QbNZUSKW9E3r1uNV6/uHrAqyj/PbAt4Zo+fGdKZzk3tuwnzxcu6pHoIANSqqkpaKfGz84qNw8azbnaQOewietpkT0lp/hu8U+GJi8o2SlMiU7uqJ72kZhV7p5mkkv+h6fqTg6fJRvx4cT+CUswOB0U7f3keOrd9if9OZQxw+8DWIa+vmmaPzYqDy9FGLkWJRfck5U6X52oaQ7ofrzLVL6NeCkdSkp1P5JSy/GdsG9fyrHpVs0tedyX4KKmAu4J58uLyd8b/x30DA15+RovEHQiqOu0RUAez7OlzWPjE2bb7Qbv/rJNSPQQlBocLXKkeQlA2+4gHlcpNlQNOrF+8UTKjQWwbAj+/zdq9MyNutHcqwuh7BjDugdNSPQxbudCbkzzypt68eHlX3ri2e7naLJxsmsUHJxVwx+l0m81AXtI9/nrbwcTTPGfO0DODXieDbJW6sWP5nZGKV51qaSlfrg1I2qSkhBIVOzdPsvIjlcjKTK9d0z1hjx2Opgme83ZVjZXVM5nnJ3lDfrT6ZNRLSSO1QOpYkP9rhdpVnWQOu4hzOzemRrqDy3vapwxfqC7TqTIgyF60WKmAO07+tT9TnT+diE00tf1yiLtEmXPtvwza1O918knl61Xb4tzoR85vH/5GipIizeuW/f5VRNUTmArW2iYbqZXy4+d7T6FZnapxnyzFa9p/Bqf0+SORnsIyxsH4T3BbMTFgv79QsRX/Jblo0xvsljPpX+LnjA4nACVPmOJx7+C2cZ/wvHJlN9sv07ZrXDP8jZIko779ZkTs6rST7LUS589/02QiqwPZuSRarJY/fS73DGqT6mEoASx4/Cx6tazL7KFnckqb1DacaWzjKkWdbLIKEYjVKZ0q4FZCCjQzHalwy7u+knf+qSqJTKPwL0Xo+x4l66w6kjy5a/q2sP0yrV2WaAGmPRy8m9wLNqkyYxd3nBZ6k3Aq+XfB/b8zEhM8Nq9bld7eetGxzjbaMde8djUnD5/Xns+C5Gf792SoZ4MJEN9GvUCC7eUpr07w+1ttmR5oE3+zoPpHotTwS8M60ztJF0q4ymsq4FYipmuCi7pFXgje16Y5WFOCN67pwX8v71oiiPMPvq3OFk7l7GxFnF2zI98J1Pmdj5+4dLDRrHyqNKldPlJKdC0xP0lCHA+YG9Qon8FP/xM9+aSl8251TXBG+8DBgH+1pbYn1GDO0DN55apuiRtkGLeckhH0uq7Na8e9SnhxtyY0CTCbO++xs5j32Fm223P1xd/7JeV5qkRYJODu009M8EjKuqxHU87qcEKJDfl2KWrgv7+sTrXwJ6zf39U/5PUq4I5TqDP2ZEpWp633ru/Fa1dHt3moXvXA+dJ1q6dZUtvSTj7z66L58HnH87pVuJ0cNdI9MxL+s5FvXNsjqWNY9vQ5SX2+SNj9hO/r20/mpcsTtyqhh5ieXvJUZO9XqisGtapfncxhF8W1katpnapc0bOZhaPyiLQcrZUv4dW9y274e/f6Xsx9rGxr8Ma1q9C4dhWqOpMT8vg6Lpc7KfiI16zi5JNb+9LIL5ZqZZN0Qf+8bd8EYqhV8ZpVQu8NUwF3nG4NkKaQCi9cFvky6de3nxzXc10Z4EAXSMt6ng9oJDlaiawu4FMjCfVGz/Bbdrq+3/GTiXCfjTXPnxf2sds1qhHzuCqaYLWIfWlDvsAb4quuE4s61dLo0sw+qTflwcCTGnDDya0S+nvvS6mo5jfre9pJDcKmWli9wTrVHAn4Pnx+W3Jman0WP3k2w6Oc+IHkrG5c2LVxiYmX0i7tcbyYwIkp7NIZSM10e9TkHtTesxLRIMWdlv1X2YUQ/H7fqcx/vOwJXaRUwB2ntCAHr2FJ6jq57OlzGHlT74QsGcebUzegTX3G3D8w5DKiz/zHzmJ2iNKBViy9aX6zfL5/JTsYCyaSkl12qMgX6dJkogU7gbnvzJPIHHZRysbpmy1taMO0hRb1qnJV7+acFUEuYnn1yPkdAl4ugccv7MhLl3dhcPvjaQWRzPz/+c+BfHBDL6uGmFTJarvu61pohT//mbhcbl8efyI9cVGnkCc1D57drvjfdsvtPr9L5CmjiXRWB8+K/cXdElfmOJDSEyWy1I9ut+Z1IkotCcYe0YYfIcRwIcQ6IcQKIcQvQog63sszhBDHhBDLvP8bkeKh2kKdammc2zmyjXa+ihyRzsR3bV47ottd0Sv4EmXnprUjWoqtWz0tZMWQASdaWw+zdYPq/PPMtnx0cx9LHzcYuy/ph3PLgFZ8emsfy6q6xMuOG9jg+IlcpKtAyTTzkTN59eruttg8lwh3ntY6YJqBT7U0h2cW3e/DUzeCH88W9apxQdfYA5F/DD6+ETTZKx+doizlGqtIc+8j+dp2aRbZ704shiSwT4VPuL/Rpocu4HjaRKr1a12PETf2YugFgU+gk8XqY6XtAm5gItBFStkN2AA85nfdZillD+//7knN8Epy6oG/Pnaq5uDzxz8HJqTzVqLqaUcSo84LkK8XCSEED53bnpYhcsUGRbjBxn/GLJh+rWM/YbhlQKuU13GtWcXJmR2s3ydQXjewBVMt3TOzbnWHskj18ZvBCxbcPZriH7FECTez6M9XNejk1olvk+7/SYg3nc+uIp1Jr57ilIVkfCtPCDNrnapjQyj9vN+DVO9T8Hd+lyYpWan033Rb4csCSiknSCnd3v+cB9hvqsiP/wHe/62Jp5xeotSrnmbLE4FgIjkwJXI38+e39WX8g6eHvd2FEcx+XdI99hmy5y7tElFajvL/7d15nBx1nf/x92fuzEzCZIbJJCHJTO6LhCQzua/JfSEB5BLCDSFIfoogSABd5NCs989jUXZRVl1ElHXBVVcEDTdEQORGAkZEEARXJKLh+u4fXT3pmemjuruqu6bn9Xw88khPVXXNt7/TXf2pqu/380mukN8h1RXRGHIjSZ84LPmwtiif5LQUaBL697bM1ycOm6YjE9LmFUJ8UlWYJ9BRLsKV6o5CtkNfMk1OK6ZMJ32pKitnc/cw6MxL15w8W3ecnzrNan/Sc5jP7u0bAisqGLmAu4dTJP0k4efRZvYrM7vNzIK/VJulQtyeCkNbwsHtIB/DRn72oSX62YcyB57FdvGGyYHuz8w0MaADW5SuHOSiqciTV+IGeyWSxzT7n0AatYlJfqQbGuFXsa8mZnLBukm9xusWqkBHZXmZjp07qiBDvRI/+uVlpt3bN+jEBW2+MlnkcoHkiFn73jsNOUz4bKqrKviQrWwnhOc6yT5qV5cTr+DOHZP8bsvx81pDb0dtVYVGRrC0ejGEmWGmKEdkM7tFUrKBxxc55270trlI0tuS/sNb96KkUc65V82sXdJ/mdlU59xfk+x/s6TNklQ1dFyvX7L/AFPzANPGcVXavvMfOb2GS+bXaNSgv2jHjh1dy3b+8pddjx+5/+6c9putxN+fi9MnvKWtz/vb9x+eSL7dH//4x8Dak2jPnj2K3ze4/fbbkm5z5113dj1+8XfPaO7Qct33x3eSbhtv29IRFYG286knn9SOPc/0Wn7XXXd1Pd553860+/DTnjfeeCPrtgXlhd27tOOt30mSpjSV6fFX3w1kv2++uTer7c+aXq7L731LE8pe9v03vO225O+dMMTb9Ngf306/YQYD976c0/Nee+21rseJ77kg3+9BGfP2c3rl6d9rx9PB7C/da3xn798L0gfXrK3TSf/zN5n2ZTh47nfPda1PbMPJY5z2vFauzdOrdeYtyT/bHznonazbfffd+757fvfY/Ul/dyqnHliliY3luvQeac9b6bfNpl2zhpTrwZff0WOPP5Z0/bLGv2a1v3z+lv+2ulan3RzesTRT2+67776k29b+/U9Jt9/zygu9l+3ZE2ibiilKbXv99T36/XN/7/o527Zl2r4oAbdzbmW69WZ2oqSDJa1w3jRR59xeSXu9xw+Y2TOSJki6v+fznXNXSbpKkqqHje91/+b2bau7skJs3/mjnF7DMes7952d/k9sH3Nmz5buvF2StHzZMumnue07G52dnbk90WvzwauXaevPe7ezqa4q7b6H33OrXngtdrIydOhQ6YXn82tPgiubXtTTL+9RffkfNLZZeuZPf9OSJUulm3/Sa9tFixZJt94ce9xxkD46aYjaLkje752dndqdS/O8vvrC0TN09ncf6rX60M453SeYetsvWLhQZ7z9jG5+/CV1Lp4r3fnzbs+bNHSgvnnKHNVUlWuQj1uklw99WSdf88uM24Vh8uTJ6vSunHV2KmUfZ6uqqkp6803f25926AqddqjPjb2/Q2dnZ9fjsMXf/+8++ZL0UK9Dk2+TJk2SHn046+edvX6Gzrr2QUnSnLlzpDtv69auLgXqj3SWLFmSfIxmjm3reo0Jz79041R97MbHNHv8cHV2zshpv4num/UP3fvsq/rgdQ+lbMMv2/eqqrxMB116s+a0Naq1tVF6dlf3NnqWx+/i35L6mOVb/LizYIG041ZJ6nbc7LavFH380U2xLDufvP9m6a3eEfeoxlo99+c3krbtrhl/18LtP+/1nLOWjdVvX/mb9PIfNXXKVOmhB3ttc8yGHhmqkrRv07xR+va9zyX93Vm7Obz3f8q2ea9p7ty5unbi3/Xw86+pc+nYruWXnbBS3972Y0lSS63ppTdiocuhS2bqB7u6X7Cpr6+X9ryef5vStLNQMratgO3ZdshMPf7Ca9IzuzS2uS7j37KnTK8lckNKzGytpI9IOsQ590bC8mYzK/cej5E0XtKzufyOxBRs8cqJg3wm7k+nlG7JpEvRJ0mnLNpXKnqdV468riqY8avrpg3rqjr1ow8s1qMfz5yjWvI3eTEM6bK5bFs/Wb/4cGfStI03bV2kIYNqfAXbUjRKMwchikOxshlTm6l8ryRVlef5WcgxBeSChKIoUUgjmU4h7u7XBzyspmVQTcYiL80Dq7VfbaUevmS1vn3a3KJm1An6d6fb3wENA7QsyTE4qOJw//Se4k4cTyfb754FY/fXlqVjuy1LHHZ4wZx9fZZs8n5bU98bJhd1u7dv0NoDh3a9ycP4nopcwC3py5IGSvpZj/R/SyQ9bGa/lvR9SVucc3/O95edsjAWOJ63dpJmt8Vm+N9w5oKc9hWVHMVByOa1TPYCkE3zgx9rVlNZ7vtLMyrjpOPjjDMpRLGfKKot0OfkiPYRqvFZWS6bsbLHzEleHXXrsn3D1zraBmt5HvmuU02s6k8mtgQ7MSwoC8b6G+M5qKZSVRVlmlWA3M+FkukIOy9F+tb4ZNjEk5VsqyNXlpd1FbaKmiEDq7vihyBkGmueLhUv8hO/oOKnYF+2IveN75wb55wb2TP9n3PuBufcVOfcQc65Wc65Hwbx+9pbB+u28zq1ae4ofevUubrvwhVqbx2cdDLNOasmJNlD/zQ+4cvwgIYBuuP8ZTp/TXjpxlIdf4oVY9dUlulbp84paLq+Yp5P+A0y/Fg/vTDFFT5z5EF68rJ1vrY9YLD/DAGp/gwfXrMvO0RNZbm+nqbaXCZ95eT980dnX+0vLlM60W+dVtjqhX7VVJbrc0f5f90js3hvBc0k3XruUn1/y/xuy4/qSD8pN9XpXqbTwM1LxiQtXPORtZN0xvRqLR6/v+6+YLlOWtCmrx3fnmFvvf3Te6YGljEiKMfNHaUL1k3uih/CcM6qCbpp68Kun7M5PuR64v+pI6bn9Ly+KLGi5ZqpQ7Xjw52+65tkI3IBdzG0NtXJzFRTWd51Jv6VY2f1qko1trm+zxcw8eO4ucmv4CUaP6T7rPKRjbUl3zcDEobMtDXVafH45n6Rrm/39g2BZo9IzF0/fkhhr2JunZE8Jd4BDQM0yueQsFRX8YLUVBfd1H2JwsrBn4/47f0JLfVdwweLW5491ke1WQ65GxFQoD62uV4dbd0zYHzqiNxPlNIxM03wLsbEM2DNah2smspyzR9eITPT8IYBuuSQqSXzfXHFYdPUWFfVLX7IxgENAzJWnPzAivGaPqKh6+dsLr7MyTHX/FFZpMz8/8fMyGrfYyJSYCdu44zudwzasshslc1wZALuFNYeOLTX0JLWplpVJDlI3HDmfH138zxJ0sCIp+LK5MvHztQVKfL39nerpwRf+CUbURqTO3NUg6/tMl2NOmq2//R3fofqpDNt/9RBz78cN8tXSqgg5nvEpQrycx1SkvhFnO8dkWvWhvulGNYdmyovD/I5qyZq9ZQWffyQqfpIipLvQThusr+5FdmetP44gCJluQ6zS/UsP8egqooy7d6+QTduXaTd2zdo6vDwKkeG6X0pho7lq2eu/rsuWK5fXpQ2j0RO4u1PFrPkI1mM0zNgzWRhnndMn/3E+rye31M+fbQpi7SN/S7gzvUgf+dHlqUsOdve2qi53lWvey5coV99dFWuzSuqOz+yTAdPj96Etkz+3/JxmuUzAMyH3y+vad6ViFRVSEvBv53QEch+/Fwh/cDy2NhoPwWGUlnio2rogQfsp2tOzjyMoSyLg/PHDp6Sdn2qUsojB+c2ATvxSm66/OPf3TyvV6GLTG0NWqZebE4o0JPreMqyMtOJC9q63Z0K2qpWnyeCPs+h4nNWwj56rJ7SovfNKWzhn6jwU2QmrBPCQuSabx5YrSZvkn11lnOFMlVYDmL8eHws/9krx+f0/GyOwX6kmpeTSmLBvZmj/I/d7zcBd/wWRs+hEH6N8PkFWF9docF9NJuE39cYJfVVFTp39UT95/v3jW87Y8mYXtt95dhZgf7edMH3vxw3SzecuSBlNbTZbYMzZoGJuqb66oKNpWzwqtNV+izbncw3T5njq73OxyW8bCo1JmbzyUY2lWoTx2gmvi/TvUfnjmkKJKtSPpM7M1Xki8ok6GSyaVq2L+PLx87U3NGNqqvK/05Kul991Qkd+uTh2Y3THZfj92fU+Pmc92UDKst11rJxOnvl+KyDyatP7NATl66VJO28cIVOCmHYZPzCQFNEYqVsK51u9S4CTRo6UCMb/R+r+/b4hyxsmDZMX/r5rryv4FZXlGnv28EU/UD+kp3pThrWfVzwjz+wWFN8pHLLRroxd/XVFb3G/ycas399VmV8S82kobG/RVtT3zvBC1qqoDKbQLbnl8XFGyZnHBOazP45PGdairt+mYR5snbJIVNVU1keaprQXMau+/2Ldk4cos6JuWe4yefENK68LPk+1k8bpp8/mVtRpihp2a+mq45EKpnSP0bdgKpynb0y+0QPFeVlio96GTKoplcZ+SBOhE9ZNFq11RU6NqRhO2GLZ5FZOrFZFd5nxc+49H5zhTsu2xPbK4+bpa9u2jeb+oYzF+i8NRP7TBaBUpQpbWPPv3HQwbYUSzmXq/6e8q2xrkq7t2/QjvOWpdxmbsJEn3gGkWyvQiSTbSwS9PjHnoLY+2Ezu9/iPW3xmKzHVErSexKyx/TMapFKc31hSrFnkpjWcXjDAH3xfTNDPUbvl8V8gkJfp0+8w5prbLRlae+7hFLhX0tYTvbSAcdrSCSzby5A/85Olk9601Qqy8t0/LzWkpk461e/Cbhz/bOumzYslgzdM75loM5KyLfbXw2uLeytoMTAp711cMqxr4WSz3Ei17uZk4YN1JzRjSVzWzedpQlXJ9dMHarrNs/TCQHkec82gH7g4vznY/xrQOPd4/v6xkmz9YWjZ3Qtq8hjrkDieynxylXPrBZByDaTQTau8yatIxiJd+gSs1YFPcpn50UrdMs5S4PdqQ/xw0CmfNdBuvzQA3V8FhPskhnZOEBThg3qygTT04XrY5ODNycZVpmrIYNq9JOECbx11VxsjA+JaRhQ1fV47ujM2atKPuAe21yv93eO1VCv0t+QQX0j3ZYfA4p4lT3MSUjJ9LyNdePWRUUdB51POrRcrxhUV5Tr+jPm68azFvrOEhIFW5eN07dOjU1GvNvn3yw+nyBe/GTemKaijOlNFcyevXK87yBv1ZSWlEMojp6dfNJa4knZ9IRKpq1NtVo2aYgOnRlM4YsPrsht0lJcNndr8jle9Txu95xsVdy0f+nFL06sKkKWIz+fmWtPn9trWeLdpMRdBDFcJdGQgTVFuYCQ6qJH4slx/LWmO6HNJivZpnmtuuzQA31tm+o33nH+cv34g4tTph/cvGSsbv7QEl+pfXOVyzCVUnP07JH65OHTdNri0WoeWK2fn7vUV02Okg+4a6vKdf7aSTpm9kh9dVO7js4it2SYgrjas3FG8TOKHFKkMt311RUpx0EnHkyDGCv6z++d1i3okfK70pNpslgmddUVumj9ZN/bn5bjxD0/dm/foJ0XpS/28OE1E7V4fLN2b9/gezJgvHsL/WXsN6g/e+WEQPJx1yV8YV+2cWrSOydhzu+K39JdOXnfSWBiloJUaQtzCXDzOWEa0mN8eRTzf6cyuK5KD1y8MtTUhPlIVtSqIcUdzHpvXPOMkQ1hNil0w7xMIRMTxicPqqnQqiktuvXcpXrysrU6ffEYbV4ypqsadTL/HFJxmEHVub+/J7QMDPziRGJV5KBPurIxZ3Rj0sJKuchnMmh5mel9c0Z19cWY5npflaNLPuCOKyszrT1waODpZHKVzQFrTorbu4cUOeB++op13W5tR0XQF0KPnj1KN23t/iHP51dMDWBM+agsJhwmGycX5OzwIQNr9IsPd+b03JUprvoVK0FFeZnpxx/IP/9xLhpqq5IetOuqy7vGkyaTT0AeP5GM5+zddcU6fSOhQmZQqS3XHTjUd+rOK4+bVbS/QVia6qtLYrxqPD1jskxQYfrB+9PP28lWR1ujbjhzgc5aNq7rBHNL51hJsbviNZXlGlBVrgvXT047FyCfVKXJnDC/NZLfqWObozGMcVRjba/0zDec6W++SU+XFLBKdFy/CbiL4dZzl+o7pye/7dzatO+WXeKkjNMX9z6bjuowmMryssicwCRa5KN4Sb7yCQizSfmWSsMA/wFzsnjsTO/LJRO/B/9cJzTWR7BQ1JThg3xXBfRbnTKVnm+jG85coPd3ju2WO7fMrGs4QrbVCr9z+jzdem7qMbIjBtdq9/YNWjE5tv+KED7Tj1yyWlduale1zyEl66YNSznR+SDvQsWwAuQyTueghKp/UZRrdcFMWgbVaPf2DVoXcKDZU8/hR9nkOvarvXWwystMDd4E2OH7ZXdcziUTUCaXbjwwq+FiQwfVpM2I1R9UpMioE0V9p6V90Njmes0f29RVhTKVhgAq6GGfyoJ8AIt7ouHn9lW+Fo5rCmyscCZBXPUPy+eOOijll1reY4d7vI2mDt9P56+d1OuW8KeOmK7/OG1u1rny549tKurVqe9tmd+Vjz6fT0x8CMkxs0fq6hM7dGRH7lmCgtAYcP7g+GS3BWNzH6b0gRXjtcKbH3L9GfOzGk73/S3z9fmjk5d7nzmy8AFd/G7AzotW6PFL1xT89/cFj318jXac16n966ORyxqZEXAXwKAeX8qTG2PdHr9qlZiLMtms6Y4UX/bDsjwj7y8KkXSvprJvf3T8XFlOlYs3aLecs0Tf6XFSunzSEHVObC7auNdrTp6jjTOGq7aqXIfPGpEyFWW+KR79jEUeXFeluuoKLRwX/p0bv1Z4Y757lqmOu+HM+br29LmaHXC2E5O0YnJLpIvi5GLzkrG6aetCX5VOUzln1QRdnTAcKBsdbY06bGbvk5hZoxq66hr0zMdcCAMqy1UbQAGgUlRXXaGaynJ93rsLedPWhemfELIfbg1mbHU62d58O35ea6/5V4luP2+Z7r94ZZ6t8o93cgH0/G4o9xZ86X0z9b9vvNl9El3CthNbBuqqE9o1qrFWl/zw8W77uOP8ZYFUiutLHvzoqqKPg5w/pkn3PPtqThNH3jdnpO5+5tUQWtXdrFENevC5v0iSTl7Y1m3C2crJLbrliZd6nQQmM7tAtyrHDen9RV5bVZFX8JHO7ect05JP/yLtNnNGN4Z2Wz6Rn7gx07CeMG5tpzNp6EBtP3y6zl09MWW2ovbW3n2XS4w8snGAjpvbqmf/tCf7J/cx0yM2TOW+C1doUE2lnn0l1veldpJTKmqrKgpW9bena0+bq6deel2SNC1NYBuEWaMadME6/8kCJHVlhWm74EdJ12czFyoIffsyXR/Ra8KTd9yqqSzvdZU68YrXTz+0RK1NdUkPdP0t2JZit3Gjkv4rl6+eTx4+XbelKfYSlMT3y7Z1k7XEmxQ0prkuq0lwhRgLXwyjmmp1eIGGyiRanWNauEwnd9mUmg/CkEE1qqoo65UlKIzMFXecv1xblu6bb0DMVzgtg2oKnv417pSFbZJS30GJglTJDPqTBeP27yoiFJb4fI3LDj0w6VCuiUMHphwOFTUE3AUwJiIzfFGajk2Tc7WyfN8pXLZfXn099Vc6SwMq+33uqomS/E2e/OjBU7R26lA9ednarmWJ8WMQlTSDtiyLEuOZhhwEPbkpnvUkCmNY77twhXZemD49Jvw7Z/VE7d6+oSBzVbIVz+LzsfdMKXJL+od41dxUFxZqKst12MwRevYT67ulDDwogt9f0Xs39wPpLtJwBSd/g2srNWd0o759au+CDvlaMzV2lbLQt6LS+cia7uOcuxetMI0bUq8zO8fqa5vau4ruTGhJfxK486IVJX0LeeOMA7IunDRjZIM+1KPoQ7wAhZ/sISMba/XV49u7pRlL7OOe6a6i4IJ1k3TPtuU6I0Wp72wEHTwd0R6rqbBycuELyvTUMqhGQ1IUI+nrRu9fp4HVFTp/zcRiNyUUpywcraryMi0Y52/C6rJJQ7R7+4aUxWeCVOxsPFFw3pqJumfb8oz9XVZm3Y6h88ZE7w4EY7gjZGBN4f4c1542V/94+52C/b5CMjNdf0ZuuTkzOXFBm47sGNmtYEmx7VdbqcsXDtAje/fXd+//fa+rrWbWNflwVFOt1k8blrH9TXXZD1MY21ynP//tTf3vG29l/dxiSFU4KZX/Oqv3pKSxQ+o0a1SDLtqQ3djCuHzOae44f5neeTfcKcIV5WUatt8AbVs3WV+77VlJkkuR+Luhtkr3bFuuv+19O9Q2xZXw+WCk1FZV6JGPl26mkINGNug3V6zztW26CXhB+9EHFkU2McLlPitmBqG8zHLqh01zW0NoTX6iEzX0I8m+J+66YLnqqyr01dufyfj8k73xbflYkJDxYO7oxkjeuosiM4tUsB03YmCZXqr2FyT7aX8uc1NvPbdTf3p9r2ZfcYukfWXZS1l1Rbn+8/3ZZwfonNisHU/9Ka+c7MWaxzGhx9/1hjPn67h/u09nrxyftkhIPo7qGKnr73++W1XEeDs6GEuLEjR1ePTueMVtmpc+mI1P4kw1WbEQonhCHr3IoR84YGDv4Dabq23/9J5gKyR9N6SrwSieTx8xXVfuyHzyJkmLx++vO55+pduyXIeTNNRWavh+Nbr44CmBV2ErJV8/cbZe2bM37TCEmz+0RO+GWdc9RzN7VIxsb23Uk5f5u0KYq462xl6ZGNpbB+vebSs0lNvuQCRsXjJGV93+bLGbEVkE3AX2/S3z9Zdnf13sZqDEHdkxUkd2jPS1bUNtcJPOKsvLdPc2Jo9lUlZmXcH2VzfN0g8ffrHXNj2vJKezZmqLjmz39/cupvfOGqHFAWa/KWawff7aifr7m+9I6v23A/qjC9dP1oXr9w2vm9BSr9+8VJyUnkMjOKeCcQQF1tHWqIo09+uj+CZBaRs6qFq3nLOkIHmn0dvaA4fpK8fOymsfXzu+QytzTDtYSJ896qCCVS8N2/s7x+nc1aU5kRDdxQudZXMSDIX6Wf/YwVPSDn2syKFWRtii16J+LtUb9BQv12U2eZRR+g6envuwjcs2xoYmzRndpHFDBupbp4ZTaAYA+rIHLl6lE+a3avvh04rdlD4r6FzZpywara+v8ZdKddO81KlzC4khJRGTaujsAYNjY7yPi+DMWxTHrivWqSyPmSGb5rVqyvBBSasCFsN5aybq0z99qtjNAIBu6qordOnGwmXmKBWJU1CKmb7z8kOn6dv3Ptf180kL2orSDgLuiEkVPk3z8kvOG+MvVyhKX89bZu1eKfaek9pSMbPIBNuSdPriMfr0T5/iLg4ARNCALLMQNScUq4kXXmuoLW616J6TrwuJgDtiUmWHmDO6Ub/66CoNTlLaFJCkzolDeI9k6YlL12beCAD6uScuXZt1qr35Y/ddIKyqKNNHD56izoCq/PZFBNx9CIEUMunL75H4BJhVBZz8N8BHhUh0F8U89ADCFcSx8tRFowNoSd/FkbNApo/YT4vGBZcOCyg1FeVlumfbcjX24ZOGUlZVXqY333lXs0YOLnZTAPQBESwjUFQE3AVy09ZFxW4CkFZVeZlmtw3W6YvHFK0NUS1ljFhqtDffebfYzQCAPom0gBHDdDEUi5npe1sWaPXUocVuCiIo/r6oruRrA0Bm8WNFebqE2QVyRPuIotc54Qo3ACCjTx4+TeevmaiaLDMVAOifWgbV6OoTO9TRVrhsWBumD9OPklTu/cyRweYBzwUBNwAgo8rysq5y9ADgx4oC59/+4jEz9dkIBNfJEHBHDFePAAAAsldeZiovi2YcxWC8iInCWCcAAAAEh4A7oo5sH1HsJgAAACAADCmJoGKWHgUAAECwuMINAAAAhIiAGwAAAAgRATcAAAAQIgJuAAAAIEQE3AAAAECICLgBAACAEBFwAwAAACEi4AYAAABCRMANAAAAhIiAGwAAAAgRATcAAAAQIgJuAAAAIEQE3AAAAECIIhdwm9klZvYHM3vI+7c+Yd02M9tlZk+Z2ZpithMAAADwo6LYDUjh8865zyQuMLMpko6RNFXScEm3mNkE59w7xWggAAAA4EfkrnCnsVHSdc65vc6530raJWlOkdsEAAAApGXOuWK3oRszu0TSSZL+Kul+Sec65/7XzL4s6V7n3Le97a6W9BPn3PeT7GOzpM2S1NLS0n7dddcVqPX+7NmzR/X19cVuRuTRT/7RV/7QT/7RV/7QT/7QT/7RV/5EsZ+WLVv2gHOuI9m6ogwpMbNbJA1NsuoiSVdKukyS8/7/rKRTJFmS7ZOeLTjnrpJ0lSR1dHS4zs7O/BsdoB07dihqbYoi+sk/+sof+sk/+sof+skf+sk/+sqfvtZPRQm4nXMr/WxnZv8q6b+9H5+XNDJh9QhJLwTcNAAAACBQkRvDbWbDEn48TNKj3uObJB1jZtVmNlrSeEk7C90+AAAAIBtRzFLyKTObodhwkd2SzpAk59xjZna9pMclvS3pLDKUAAAAIOoiF3A7545Ps+4KSVcUsDkAAABAXiI3pAQAAAAoJQTcAAAAQIgIuAEAAIAQEXADAAAAISLgBgAAAEJEwA0AAACEiIAbAAAACBEBNwAAABAiAm4AAAAgRATcAAAAQIgIuAEAAIAQEXADAAAAISLgBgAAAEJEwA0AAACEiIAbAAAACBEBNwAAABAiAm4AAAAgRATcAAAAQIgIuAEAAIAQEXADAAAAISLgBgAAAEJEwA0AAACEiIAbAAAACBEBNwAAABAiAm4AAAAgRATcAAAAQIgIuAEAAIAQEXADAAAAISLgBgAAAEJEwA0AAACEiIAbAAAACBEBNwAAABAiAm4AAAAgRATcAAAAQIgIuAEAAIAQEXADAAAAISLgBgAAAEJEwA0AAACEiIAbAAAACBEBNwAAABAiAm4AAAAgRATcAAAAQIgIuAEAAIAQEXADAAAAISLgBgAAAEJEwA0AAACEiIAbAAAACBEBNwAAABCiimI3oCcz+66kid6PDZL+4pybYWZtkp6Q9JS37l7n3JbCtxAAAADwL3IBt3Pu6PhjM/uspNcSVj/jnJtR8EYBAAAAOYpcwB1nZibpKEnLi90WAAAAIFdRHsO9WNJLzrmnE5aNNrNfmdltZra4WA0DAAAA/DLnXOF/qdktkoYmWXWRc+5Gb5srJe1yzn3W+7laUr1z7lUza5f0X5KmOuf+mmT/myVtlqSWlpb26667LpwXkqM9e/aovr6+2M2IPPrJP/rKH/rJP/rKH/rJH/rJP/rKnyj207Jlyx5wznUkW1eUgDsTM6uQ9AdJ7c6551Nss0PSh51z96fbV0dHh7v//rSbFNyOHTvU2dlZ7GZEHv3kH33lD/3kH33lD/3kD/3kH33lTxT7ycxSBtxRHVKyUtKTicG2mTWbWbn3eIyk8ZKeLVL7AAAAAF+iOmnyGEnf6bFsiaRLzextSe9I2uKc+3PBWwYAAABkIZIBt3PupCTLbpB0Q+FbAwAAAOQuqkNKAAAAgJJAwA0AAACEiIAbAAAACBEBNwAAABAiAm4AAAAgRATcAAAAQIgIuAEAAIAQEXADAAAAISLgBgAAAEJEwA0AAACEiIAbAAAACBEBNwAAABAiAm4AAAAgRATcAAAAQIgIuAEAAIAQEXADAAAAISLgBgAAAEJEwA0AAACEiIAbAAAACBEBNwAAABAiAm4AAAAgRATcAAAAQIgIuAEAAIAQEXADAAAAISLgBgAAAEJEwA0AAACEiIAbAAAACBEBNwAAABAiAm4AAAAgRATcAAAAQIgIuAEAAIAQEXADAAAAISLgBgAAAEJEwA0AAACEiIAbAAAACBEBNwAAABAiAm4AAAAgRATcAAAAQIgIuAEAAIAQEXADAAAAISLgBgAAAEJEwA0AAACEiIAbAAAACBEBNwAAABAiAm4AAAAgRATcAAAAQIgIuAEAAIAQEXADAAAAISpKwG1mR5rZY2b2rpl19Fi3zcx2mdlTZrYmYXm7mT3irfuimVnhWw4AAABkp1hXuB+VdLik2xMXmtkUScdImippraR/MbNyb/WVkjZLGu/9W1uw1gIAAAA5KkrA7Zx7wjn3VJJVGyVd55zb65z7raRdkuaY2TBJg5xz9zjnnKRvSjq0cC0GAAAAchO1MdwHSPp9ws/Pe8sO8B73XA4AAABEWkVYOzazWyQNTbLqIufcjamelmSZS7M81e/erNjwE7W0tGjHjh3pG1tge/bsiVybooh+8o++8od+8o++8od+8od+8o++8qev9VNoAbdzbmUOT3te0siEn0dIesFbPiLJ8lS/+ypJV0lSR0eH6+zszKEp4dmxY4ei1qYoop/8o6/8oZ/8o6/8oZ/8oZ/8o6/86Wv9FFrAnaObJF1rZp+TNFyxyZE7nXPvmNnrZjZP0n2STpD0JT87fOCBB14xs9+F1uLc7C/plWI3og+gn/yjr/yhn/yjr/yhn/yhn/yjr/yJYj+1plpRlIDbzA5TLGBulvQjM3vIObfGOfeYmV0v6XFJb0s6yzn3jve0MyVdI2mApJ94/zJyzjUH3f58mdn9zrmOzFv2b/STf/SVP/STf/SVP/STP/STf/SVP32tn4oScDvnfiDpBynWXSHpiiTL75d0YMhNAwAAAAIVtSwlAAAAQEkh4C6Oq4rdgD6CfvKPvvKHfvKPvvKHfvKHfvKPvvKnT/WTxerIAAAAAAgDV7gBAACAEBFwB8DMvm5mL5vZownLDjKze8zsETP7oZkN8pZXmdk3vOW/NrPOJPu7KXFfpSSovvLWXWVmvzGzJ83svYV/NeEJsJ/e5y1/2Mz+x8z2L/yrCY+ZjTSzX5jZE2b2mJl90FveaGY/M7Onvf8HJzxnm5ntMrOnzGxNwvJ2r692mdkXzSxZwa0+K6i+MrNaM/uR97l7zMy2F+s1hSHI91TC+pI7pgf82Sv143mQfVWyx/Rs+8nMmrzt95jZl3vsK3rHc+cc//L8J2mJpFmSHk1Y9ktJS73Hp0i6zHt8lqRveI+HSHpAUlnC8w6XdG3ivkrpX1B9Jenjki73HpdJ2r/Yry1q/aRYFqKX430j6VOSLin2awu4n4ZJmuU9HijpN5KmeK/1Am/5BZL+2Xs8RdKvJVVLGi3pGUnl3rqdkuYrVtn2J5LWFfv1RbGvJNVKWuZtUyXpjlLqqyDfU976kjymB/zZK/XjeVCfvZI+pufQT3WSFknaIunLPfYVueM5V7gD4Jy7XdKfeyyeKOl27/HPJMXP2KdIutV73suS/iKpQ5LMrF7SOZIuD7fFxRNUXykWcH7SW/eucy5qye/zElA/mfevzju7H6Q0FVr7Iufci865B73Hr0t6QtIBkjZK+ndvs3+XdKj3eKOk65xze51zv5W0S9IcMxsmaZBz7h4XO1p/M+E5JSGovnLOveGc+4W3nzclPajulYD7tKD6SSrtY3qQ/aTSP54H1VclfUzPtp+cc39zzt0p6R+J+4nq8ZyAOzyPSjrEe3yk9pWs/7WkjWZWYWajJbUnrLtM0mclvVHIhkZAVn1lZg3e+svM7EEz+56ZtRS0xcWRVT85595SrGDUI4odlKdIurqwTS4cM2uTNFOxarQtzrkXpdhBXLEr/1Ls4P37hKc97y07wHvcc3lJyrOvEvfTIOk98k74Sk0A/dQvjun59FN/O57n01f96Zjus59SieTxnIA7PKdIOsvMHlDs1sib3vKvK/bHv1/SFyTdLeltM5shaZyLFQXqb7LqK8Vuq42QdJdzbpakeyR9psBtLoZs31OVih2cZ0oaLulhSdsK3OaC8K4k3iDpbOfcX9NtmmSZS7O85ATQV/H9VEj6jqQvOueeDbaVxZdvP/WXY3oA76d+czwP4D3VL47pWfRTyl0kWVb043lRKk32B865JyWtliQzmyBpg7f8bUkfim9nZndLelrSUkntZrZbsb/LEDPb4ZzrLGzLCy+HvnpVsStG8S+y70k6tYBNLooc+mmGt/4Zb/n1io1/Kynel9ANkv7DOfef3uKXzGyYc+5F7/biy97y57XvzoAU+6J/wVs+IsnykhJQX8VdJelp59wXQm52wQXUT/NV4sf0gPqpXxzPA+qrGVJpH9Oz7KdUInk85wp3SMxsiPd/maSLJX3V+7nWzOq8x6skve2ce9w5d6Vzbrhzrk2xSQC/KaUDczo59JWT9ENJnd4uVkh6vNDtLrRs+0nSHyRNMbNmbxerFBsTVzK8cYxXS3rCOfe5hFU3STrRe3yipBsTlh9jZtXe8JvxknZ6tylfN7N53j5PSHhOSQiqr7x9XS5pP0lnF6DpBRXge6qkj+kB9lPJH88D/OyV9DE9h35KKrLH80yzKvnna2btdyS9KOktxc6sTpX0QcVm2P5G0nbtKzLUJukpxT4kt0hqTbK/NpXYjPag+0pSq2ITCB9WbPzoqGK/toj20xZv+cOKfak1Ffu1BdxPixS7VfiwpIe8f+slNXnvi6e9/xsTnnORYrP+n1LCzHXFJpo+6q37crx/S+VfUH2l2NUi572v4vs5rdivL2r91GOfJXdMD/izV+rH8yD7qmSP6Tn2027FEgzsUey7coq3PHLHcypNAgAAACFiSAkAAAAQIgJuAAAAIEQE3AAAAECICLgBAACAEBFwAwAAACEi4AaAfsrMLjGzD6dZf6iZTSlkmwCgFBFwAwBSOVQSATcA5Ik83ADQj5jZRYpVXvu9pD9JekDSa5I2S6qStEvS8YqVkf5vb91rkt7r7eIrkpoVK8d9unPuyQI2HwD6JAJuAOgnzKxd0jWS5kqqkPSgpK9K+oZz7lVvm8slveSc+5KZXSPpv51z3/fW3Sppi3PuaTObK+mTzrnlhX8lANC3VBS7AQCAglks6QfOuTckycxu8pYf6AXaDZLqJf205xPNrF7SAknfM7P44uqwGwwApYCAGwD6l2S3Na+RdKhz7tdmdpKkziTblEn6i3NuRmgtA4ASxaRJAOg/bpd0mJkNMLOBkt7jLR8o6UUzq5R0XML2r3vr5Jz7q6TfmtmRkmQxBxWu6QDQdzGGGwD6kYRJk7+T9LykxyX9TdL53rJHJA10zp1kZgsl/aukvZKOkPSupCslDZNUKek659ylBX8RANDHEHADAAAAIWJICQAAABAiAm4AAAAgRATcAAAAQIgIuAEAAIAQEXADAAAAISLgBgAAAEJEwA0AAACEiIAbAAAACNH/AcOM24lztls2AAAAAElFTkSuQmCC\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(12,8))\n", "plt.plot(hnl_data['sealevel_hnl_tideg'],label='Tide Gauge')\n", "plt.plot(date_aviso,sealevel_hnl_aviso,label='Satellite')\n", "plt.title('Sea surface height variations at Honolulu')\n", "plt.xlabel('date')\n", "plt.ylabel('cm')\n", "plt.grid()\n", "plt.legend()\n", "plt.xlim([dt.datetime(1993, 1, 1), dt.datetime(2010, 12, 31)])" ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "pandas.core.frame.DataFrame" ] }, "execution_count": 32, "metadata": {}, "output_type": "execute_result" } ], "source": [ "type(hnl_data)" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [], "source": [ "hnl_data2 = hnl_data.resample('M').mean()" ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(8401.0, 14974.0)" ] }, "execution_count": 34, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(12,8))\n", "plt.plot(hnl_data2['sealevel_hnl_tideg'],label='Tide Gauge')\n", "plt.plot(date_aviso,sealevel_hnl_aviso,label='Satellite')\n", "plt.title('Sea surface height variations at Honolulu')\n", "plt.xlabel('date')\n", "plt.ylabel('cm')\n", "plt.grid()\n", "plt.legend()\n", "plt.xlim([dt.datetime(1993, 1, 1), dt.datetime(2010, 12, 31)])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# 2. Satellite data: Sea surface temperature\n", "\n", "In this exercise we will try to access and plot satellite-derived sea surface temperature (SST) and sea ice data. Like last class, we will read data from remote data services. Here we add a new one, a NOAA THREDDS server:\n", "\n", " * https://thredds.jpl.nasa.gov/thredds/catalog.html\n", " * http://apdrc.soest.hawaii.edu/data/data.php\n", " * https://pacioos.org/thredds \n", " * https://psl.noaa.gov/thredds/aggregations.html" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "# load array utils\n", "import numpy as np\n", "\n", "# load in plotting rountines\n", "import matplotlib.pyplot as plt\n", "from matplotlib import cm\n", "\n", "# add mapping routines\n", "import cartopy.crs as ccrs\n", "import cartopy.feature as cf\n", "import matplotlib.ticker as mticker\n", "from cartopy.mpl.gridliner import LONGITUDE_FORMATTER, LATITUDE_FORMATTER\n", "\n", "# import netcdf for working with OPeNDAP files\n", "# (can also use xarray)\n", "import netCDF4 as nc\n", "\n", "# import pandas for data handling and dates\n", "import pandas as pd\n", "\n", "# import datetime for date handling\n", "import datetime as dt" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "# Read data from NCDC THREDDS server: SST, SST anomales and ice concentrations\n", "URL1 = 'https://psl.noaa.gov/thredds/dodsC/Aggregations/OISSThires/sst.mean.nc'\n", "URL1a = 'https://psl.noaa.gov/thredds/dodsC/Aggregations/OISSThires/sst.anom.nc'\n", "URL2 = 'https://psl.noaa.gov/thredds/dodsC/Aggregations/OISSThires/icec.mean.nc'\n", "\n", "dataset1 = nc.Dataset(URL1)\n", "dataset1a = nc.Dataset(URL1a)\n", "dataset2 = nc.Dataset(URL2)" ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [], "source": [ "# Note that there is a variable called \"time\" and in this\n", "# the units are days since 1800-01-01 00:00:0\n", "# We can convert this to datetime like last time\n", "\n", "time_convert = nc.num2date(dataset1.variables['time'],dataset1.variables['time'].units,\n", " only_use_cftime_datetimes=False)\n", "date = pd.to_datetime(time_convert)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2A. Make lat/lon contour plots of SST and ice concentrations\n", "\n", "Here we can pick a specific time, _e.g._, Feb 15, 2020, and just read that date. Since the times were convered to datetime, this is straightforward:\n", " \n", " date = datetime(2020,3,15,0) \n", " timeindex = date2index(date,timevar)\n", " \n", "In this example, let's use the python indexing syntax of [-1] to get the last time available. This is sometimes helpful when running a regular script (_e.g._, get the most recent file every day without knowing what that is\n", " \n", " timeindex = -1" ] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [], "source": [ "# extract all lats, lons and variables for time at the last index\n", "timeindex = -1\n", "sst = dataset1.variables['sst'][timeindex,:]\n", "sst_anom = dataset1a.variables['anom'][timeindex,:]\n", "ice = dataset2.variables['icec'][timeindex,:]\n", "lat = dataset1.variables['lat'][:]\n", "lon = dataset1.variables['lon'][:]" ] }, { "cell_type": "code", "execution_count": 39, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# make a quick plot\n", "fig = plt.figure(figsize=(10, 5))\n", "plt.contourf(lon,lat,sst,50,cmap=cm.jet);" ] }, { "cell_type": "code", "execution_count": 40, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 40, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# make a much nicer plot\n", "\n", "# set up the figure\n", "fig=plt.figure( figsize = (14, 8) )\n", "\n", "# set projection\n", "# these work\n", "ax = plt.axes(projection = ccrs.Robinson(central_longitude=0))\n", "#ax = plt.axes(projection = ccrs.Mollweide(central_longitude=0))\n", "#ax = plt.axes(projection = ccrs.Orthographic(central_longitude=0))\n", "#ax = plt.axes(projection = ccrs.Orthographic(central_longitude=180))\n", "#ax = plt.axes(projection = ccrs.NorthPolarStereo())\n", "#ax.set_extent([-180, 180, 45, 90], ccrs.PlateCarree())\n", "\n", "# don't know why these do not\n", "#ax = plt.axes(projection = ccrs.Robinson(central_longitude=180))\n", "#ax = plt.axes(projection = ccrs.Mollweide(central_longitude=180))\n", "\n", "# add grid lines, coastlines and color land values\n", "ax.gridlines()\n", "ax.add_feature(cf.COASTLINE)\n", "ax.add_feature(cf.LAND)\n", "\n", "# color-shade SST with 50 colors using the \"jet\" color scheme\n", "# this works\n", "plt.contourf(lon,lat,sst,50,transform=ccrs.PlateCarree(),cmap=cm.jet)\n", "\n", "# these plot as rectangles\n", "#plt.contourf(lon,lat,sst,50,transform=ccrs.Robinson(),cmap=cm.jet)\n", "#plt.contourf(lon,lat,sst,50,cmap=cm.jet)\n", "\n", "# draw title\n", "ax.set_title('SST for %s'%date[-1])\n", "\n", "# add colorbar\n", "plt.colorbar(orientation='horizontal',shrink=0.5)\n", "\n", "# sea ice\n", "#plt.contourf(lon,lat,ice,4,transform=ccrs.PlateCarree(),cmap=cm.gist_gray);\n", "#plt.colorbar(orientation='horizontal',shrink=0.3);" ] }, { "cell_type": "code", "execution_count": 41, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Now make three plots, two polar plots and one global:\n", "# colorbars at\n", "# https://matplotlib.org/stable/tutorials/colors/colormaps.html\n", "plt.figure(figsize=(12,4))\n", "\n", "# first plot on the left: sea ice at the South Pole\n", "ax1 = plt.subplot(1,3,1,projection=ccrs.SouthPolarStereo())\n", "ax1.gridlines()\n", "ax1.add_feature(cf.COASTLINE)\n", "ax1.add_feature(cf.LAND)\n", "ax1.set_extent([-180, 180, -45, -90], ccrs.PlateCarree())\n", "plt.contourf(lon,lat,ice,25,transform=ccrs.PlateCarree(),cmap=cm.cool)\n", "plt.colorbar(orientation='horizontal',shrink=0.75)\n", "\n", "# second plot in the middle; SST \n", "ax2 = plt.subplot(1,3,2,projection=ccrs.Robinson(central_longitude=0))\n", "ax2.gridlines()\n", "ax2.add_feature(cf.COASTLINE)\n", "ax2.add_feature(cf.LAND)\n", "plt.contourf(lon,lat,sst,50,transform=ccrs.PlateCarree(),cmap=cm.jet)\n", "plt.colorbar(orientation='horizontal',shrink=0.75)\n", "\n", "ax3 = plt.subplot(1,3,3,projection=ccrs.NorthPolarStereo())\n", "ax3.gridlines()\n", "ax3.add_feature(cf.COASTLINE)\n", "ax3.add_feature(cf.LAND)\n", "ax3.set_extent([-180, 180, 45, 90], ccrs.PlateCarree())\n", "plt.contourf(lon,lat,ice,25,transform=ccrs.PlateCarree(),cmap=cm.cool)\n", "plt.colorbar(orientation='horizontal',shrink=0.75);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2B. Data at a point: computing the annual cycle\n", "\n", "Like last lecture, we will extract a time-series at a particular point. You will notice in some places (like here in Hawaii), the seasonal cycle dominates the signal. We usually want to remove that and look at \"seasonal anomalies,\" and this means we first need to compute the mean seasonal cycle. In some cases this gets tricky, _e.g._, with hourly data, irregularly spaced data and so on.\n", "\n", "Pandas provides a nice way around this.\n", "\n", "The data we've read in thus far are daily, over a long record. This will still work, but may overload the server, so instead we'll read in a monthy mean product called \"OISST\", or \"Optimally Interpolated Sea Surface Temperature\".\n", "\n", "Recall we have our old data sets still open, so it's good practice to first close these." ] }, { "cell_type": "code", "execution_count": 42, "metadata": {}, "outputs": [], "source": [ "dataset1.close()\n", "dataset1a.close()\n", "dataset2.close()" ] }, { "cell_type": "code", "execution_count": 43, "metadata": {}, "outputs": [], "source": [ "# Open the new data set, monthly mean SST from NOAA\n", "URL = 'https://psl.noaa.gov/thredds/dodsC/Datasets/noaa.oisst.v2/sst.mnmean.nc'\n", "file = nc.Dataset(URL)\n", "\n", "# Extract lat/lon and time\n", "lat = file.variables['lat'][:]\n", "lon = file.variables['lon'][:]\n", "time = file.variables['time'][:-1]" ] }, { "cell_type": "code", "execution_count": 44, "metadata": {}, "outputs": [], "source": [ "# like before, let's search for a point near Hawaii\n", "# step one, find the index corresponding to our point\n", "J = np.argwhere((lat > 21.0) & (lat < 22.0))\n", "I = np.argwhere((lon > 201.0) & (lon < 202.5))" ] }, { "cell_type": "code", "execution_count": 48, "metadata": {}, "outputs": [], "source": [ "# extract SST at the specified point\n", "# NOTE we want an even number of years, i.e., number of\n", "# time points is multiple of 12\n", "sst_HI = file.variables['sst'][2:-1,int(J),int(I)]" ] }, { "cell_type": "code", "execution_count": 49, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "40.0" ] }, "execution_count": 49, "metadata": {}, "output_type": "execute_result" } ], "source": [ "len(sst_HI)/12" ] }, { "cell_type": "code", "execution_count": 50, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.plot(sst_HI);" ] }, { "cell_type": "code", "execution_count": 51, "metadata": {}, "outputs": [], "source": [ "# Again, like last time, convert the time variable to something more useful\n", "time_convert = nc.num2date(file.variables['time'][2:-1],file.variables['time'].units,\n", " only_use_cftime_datetimes=False)\n", "date = pd.to_datetime(time_convert)" ] }, { "cell_type": "code", "execution_count": 52, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 52, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.plot(date,sst_HI)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We now wish to construct a monthly climatology, _i.e._, average January, average February, average March, _etc._ This would (and could) be done in a loop, and can get a little complicated. This would be especially complex if we had daily data. Pandas, however, has a nice method called \"groupby\" which will allow us to make a climatology quickly. The steps are:\n", " 1. put the SST date and data into a Pandas DataFrame\n", " 2. compute the mean after grouping by month\n", " 3. repeat the monthly means for the entire time record (_e.g._, if we have ten years of data, we'd repeat the mean seasonal cycle ten times)\n", " 4. add the climatology to the DataFrame" ] }, { "cell_type": "code", "execution_count": 53, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " SST\n", "1982-02-01 24.139999\n", "1982-03-01 23.850000\n", "1982-04-01 24.129999\n", "1982-05-01 24.580000\n", "1982-06-01 25.730000\n" ] } ], "source": [ "# make dataframe\n", "df = pd.DataFrame(sst_HI,date)\n", "df.columns = ['SST']\n", "print(df.head())" ] }, { "cell_type": "code", "execution_count": 54, "metadata": {}, "outputs": [], "source": [ "# compute climatology: here we group the data by month, then compute the mean\n", "mean_season = df.groupby(df.index.month).mean()" ] }, { "cell_type": "code", "execution_count": 55, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 55, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# we can now make a quick plot\n", "plt.plot(mean_season,'r')" ] }, { "cell_type": "code", "execution_count": 58, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "482" ] }, "execution_count": 58, "metadata": {}, "output_type": "execute_result" } ], "source": [ "len(step3)" ] }, { "cell_type": "code", "execution_count": 64, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0\n", "482\n" ] } ], "source": [ "# Next, we want to add a second column to our DataFrame that\n", "# includes the mean seasonal cycle. To do this we have to\n", "# repeat the 12-month variable \"mean_season\" over the entire\n", "# record.\n", "\n", "# 1. collapse the variable to a single dimension\n", "step1 = mean_season.squeeze()\n", "\n", "# 2. repeat (tile) the data over all years\n", "step2 = np.tile(step1, len(df)//len(mean_season))\n", "\n", "# 3. pad the final rows (the above works on complete years,\n", "# and this data set has four extra months)\n", "print(len(df)-len(step2))\n", "step3 = np.append(step2,[mean_season.iloc[0],mean_season.iloc[1]])\n", "print(len(step3))\n", "\n", "# 4. finally, we add this to our DataFrame\n", "df['mmean'] = step3[1:-1]" ] }, { "cell_type": "code", "execution_count": 61, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[,\n", " ]" ] }, "execution_count": 61, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.plot(df)" ] }, { "cell_type": "code", "execution_count": 62, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'SST Seasonal Anomalies near Hawaii')" ] }, "execution_count": 62, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(12,12))\n", "plt.plot(date,df['SST']-df['mmean'])\n", "plt.grid()\n", "plt.xlabel('Date')\n", "plt.ylabel('degC')\n", "plt.title('SST Seasonal Anomalies near Hawaii')\n", "#plt.xlim([dt.datetime(1981, 12, 1), dt.datetime(1982, 11, 30)])" ] }, { "cell_type": "code", "execution_count": 67, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0\n" ] }, { "data": { "text/plain": [ "Text(0.5, 1.0, 'SST Seasonal Anomalies near Galapagos')" ] }, "execution_count": 67, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "J = np.argwhere((lat > 0.0) & (lat < 1.0))\n", "I = np.argwhere((lon > 260.0) & (lon < 261))\n", "sst_GA = file.variables['sst'][2:-1,int(J),int(I)]\n", "df2 = pd.DataFrame(sst_GA,date)\n", "df2.columns = ['SST']\n", "mean_season = df2.groupby(df2.index.month).mean()\n", "step1 = mean_season.squeeze()\n", "step2 = np.tile(step1, len(df2)//len(mean_season))\n", "print(len(df2)-len(step2))\n", "step3 = np.append(step2,[mean_season.iloc[0],mean_season.iloc[1]])\n", "df2['mmean'] = step3[1:-1]\n", "\n", "fig = plt.figure(figsize=(12,12))\n", "plt.plot(date,df2['SST']-df2['mmean'])\n", "plt.grid()\n", "plt.xlabel('Date')\n", "plt.ylabel('degC')\n", "plt.title('SST Seasonal Anomalies near Galapagos')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# 3. Satellite winds: Ekman currents\n", "\n", "Satellites can measure winds using a scatterometer, and this essentially measures the surface roughness, and from that winds can be derived. Actually, this returns the _stress_ applied by the wind. Wind stress is important as it drives ocean circulation.\n", "\n", "The direct response of the ocean to winds is via [Ekman](https://en.wikipedia.org/wiki/Vagn_Walfrid_Ekman) currents. The stress applied by the wind \"pushes\" the upper ocean, and Coriolis deflects the flow to the right in the Northern Hemisphere and to the left in the Southern Hemisphere.\n", "\n", "In this notebook we will compute Ekman currents from surface winds. Note that there are direct satellite measurements of stress, but as an exercise we'll start with speed.\n", "\n", "We will use a blended NOAA/NCDC product from \n", "https://www.ncei.noaa.gov/thredds/blended-global/oceanWinds.html\n", "\n", "__Background__\n", "NOAA/NCDC Blended 6-hourly 0.25-degree Sea Surface Winds. The data are created from multiple satellite observations: DMSP SSMI F08, F10, F11, F13, F14, F15; TMI; QuikSCAT; AMSR-E; Direction from NCEP Reanalysis-2\n", "\n", "There is global ocean coverage with a 0.25-degree resolution. The whole datasets covers from July 1987 to present, 6-hourly resolution in this dataset; daily and monthly are also available in other directories. Include (u,v) means and scalar mean speed w for comparison.\n", "\n", "Keywords: sea winds, ocean winds, sea surface winds, air-sea interaction, air-sea flux, wind-driven circulation, Ekman pumping, Ekman transport, ocean upwelling, wind stress, windstress\n", "\n", "Reference links at http://www.ncdc.noaa.gov/oa/rsad/blendedseawinds.html\n", "\n", "Simple spatiotemporally weighted Interpolation (SI), V.1.2. Version 1.2 uses updated satellite retrievals by Remote Sensing System, released in September 2006: SSMI V06, TMI V04, QSCAT V03a. AMSRE V05 was also updated using the new SSMI rain rate\n", "institution: NOAA NESDIS National Climatic Data Center\n", "Contact: Huai-Min.Zhang AT noaa.gov or satorder AT noaa.gov; ph:1+828-271-4090\n", "Acknowledgment: The gridded data were generated from the multiple satellite observations of DOD, NOAA and NASA (and future others) and wind retrievals of the Remote Sensing Systems, Inc. (http://www.remss.com), using scientific methods such as objective analysis (OA). The OA is only truly objective when the needed statistics are completely known, which may not be always the case.\n", "\n", "Data_Calendar_Date: 2011-09-29" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "# load array utils\n", "import numpy as np\n", "\n", "# load in plotting rountines\n", "import matplotlib.pyplot as plt\n", "from matplotlib import cm\n", "\n", "# add mapping routines\n", "import cartopy.crs as ccrs\n", "import cartopy.feature as cf\n", "import matplotlib.ticker as mticker\n", "from cartopy.mpl.gridliner import LONGITUDE_FORMATTER, LATITUDE_FORMATTER\n", "\n", "# import netcdf for working with OPeNDAP files\n", "# (can also use xarray)\n", "import netCDF4 as nc\n", "\n", "# import pandas for data handling and dates\n", "import pandas as pd\n", "\n", "# import datetime for date handling\n", "import datetime as dt" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "# here we use the monthly file since it has a little better coverage and it easier to load\n", "url = 'https://www.ncei.noaa.gov/thredds/dodsC/uv/monthly_agg/Aggregation_of_Monthly_Ocean_Wind_best.ncd'\n", "dataset = nc.Dataset(url)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "# Like before, let's read data from a specific time, e.g.,\n", "# if timestep = 0, read the first time; timestep = -1,\n", "# read the last time\n", "timestep = -1\n", "\n", "# Extract the lat/lon/time arrays\n", "lat = dataset.variables['lat'][:]\n", "lon = dataset.variables['lon'][:]\n", "time = dataset.variables['time'][:]\n", "\n", "# Extract the zonal (u) and meridional (v) components of\n", "# wind speed. Note here that the data have an extra dimension, \n", "# altitude, so we need to take that into account\n", "uwind = dataset.variables['u'][timestep][0][:][:]\n", "vwind = dataset.variables['v'][timestep][0][:][:]" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# make a quick plot of wind speed\n", "plt.figure(figsize=(12,8))\n", "#plt.contourf(lon,lat,np.sqrt(uwind*uwind+vwind*vwind), cmap = cm.jet)\n", "#plt.colorbar();\n", "\n", "#plt.contourf(lon,lat,np.sqrt(uwind*uwind+vwind*vwind), \n", "# vmin = 0.0, vmax = 10.0, cmap = cm.jet)\n", "#plt.colorbar();\n", "\n", "levels = np.linspace(0.0, 10.0, 100)\n", "CS = plt.contourf(lon,lat,np.sqrt(uwind*uwind+vwind*vwind),\n", " levels = levels, cmap=cm.coolwarm, extend='max')\n", "plt.colorbar(CS);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 3A. Compute Ekman flow\n", "\n", "The first step in calculating the Ekman currents is obtaining wind stress from the wind velocity. Note that like veclocity, wind stress is a vector, and it is usually expressed with $\\tau_{x}$ and $\\tau_{y}$.\n", "\n", "Wind stress can be parameterized as a function of a drag coefficient ($C_D$), wind speed ($w_{spd}$) and 10-meter wind velocity ($(u_{10},v_{10}$):\n", "\n", "$\\tau_{x} = \\rho \\: C_D \\: u_{10} \\: w_{spd}$\n", "\n", "$\\tau_{y} = \\rho \\: C_D \\: v_{10} \\: w_{spd}$\n", "\n", "Where $\\rho$ is the density of air (1.3 kg m-3), $(u_{10},v_{10})$ is the 10-meter wind velocity components, $w_{spd}$ is the wind speed at 10 m above sea level, and $C_D$ is the drag coefficient, given by [Yelland and Taylor, 1996](https://journals.ametsoc.org/view/journals/phoc/26/4/1520-0485_1996_026_0541_wsmfto_2_0_co_2.xml)\n", "\n", "$1000 C_D = \\left\\{\n", "\\begin{array}{c l} \n", " 0.29 + \\frac{3.1}{U_{10}} + \\frac{7.7}{U_{10}^2} & 3 \\le w_{spd} \\le 6 \\\\\n", " 0.60 + 0.070 U_{10} & 6 \\le w_{spd} \\le 26\n", "\\end{array}\\right.$" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "# Compute the drag coefficient\n", "\n", "# 1. compute wind speed from individual components\n", "wspd = np.sqrt(uwind*uwind+vwind*vwind)\n", "\n", "# 2. create an \"empty\" matrix the same size/shape as\n", "# wind speed\n", "CD = np.ma.masked_all(wspd.shape, wspd.dtype)\n", "\n", "# 3. fill the new matrix (CD) with values based on\n", "# different conditions\n", "cond0 = (wspd < 3)\n", "cond1 = (3 <= wspd) & (wspd <= 6)\n", "cond2 = (6 <= wspd) & (wspd <= 26)\n", "cond3 = (wspd > 26)\n", "\n", "CD[cond0] = 0.0028\n", "CD[cond1] = (0.29 + (3.1/wspd[cond1]) + 7.7/wspd[cond1]**2)/1000.\n", "CD[cond2] = (0.60 + 0.070*wspd[cond2])/1000.\n", "CD[cond3] = 0.001" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# again, make a quick plot\n", "plt.figure(figsize=(12,8))\n", "plt.contourf(lon,lat,CD,cmap = cm.jet)\n", "plt.colorbar();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can now calculate the wind stress:" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "rho = 1.3\n", "taux = rho * CD * uwind * wspd\n", "tauy = rho * CD * vwind * wspd\n", "tau = np.sqrt(taux*taux+tauy*tauy)" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# now lets try make a plot\n", "plt.figure(figsize=(12,8))\n", "\n", "# use PlateCarree project and center on the Pacific\n", "ax = plt.axes(projection = ccrs.PlateCarree(central_longitude=180.0))\n", "ax.add_feature(cf.COASTLINE)\n", "ax.add_feature(cf.LAND)\n", "ax.set_extent([120, 300, -60, 60], crs=ccrs.PlateCarree())\n", "\n", "# add grid lines\n", "gl = ax.gridlines(crs=ccrs.PlateCarree(), draw_labels=True,\n", " linewidth=2, color='gray', alpha = 0.25, linestyle='--')\n", "\n", "# labels on bottom and left axes\n", "gl.xlabels_top = False\n", "gl.ylabels_right = False\n", "\n", "# define the label style\n", "gl.xlabel_style = {'size': 15, 'color': 'black'}\n", "gl.ylabel_style = {'size': 15, 'color': 'black'}\n", "\n", "# define exactly which ones to label\n", "gl.xlocator = mticker.FixedLocator([120, 150, 180, -150, -120, -90, -60])\n", "gl.ylocator = mticker.FixedLocator([-60, -40, -20, 0, 20, 40, 60])\n", "gl.xformatter = LONGITUDE_FORMATTER\n", "gl.yformatter = LATITUDE_FORMATTER\n", "\n", "# plot wind stress as vectors\n", "# Note here we have a lot of data, so we will subset to\n", "# make the plot look more readable\n", "plt.quiver(lon[::20],lat[::20],taux[::20,::20],tauy[::20,::20],transform=ccrs.PlateCarree())\n", "\n", "ax.set_title('Wind stress vectors');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 3B. Compute Ekman transport\n", "\n", "From the zonal and meridional components we can calculate the [Ekman transport](https://en.wikipedia.org/wiki/Ekman_transport) using the following relations:\n", "\n", "$M_x = \\frac{\\tau_y}{f}$\n", "\n", "$M_y = -\\frac{\\tau_x}{f}$\n", "\n", "Where $M_x$ is the zonal Ekman transport, $M_y$ is the meridional Ekman transport, and $f$ the Coriolis parameter and depends on the latitude:\n", "\n", "$f = 2\\Omega\\sin(\\theta)$\n", "\n", "Where $\\Omega$ is the angular velocity of the Earth and $\\theta$ is latitude." ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "# Define Coriolis parameter\n", "Omega = 2*np.pi/(24*60*60)\n", "f = 2*Omega*np.sin(lat*np.pi/180.)\n", "\n", "# Compute transport; Note we have to increase the\n", "# dimensions of variable f to be 2 instead of 1,\n", "# thus numpy newaxis\n", "Mx = tauy/f[:,np.newaxis]\n", "My = -taux/f[:,np.newaxis]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that the *zonal* component of the Ekman transport is related to the *meridional* component of the wind stress, and vice-versa. First, let's have a look at the Coriolis parameter." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "image/png": 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ZKAh2b9XXdyUwO3g9G3ilxvTpZtbWzIYSOSFgjZm1NrMeAGbWBvgcsDkK6yeSMD7MLeLGp96n8HjktvcTh+q293Lqmnwdi7tXmtl9wCogCVjs7lvM7O5g/pPAa8C1RA60lwC319c3WPSjwAozmwNkATcEfbaY2QpgK1AJ3OvuVWbWAVgVhEoS8CawsKnrJ5IoPswtYvqCdNydZXMn67b3ctrMvaFDGi1bWlqaZ2RkhF2GSKg+zC1ixoJ0qt156SuTSe3dKeySJMaZ2Tp3T6ttnm7wI5LgdilUJMoULCIJ7KO8YmYsTKeq2nlRoSJRomARSVC784qZsSCdyqpIqIxUqEiU6CaUIgloz+HIlkp5VTUvfmUSZ/dRqEj0aItFJMHsOVzM9AXplFZU8cKdkzinj87+kuhSsIgkkKzDJcz4OFR0SrE0D+0KE0kQe/NLmLEwnZKKKl68czKj+ilUpHloi0UkAezNL2H6gnSKyyNX1CtUpDkpWERauBOhUlRWyfNzJjG6X5ewS5IWTsEi0oJlH4ns/ioqi2ypjOmvUJHmp2ARaaGyj0S2VAqPV/D8HIWKnDkKFpEWaN/R48xYGITKnZM4b4BCRc4cnRUm0sLsP3qcGQvSOVpSwQt3TuL8AV3DLkkSjLZYRFqQnILjTF+QzpHicp6fo1CRcChYRFqImqHy3J2TuGBg17BLkgSlXWEiLcCBglJmLEjncFE5z82ZyFiFioRIWywice5AQSkzFqaTV1TO0jkTGTeoW9glSYJTsIjEsYOFkVDJPVbGkjsmMl6hIjFAwSISpw4WRnZ/HSosZckdFzJhsEJFYoOCRSQOHQq2VA4WlrLkjolMGJwSdkkiH9PBe5E4c+hYJFQOFERCJW2IQkVii7ZYROLIoWOR3V85BaU8e/tELlSoSAxSsIjEidxjZdy8cDU5BaU8c9uFTByqUJHYpGARiQORUEln35HjLL7tQiYN6x52SSJ1UrCIxLi8okioZAehMlmhIjEuKsFiZlPMbIeZZZrZvFrmm5k9FszfaGbjG+prZilm9oaZ7Qyeu9WY92DQfoeZXVNj+gQz2xTMe8zMLBrrJxKWw0Go7D1SwtO3pXHRcIWKxL4mB4uZJQGPA1OBUcAMMxt1UrOpQGrwmAvMb0TfecBb7p4KvBW8J5g/HRgNTAGeCJZDsNy5NT5rSlPXTyQskVBZTVZ+CYtnX8jFw3uEXZJIo0Rji2UikOnuu9y9HFgGTDupzTRgqUekA13NrG8DfacBS4LXS4Dra0xf5u5l7v4RkAlMDJbX2d3fd3cHltboIxJX8ovLmbloNbsPF/P07Au5eIRCReJHNIKlP7C3xvvsYFpj2tTXt7e75wAEz70asazsBuoAwMzmmlmGmWXk5ubWu3IiZ1p+cTk3L0zno7xIqFyiUJE4E41gqe04hjeyTWP6NvbzGr0sd1/g7mnuntazZ88GPk7kzDkSbKl8lFfMotlpfCpVoSLxJxrBkg0MrPF+ALC/kW3q63sw2L1F8HyoEcsa0EAdIjHrRKh8mFvEwllpXJqqf/RIfIpGsKwFUs1sqJklEzmwvvKkNiuBWcHZYZOBgmD3Vn19VwKzg9ezgVdqTJ9uZm3NbCiRg/RrguUdM7PJwdlgs2r0EYlpR0vKueXp1WQGoXLZSIWKxK8m3yvM3SvN7D5gFZAELHb3LWZ2dzD/SeA14FoiB9pLgNvr6xss+lFghZnNAbKAG4I+W8xsBbAVqATudfeqoM89wLNAO+D14CES046WRLZUdh4sYsGsCXxaoSJxziInUCWutLQ0z8jICLsMSVAFJRXMfDqdvx0o4qlZE7j87F4NdxKJAWa2zt3TapunK+9FQlJQUsEtT6+OhMqtChVpORQsIiEoOF7BrYtXs/1AIU/eOp7Lz1GoSMuhYBE5wwqOVzDr6dVsyynkyVsm8JlzeoddkkhUKVhEzqDC0gpmLV7D1pxC5s+cwBXnKlSk5VGwiJwhhaUVzHp6DVv3F/D4zeO5cpRCRVomBYvIGXCstILZi9eweV8kVK4e3SfskkSajYJFpJmdCJVN2QX8XKEiCaDJF0iKSN2OBcdUIqEyjiljFCrS8mmLRaSZFP5DqPQNuySRM0JbLCLNoPCk3V/aUpFEoi0WkShTqEii0xaLSBSdOKV48z6FiiQuBYtIlNQMlcdnjucanf0lCUq7wkSiQKEi8nfaYhFposLSCm59eg1b9hXwxExdpyKiLRaRJig4HgmVrfsVKiInKFhETlPB8eCGkvt1mxaRmrQrTOQ01AyVJ2ZO4CrdUFLkYwoWkVNUUFLBrMWr2ZpTqFARqYWCReQU5BeXc8ui1WQeKmL+zAm69b1ILRQsIo2Ue6yMmYvS2XO4hAWzJvBPGqNepFYKFpFGOFBQys2L0sk5Wsozt13IxSN6hF2SSMxSsIg0YN/R49y8MJ3DReUsnTORC4ekhF2SSExTsIjUI+twCTMWplNYWsFzcyYyblC3sEsSiXkKFpE67Mot4uaFqymtrOKlr0xmTP8uYZckEheadIGkmaWY2RtmtjN4rvWfc2Y2xcx2mFmmmc1rTH8zezBov8PMrqkxfYKZbQrmPWZmFky/zcxyzWxD8LizKesmie1vB49x41PpVFRVs2yuQkXkVDT1yvt5wFvungq8Fbz/BDNLAh4HpgKjgBlmNqq+/sH86cBoYArwRLAcgPnAXCA1eEyp8XHL3X1s8FjUxHWTBLV1fyHTF6TTymD5XZM5p0/nsEsSiStNDZZpwJLg9RLg+lraTAQy3X2Xu5cDy4J+9fWfBixz9zJ3/wjIBCaaWV+gs7u/7+4OLK3jM0VOy8bso8xYmE7b1q1YftdFjOjVKeySROJOU4Olt7vnAATPtZ3Y3x/YW+N9djCtvv519ekfvK5tWQBfMrONZvZLMxtYV9FmNtfMMswsIzc3t6F1lASRvuswNy9cTaezWrPirosY2qND2CWJxKUGg8XM3jSzzbU8pjXU98Qiapnmp9mnvmX9Bhji7ucDb/L3LaF/7OC+wN3T3D2tZ8+eDZQiieAP2w8ye/Eaenduyy/uvoiBKe3DLkkkbjV4Vpi7X1nXPDM7aGZ93T0n2E11qJZm2UDNrYcBwP7gdV396+qTHbz+h2W5++Ea0xcC329o3UQAVv51P19fvoFz+nZiye0T6d6xbdglicS1pu4KWwnMDl7PBl6ppc1aINXMhppZMpGD8isb6L8SmG5mbc1sKJGD9GuC3WXHzGxycDbYrBN9gmA64TpgWxPXTRLAi6uz+Nqy9Ywf1I0XvzJZoSISBU29juVRYIWZzQGygBsAzKwfsMjdr3X3SjO7D1gFJAGL3X1Lff3dfYuZrQC2ApXAve5eFfS5B3gWaAe8HjwA7jez64L2+cBtTVw3aeGe+uOHfO/17fzT2T2ZP3MC7ZKTGu4kIg2yyMlViSstLc0zMjLCLkPOIHfnR7/fweNvf8jnzu/Lf984luTWGvNO5FSY2Tp3T6ttnq68l4RSXe18Z+UWnkvfw4yJA/nP688jqVVt54SIyOlSsEjCqKiq5v/+ciMvr9/H3MuG8eDUcwhu3CAiUaRgkYRQUl7JV1/4gHd25PIvV4/k3stHKFREmomCRVq8/OJybn92LZuyj/JfXziPmycNCrskkRZNwSIt2t78EmY/s4Z9R44z/5YJXDO6T9glibR4ChZpsbblFDJ78RpKK6p4/s5JGqBL5AxRsEiLlL7rMF9ZkkGHtq35xd0Xc3Yf3UxS5ExRsEiL8/qmHL62fAODUtqz5I6J9O/aLuySRBKKgkValOfe3823V25h3MCuLL7tQrq2Tw67JJGEo2CRFqG62vne69tY+O5HXHluL342Y7xu0SISEgWLxL3j5VX88/IN/G7LAWZfNJhvf360rqYXCZGCReJa7rEy7lyawcbso3z7c6O441NDwy5JJOEpWCRuZR46xm3PrCWvqIwndY2KSMxQsEhc+suHedz93DqSWyexfO5FXDCwa9gliUhAwSJx53/XZTPvVxsZ0r0Di2+7UMMIi8QYBYvEjapq5we/285Tf9rFJSO688TMCXRp1ybsskTkJAoWiQvHSiv42rIN/GH7IW6ZPIjvfH40bZI0OJdILFKwSMzbnVfMnUsz2J1XzH9cP4ZbJw8OuyQRqYeCRWLanzPz+OoLH2AGS+dM5OLhPcIuSUQaoGCRmOTuLH1/D999dSvDe3Zg0awLGdRdB+lF4oGCRWJOaUUVD6/cwrK1e7ny3F785KaxdDpLB+lF4oWCRWJK9pES7nn+AzbtK+Dey4fzjavOppVuzyISVxQsEjPe3ZnL/S+tp7LKWXDrBK7WlfQicUnBIqGrrnbm//FDfvT7HYzs1Yknb53A0B4dwi5LRE6TgkVCVXC8gm+s2MCb2w4xbWw/vvfF82ifrD9LkXjWpCvMzCzFzN4ws53Bc7c62k0xsx1mlmlm8xrT38weDNrvMLNrakx/xMz2mlnRSZ/R1syWB31Wm9mQpqybNL/N+wq47ufv8c6OXB7+/Cj+56axChWRFqCply7PA95y91TgreD9J5hZEvA4MBUYBcwws1H19Q/mTwdGA1OAJ4LlAPwGmFhLLXOAI+4+AvgJ8P0mrps0E3fnmT9/xBef+AvlldUsmzuZ2y4ZipkO0ou0BE0NlmnAkuD1EuD6WtpMBDLdfZe7lwPLgn719Z8GLHP3Mnf/CMgMloO7p7t7TgO1/BK4wvRLFXOOlpQz97l1/PtvtnLZyB68dv+lpA1JCbssEYmipu536H3iR97dc8ysVy1t+gN7a7zPBiY10L8/kH5Sn/4N1PLx57h7pZkVAN2BvJMbmtlcYC7AoEGDGlisRMva3fl87aX15BaV8e3PjeL2S4ZoK0WkBWowWMzsTaC28z4fauRn1PbL4WH2cfcFwAKAtLS0hpYrTVRV7cx/J5OfvLmTAd3a8at7LuG8AV3CLktEmkmDweLuV9Y1z8wOmlnfYGujL3ColmbZwMAa7wcA+4PXdfWvr09dTvTJNrPWQBcgv4E+0syyDpfw9RUbyNhzhOsu6McjXxijq+hFWrimHmNZCcwOXs8GXqmlzVog1cyGmlkykYPyKxvovxKYHpzpNRRIBdacQi1fBv7g7toaCYm7s2xNFlN++id2HDzG/9w0lp9O161ZRBJBU4+xPAqsMLM5QBZwA4CZ9QMWufu1wfGO+4BVQBKw2N231Nff3beY2QpgK1AJ3OvuVcGyfwDcDLQ3s+zgcx4GngaeM7NMIlsq05u4bnKaco+V8eCvNvLmtkNcPLw7P7rhAvp1bRd2WSJyhlii/6M+LS3NMzIywi6jxVi15QAP/moTRWWVzJtyDrddPET3+hJpgcxsnbun1TZPV6NJVOQVlfHwyi28ujGH0f068z83jSW1d6ewyxKREChYpEncnV9v2Me//2YrJWVVfOOqkdz16eEkt9awwSKJSsEip23f0eM89PIm3tmRy/hBXfn+l87XVoqIKFjk1FVWVfNc+h5+tGoH1Q7f+fwoZl00hCQdSxERFCxyijJ25/OtV7awLaeQy0b25JHrxzAwRUMGi8jfKVikUfKKynj09e38cl02fbucxfyZ45kypo9uySIi/0DBIvWqrKrmxTVZ/GjVDo5XVHHPPw3n/3xmhG5vLyJ10q+D1Mrd+cP2Q/zXa9v4MLeYi4d357vTxjCiV8ewSxORGKdgkX+weV8Bj/x2G+/vOsywHh1YOCuNK8/tpd1eItIoChb5WPaREv77jb/x8vp9dGufzHenjWbGxEG0SdI1KSLSeAoWIafgOI+/ncnytXsxM+66bDhfvXw4nXXDSBE5DQqWBHaosJQn3vmQF9dk4e7cmDaQey8foRtGikiTKFgS0N78Ep5+7yNeWpNFZbVzw4QB3Hv5CF2PIiJRoWBJIFv2F7DgT7t4dWMOrQyuH9uf+z4zgsHdO4Rdmoi0IAqWFq662nkvM4+F7+7i3Z15dEhO4o5LhnDHp4bSt4t2eYlI9ClYWqijJeX8cl02z6fvYffhEnp0bMs3rzmbWyYPpks7HZQXkeajYGlB3J31e4/y0uosVv51P2WV1aQN7sY/XzWSKWP60LZ1UtglikgCULC0AHvzS3h5/T5eXr+Pj/KKaZ+cxJcmDOCWSYMZ1a9z2OWJSIJRsMSpQ4Wl/H7rQVZu2M+a3fkATB6Wwj2fHs7U8/rQSdegiEhIFCxxZHdeMau2HGDVlgOs33sUdxjeswPfvOZsrh/Xn/66/kREYoCCJYYdK63g/Q8P815mHu/tzGNXXjEAo/t15p+vHMk1o/swsndH3cNLRGKKgiWGHCwsZX3WET7IOkrG7nz+ml1AVbXTrk0Sk4alcMvkwVw1qrcuZBSRmKZgCUFVtZOVX8KOA4VsP3CMHQeOsTG7gH1HjwOQnNSKMf07c/enh/GpET0ZP7irzugSkbihYImyiqpqjpSUc6S4gvzicvKLy9l/9Dh7j5SQfeQ42UdKyMovobSiGgAzGJzSnrEDu3L7JUMYP7gbo/t1VpCISNxSsJym5WuzeOpPuyivrKassjp4rvo4ME7WqW1rBqS0Z3D3DlyW2pORfTpxdu9OpPbuqNEYRaRFadIvmpmlAMuBIcBu4EZ3P1JLuynAT4EkYJG7P9pQfzN7EJgDVAH3u/uqYPojwCygm7t3rPEZtwE/BPYFk37u7ouasn71SenQlnP7dqZtUivatmlFclIrklu3omPbNqR0aEO3DsmktE+mW4dk+nVpR5f2Ov1XRBKDufvpdzb7AZDv7o+a2TwiP/b/elKbJOBvwFVANrAWmOHuW+vqb2ajgJeAiUA/4E1gpLtXmdlkYA+ws5ZgSXP3+05lHdLS0jwjI+P0vgARkQRlZuvcPa22eU0dGnAasCR4vQS4vpY2E4FMd9/l7uXAsqBfff2nAcvcvczdPwIyg+Xg7ununtPEukVEpJk0NVh6n/iRD5571dKmP7C3xvvsYFp9/evrU58vmdlGM/ulmQ2sq5GZzTWzDDPLyM3NbcRiRUSksRoMFjN708w21/KY1lDfE4uoZVpD+99Op89vgCHufj6RXWdL6mro7gvcPc3d03r27NnAYkVE5FQ0ePDe3a+sa56ZHTSzvu6eY2Z9gUO1NMsGam49DAD2B6/r6l9fn7rqPFzj7ULg+/W1FxGR5tHUXWErgdnB69nAK7W0WQukmtlQM0sGpgf96uu/EphuZm3NbCiQCqypr5AgmE64Dth2iusiIiJR0NRgeRS4ysx2Ejnr68RpxP3M7DUAd68E7gNWEfmxX+HuW+rrH8xfAWwFfgfc6+5VwbJ/YGbZQHszyzazh4Nl3W9mW8zsr8D9wG1NXDcRETkNTTrduCXQ6cYiIqeuOU83FhER+YSE32Ixs1wiF1zGqh5AXthFNFK81Ko6oy9eao2XOiH2ax3s7rWeVpvwwRLrzCyjrs3NWBMvtarO6IuXWuOlToivWk+mXWEiIhJVChYREYkqBUvsWxB2AacgXmpVndEXL7XGS50QX7V+go6xiIhIVGmLRUREokrBIiIiUaVgiVFmttzMNgSP3Wa2IZg+xMyO15j3ZMh1Pmxm+2rUc22NeQ+aWaaZ7TCza8KsM6jnh2a2PRha4WUz6xpMj6nvNKhpSvC9ZQaD4MUEMxtoZm+b2bbgFkpfC6bX+XcQpuD/nU1BTRnBtBQze8PMdgbP3UKu8ewa39sGMys0swdi9TttDB1jiQNm9mOgwN2/a2ZDgFfdfUzIZQGRHxSgyN1/dNL0OkcBPeNF/r2mq4E/uHulmX0fIBixdAix9Z3WOepqqIXx8c1e+7r7B2bWCVhHZIC+G6nl7yBsZrabyMiyeTWmNTjybViC//b7gEnA7cTgd9oY2mKJcWZmRP6nfSnsWk5RnaOAhsXdfx/cFBUgnchwDLGovlFXQ+XuOe7+QfD6GJEbyzZmEL5Y0piRb8NyBfChu8fy3UAapGCJfZcCB919Z41pQ81svZn90cwuDauwGu4Ldi8trrFb4XRHAT1T7gBer/E+lr7TWP/ugMguRGAcsDqYVNvfQdgc+L2ZrTOzucG0xox8G5bpfPIfkbH4nTZIwRIia9zonDP45B9aDjDI3ccBXwdeNLPOIdY5HxgOjA1q+/GJbrUsqtn3uzbmOzWzh4BK4IVg0hn/ThsQynd3KsysI/C/wAPuXkjdfwdhu8TdxwNTgXvN7LKwC6qLRcarug74RTApVr/TBjU4gqQ0n/pG5wQws9bAF4EJNfqUAWXB63Vm9iEwEmi2e/83VOcJZrYQeDV4e8qjgEZDI77T2cDngCs8OMAYxnfagFC+u8YyszZEQuUFd/8VgLsfrDG/5t9BqNx9f/B8yMxeJrKbsTEj34ZhKvDBie8yVr/TxtAWS2y7Etju7tknJphZz+AAH2Y2jMjomrtCqu/kkTu/AGwOXp/yKKDNzcymAP8KXOfuJTWmx9R3Sv2jroYqOOb3NLDN3f+7xvS6/g5CY2YdghMMMLMOwNVE6mrMyLdh+MTeiVj8ThtLWyyx7eT9rQCXAd81s0qgCrjb3fPPeGV/9wMzG0tkV81u4C6IjAJqZidGAa2kxiigIfo50BZ4I/L7SLq7302MfafBWWsnRl1NAhbXGHU1bJcAtwKbLDgFHvh/wIza/g5C1ht4Ofhv3Rp40d1/Z2ZrgRVmNgfIAm4IsUYAzKw9kbMAa35vtf6/FQ90urGIiESVdoWJiEhUKVhERCSqFCwiIhJVChYREYkqBYuIiESVgkVERKJKwSIiIlH1/wF0/Sk2anPDMwAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.plot(lat,f);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And now the Ekman transport" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(14,6))\n", "ax1 = plt.subplot(1,2,1)\n", "colors = plt.contourf(lon,lat,Mx,levels=np.linspace(-2000, 2000, 101), extend=\"both\",cmap=cm.jet)\n", "cb = plt.colorbar(colors)\n", "ax1.set_label('kg s-1 m-1')\n", "ax1.set_title('Zonal Ekman transport')\n", "\n", "ax2 = plt.subplot(1,2,2)\n", "colors = plt.contourf(lon,lat,My,levels=np.linspace(-2000, 2000, 101), extend=\"both\",cmap=cm.jet)\n", "cb = plt.colorbar(colors)\n", "ax2.set_label('kg s-1 m-1')\n", "ax2.set_title('Meridional Ekman transport');" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/opt/tljh/user/lib/python3.9/site-packages/cartopy/mpl/gridliner.py:451: UserWarning: The .xlabels_top attribute is deprecated. Please use .top_labels to toggle visibility instead.\n", " warnings.warn('The .xlabels_top attribute is deprecated. Please '\n", "/opt/tljh/user/lib/python3.9/site-packages/cartopy/mpl/gridliner.py:487: UserWarning: The .ylabels_right attribute is deprecated. Please use .right_labels to toggle visibility instead.\n", " warnings.warn('The .ylabels_right attribute is deprecated. Please '\n", "/tmp/ipykernel_12193/3976188582.py:28: RuntimeWarning: invalid value encountered in sqrt\n", " color=np.sqrt(Mx*Mx+My*My),linewidth=2,density=5,cmap=cm.autumn)\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# try make a combined streamline plot\n", "plt.figure(figsize=(12,8))\n", "\n", "ax = plt.axes(projection = ccrs.PlateCarree(central_longitude=180.0))\n", "ax.add_feature(cf.COASTLINE)\n", "ax.add_feature(cf.LAND)\n", "ax.set_extent([120, 300, -60, 60], crs=ccrs.PlateCarree())\n", "\n", "gl = ax.gridlines(crs=ccrs.PlateCarree(), draw_labels=True,\n", " linewidth=2, color='gray', alpha = 0.25, linestyle='--')\n", "\n", "# labels on bottom and left axes\n", "gl.xlabels_top = False\n", "gl.ylabels_right = False\n", "\n", "# define the label style\n", "gl.xlabel_style = {'size': 15, 'color': 'black'}\n", "gl.ylabel_style = {'size': 15, 'color': 'black'}\n", "\n", "# define exactly which ones to label\n", "gl.xlocator = mticker.FixedLocator([120, 150, 180, -150, -120, -90, -60])\n", "gl.ylocator = mticker.FixedLocator([-60, -40, -20, 0, 20, 40, 60])\n", "gl.xformatter = LONGITUDE_FORMATTER\n", "gl.yformatter = LATITUDE_FORMATTER\n", "\n", "# try a streamline plot\n", "plt.streamplot(lon,lat,Mx,My,transform=ccrs.PlateCarree(),\n", " color=np.sqrt(Mx*Mx+My*My),linewidth=2,density=5,cmap=cm.autumn)\n", "\n", "ax.set_title('Ekman transport');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "One problem with the calculation of Ekman transport is that it tends to infinity close to the equator. Let's mask a band of 5 degrees around the equator:" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/opt/conda/envs/python/lib/python3.7/site-packages/ipykernel_launcher.py:5: RuntimeWarning: invalid value encountered in sqrt\n", " \"\"\"\n", "/opt/conda/envs/python/lib/python3.7/site-packages/cartopy/mpl/geoaxes.py:385: MatplotlibDeprecationWarning: \n", "The 'inframe' parameter of draw() was deprecated in Matplotlib 3.3 and will be removed two minor releases later. Use Axes.redraw_in_frame() instead. If any parameter follows 'inframe', they should be passed as keyword, not positionally.\n", " inframe=inframe)\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "mask = np.abs(lat) < 5\n", "lat2 = np.ma.masked_where(mask,lat)\n", "Mx[mask] = np.ma.masked\n", "My[mask] = np.ma.masked\n", "Mmag = np.sqrt(Mx * Mx + My * My)\n", "\n", "plt.figure(figsize=(12,8))\n", "ax = plt.axes(projection = ccrs.PlateCarree(central_longitude=180.0))\n", "ax.add_feature(cf.COASTLINE) \n", "ax.add_feature(cf.LAND)\n", "ax.set_extent([120, 300, -60, 60], crs=ccrs.PlateCarree())\n", "\n", "gl = ax.gridlines(crs=ccrs.PlateCarree(), draw_labels=True,\n", " linewidth=2, color='gray', alpha = 0.25, linestyle='--')\n", "\n", "# labels on bottom and left axes\n", "gl.xlabels_top = False\n", "gl.ylabels_right = False\n", "\n", "# define the label style\n", "gl.xlabel_style = {'size': 15, 'color': 'black'}\n", "gl.ylabel_style = {'size': 15, 'color': 'black'}\n", "\n", "# now we define exactly which ones to label and spruce up the labels\n", "gl.xlocator = mticker.FixedLocator([120, 150, 180, -150, -120, -90, -60])\n", "gl.ylocator = mticker.FixedLocator([-60, -40, -20, 0, 20, 40, 60])\n", "gl.xformatter = LONGITUDE_FORMATTER\n", "gl.yformatter = LATITUDE_FORMATTER\n", "\n", "plt.streamplot(lon,lat2,Mx,My,transform=ccrs.PlateCarree(),color=Mmag,density=5,\n", " linewidth=2,cmap=cm.jet)\n", "\n", "ax.set_title('Ekman transport');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# 4. Satellite data: Ocean color\n", "\n", "There are several satellites that have measured ocean (and land surface) color. Most of the data can be found at the NASA/Goddard Space Flight Center (GSFC);\n", "\n", "https://oceancolor.gsfc.nasa.gov/\n", "\n", "In this exercise we will make a quick plot of ocean color from MODIS-Aqua to investigate upwelling off California.\n" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "# load array utils\n", "import numpy as np\n", "\n", "# load in plotting rountines\n", "import matplotlib.pyplot as plt\n", "from matplotlib import cm\n", "\n", "# add mapping routines\n", "import cartopy.crs as ccrs\n", "import cartopy.feature as cf\n", "import matplotlib.ticker as mticker\n", "from cartopy.mpl.gridliner import LONGITUDE_FORMATTER, LATITUDE_FORMATTER\n", "\n", "# import netcdf for working with OPeNDAP files\n", "# (can also use xarray)\n", "import netCDF4 as nc\n", "\n", "# import pandas for data handling and dates\n", "import pandas as pd\n", "\n", "# import datetime for date handling\n", "import datetime as dt" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "# The data URL might be made more flexible by recognizing the syntax:\n", "# year/day of year\n", "year = '2021'\n", "doy = '105'\n", "root_url = 'https://oceandata.sci.gsfc.nasa.gov:443/opendap/MODISA/L3SMI/'" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "URL = root_url + year + '/' + doy + '/A' + year + doy + '.L3m_DAY_CHL_chl_ocx_9km.nc'\n", "file = nc.Dataset(URL)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "# get all lat/lon/chl for a single day\n", "lat = file.variables['lat'][:]\n", "lon = file.variables['lon'][:]\n", "chl = file.variables['chl_ocx'][:][:]" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/opt/conda/envs/python/lib/python3.7/site-packages/ipykernel_launcher.py:2: MatplotlibDeprecationWarning: shading='flat' when X and Y have the same dimensions as C is deprecated since 3.3. Either specify the corners of the quadrilaterals with X and Y, or pass shading='auto', 'nearest' or 'gouraud', or set rcParams['pcolor.shading']. This will become an error two minor releases later.\n", " \n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# quick-look at the data\n", "plt.pcolormesh(lon,lat,chl)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "# Subset for US West Coast\n", "\n", "J = np.argwhere((lat>30)&(lat<40))\n", "I = np.argwhere((lon>-125)&(lon<-115))\n", "\n", "sub_lat = np.squeeze(lat[J])\n", "sub_lon = np.squeeze(lon[I])\n", "sub_chl = chl[int(J[0]):int(J[-1]+1),int(I[0]):int(I[-1])+1]" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/opt/conda/envs/python/lib/python3.7/site-packages/ipykernel_launcher.py:1: RuntimeWarning: invalid value encountered in log\n", " \"\"\"Entry point for launching an IPython kernel.\n", "/opt/conda/envs/python/lib/python3.7/site-packages/ipykernel_launcher.py:1: MatplotlibDeprecationWarning: shading='flat' when X and Y have the same dimensions as C is deprecated since 3.3. Either specify the corners of the quadrilaterals with X and Y, or pass shading='auto', 'nearest' or 'gouraud', or set rcParams['pcolor.shading']. This will become an error two minor releases later.\n", " \"\"\"Entry point for launching an IPython kernel.\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.pcolormesh(sub_lon,sub_lat,np.log(sub_chl))" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/opt/conda/envs/python/lib/python3.7/site-packages/ipykernel_launcher.py:30: RuntimeWarning: invalid value encountered in log\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(10,10))\n", "\n", "ax = plt.axes(projection = ccrs.PlateCarree())\n", "#ax.add_feature(cf.COASTLINE) \n", "#ax.add_feature(cf.LAND)\n", "land_50m = cf.NaturalEarthFeature('physical', 'land', '50m',\n", " edgecolor='face',\n", " facecolor=cf.COLORS['land'])\n", "ax.add_feature(land_50m, edgecolor='gray')\n", "\n", "ax.set_extent([-125, -115, 30, 40], crs=ccrs.PlateCarree())\n", "\n", "gl = ax.gridlines(crs=ccrs.PlateCarree(), draw_labels=True,\n", " linewidth=2, color='gray', alpha = 0.25, linestyle='--')\n", "\n", "# labels on bottom and left axes\n", "gl.xlabels_top = False\n", "gl.ylabels_right = False\n", "\n", "# define the label style\n", "gl.xlabel_style = {'size': 15, 'color': 'black'}\n", "gl.ylabel_style = {'size': 15, 'color': 'black'}\n", "\n", "# now we define exactly which ones to label and spruce up the labels\n", "gl.xlocator = mticker.FixedLocator([-125, -123, -121, -119, -117, -115])\n", "gl.ylocator = mticker.FixedLocator([30, 32, 34, 36, 38, 40])\n", "gl.xformatter = LONGITUDE_FORMATTER\n", "gl.yformatter = LATITUDE_FORMATTER\n", "\n", "plt.contourf(sub_lon,sub_lat,np.log(sub_chl),cmap=cm.jet,transform=ccrs.PlateCarree())\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# 5. OceanWatch data in Python\n", "\n", "This tutorial will show the steps to grab data in ERDDAP from Python, how to work with NetCDF files in Python and how to make some maps and time-series od chlorophyll-a concentration around the main Hawaiian islands\n", "\n", "## 5A. Downlading data from Python\n", "\n", "Because ERDDAP includes RESTful services, you can download data listed on any ERDDAP platform from R using the URL structure. For example, the following page allows you to subset monthly Chlorophyll a data from the Aqua-MODIS sensor https://oceanwatch.pifsc.noaa.gov/erddap/griddap/OceanWatch_aqua_chla_monthly.html. Select your region and date range of interest, then select the '.nc' (NetCDF) file type and click on \"Just Generate the URL\".\n", "\n", "![](erddap.png)\n", "\n", "In this specific example, the URL we generated is :\n", "https://oceanwatch.pifsc.noaa.gov/erddap/griddap/CRW_sst_v1_0_monthly.nc?analysed_sst[(2018-01-01T12:00:00Z):1:(2018-12-01T12:00:00Z)][(17):1:(30)][(195):1:(210)]\n", "\n", "In Python, run the following to download the data using the generated URL :\n" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "('sst.nc', )" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import urllib.request\n", "url=\"https://oceanwatch.pifsc.noaa.gov/erddap/griddap/CRW_sst_v1_0_monthly.nc?analysed_sst[(2018-01-01T12:00:00Z):1:(2018-12-01T12:00:00Z)][(17):1:(30)][(195):1:(210)]\"\n", "urllib.request.urlretrieve(url, \"sst.nc\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 5B. Importing NetCDF4 data in Python\n", "\n", "Now that we've downloaded the data locally, we can import it and extract our variables of interest.\n", "\n", "The xarray package makes it very convenient to work with NetCDF files. Documentation is available here:\n", "http://xarray.pydata.org/en/stable/why-xarray.html" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "import xarray as xr\n", "import netCDF4 as nc" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- Open the file and load it as an xarray dataset:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "ds = xr.open_dataset('sst.nc',decode_cf=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- examine the data structure:" ] }, { "cell_type": "code", "execution_count": 40, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "Dimensions: (latitude: 261, longitude: 301, time: 12)\n", "Coordinates:\n", " * time (time) float64 1.515e+09 1.517e+09 ... 1.541e+09 1.544e+09\n", " * latitude (latitude) float32 17.025 17.075 17.125 ... 29.975 30.025\n", " * longitude (longitude) float32 195.025 195.075 ... 209.975 210.025\n", "Data variables:\n", " analysed_sst (time, latitude, longitude) float64 ...\n", "Attributes:\n", " acknowledgement: NOAA Coral Reef Watch Program\n", " cdm_data_type: Grid\n", " comment: This product is designed to improve on and re...\n", " contributor_name: NOAA Coral Reef Watch program\n", " contributor_role: Collecting source data and deriving products;...\n", " Conventions: CF-1.6, ACDD-1.3, COARDS\n", " creator_email: coralreefwatch@noaa.gov\n", " creator_institution: NOAA/NESDIS/STAR Coral Reef Watch program\n", " creator_name: NOAA Coral Reef Watch program\n", " creator_type: group\n", " creator_url: https://coralreefwatch.noaa.gov/\n", " data_source: NOAA Daily Global 5km Geo-Polar Blended Night...\n", " date_created: 2018-01-01T00:00:00Z\n", " date_issued: 2018-12-02T15:20:07Z\n", " date_metadata_modified: 2018-09-01T00:00:00Z\n", " date_modified: 2018-01-01T00:00:00Z\n", " Easternmost_Easting: 210.025\n", " geospatial_bounds: \"POLYGON((-90.0 360.0, 90.0 360.0, 90.0 0.0, ...\n", " geospatial_bounds_crs: EPSG:32663\n", " geospatial_lat_max: 30.025\n", " geospatial_lat_min: 17.025\n", " geospatial_lat_resolution: 0.049999999999999996\n", " geospatial_lat_units: degrees_north\n", " geospatial_lon_max: 210.025\n", " geospatial_lon_min: 195.025\n", " geospatial_lon_resolution: 0.05000000000000001\n", " geospatial_lon_units: degrees_east\n", " history: Mon Mar 2 06:00:23 2020: ncatted -O -a geosp...\n", " id: CoralTemp-v1.0\n", " infoUrl: https://coralreefwatch.noaa.gov/satellite/ble...\n", " institution: NOAA/NESDIS/STAR Coral Reef Watch program\n", " instrument: ATSR-1, ATSR-2, AATSR, AVHRR, AVHRR-2, AVHRR-...\n", " instrument_vocabulary: NOAA NODC Ocean Archive System Instruments\n", " keywords: 5km, analysed, analysed_sst, analysis, blende...\n", " keywords_vocabulary: GCMD Science Keywords\n", " license: OSTIA Usage Statement (1985-2002): IMPORTANT ...\n", " metadata_link: https://coralreefwatch.noaa.gov/satellite/ble...\n", " naming_authority: gov.noaa.coralreefwatch\n", " NCO: 4.3.7\n", " nco_openmp_thread_number: 1\n", " Northernmost_Northing: 30.025\n", " platform: Ships, drifting buoys, moored buoys, TOGA-TAO...\n", " platform_vocabulary: NOAA NODC Ocean Archive System Platforms\n", " processing_level: L4\n", " product_version: 1.0\n", " program: NOAA Coral Reef Watch program\n", " project: NOAA Coral Reef Watch program\n", " publisher_email: coralreefwatch@noaa.gov\n", " publisher_institution: NOAA/NESDIS/STAR Coral Reef Watch program\n", " publisher_name: NOAA Coral Reef Watch program\n", " publisher_type: group\n", " publisher_url: https://coralreefwatch.noaa.gov/\n", " references: Donlon, et al., 2011. The Operational Sea Sur...\n", " source: OSTIA Sea Surface Temperature Reanalysis (nig...\n", " sourceUrl: (local files)\n", " Southernmost_Northing: 17.025\n", " standard_name_vocabulary: CF Standard Name Table v27\n", " summary: CoralTemp 5km gap-free analysed blended sea s...\n", " time_coverage_duration: P1D\n", " time_coverage_end: 2018-12-01T12:00:00Z\n", " time_coverage_resolution: P1D\n", " time_coverage_start: 2018-01-01T12:00:00Z\n", " title: Sea Surface Temperature, Coral Reef Watch, Co...\n", " Westernmost_Easting: 195.025" ] }, "execution_count": 40, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- examine which coordinates and variables are included in the dataset:" ] }, { "cell_type": "code", "execution_count": 41, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Coordinates:\n", " * time (time) float64 1.515e+09 1.517e+09 ... 1.541e+09 1.544e+09\n", " * latitude (latitude) float32 17.025 17.075 17.125 ... 29.925 29.975 30.025\n", " * longitude (longitude) float32 195.025 195.075 195.125 ... 209.975 210.025" ] }, "execution_count": 41, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds.coords" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Data variables:\n", " analysed_sst (time, latitude, longitude) float64 ..." ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds.data_vars" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- examine the structure of analysed_sst:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(12, 261, 301)" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds.analysed_sst.shape" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Our dataset is a 3-D array with 261 rows corresponding to latitudes and 301 columns corresponding to longitudes, for each of the 12 time steps.\n", "\n", "- get the dates for each time step:" ] }, { "cell_type": "code", "execution_count": 44, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "array([1.514808e+09, 1.517486e+09, 1.519906e+09, 1.522584e+09, 1.525176e+09,\n", " 1.527854e+09, 1.530446e+09, 1.533125e+09, 1.535803e+09, 1.538395e+09,\n", " 1.541074e+09, 1.543666e+09])\n", "Coordinates:\n", " * time (time) float64 1.515e+09 1.517e+09 1.52e+09 ... 1.541e+09 1.544e+09\n", "Attributes:\n", " _CoordinateAxisType: Time\n", " actual_range: [1.5148080e+09 1.5436656e+09]\n", " axis: T\n", " coverage_content_type: coordinate\n", " ioos_category: Time\n", " long_name: reference time of the sst field\n", " standard_name: time\n", " time_origin: 01-JAN-1970 00:00:00\n", " units: seconds since 1970-01-01T00:00:00Z" ] }, "execution_count": 44, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds.time" ] }, { "cell_type": "code", "execution_count": 45, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([datetime.datetime(2018, 1, 1, 12, 0),\n", " datetime.datetime(2018, 2, 1, 12, 0),\n", " datetime.datetime(2018, 3, 1, 12, 0),\n", " datetime.datetime(2018, 4, 1, 12, 0),\n", " datetime.datetime(2018, 5, 1, 12, 0),\n", " datetime.datetime(2018, 6, 1, 12, 0),\n", " datetime.datetime(2018, 7, 1, 12, 0),\n", " datetime.datetime(2018, 8, 1, 12, 0),\n", " datetime.datetime(2018, 9, 1, 12, 0),\n", " datetime.datetime(2018, 10, 1, 12, 0),\n", " datetime.datetime(2018, 11, 1, 12, 0),\n", " datetime.datetime(2018, 12, 1, 12, 0)], dtype=object)" ] }, "execution_count": 45, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dates=nc.num2date(ds.time,ds.time.units)\n", "dates" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 5C. Working with the extracted data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Creating a map for one time step" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's create a map of SST for January 2018 (our first time step)." ] }, { "cell_type": "code", "execution_count": 47, "metadata": {}, "outputs": [], "source": [ "import pandas as pd\n", "import numpy as np\n", "from matplotlib import pyplot as plt\n", "from matplotlib.colors import LinearSegmentedColormap\n", "np.warnings.filterwarnings('ignore')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- set some color breaks" ] }, { "cell_type": "code", "execution_count": 49, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "17.922142857142862" ] }, "execution_count": 49, "metadata": {}, "output_type": "execute_result" } ], "source": [ "np.nanmin(ds.analysed_sst)" ] }, { "cell_type": "code", "execution_count": 50, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "28.390645161290323" ] }, "execution_count": 50, "metadata": {}, "output_type": "execute_result" } ], "source": [ "np.nanmax(ds.analysed_sst)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "levs = np.arange(17.5, 28.5, 0.05)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- define a color palette" ] }, { "cell_type": "code", "execution_count": 51, "metadata": {}, "outputs": [], "source": [ "jet=[\"blue\", \"#007FFF\", \"cyan\",\"#7FFF7F\", \"yellow\", \"#FF7F00\", \"red\", \"#7F0000\"]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- set color scale using the jet palette" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "cm = LinearSegmentedColormap.from_list('my_jet', jet, N=len(levs))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- plot the SST map" ] }, { "cell_type": "code", "execution_count": 52, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.contourf(ds.longitude, ds.latitude, ds.analysed_sst[0,:,:], levs,cmap=cm)\n", "#plot the color scale\n", "plt.colorbar()\n", "#example of how to add points to the map\n", "plt.scatter(range(202,206),np.repeat(26,4),c='black')\n", "#example of how to add a contour line\n", "plt.contour(ds.longitude, ds.latitude, ds.analysed_sst[0,:,:],levels=20,linewidths=1)\n", "#plot title\n", "plt.title(\"Monthly Sea Surface Temperature \" + dates[0].strftime('%b %Y'))\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plotting a time series" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's pick the following box : 18-23N, 200-206E. We are going to generate a time series of mean SST within that box.\n", "\n", "- first, let subset our data:" ] }, { "cell_type": "code", "execution_count": 53, "metadata": {}, "outputs": [], "source": [ "lat_bnds, lon_bnds = [18, 23], [200, 206]\n", "da=ds.sel(latitude=slice(*lat_bnds), longitude=slice(*lon_bnds))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- let's plot the subset:" ] }, { "cell_type": "code", "execution_count": 54, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.contourf(da.longitude, da.latitude, da.analysed_sst[0,:,:], levs,cmap=cm)\n", "plt.colorbar()\n", "plt.title(\"Monthly Sea Surface Temperature \" + dates[0].strftime('%b %Y'))\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- let's compute the monthly mean over the bounding region:" ] }, { "cell_type": "code", "execution_count": 55, "metadata": {}, "outputs": [], "source": [ "res=np.mean(da.analysed_sst,axis=(1,2))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- let's plot the time-series:" ] }, { "cell_type": "code", "execution_count": 56, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0,0.5,'SST (ºC)')" ] }, "execution_count": 56, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(8,4))\n", "plt.scatter(dates,res)\n", "plt.ylabel('SST (ºC)')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Creating a map of average SST over a year" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- let's compute the yearly mean for the region:" ] }, { "cell_type": "code", "execution_count": 57, "metadata": {}, "outputs": [], "source": [ "mean_sst=np.mean(ds.analysed_sst,axis=0)" ] }, { "cell_type": "code", "execution_count": 58, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(261, 301)" ] }, "execution_count": 58, "metadata": {}, "output_type": "execute_result" } ], "source": [ "mean_sst.shape" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- let's plot the map of the 2018 average SST in the region:" ] }, { "cell_type": "code", "execution_count": 59, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.contourf(ds.longitude, ds.latitude, mean_sst, levs,cmap=cm)\n", "plt.colorbar()\n", "plt.title(\"Mean SST \" + dates[0].strftime('%Y-%m')+' - '+dates[11].strftime('%Y-%m'))\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 5D. Comparison of chlorophyll data from different sensors" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Different ocean color sensors have been launched since 1997 to provide continuous global ocean color data. Unfortunately, because of differences in sensor design and calibration, chlorophyll-a concentration values don’t match during their periods of overlap, making it challenging to study long-term trends.\n", "\n", "As an example, we are going to plot time-series of mean chlorophyll a concentration from various sensors from 1997 to 2019 to look at the periods of overlap. \n", "We are going to download data from Seawifs (1997-2010), MODIS (2002-2019) and VIIRS (2012-2019) and compare it to the ESA-CCI data (1997-2019) which combines all 3 sensors into a homogeneous time-series.\n", "\n", "First, let's load all the packages needed:" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import urllib.request \n", "import xarray as xr \n", "import netCDF4 as nc\n", "\n", "import pandas as pd \n", "import numpy as np \n", "from matplotlib import pyplot as plt \n", "from matplotlib.colors import LinearSegmentedColormap \n", "np.warnings.filterwarnings('ignore')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The OceanWatch website has a data catalog containing documentation and links to all the datasets available:\n", "https://oceanwatch.pifsc.noaa.gov/doc.html\n", "\n", "Navigate to the \"Ocean Color\" tab. From there you can access the different datasets using ERDDAP or THREDDS." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Get monthly seawifs data, which starts in 1997" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Go to ERDDAP to find the name of the dataset for monthly SeaWIFS data: sw_chla_monthly_2018_0\n", "\n", "You should always examine the dataset in ERDDAP to check the date range, names of the variables and dataset ID, to make sure your griddap calls are correct: https://oceanwatch.pifsc.noaa.gov/erddap/griddap/sw_chla_monthly_2018_0.html\n", "\n", "Notice also that for this dataset and others, the latitudes are ordered from North to South, which will affect the construction of the download URL. (ie. instead of selecting latitudes 0-40N, you need to request 40-0).\n", "\n", "- let's download data for a box around the Hawaiian Islands:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "url='https://oceanwatch.pifsc.noaa.gov/erddap/griddap/sw_chla_monthly_2018_0.nc?chlor_a[(1997-10-16T12:00:00Z):1:(2010-10-16T12:00:00Z)][(25):1:(15)][(198):1:(208)]'" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'https://oceanwatch.pifsc.noaa.gov/erddap/griddap/sw_chla_monthly_2018_0.nc?chlor_a[(1997-10-16T12:00:00Z):1:(2010-10-16T12:00:00Z)][(25):1:(15)][(198):1:(208)]'" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "url" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/plain": [ "('sw.nc', )" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "urllib.request.urlretrieve(url, \"sw.nc\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- let's use xarray to extract the data from the downloaded file:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "sw_ds = xr.open_dataset('sw.nc',decode_cf=False)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Data variables:\n", " chlor_a (time, latitude, longitude) float32 ..." ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sw_ds.data_vars" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(153, 121, 121)" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sw_ds.chlor_a.shape" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The downloaded data contains only one variable: chlor_a.\n", "\n", "- let's compute the monthly mean over the region and extract the dates corresponding to each month of data:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "swAVG=np.mean(sw_ds.chlor_a,axis=(1,2))\n", "\n", "swdates=nc.num2date(sw_ds.time,sw_ds.time.units) " ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "sw_ds.close()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Get monthly MODIS data, that starts in 2002" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "('aq.nc', )" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "url2='https://oceanwatch.pifsc.noaa.gov/erddap/griddap/aqua_chla_monthly_2018_0.nc?chlor_a[(2002-07-16T12:00:00Z):1:(2019-12-16T12:00:00Z)][(25):1:(15)][(198):1:(208)]'\n", "urllib.request.urlretrieve(url2, \"aq.nc\")" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "aq_ds = xr.open_dataset('aq.nc',decode_cf=False)\n", "aqAVG=np.mean(aq_ds.chlor_a,axis=(1,2))\n", "\n", "aqdates=nc.num2date(aq_ds.time,aq_ds.time.units) " ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(210, 241, 241)" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "aq_ds.chlor_a.shape" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "aq_ds.close()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Get monthly VIIRS data, which starts in 2012" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "('snpp.nc', )" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "url3='https://oceanwatch.pifsc.noaa.gov/erddap/griddap/noaa_snpp_chla_monthly.nc?chlor_a[(2012-01-02T12:00:00Z):1:(2019-12-01T12:00:00Z)][(25):1:(15)][(198):1:(208)]'\n", "urllib.request.urlretrieve(url3, \"snpp.nc\")" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "snpp_ds = xr.open_dataset('snpp.nc',decode_cf=False)\n", "snppAVG=np.mean(snpp_ds.chlor_a,axis=(1,2))\n", "\n", "snppdates=nc.num2date(snpp_ds.time,snpp_ds.time.units) " ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(96, 267, 267)" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "snpp_ds.chlor_a.shape" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "snpp_ds.close()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Get OC-CCI data (September 1997 to Dec 2019)" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "('cci.nc', )" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "url4='https://oceanwatch.pifsc.noaa.gov/erddap/griddap/esa-cci-chla-monthly-v4-2.nc?chlor_a[(1997-09-04):1:(2019-12-01T00:00:00Z)][(25):1:(15)][(198):1:(208)]'\n", "urllib.request.urlretrieve(url4, \"cci.nc\")" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "cci_ds = xr.open_dataset('cci.nc',decode_cf=False)\n", "cciAVG=np.mean(cci_ds.chlor_a,axis=(1,2))\n", "ccidates=nc.num2date(cci_ds.time,cci_ds.time.units) " ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [], "source": [ "cci_ds.close()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plot the data" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(12,5)) \n", "plt.plot(swdates,swAVG,label='sw',c='red',marker='.',linestyle='-')\n", "plt.plot(aqdates,aqAVG,label='aq',c='blue',marker='.',linestyle='-')\n", "plt.plot(snppdates,snppAVG,label='snpp',c='green',marker='.',linestyle='-')\n", "plt.ylabel('Chl-a (mg/m^3)')\n", "plt.legend()" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(12,5)) \n", "plt.plot(ccidates,cciAVG, label='cci',c='black')\n", "plt.scatter(swdates,swAVG,label='sw',c='red')\n", "plt.scatter(aqdates,aqAVG,label='aq',c='blue')\n", "plt.scatter(snppdates,snppAVG,label='snpp',c='green')\n", "plt.ylabel('Chl-a (mg/m^3)')\n", "plt.legend()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 5E. Extract data within a shapefile using ERDDAP" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This tutorial will teach you how to extract and display SST values for a particular time period or average SST over the whole time-series available within a shapefile.\n", "\n", "The shapefile for the NOAA Marine National Monument and sanctuaries boundaries can be downloaded here: \n", "http://sanctuaries.noaa.gov/library/imast_gis.html. \n", "We are going to extract SST data for the Papahanaumokuakea Marine National Monument (PMNM) in Hawaii. However, because the Monument boundaries cross the dateline, the shapefile provided on the website is tricky to work with. We'll work with a cleaned up version, available here:\n", "https://oceanwatch.pifsc.noaa.gov/files/PMNM_bounds.csv" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Load packages" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [], "source": [ "import pandas as pd\n", "import numpy as np\n", "import time\n", "import urllib.request \n", "import xarray as xr \n", "import netCDF4 as nc\n", "from matplotlib import pyplot as plt \n", "from matplotlib.colors import LinearSegmentedColormap\n", "from shapely.geometry import Point, Polygon\n", "import geopandas as gpd\n", "\n", "np.warnings.filterwarnings('ignore')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Load the Monument boundary" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "df=pd.read_csv('PMNM_bounds.csv')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Transform the boundary to a Polygon" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "geometry = [Point(xy) for xy in zip(df.lon, df.lat)]\n", "poly = Polygon([(p.x, p.y) for p in geometry])" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/svg+xml": [ "" ], "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "poly" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Data extraction" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The example below extracts monthly 5km CoralTemp SST data within the monument boundary. \n", "\n", "- We are going to download data from ERDDAP for the smallest bounding box that contains our polygon" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "xcoord1 = (np.min(df.lon), np.max(df.lon))\n", "ycoord1 = (np.min(df.lat), np.max(df.lat))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- let's select a date range:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "tcoord = (\"2019-01-15\", \"2019-12-15\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- and let's build our ERDDAP URL:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "url='https://oceanwatch.pifsc.noaa.gov/erddap/griddap/CRW_sst_v1_0_monthly.nc?analysed_sst[('+ tcoord[0] +'):1:('+ tcoord[1] +')][('+ str(ycoord1[0]) +'):1:('+ str(ycoord1[1]) +')][(' + str(xcoord1[0]) +'):1:('+ str(xcoord1[1]) +')]'" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'https://oceanwatch.pifsc.noaa.gov/erddap/griddap/CRW_sst_v1_0_monthly.nc?analysed_sst[(2019-01-15):1:(2019-12-15)][(19.2345832):1:(31.79786423)][(177.84422):1:(198.9827)]'" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "url" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- now we can download the data:" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "urllib.request.urlretrieve(url, \"sst.nc\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- and load it as an xarray dataset:" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [], "source": [ "ds = xr.open_dataset('sst.nc',decode_cf=False)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(12, 252, 424)" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds.analysed_sst.shape" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We now have data for a box around our polygon, for 12 monthly time steps (= 1 year)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Masking the data outside the Monument boundary" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The .within() function from the shapelypackage checks if a point is within a polygon. We are using it to create a mask which will take the value 1 within the polygon boundary, and NaN outside.\n", "\n", "(This takes about 1min or less to run)." ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "total time = 0.580524 mins\n" ] } ], "source": [ "start_time=time.time()\n", "mask=np.empty((len(ds.latitude.values),len(ds.longitude.values)))\n", "mask[:]=np.NaN\n", "\n", "for i in range(len(ds.latitude.values)):\n", " for j in range(len(ds.longitude.values)):\n", " p=Point(ds.longitude.values[j],ds.latitude.values[i],) \n", " if int(p.within(poly))==1:\n", " mask[i,j]=int(p.within(poly))\n", " \n", "end_time=time.time()\n", "print(\"total time = %g mins\" % ((end_time-start_time)/60.))" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" }, { "data": { 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05UjS5DXlD46826Ik0YyhFwNdkgp1D3UDXZIawkCXpDZ17tINdElapq6hbqBLUgd1DHUDXZK6qFuo+wEXktRDnUI9MnNyLxaxCNwzsRfs7iDg/mkX0YP1Da7KtUG166tybVDt+sZd2y9m5op3N5xooFdFRCxk5vy06+jG+gZX5dqg2vVVuTaodn1Vqc0xdElqCANdkhpiVgP9kmkXsALrG1yVa4Nq11fl2qDa9VWitpkcQ5ekJprVDl2SGqf2gR4RH4mI+yLitrZ5x0TEDRGxvfiA6uOK+RERH4yIuyLiloh4XpdtPj8ibi2W+2DxqU2TqO+1RV23RMRXIuLoLtv8aER8q1h/e0QcM4HaToqIB9te8y+6bPPwiNgaEXdGxMcj4imD1DZAfW9pq+22iPhpRBzQYZsj2Xc96js6Ir5aHD//GhH7tj13QXFM3RERv91lmyPZf/3UFhEviYhtxfxtEbG+yzbfERHfa9t3Jw9S2wD1zUXE/7a97sVdtnlARGwp9t2WiNh/ArW9tq2u7RHxaKdjapT7rqfMrPUD+HXgecBtbfM+C7ysmD4Z+Hzb9DW0PrBjHbC1yzZvBI4vlrtmaVsTqO+FwP7F9Mt61PdR4FUT3ncnAVeX2OYngFcX0xcDZ02ivmXrvRz43Dj3XY/6vgacWEy/HvjLYvoo4GZgL+Bw4G7gyePaf33WdizwC8X0s4HvddnmO4A3T2HfzbUv12Ob7wHeWky/Fdg07tqWrfcc4Jvj3ne9HrXv0DPzi8APl88GljqjpwH3FtOnAJdlyw3AflF80PWS4ut9M/Or2fpOXAacOon6MvMrmfmjYv4NwKGDvu6oaysjIgJYD3yymLWZCe27ZV4D/NOgr1tWl/p+GfhiMb0FeGUxfQrwscx8JDO/BdwFHNe+4ij3Xz+1ZebXM3NpP94OPDUi9hrkdcdRXx9OobXPYEL7bpmJHHe91D7QuzgXeG9EfAd4H3BBMX8N8J225b5bzGu3ppjfa5lx1dfuDFq/HXTzrmJo5qIRv/l61XZ8RNwcEddExLM6rHsg8EBm7i6+nvi+i4ifB14KXNFjG+PadwC3Aa8opk8D1hbTZY69ce+/brW1eyXw9cx8pMs23lDsu48MOqQxYH2HR8TXI+ILEfGiLus/PTN3ART/Hjyh2pb8Hr0DfZz7DmhuoJ8FnJeZa4HzgEuL+Z3Gwpdf5lNmmWF1q69VQMSLaQV6t5tIXAD8CvAC4IAey42ytpto/fnx0cBfA5/qsO7U9x2t4ZYvZ+byDmvJOPcdtH4dPzsitgH7AD8p5lfh2OtWW+vFWz+kNwF/0mX9vwV+CTgG2AW8f4S19apvF3BYZh4LvAn4x/ZzExOy0r77VeDHmXlbp5UZ/75rGfeYziQeLBtjAx7k8UsyA3iomP4w8Jq25e4AVi/b1mrgP9u+fg3w4UnUV3z9XFrjq0eU3PZJlBjbHkVty9bbCRy0bF7Qup/FHsXXxwPXTmrfFfP+Bfj9Sey7TvUte+4I4MZi+gLggrbnrgWOH+f+K1tb8fWhwDeAE4bd9jjqW/bc54H5DvMfez8X7+M7JlUbcBHwtkntu26Ppnbo9wInFtPrgTuL6U8Dr4uWdcCDWfyKtqT4+uGIWFeMab4OuGoS9UXEYcCVwOmZ+Y1uKy+N+xf1nUrr18Fx13ZI8XpE68qSJwE/aF8xW0fr9cCrilkbmNC+K+p6WvFc19cc874jIg4u/n0S8Oe0TmxC69h7dUTsFRGHA8+kdfL9MePef91qi4j9gH+j9QPnyz3Wbz/f9LtMaN9FxKqIeHIx/Qxa++6bHTbxaVr7DCa079rmnQZ8rMf6Y913jxnHT4lJPmiNWe0C/o/WmOMZwK8B22hdVbAVeH6xbAB/Q6sDvpW2n/LA9rbp+WKH3w18iKIjnEB9fwf8CNhePBbatvMZHr8S4XNF/bcB/wDsPYHa3kDrhNnNtE7YvrBLbc+gFVR3Af8M7DWJfVcs/4e0Tjwu387I912P+s6h1el+A3h3+7EDvL04pu6g7cqpcey/fmqjFVD/03bcbQcObjsm54vpvy/23S20wnP1ILUNUN8r2469m4CXt22nvb4Dgeto/ZC/DjhgQt/Xk4AbOmxnLPuu18O/FJWkhmjqkIskzRwDXZIawkCXpIYw0CWpIQx0SWoIA12SGsJAl6SGMNAlqSH+Hxz/JUmKMOHmAAAAAElFTkSuQmCC\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.contourf(ds.longitude,ds.latitude,mask)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We now multiply the SST data we downloaded by the mask values:" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "SST=ds.analysed_sst*mask" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plotting the data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The extracted data contains several time steps (months) of sst data in the monument boundaries. Let's make a plot of the 4th time step for example.\n", "\n", "- setting up the colormap" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(\n", " array(16.863333), \n", " array(28.78))" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "np.min(SST),np.max(SST)" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [], "source": [ "levs = np.arange(16, 29, 0.05)\n", "jet=[\"blue\", \"#007FFF\", \"cyan\",\"#7FFF7F\", \"yellow\", \"#FF7F00\", \"red\", \"#7F0000\"] \n", "cm = LinearSegmentedColormap.from_list('my_jet', jet, N=len(levs))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- loading data to plot the coastline. The file can be downloaded [here](https://oceanwatch.pifsc.noaa.gov/files/gz_2010_us_outline_20m.json), and was provided by https://eric.clst.org/tech/usgeojson/.\n", "Download the file and save it to your computer." ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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TYPER_STATEFPL_STATEFPgeometry
0MEXICAN48LINESTRING (-97.14557 25.97113, -97.17263 25.9...
1MEXICAN35LINESTRING (-106.52854 31.78391, -106.75055 31...
2COASTAL55LINESTRING (-86.89989 45.29518, -86.90490 45.2...
3COASTAL55LINESTRING (-90.46408 46.99464, -90.46546 47.0...
4COASTAL55LINESTRING (-87.59021 45.09526, -87.58715 45.0...
\n", "
" ], "text/plain": [ " TYPE R_STATEFP L_STATEFP \\\n", "0 MEXICAN 48 \n", "1 MEXICAN 35 \n", "2 COASTAL 55 \n", "3 COASTAL 55 \n", "4 COASTAL 55 \n", "\n", " geometry \n", "0 LINESTRING (-97.14557 25.97113, -97.17263 25.9... \n", "1 LINESTRING (-106.52854 31.78391, -106.75055 31... \n", "2 LINESTRING (-86.89989 45.29518, -86.90490 45.2... \n", "3 LINESTRING (-90.46408 46.99464, -90.46546 47.0... \n", "4 LINESTRING (-87.59021 45.09526, -87.58715 45.0... " ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# GeoJSON file downloaded from :\n", "# https://eric.clst.org/tech/usgeojson/\n", "country = gpd.read_file(\"gz_2010_us_outline_20m.json\")\n", "country.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- plot:" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5,1,'SST - April 2019')" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "country.plot(figsize=(12,8),color='black')\n", "plt.xlim(-183,-153)\n", "plt.ylim(18,32)\n", "cs=plt.contourf(ds.longitude-360,ds.latitude,SST[4,:,:],levs,cmap=cm)\n", "cbar=plt.colorbar(fraction=0.022)\n", "cbar.ax.tick_params(labelsize=12) \n", "cs.ax.tick_params(labelsize=12)\n", "plt.title('SST - April 2019', fontsize=20)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 5F. Example of loading and working which an ESRI shapefile instead of .csv file" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "from shapely.geometry import Point, Polygon" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "image/png": 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E6QwE9dy6cu2va9NLGyr09SfXyg5kMRIAAA4i8ADAEDHG6M6rp+usCTlHvecx0vcunqT/+PgUpfhiHant2vmjtWhcdr9tl22r0jNrDgxBVQAAnDwCDwAMoVivR/d/bramjkztuZaTEq+V3z1XN54xxsHKDrt8el5I7X708oeqbmbXNgBA5CPwAMAQS46P0e++MFejMhN0+Yw8LfnWWRqe5nO6LEnSJ4vz9b9XTtP43OTjtqtr9evXb+0coqoAADhxJhLnYRcXF9uSkhKnywCAQVXZ1K6spHh5I3D3s6Z2v867a/lxd25L8cXo9nPH67ThqTpjfP9T4QAACCdjzGprbXF/7RjhAQCH5Kb4IjLsSFKKL1afX1h43DZN7V36n5e36LrfrtI7pdVDUxgAAANE4AEA9OmrZ4/Vl84qCqntK5sqBrkaAABODIEHANAnY4y+df4EJcR6j9vuvEm5+s8BHqwKAMBQIfAAAI7JF+vVZdNHHPP9eWMyde+1sxXr5dsJACAy8R0KAHBcP7pymh7+4lyNyU7qdX1KXqoeuqFYvn5GgAAAcBKBBwBwXHExHp0zMVezRqf3XCvKTtKjN85TqgOHpAIAMBAEHgBASLzm8I5yI9J8euymecpOjne4IgAA+kfgAQCEZE9tq849LVdPf3mh8jMSnS4HAICQxDhdAAAgOvzx1gXqClo2KAAARBUCDwAgJMYYxXoj86BUAACOhV/TAQAAAHAtAg8AAAAA1yLwAAAAAHAtAg8AAAAA1yLwAAAAAHCtfgOPMWaUMWapMWaLMWazMeb27uuf7H4dNMYUH+f+3caYjcaYdcaYknAWDwAAAADHE8q21F2S7rDWrjHGpEhabYxZImmTpKskPRhCH+dYa6tPok4AAAAAGLB+A4+1tkJSRffXTcaYLZJGWmuXSIfPZQAAAACASDSgNTzGmEJJsyStGsBtVtLfjDGrjTG3DuR5AAAAAHAyQpnSJkkyxiRLekbSN621jQN4xiJrbbkxJlfSEmPMVmvtW330f6ukWyVp9OjRA+geAAAAAPoW0giPMSZWh8POE9baZwfyAGttefeflZL+ImneMdr92lpbbK0tzsnJGcgjAAAAAKBPoezSZiT9VtIWa+1dA+ncGJPUvdGBjDFJki7Q4c0OAAAAAGDQhTLCs0jS9ZI+1r219DpjzCXGmCuNMfslLZT0sjHmNUkyxuQZY17pvneYpHeMMeslvS/pZWvtXwfhcwAAAADAUULZpe0dScfaiu0vfbQvl3RJ99c7Jc04mQIBAAAA4EQNaJc2AAAAAIgmBB4AAAAArkXgAQAAAOBaBB4AAAAArkXgAQAAAOBaBB4AAAAArkXgAQAAAOBaBB4AAAAArkXgAQAAAOBaBB4AAAAArkXgAQAAAOBaBB4AAAAArkXgAQAAAOBaBB4AAAAArkXgAQAAAOBaBB4AAAAArkXgAQAAAOBaBB4AAAAArkXgAQAAAOBaBB4AAAAArkXgAQAAAOBaBB4AAAAArkXgAQAAAOBaBB4AAAAArkXgAQAAAOBaBB4AAAAArkXgAQCccqy12lzeoEDQOl0KAGCQxThdAAAAQ8Faqw8rGvXi+gq9tKFc++vadPrYLF0weZim5adpTkGm0yUCAAYBgQcA4Gqlh5r04oYKvbS+XDurW3q9t7KsRivLamSM9JOrpunTc0c7VCUAYLAQeAAArrO7ukUvbSjXSxsqtPVgU7/trZX+5ZmN+lPJfl01e6Q+N79gCKoEAAwFAg8AwFX21rTq7P9bdkL3rt5Tp9V76tTWGdDNZxaFtzAAgCPYtAAA4CoVDW0n3cf/vLxFL6wvD0M1AACnEXgAAK6x7WCT7l9WFpa+Vu+uDUs/AABnMaUNABD1rLV6aUOF/vXZjWrq6ApLnxdOGR6WfgAAziLwAAAilrVWxpjjttlZ1awfv7pVSz48FNZnpybEhrU/AIAzCDwAgIhgrVVdq1/+QFCvbT6o93fVandNi86fNFxfOL1QaYlHB5Dn1x3Q7U+tC3stU/JSVZCVGPZ+AQBDj8ADAHBEIGj11vYqzR2TqUdW7NLbpdVatevodTObDjQqaK2+df6EnmtN7X796OUteuqDfWGv64uLCvXdi09TfIw37H0DAIYegQcAMKTa/QE99u5uPbP6gLYdalKqL0aN7cdfd3Oosb3nz9+/u0fJvphBCTv3fHaWPj4jL+z9AgCcQ+ABAITNIyt2qbgwU1NHpvX5flcgqDv+tF4vb6zoudZf2JGkBUVZkqRUX6xaOwO6d+mO8BTcbVhqvP71kkmEHQBwIQIPACAsfvPWTv3olS36/MKCPgPPXzcd1C9e366tB5sG3Lc/ENTqPXVau7dOr28JfXOC3JR41bf6lZMSr5qWDrX7g73eH5OdpJ9dM13jh6UojU0KAMCVCDwAgJN239Id+tlr2yRJj727R+X1bZqRn64Yr0cbD9QrLSFOb2w5pMqmjhPq/zt/3qAYj1F+RoLG5ybra+eMVUObX5NGpKq8vk2HGjs0Mj1BG/bXa0x2khaMzVJSXIzyMxLU7g8qLsaj5o4uPV2yT6WHmuX1GuUkx+vGM8YQdADA5Qg8AICT0tYZUFlls3yxnp4RlNe3VOr1LZVhe0Z6Yqze+udzlOo7fji5ek7+UdcS4g5vPpCWEKubzywKW00AgOhA4AEAnJSEOK/u+vRM/fjqaXpjS6WeXXNAK8uq1doZ6PfezKQ4zR+TKWulxna/UnwxWlCUpfTEWD2yco/W76uXJJ172rB+ww4AAH0h8AAAwiI+xqtLpo3QJdNGqKa5Q99+er2WbqvqeT89MVZN7V3KTYnXiDSfPMboB5dN1oxR6X32V9nY0RN4Zo7qexMEAAD6Q+ABAIRdVnK8fnvDXP389e362+ZDmpyXqp9cPU1eYxTj9YTUx5S8NHk9RtNGpulz8wsGuWIAgFsZa63TNRyluLjYlpSUOF0GAMBh7f6AYr0eeT3G6VIAABHGGLPaWlvcXztGeAAAEcsX63W6hKhirdXPl2yXP2gVtFayUtBaBa1ku7+WDv85bWSarp6dLw9hEoDLEXgAAHCJzeWNuufN/g9lNUZ66zvnEHYAnBJCm0gNAAAi3gvry0NqZ6109xulqmk+sXORACCaEHgAAHCBsqpmPfHenpDb/3n1fn3l8TXyB4KDWBUAOI/AAwBAlNt2sEmffvA9tYRw9tGR3t9dq60VTYNUFQBEBgIPAABR7FBju7748PuqPsHpaQ1t/jBXBACRhcADAECUKtldq6sfWKnyhvYTut9jpMLsxDBXBQCRhV3aAACIMmVVzfq3v2zSuztrTqqfv29XDQBuRuABACBKtPsDemTlbv18yXZ1dJ38ZgO3nTNOozIZ4QHgbgQeAAAiXG1Lp554b48eWblbNS2dYekzxmN0+tissPQFAJGMwAMAQARqaPXrg921em7dAf3tw0PqDMOIzt+lxMfol9fO0unjssPWJwBEKgIPAAADYK1VyZ461bV0atG4bCXFh+9baWtnl1bsqNE7pVV6fNVeBYLhX2AzIs2n394wV5PzUsPeNwBEIgIPAAAhKj3UpDv/uk2vbzkkSfLFejS3MFPTRqYpPsaryXmpGpWZoDivRwlxXsV5PQpYq66AVYzXKM7rUazXI2Ok5o4uVTZ2aH9dm9btq9favXVav79e7f7BOQg0IzFW1y8s1BdPL1RGUtygPAPhEQxaeTzG6TIA1yDwAABwHNZavb+rVr95e1dP0Pm7dn9Qb5dW6+3SaoeqC01RTpJ+/qmZmjEq3elS0A9rrX7w/Cb96MppTpcCuAaBBwCAPgSDVn9es1+/WlamndUtTpdzwhJivbqLsBM1OrqCen5dua6ek6/ZozOcLgdwBQ4eBQDgI1o6uvSFRz7QP/95Q1SHHUn64eWTNZOwEzUeXblbzR1duvPVrbIckgSEBYEHAIAj+ANB3fJYid7aXuV0KWFRmJXkdAkI0c6qZt35162SpFW7avVWhE+VBKIFgQcAgCP8+JWtWllW43QZYXHvtbO0kLN2okIgaHXH0+t15MZ8P/3rVgUHYac+4FRD4AEAQIcXiz/09k79bsUup0sJi4zEWC0ayzk70aCtM6B/f2GT1u6t73V9c3mjXtpY4VBVgHuwaQEA4JTV0ObX8+sOaOWOGpXsqVV1c6fTJYXNRVNHsP10lPjRKx/q8ff29vne//vbNl08dbhivfyOGjhRBB4AwClp9Z5a3fLYatW2uCfkHCk9MdbpEhCClTuqjxl2JGlPTav++ME+XbegYAirAtyFwAMAOCVUN3doZVmNNu6v1/p9DSrZUyu3Lo/ISIzVLWcWOV0GjqOhza/fvLVT9y/b0W/bu98o1dWz85UQ5x2CygD3IfAAAFzvjx/s1Q+e26zOQNDpUobEfdfOVmaETmez1soY43QZjlvy4SHdu7T/sCNJVU0denjlLn317HGDXBXgTgQeAIDr/XxJ6SkTdmbkp0XMzmzBoJWV9P6uWlU0tKmqqUMPLC/TjPx0JcfHKMUXo6C1GpWRqPzMBOUk+zRjVJpSfO6djtfWGTjump1jeWBZma6dN1rpiZEZZIFIRuABALje8DSfDja2O13GkFi/v0E/fH6zvnHuePliPfLFeod0wXu7P6CVZdV6eMVulR5qVm1rpzq7eofN5cc54yjGY/SJWSM1JjtJ1lqdPTFXU0emDXbZQ2JHZZP+44UP9c6OgZ+v09TepQeWl+l7F08ahMoAdzOReIpvcXGxLSkpcboMAIALtPsDmvuj19XU3uV0KUMqLsbTEzQKshI1c1S6RmUkalxussbmJGt0ZqLSujc2CAStgtbqUGO7qps7dbChTe3+w/d2dAVU2+LX3toWdXQFlZMSr8rGDm2paJQv1qv4GI92VbcoOzle1c0dqmzqCOvnSPXF6LVvnaURaQlh7XcoWWv1f3/bpofe3qWOrhMfaYyP8Wj5d87R8DRfGKsDopcxZrW1tri/dozwAABcwVqrP36wT+/urFFdq1+StK+2VU3tXadc2JHUa1RlT02r9tS0HtVmTkGGZo1K1+/f23NSP4hLCnvQ+bvG9i796YP9umJmnh5ZuVvXLSjQuNzkQXlWuAWDVm3+gP7n5S168v2BTWHrS0dXUHe/UaofXzUtDNUBpw4CDwDAFaqaOvS9v2xUBE5ciFir99Rp9Z46p8s4rsykOJ07KVfX/26V9tW26ZGVuzW3MENzCjJ12fQRmjg8JSLPqKlp7tB3n92oN7dWKhDG7QD/VLJPt5w5RkU50RH6gEjAlDYAgGs8uLxMP351q9NlYAglxnl1zmm5uuP8CRETApra/bpvaZl+tbxsUPq/dPoI3Xft7EHpG4gmoU5pI/AAAFzh71O4Zv7X39TaGXC4Ggy1rKQ4FeUkKT0xThdNGa75RZkaluobktGfPTUtSoyLUXpirO5asl1/Xr1fVYM0xe/vXrztDE3Ld8dmDsCJYg0PAOCUsWJHtW5+tERJ8V7CzimqpqVTNS2dkg6fcSMd3vDgq+eMU1F2kmaOSlduangX+1tr9f3nNunVjRXyejxqbPMP2fbnP31tq35/0/wheRYQ7Qg8AICoVtnUrq8/uVZt/oDa/ISdweCL9ejX1xcrxmv05pZKHWrq0KGGdu2qaVGMxygh1qt9da3yB3rPGkmI9aogK1F56QkqLszQ3MJMdXYF9cK6cj2zZr+6wri2pS+N7V36yRFTHLOT4zU6M0E5KfG6dHqeTh+bpfSEWMX0MwoUDFrtrG5RfkaCfLFeWWv1g+c3adm2Ku2vaxvUz3Asb5dWa8WOai0al+3I84FowpQ2AEBU+88XN+vhFbudLsO1irKT9OD1czR+WMpx21U1dejB5WV6bt0BzSnI0A0LCzV3TOYxp5SVVTXr3jd36OWNFersCur0sVkanurTq5sODmlwzUyKU1ZSnBLjvHrw+uKjtnx+ZMUuPbJyt3bXtOqMcdnKSYnX7poWrd1bP2Q1HsuM/DQ997VFMsY4XQrgCNbwAABcrbKpXb9evlOPr9rTc2YMwu+Jm+cP6ihCZ1dQzR1dykyKk3T43KRXNlbo2TUH9O7OmrDucNaf04anaPHEHC2ekKMdlc16ZMVu7a5p0RCWMGC/um62LppZxoCbAAAgAElEQVQ6wukyAEcQeAAArlXR0KZPP/ie9tYefbYMwicvzafl/3yOY9s+f1jeqE/ct2LI1sVEo6KcJP3tm2f1Oy0PcKNQAw//dgAAokpzR5f+68UPCTuDrCgnSQ/dMNfRM24m56Vq5qh0x54fDXZWteiZNfudLgOIaGxaAACIGu3+gD5x3wrtqGx2uhRXKMpO0uisRMXHeNTc0aU1e+r146umacaodBVkJsrjcX5tyFfPGautTzaqsb3L6VIi1i9eL9UVM0fKF+t1uhQgIhF4AAARLRC0Kq1s0vjcFP389e2EnQG4cMowjctN1o7KZo1IS9B5k4YpaK2eWbNfk0ek6uYzi+Q9ItQ0tPqVlhjrYMVHO3tirlb963l6q7RKX/r9aqfLiUgVDe36w6q9uvGMMU6XAkQkAg8AIKKd+/+WaXdNq1J9MfyWvx+3nDlG1y0o0E9e3apXNx3Uv106WaMyE49qd9aEnD7vj7Sw83cJcV5dOGW4irKTtLO6xelyItKEfnbRA05l/U7MNcaMMsYsNcZsMcZsNsbc3n39k92vg8aYYy4WMsZcZIzZZozZYYz5bjiLBwC4W2tnl3bXHF6rQ9g5WnJ8jP7p/An6j8sn64+3LtA3z5uggqwk3XvtbD1+03yl+iIzwJyoa4rznS4hYv2pZJ/TJQARK5QRni5Jd1hr1xhjUiStNsYskbRJ0lWSHjzWjcYYr6T7JJ0vab+kD4wxL1hrPzz50gEAbre5vNHpEobUZdNH6GBDu0r21B313tzCDH39Y+OVkRinTz64UtfNL9CtZxUpN9V3VFuvx+iM8e47kHJkeoLTJUSkL5xeqJuYzgYcU7+Bx1pbIami++smY8wWSSOttUsk9XfY1TxJO6y1O7vbPiXpCkkEHgBAv5Zvq3K6hCHh9RjNHJWu7158mkakJaiioU2+WK+CQauKhna9sqlCWyqaeqaiWSt5PEaRd7DE4NpZxXQ2SZpTkKF2f0DnThomWatvnjchIjaYACLVgNbwGGMKJc2StCrEW0ZKOnKMdb+k+QN5JgDg1LVm79EjHW7zlbPH6suLxyot4R/Tz/Iz/rHuJjfVp+n5aVp9xKhPfIxH6YmxGvaR0Z2uQFANbX6lJsQ6up30YDlrQrbufqPU6TIcd8XMPH1+YaHTZQBRI+TAY4xJlvSMpG9aa0OdY9DXrxv6/IWUMeZWSbdK0ujRo0MtCwDgUjsqm/XB7lqnyxg0Y7KT9N9XTA1p6pkxRsWFmT2vPR4jf5fVXUu2Kzneq+zkeG071KRDDe0ak52sG88odGXgGZuT7HQJESE9Mc7pEoCoElLgMcbE6nDYecJa++wA+t8vadQRr/MllffV0Fr7a0m/lqTi4uJTbZQeAHCEt7ZX6fan1sofcOe3gytnjdSPr5p2wuem/PjKaRqdlaispHjtqGzW6MxEXTBluJLj3b35qts/XygKshJ1weRhTpcBRJV+/8thDi/S+a2kLdbauwbY/weSxhtjxkg6IOkzkq4dcJUAgFNGQ6tft/1hjWt3ZZtXmKmfXTNdMScxAnPxtBE9Xw9PO3rTArfaUtHkdAmO++FlkzlgFBigUH5VskjS9ZI2GmPWdV/7V0nxkn4pKUfSy8aYddbaC40xeZIestZeYq3tMsbcJuk1SV5Jv7PWbg7/xwAAuMXy0irXhh1J+sKiwpDCTkdXQC9vqNCSDw9p/phMdXQFdcuZRafs4nRrrSqb2p0uw1GLxmVp0Tj37b4HDLZQdml7R32vxZGkv/TRvlzSJUe8fkXSKydaIADg1NLS4d6wI0l3v16qOQUZSvXFau2+Oo3NSe61+UBNc4cef2+vYmOMLpoyXBOGpWjtvnoNS4w7ZcPO1oONuumREh2ob3O6FMd4jPSjT5z4NEjgVMZkWABARGl2yehOrNeoKDtZBVmJ8geCWr2nTo3tXdp2qEln/2yZrlswWtPz07V69z5lJMXJSursCsprpBtOL+i1MH3qyDTnPojD2joD+uZT607psCNJ0/PTVZid5HQZQFQi8AAAIsrqPg7djFQj0xP0xUWFivEYNbV3qTMQVFpCrCYMS9GcggwlHbHI3lqrquYO7attU3piLDuOhcAfCOqOp9dp60HW7tx2zjinSwCiFoEHABARrLV6ddNBLdlyyOlSjhLjMfpkcb7W7q3X7IIM1TZ36t2dNfrOhRP1iVkjQ+rDGKPcFJ9yU06dTQZOxsGGdn358dVat6/e6VIcl5UU13PoLICBI/AAABxX39qprz+5Vm+XVjtdSo9Lp4/QORNztelAg6bnp+mq2fm93g8Erbyn6JqawfZ2aZVuf2qdals6nS4lInzr/AmKi3HfuUrAUCHwAAAc998vbYmosHPrWUW6YmaepuSl6Zo5+X22IewMjt+9s0v//fKHsu48gmnAZo5K13ULCpwuA4hqBB4AgKPeLavRM2v2O11GL1NHpmnS8FSnyzilBIJWv3h9u3755g6nS4koOSnxTpcARD0CDwDAUX9ZG1lhR5K+8eRa3b90hy6eOkLpibGqb/WrZE+tqps7e6YWFWYl6u7PzHK40ugXDFo99u5u/XbFLu2rPbV3YutLcjw/qgEni3+LAACOuvnMIj23tlydgaDTpfSy9WBTr93Bhqf6NH5YssbmJGvqyDSdOZ4DIMPhP1/crEff3XNSfRgj106BG8NW1MBJI/AAABw1YViKPlmcrydW7XW6lD7lpfn0v1dN0+IJOTKGdTvh0tDm19efXKu3tlcdt12c16OJw1N05vjsntG2opxk5WckaNLwVFU0tmlsTrLe3Fqph97eqW0Hm9TmD8gfiP4EFOs1+sy8UU6XAUQ9Ag8AwHFZSXH9NxoixkjFBRk6a3yOLpw6XONzkwk6g2D7oabjhh1jDm8ecds545Tiiz1mu7TEw+9dOGW4LpwyXNLhLc5bOgMKBK321bYqMc6rjMQ47axu0f66Vq3dW6/9da1avadOda3+8H6wMDLGKC3h2J8dQGgIPAAAx62NkLNWZo9O19fPHa9zJuY6XYrrHWxoP+Z7Z47P1n98fMoJH85qjOlZ+5I2Mq3n+pykOM0pyNAVMw+fnWSt1Zq99Xp4xS69tKHihJ412KqaOpSfkeh0GUBUI/AAABzV3NGlkt11Tpeh/75iiq5fWOh0GaeMlWU1fV5/8pYFWjg2a0hqMMZoTkGG5hRk6IeXt+t/XtqiF9aXD8mzQ9HZFdQld7+tuz87ixAOnAROsQIAOOqXb5aqzR9w7PnGSD+8bDJhZ4hVNBy9I9ukEalDFnY+KjfFp7s/M1NfPXusUnyR8/vgxvYu/ejlLeqKsE09gGgSOf9GAwBOOdsPNenB5TuH/LlJcV7NG5OpS6fnadG4LI1ISxjyGk5lzR1dfR40m5/h7P8Pxhj980Wn6czxOfr871ZFzMYHOyqbVd/mV3YyZ/IAJ4LAAwBwzLJtlUP6vBFpPl0zJ19fWjyW800cFB/jUXJ8jBraem8YcNrwFIcq6m3h2Cw9dMNc3f7UWtVHyKYG/H0FThxT2gAAjpk2Mn3QnxHrNZo4LEVfXjxWb9yxWHdcMJEfHh0W6/XohoUFR11v7XRuauNHLZ6Qo1e+cabG557YxgnhZIzkZ0obcMIIPAAAxywoytTNZ4wJe78pvhhdOGWYrpiZpyduXqDXvnWWvnvxaUqMI+hEimvmHH2+zMMrdqmupdOBavqWl56g3980X5NHpDpax1njc467NTeA4zM2Ao8mLi4utiUlJU6XAQAYIm9tr9KL68u1p6ZV7++uPeF+ThueovMmDdMNpxcqJ4X1DpHuu89s0FMf7Ot1bWFRlp68dYFDFfVtV3WLbvvDGm0ub3SshpvOGKMfXDbZsecDkcgYs9paW9xvOwIPACCS3PNGqe5asn1A9ywsytLpY7N005ljGMWJIk3tfl11/0qVVjb3uv7MVxZqTkGmQ1X1zVqr255cq5cdPK8nEv93AZwUauBhShsAIKJMz0877vsj0nyK8x7+9uUx0vcvmaQ/3DJfXz93PGEnyqT4YvXojfOO2n3s6gfe1acffDeizsQxxujez87S1z82TsY4U8P3/7JJTe2RsYkCEE34zgAAiCjr9zUc873vXDhRXz17rOpa/eoKBJXsiyHkRLm89AQ9eP1s3fhISa9d21btqtWWika9ueWQRmUm6uYzi5SW4Ow6FmOM7rhgooan+fSD5zYpOMSTZLYebNLX/rBWj904b2gfDEQ5prQBACJGQ6tfZ9z5ppo6uo5678Ipw/Sr6+bIOPXrdQyqjfsb9KkH3z3mIbRej9EnZo7Uf3x8ckQs4H+ntFqf/92qIQ89knTJtOH6+adnKj7GO/QPByIIU9oAAFEnLsajT88dpcUTclSUk6TclHhNHJaieWMydcm0EYQdF5uWn6Ynbpl/zM0mAkGrZ9bs16X3vKN3+ji0dKidMT5bt587wZFnv7LxoG59bLUamd4GhIQRHgAAEDEa2vx6cHmZVpTVqKndr13VLfrojyo5KfF6/Kb5mujwQaXWWv3nix/qkZW7HXn+onFZevym+fwiAKcsdmkDAABRr66lUw+9s1O/Wr5TgSPmj80ena6nbl2ouBhnJ6tUNrXrrJ8uVbvfmYNBf3zVNH123mhHng04jSltAAAg6mUkxek7F56mP9w8XyPTE3qur9lbr0dW7nKwssNyU3y6cVH4D88N1Y9f2aKVO6rVFXAmcAHRgMADAAAi3vyiLN3z2Zm9rt2/rEzbDjY5VNE//NP5EzSv0JnzcRrbu3TtQ6v08XtXaH9dqyM1AJGOwAMAAKLCnIJMXT4jr+d1fatf//XSZgcrOizG69Fdn56hpDjndk37sKJRn7hvhQ7UtzlWAxCpCDwAACBqXDx1eK/XK8tqtP2Q86M8+RmJumDK8P4bDqLq5k499u5uR2sAIhGBBwAARI30xN5n8Fgr7a5ucaia3iJhs7TXNh1UR1ffZxkBpyqOpwYAAFHDF3v0tLG0BOcPIpWkxjbnz8XZXdOqTz34nq6Zk691e+sVF2N0zZx8zSlwZo0REAkIPAAAIGpkJ/U+mNQX61HeEbu3OWVvTave31XrdBmSpPX76rV+X33P6yff36fPLyzQv1062fFtvAEnEHgAAEDUyEv3yesxPWfyxHk9SvU5P8Lz59X71Nje5XQZx/TYu3v0YXmjfnL1NI3LPbEDWwNBq3X76rVhf71aOwO6Ymae8jMSw1wpEH4EHgAAEDVivB7FeT1qCx5ep5Lii1WKz9kfZ/bVturBt3Y6WkMoSvbU6fyfv6UzxmUrPyNBOcnxmjIyTRdMHibTzwKkdn9AN/zufa06YhTrweVl+uKiMbr1rCIlxfMjJSIXfzsBAEBU8R9xyOYl04bL43Fut4BDje264eH31dEVHQd/Wiu9XVrd69qCokz98LIpmpyX2uc9Da1+nXHnm2rq6D2C1djepbvfKNWDb5Xp+5dM0vULCwerbOCkMJETAABElVjvP358cXJkwVqrbzy5VjurImOXuBP13s5aXXLP2/raH9aooqH3OT7t/oD+86XNR4Wd3m2C+sHzm/W9ZzfIWjvY5QIDRuABAABRJTMprufre94oVWunM2tnXt10sNcUr2j38oYKLf7ZMq3YUa11++r13NoD+sLD7+vZNQdCuv/J9/dpw/6GQa4SGDimtAEAgKgydWSqDtQfHokIWumd0uohP/TTWqtfvrljSJ85FDq7gvrcQ6tO+P6NBxo0Y1R6GCsCTh4jPAAAIKqce9qwXq9f2VgxpM+31upnr23TlorGIX1uNNhX2+p0CcBRCDwAACCqzBzdewRhZVnNkK0dCQStnllzQPcvKxuS50Wb1Ag5BBY4ElPaAABAVJkwLEULi7L07s4aSVJlU4fW72/QzEGYSmWt1bZDTfr18p06UN+mfbWtKm9oD/tz3CKeg00RgQg8AAAg6nxuweiewCNJ33l6vf70pYXKOGJDg5P1p5J9uvv10p71Qujf7pro3rEO7kQMBwAAUeey6Xn60llFPa9LK5t12S/f0baDTSfV7zul1Wpq9+veN0v1r89u7Dfs3LhojG4+Y0yvneNOZSt21PTfCBhijPAAAICo9I1zx+tvHx7SrurDowoH6tv0lcdX62/fOksx3mP/TjcYtNpc3qhhafGK93q1sqxaH1Y06raPjdM//Wmdqpo71NeSoKQ4r7594USdP3mYclLi1e4PKq17zcrUkWn65h/XDcrnjCZ7a1sVCFp5HTwMFvgoAg8AAIhKSfExuv9zs3XNAyvV0hmQJO2sbtGv396pwqwk7axq1ns7a9XmDygxzqum9i4lxR/+8+/nxcR5PeoMBCVJSz48pMqmjqOekxjn1XULCvSVxWN7TZmLj/H2fL1uX70kadbodC0oytJv39mlzq7goH32SBUIWm092KgpeWlOlwL0MJF4Im5xcbEtKSlxugwAABAFth5s1Hee3qCNB8J/6OWtZxXp2xdMVFw/i/Hf21mjjMQ4TRiWLGOMzv7ZUu2uGfgWzZNGpKrDH1BSfIy2HWqKytA0JjtJT395obKT450uBS5njFltrS3utx2BBwAARLt2f0DX/uY9rdlbH7Y+c1Pi9fSXF6ogK2nA91Y1dejVTRV6t6xGxkiNbV16Z0f1ce8pyk7SG3csljGHp4M9unK3/v2FzSdUu9P+98ppunb+aKfLgMuFGnjYtAAAAEQ9X6xXj900X5+dNyos/RVlJ+mF2844obAjSTkp8fr8wkI9cN0c3f+5OXr85vnKSTn+iMfO6hYdavzHlLpr54/WpdNH9KyHiaYtn5dvr3S6BKAHa3gAAIArJMfH6MdXTdcni0fpp3/dqr01rWrvCqorEFRje1fI/WQnx+vRG+dpeJovrPWde1qutlQ0Ki89QSPTE7R2X71W76nr1eaVjRW68YwxkqRYr0f3XTtbHV0BNbT6taOqWTc9UqL2rkCfmypEktLKZqdLAHoQeAAAgKvMHp2hp25d2OtaU7tfpZXNyk6KV25qvPbXtam8vk2tnQFVNbVr3b4GbS5vkLXST6+ZrlGZiWGv6ydXT+/12lqrT/7qXZUcEXoqGo7eBjs+xqvcVK9yU31a8d2PaU9Nix5ZuVuxXo9e23RQTR2hh7mh0hWI8ESGUwqBBwAAuF6KL1azR2f0vB6Xm6xxuck9r69f2Nddg8sYo0/NHaUN+xt6dopbtatWHV2BXjvAHSkzKU6ZSXGa1f1Z/vnCiXp9S6Xe21mjF9aXD1nt/Wlq96srEDzu9uDAUOFvIQAAgEM+VTxK/+9TM3peb9jfoNW7645zR2+5qT5dO3+07v7MTH3rvAkal5usFF+M4ryenjOCnFDX6tee2oHvUgcMBkZ4AAAAHHTJtBF66O2dWt99NlBdq3/AfRhjdPt543X7eeMlSV2BoOrb/Presxu15MNDYa03VAcb2jU2J7n/hsAgY4QHAADAQV6P0QPXzVFBVmL365PvM8brUXZyvL68eKxuO2fcyXd4AloicG0RTk2M8AAAADgsLz1BL3/jTL1TWqXFE3LD1u+cggzNKcjQ+7tq9f7u2rD1G4qWTgIPIgMjPAAAABEgOT5GF00doYS4vjcsOBlfWlykODYQwCmKv/kAAAAud+6kYXrkxrnqPsN0SNS1DHwtEjAYCDwAAACngNPHZuuLi8YM2fM+rGgcsmcBx0PgAQAAOEVcO3/0kD2rrKp5yJ4FHA+bFgAAAJwi4rweXTpthJo7uhS0VtXNndpf16qm9vBvMDAyPSHsfQIngsADAABwihiVmaj7Pje71zVrrcob2rVyR7WeW3dAK3bUhOVZbZ2BsPQDnCymtAEAAJzCjDEamZ6gTxaP0hM3L9Bfvnq6Zo5KP6k+YzxG/3bZ5DBVCJwcAg8AAAB6zBqdoWe+crq+dd4ExXoHvq1bWkKs/u+TMzQmO2kQqgMGjsADAACAXrweo9vPG6/nvrZIRR8JLkXZSUo8zllBcTEexcXwIyYiB38bAQAA0KcpeWl6/rZFWjQuq+fazuoWtR5nfU5VU4e++sQaLd9eNRQlAv0i8AAAAOCYUnyxeujzczV1ZOqA7vv6H9aooqFtkKoCQkfgAQAAwHElxHl1z2dmKc4b+o+Oje1d+svaA4NYFRAaAg8AAAD6VZSTrB9cPrCd1wbjfB9goAg8AAAACMn1Cwr0xUWFPa9HZSboS4uLdMXMvKPaej1GX148dgirA/pG4AEAAEDI/uWi03TWhBxJUmVjh+aMztCdV09Xbkp8r3aBoNUPntvU87q+tXNI6wT+LsbpAgAAABA9fLFe/fCyybr3zVINT0tQbUunfLFezRuTqZc2VPRq++KGcgWs1eIJOXpgWZnOHJ+tf798iryegZ/vA5woAg8AAAAGZFxusn7xmVm9rg1L9R3Vzlrp5Q0Verk7CO2tbdU3zh2v7OT4o9oCg4UpbQAAADhpYz5yQOmxBIN2kCsBemOEBwAAACft4qnDdaixXU++v1fVzb3X60zPT9PZE3P1sdNyGd3BkCPwAAAA4KRlJcfrjgsm6voFBbrj6fVK9cXq7Ik5WjwxR7kpR093A4YKgQcAAABhk5vq0+9vmu90GUAP1vAAAAAAcC0CDwAAAADXIvAAAAAAcC0CDwAAAADXIvAAAAAAcC0CDwAAAADXIvAAAAAAcC0CDwAAAADXIvAAAAAAcK1+A48xZpQxZqkxZosxZrMx5vbu65nGmCXGmNLuPzOOcX/AGLOu+58Xwv0BAAAAAOBYQhnh6ZJ0h7V2kqQFkr5mjJks6buS3rDWjpf0RvfrvrRZa2d2//PxsFQNAAAAACHoN/BYayustWu6v26StEXSSElXSHq0u9mjkj4xWEUCAAAAwIkY0BoeY0yhpFmSVkkaZq2tkA6HIkm5x7jNZ4wpMca8Z4whFAEAAAAYMjGhNjTGJEt6RtI3rbWNxphQbx1trS03xhRJetMYs9FaW9ZH/7dKulWSRo8eHWrfAAAAAHBMIY3wGGNidTjsPGGtfbb78iFjzIju90dIquzrXmttefefOyUt0+ERor7a/dpaW2ytLc7JyRnQhwAAAACAvoSyS5uR9FtJW6y1dx3x1guSbuj++gZJz/dxb4YxJr7762xJiyR9eLJFAwAAAEAoQhnhWSTpekkfO2J76Usk/UTS+caYUknnd7+WMabYGPNQ972TJJUYY9ZLWirpJ9ZaAg8AAACAIdHvGh5r7TuSjrVg59w+2pdIurn765WSpp1MgQAAAABwoga0SxsAAAAARBMCDwAAAADXIvAAAAAAcC0CDwAAAADXIvAAAAAAcC0CDwAAAADXIvAAAAAAcC0CDwAAAADXIvAAAAAAcC0CDwAAAADXIvAAAAAAcC0CDwAAAADXIvAAAAAAcC0CDwAAAADXIvAAAAAAcC0CDwAAAADXIvAAAAAAcC0CDwAAAADXIvAAAAAAcC0CDwAAAADXIvAAAAAAcC0CDwAAAADXIvAAAAAAcC0CDwAAAADXIvAAAAAAcC0CDwAAAADXIvAAAAAAcC0CDwAAAADXIvAAAAAAcC0CDwAAAADXIvAAAAAAcC0CDwDg/7d37+Fx1XUexz/fZHJr0jRpkjZpmzYttrSh2EJDKV0VlZtWbitP1yIL9VFRWFlx2csjuIsr8Kz3XfGCVoRd2WXloghWhAJVsFtF6Y2GXu2FXkKatklD0zRNmuS3f2TkSchMbnNmTuac9+t55knmd87vzHe+z3nOk0/OmTMAgJBzzvldQtJE/C4AAAAAQOq9uOOwvr5qh/Y1ntSJ9k6NzYmoMC9LK65foLmTx/ldnmcIPAAAAECIbNh/TA+s2auna+v7jLe0d6qlvVM7G1oIPAAAAADSz/df3K2vrdquga5ge/1oa+oKSgECDwAAABACz9TW66vPbh90vb2NJ1NQTeoQeAAAAIAAe6O5TSte2q0nNtQNaX3O8AAAAABIC8453frIRr3y+rEhz9l7tFXOOZlZEitLHQIPAAAAEFC/3Fw/pLDzobMrNL00X1NLxqhmWrGckwKSdwg8AAAAQBB1dzs9uHbvgOvUTCvWXVfNVfWkwhRVlXoEHgAAACCAvrpquzbub467/NLqibp32TnKy85MYVWpR+ABAAAAAqa1vVMPrIl/dmdyUZ6++9FzlR3JSGFV/gj+OwQAAABC5oVtDersjv9lO/OnFoUi7EgEHgAAACBwDjTF/y6d8fnZ+uo170xhNf4i8AAAAAAB09Udf9l3P3qOCnLC88kWAg8AAAAQMDsPt8QcLy3I1qLpJSmuxl8EHgAAACBg6pvbYo4XjclWRkZAvmBniAg8AAAAQMDUxQk8F82ZkOJK/EfgAQAAAALkdFe3mlo7Yi67YEa4LmeTCDwAAABAoKzddVSnu2LfknpfY/y7twUVgQcAAAAIidnlY/0uIeUIPAAAAECAvHtmmSrH5/UbL8iJ6J1TinyoyF8EHgAAACBAMjNMS+ZW9Bs/0d6pxtZ2HyryF4EHAAAACJiKcbkxx/kMDwAAAIC0d2Z5YczxeLerDjICDwAAABAw1ZNiB54N+46luBL/EXgAAACAgBmXl6XiMVl+lzEqEHgAAACAADqvany/sTfePOVDJf4i8AAAAAABdPm8Sf3GXt7TqO7u2F9KGlQEHgAAACCAlswt15Tivt/H09HZrdq6N32qyB8EHgAAACCAIpkZqplW3G/8mdcO+VCNfwg8AAAAQEBdEeOytjHZmT5U4h8CDwAAABBQEwv7fwHpw3/YF6rP8RB4AAAAgIDae7S131jD8XbtPNziQzX+IPAAAAAAAXVJ9UTNmljQb7zxRIcP1fiDwAMAAAAEVG5WphbEuHHBkxvr1BWSy9oIPAAAAECA5WVF+o09vv6gntsSjru1EXgAAACAAKsqHRNzfMVv96S4En8QeAAAAIAAu7S6XGb9x5taO3TqdFfqC0oxAg8AAAAQYOXjcrWwany/8f1NJ+eCedYAABAPSURBVHX7E7U+VJRaBB4AAAAg4G5fMkfZkf5/+j/72iHVNbf5UFHqEHgAAACAgJtfWaR7rp7bb7ztdJe+uWqHnAvuHdsIPAAAAEAILF0wRR+cW95v/ImNdVq1pcGHilKDwAMAAACEgJnpPz4yXxfMKOm37I6f1+rNk6d9qCr5CDwAAABASORmZer+5TW6eM6EPuNNrR367CMbtevwCZ8qSx4CDwAAABAiBTkR3XfdAp07tajP+Es7j+jGh9apqztYn+ch8AAAAAAhkx3J0Jc//E6Nz8/uM773aKvueXproG5iQOABAAAAQujM8rH62c2LVTk+r8/4f659Xbc+skndATnTQ+ABAAAAQmp6ab5W3vIuzavse3nbL159Q6u2HPKpKm8ReAAAAIAQKxqTrTsvr+43fvPDG/THvU0+VOQtAg8AAAAQerEvX/uXJ19T44n2FNfiLQIPAAAAEHLTSvJVkBPpN76joUUn2jt9qMg7BB4AAAAg5EoLcjSnYmzMZU/X1qe4Gm8ReAAAAACo4XjsS9e++dxO3fjQOjWf7EhxRd4g8AAAAAAh19bRFfcLR7u6nZ7f2qDG1oAGHjOrNLPfmNk2M9tiZrdGx8eb2fNm9qfoz+I485dH1/mTmS33+g0AAAAASMx9L+5SXXNb3OXlhbkal5eVwoq8M5QzPJ2S/t45N0fSIkmfMbNqSZ+XtNo5N1PS6ujzPsxsvKQvSjpf0kJJX4wXjAAAAAD4wwZZvqCqWKUFOSmpxWuDBh7nXL1zbkP09xZJ2yRNlnSVpB9HV/uxpKtjTL9M0vPOuSbn3DFJz0v6gBeFAwAAAPDGtkMtAy7PtMEi0eg1rM/wmFmVpHMk/UHSROdcvdQTiiRNiDFlsqQDvZ4fjI4BAAAAGAXqmtv0m+2HB1xnydkVKarGe0MOPGZWIOlnkj7nnDs+1GkxxmJ+GsrMPmVm68xs3ZEjR4ZaFgAAAIAErN11VJ1xbljwZ9sPDfXP/9FnSIHHzLLUE3Yeds49ER1uMLOK6PIKSbFi4UFJlb2eT5H0RqzXcM790DlX45yrKSsrG2r9AAAAAIapraNLnV3dOnqiXQ//Yf+A62ZlmiYV5aWoMu/1/zrVtzEzk/SApG3OuX/vtegXkpZL+kr051Mxpq+S9G+9blRwqaTbE6oYAAAAQEJ+tGaPfrrhoJpaO9RyqnPAdaeV5Ovq+en7qZRBA4+kv5B0vaRaM9sUHbtDPUHnMTP7hKT9kpZKkpnVSLrJOfdJ51yTmd0t6ZXovLucc02evgMAAAAAAzp47KT2N53U7iOtemLDQW060Cw38FVsbynJz1ZmRvretGDQwOOc+z/Fv1PdRTHWXyfpk72ePyjpwZEWCAAAAGD4Go6f0st7GvX05no9t7Vh2PNLC3J0XlWxrpw3KdiBBwAAAEB6OX7qtJY/+EdtH+R207FMKc7Th86u0MffNV0TC3OTUF1qEXgAAACAADn05ind/PD6EYWdsrE5WnnLu1Scn52EyvwxrO/hAQAAADC63fHzWm3c3zzseWbS3VfNDVTYkQg8AAAAQGA89PvX9etBvkQ0ngtnlekDc8u9LWgUIPAAAAAAAfDQ71/Xl1ZuHdHchVXjteL6Bd4WNErwGR4AAAAgze0+ckJ3PrVl2PPKxuboO9eeozkVhcqJZCahMv8ReAAAAIA0drqrWyte2j2iuWOyM7VoRonHFY0uBB4AAAAgTb28p1H/+NNXdaCpbVjzxmRn6r8/sVDVFeOSVNnoQeABAAAA0tAztfW69dFN6ujsHvbcd88s1dmTi5QdCf5H+gk8AAAAQBrZ19iq1dsO6+6nt8q5kW1jfmVxKMKOROABAAAA0kZHZ7eW3LtGrR1dCW3nvhd36aYLZ8jMPKps9CLwAAAAAGniG8/tSCjsFOZG9LHFVVq2cGoowo5E4AEAAABGPeecHl9/UPev2ZPQdpYvrtJtl57pUVXpgcADAAAAjDIHmk7qc49u0smOLmVHMtRy6rT2HGlNaJvlhbm6tLrcowrTB4EHAAAAGEWefe2Q7v7lVtU1D+9W04O5aM4EnT0l+LehfjsCDwAAADAK7DjUontX79RzWxrU2T3C268NIC8r0/NtpgMCDwAAAOCjfY2t+vbqXXpyU526khB0JOmOJbO1fHFVUrY92hF4AAAAAB845/SVZ7brwbV7dborOUFHkiaNy9XyxVXKiXCGBwAAAECKPPrKAa34bWJ3XRvM1fMn6a6r54Y27EgEHgAAACDlvr5qu773m91Jf52/XjRNhblZSX+d0SzD7wIAAACAMPmfl/elJOxI0u4jJ1LyOqMZZ3gAAACAFGg5dVp3/3KrHlt3MCWvNyY7U4ePt6fktUYzAg8AAACQZDsOtejvHt2krfXHPdtmSX62rjt/qhadUSJJml6ar19vP6ynNr2h86qK9Vc1lZpWku/Z66UrAg8AAACQRAeaTmrpD36n46c6PdleZobptktm6dPvmaFIZt9PqFx3/jRdd/40T14nKAg8AAAAQBJ9+ZltnoUdSfrb979Dn3nfOzzbXtBx0wIAAAAgSR575YB+VXvIs+1dPGeCbrrwDM+2Fwac4QEAAACS4PDxU7p39Z88296V8ybplve/Q7lZ4f1OnZEg8AAAAABJcOsjm1TX3ObJtm67ZJY+e9FMT7YVNlzSBgAAAHjsQNNJbT7Y7Mm2Ksfn6cJZZZ5sK4w4wwMAAAB47P41e9Ta0ZXwdmaU5uufL5+jeZVFHlQVTpzhAQAAADz2vjMnJLyNinG5+ofLztT7Z0/0oKLw4gwPAAAA4LGxuYn9mT02J6JvfWS+zp9R4lFF4UXgAQAAADy2bt+xEc+tGJerB5afp+pJhR5WFF4EHgAAAMBj/7X29WHPyc7M0Htmler+G2pkZt4XFVIEHgAAAMBDnV3damg5Naw550wt0o9uqNH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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import geopandas as gpd\n", "import descartes\n", "from matplotlib import pyplot as plt \n", "fp='C:\\VM_Shared_Directory\\OceanWatch\\indicators\\Monument\\pmnm_Expanded_py_Albers\\PMNM_py_files\\hihwnms_py.shp'\n", "data = gpd.read_file(fp)\n", "\n", "data.plot(figsize=(14, 10))\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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SANCTUARYDATUMAREA_NAMEPOLY_IDAREA_KMAREA_NMAREA_SMAREA_ACRESShape_LengShape_Le_1Shape_Areageometry
0HIHWNMSNAD 83LANAI12696.5116786.30281041.1248666344.33376.1650346.1650760.234101POLYGON ((-157.76263 20.89360, -157.76181 20.8...
1HIHWNMSNAD 83KAUAI2104.356030.430240.291925787.76790.6605690.6605690.009149POLYGON ((-159.51848 22.25571, -159.51796 22.2...
2HIHWNMSNAD 83NORTH OAHU3230.644667.256089.052056995.39821.0667111.0667110.020138POLYGON ((-157.97863 21.75441, -157.97553 21.7...
3HIHWNMSNAD 83SOUTH OAHU4120.566735.157246.550929793.65390.8171950.8172120.010496POLYGON ((-157.84098 21.25158, -157.82380 21.2...
4HIHWNMSNAD 83BIG ISLAND5386.2967112.6441149.149495459.11811.7637111.7637070.033281POLYGON ((-156.10583 19.78632, -156.10583 19.7...
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" ], "text/plain": [ " SANCTUARY DATUM AREA_NAME POLY_ID AREA_KM AREA_NM AREA_SM \\\n", "0 HIHWNMS NAD 83 LANAI 1 2696.5116 786.3028 1041.1248 \n", "1 HIHWNMS NAD 83 KAUAI 2 104.3560 30.4302 40.2919 \n", "2 HIHWNMS NAD 83 NORTH OAHU 3 230.6446 67.2560 89.0520 \n", "3 HIHWNMS NAD 83 SOUTH OAHU 4 120.5667 35.1572 46.5509 \n", "4 HIHWNMS NAD 83 BIG ISLAND 5 386.2967 112.6441 149.1494 \n", "\n", " AREA_ACRES Shape_Leng Shape_Le_1 Shape_Area \\\n", "0 666344.3337 6.165034 6.165076 0.234101 \n", "1 25787.7679 0.660569 0.660569 0.009149 \n", "2 56995.3982 1.066711 1.066711 0.020138 \n", "3 29793.6539 0.817195 0.817212 0.010496 \n", "4 95459.1181 1.763711 1.763707 0.033281 \n", "\n", " geometry \n", "0 POLYGON ((-157.76263 20.89360, -157.76181 20.8... \n", "1 POLYGON ((-159.51848 22.25571, -159.51796 22.2... \n", "2 POLYGON ((-157.97863 21.75441, -157.97553 21.7... \n", "3 POLYGON ((-157.84098 21.25158, -157.82380 21.2... \n", "4 POLYGON ((-156.10583 19.78632, -156.10583 19.7... " ] }, "execution_count": 30, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "data": { "image/svg+xml": [ "" ], "text/plain": [ "" ] }, "execution_count": 31, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data.geometry[0]" ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0" ] }, "execution_count": 32, "metadata": {}, "output_type": "execute_result" } ], "source": [ "p1=Point(-122.25,36.5) #27.425 190.025\n", "int(p1.within(data.geometry[0]))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 5G. Extract data along a turtle track" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This tutorial will teach you how to plot a loggerhead turtle track on a map.\n", "That turtle was raised in captivity in Japan, then tagged and released on 05/04/2005 in the Central Pacific. It transmitted for over 3 years and went all the way to the Southern tip of Baja California!\n", "\n", "The track data can be downloaded here:\n", "https://oceanwatch.pifsc.noaa.gov/files/25317_05.dat\n", "\n", "Then we'll extract SST and chlorophyll concentration at each location along the track, and plot the data.\n", "\n", "### Load packages" ] }, { "cell_type": "code", "execution_count": 222, "metadata": {}, "outputs": [], "source": [ "import pandas as pd \n", "import numpy as np \n", "import urllib.request \n", "import xarray as xr \n", "import netCDF4 as nc \n", "import time\n", "from matplotlib import pyplot as plt \n", "from matplotlib.colors import LinearSegmentedColormap,BoundaryNorm,Normalize\n", "from mpl_toolkits.basemap import Basemap\n", "from datetime import date,datetime\n", "\n", "np.warnings.filterwarnings('ignore')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- Let's load the track data:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "df=pd.read_csv('25317_05.dat')" ] }, { "cell_type": "code", "execution_count": 289, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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mean_lonmean_latyearmonthday
0176.61943332.678728200554
1176.78378632.755451200555
2177.08609532.870337200556
3177.52385732.859396200557
4178.05814532.674011200558
\n", "
" ], "text/plain": [ " mean_lon mean_lat year month day\n", "0 176.619433 32.678728 2005 5 4\n", "1 176.783786 32.755451 2005 5 5\n", "2 177.086095 32.870337 2005 5 6\n", "3 177.523857 32.859396 2005 5 7\n", "4 178.058145 32.674011 2005 5 8" ] }, "execution_count": 289, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Let's plot the track on a map:" ] }, { "cell_type": "code", "execution_count": 292, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Setup the bounding box for the zoom and bounds of the map\n", "bbox=[120 ,255, 15, 55]\n", " \n", "plt.figure(figsize=(10,10))\n", "# Define the projection, scale, the corners of the map, and the resolution.\n", "m = Basemap(projection='merc',llcrnrlat=bbox[2],urcrnrlat=bbox[3],\\\n", " llcrnrlon=bbox[0],urcrnrlon=bbox[1],lat_ts=10,resolution='l')\n", "\n", "# Draw coastlines and fill continents and water with color\n", "m.drawcoastlines()\n", "m.fillcontinents(color='gray')\n", "\n", "m.drawmeridians(np.arange(bbox[0], bbox[1], 10),labels=[0,0,0,1])\n", "m.drawparallels(np.arange(bbox[2]+5, bbox[3], 10),labels=[1,0,0,0])\n", "\n", "# build and plot coordinates onto map\n", "x,y = m(list(df.mean_lon),list(df.mean_lat))\n", "m.plot(x,y,color='k')\n", "m.plot(x[0],y[0],marker='v',color='r')\n", "m.plot(x[-1],y[-1],marker='^',color='g')\n", "plt.title(\"Turtle #25317\")\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Now let's extract data along the track\n", "\n", "We are going to grab data from ERDDAP, so we need to set up the ERDDAP URLs using their datasets IDs and the name of the variables we are interested in.\n", "Note that we are requesting the data as .csv\n", "\n", "### Chlorophyll-a concentration" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "MOD_d = \"https://oceanwatch.pifsc.noaa.gov/erddap/griddap/aqua_chla_1d_2018_0.csv?chlor_a\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Ideally, we would work with daily data since we have one location per day. But chlorophyll data is severely affected by clouds (i.e. lots of missing data), so you might need to use weekly or even monthly data to get sufficient non-missing data. \n", "\n", "Run all 3 of them, and plot a time-series of each to compare (as a separate exercise)." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "MOD_w = \"https://oceanwatch.pifsc.noaa.gov/erddap/griddap/aqua_chla_8d_2018_0.csv?chlor_a\" \n", "MOD_m = \"https://oceanwatch.pifsc.noaa.gov/erddap/griddap/aqua_chla_monthly_2018_0.csv?chlor_a\"" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "lon=df.mean_lon\n", "lat=df.mean_lat" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We need to format the dates in a way that ERDDAP understands, i.e. 2010-12-15" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "dates=[]\n", "for i in range(len(df.month)):\n", " dates.append(date(df.year[i],df.month[i],df.day[i]).strftime('%Y-%m-%d'))" ] }, { "cell_type": "code", "execution_count": 287, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'2005-05-04'" ] }, "execution_count": 287, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dates[0]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For each date and location, we'll extract a value of CHL or SST. To do this, we need to pass those parameters (which dataset, which date, which lon, and which lat) to ERDDAP by building the URL.\n", "\n", "This can take a long time to run (about 15 mins), we are making 1200+ requests to a remote server. For the purpose of the exercise, you can just run the below code on the first 100 points of the turtle track." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "start_time=time.time()\n", "col_names = [\"date\",\"matched_lat\",\"matched_lon\",\"matched_chla\"]\n", "tot=pd.DataFrame(columns = col_names)\n", "\n", "for i in range(len(dates)):\n", "#for i in range(5):\n", " print(i,len(dates))\n", " #this is where the URL is built:\n", " url=MOD_m+\"[(\"+str(dates[i])+\"):1:(\"+str(dates[i])+\")][(\"+str(lat[i])+\"):1:(\"+str(lat[i])+\")][(\"+str(lon[i])+\"):1:(\"+str(lon[i])+\")]\"\n", " new=pd.read_csv(url,skiprows=1)\n", " new.columns=col_names\n", " tot=tot.append(new,ignore_index=True)\n", "\n", "end_time=time.time()\n" ] }, { "cell_type": "code", "execution_count": 293, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "total time = 14.4734 mins\n" ] } ], "source": [ "print(\"total time = %g mins\" % ((end_time-start_time)/60.))" ] }, { "cell_type": "code", "execution_count": 185, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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datematched_latmatched_lonmatched_chla
02005-05-16T12:00:00Z32.687500176.604170.147827
12005-05-16T12:00:00Z32.770832176.770830.168947
22005-05-16T12:00:00Z32.854168177.104170.258081
32005-05-16T12:00:00Z32.854168177.520830.171364
42005-05-16T12:00:00Z32.687500178.062520.296886
\n", "
" ], "text/plain": [ " date matched_lat matched_lon matched_chla\n", "0 2005-05-16T12:00:00Z 32.687500 176.60417 0.147827\n", "1 2005-05-16T12:00:00Z 32.770832 176.77083 0.168947\n", "2 2005-05-16T12:00:00Z 32.854168 177.10417 0.258081\n", "3 2005-05-16T12:00:00Z 32.854168 177.52083 0.171364\n", "4 2005-05-16T12:00:00Z 32.687500 178.06252 0.296886" ] }, "execution_count": 185, "metadata": {}, "output_type": "execute_result" } ], "source": [ "tot.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We now have a value of monthly chlorophyll-a concentration for each location/date combination along the turtle track." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## On your own!" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- Exercise 1:\n", "Repeat the steps above with a different dataset.\n", "For example, extract sea surface temperature data using the following dataset:\n", "https://oceanwatch.pifsc.noaa.gov/erddap/griddap/CRW_sst_v1_0.html\n", "\n", "\n", "- Exercise 2:\n", "Go to an ERDDAP of your choice, find a dataset of interest, generate the URL, copy it and edit the script above to run a match up on that dataset.\n", "To find other ERDDAP servers, you can use this search engine:\n", "http://erddap.com/\n", "\n", "Note! some ERDDAPs are slower than others, so this could take a lot longer. \n", "If it takes too long, adjust the \"for\" loop to request data for only the first 100 days of our track." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Plot #2" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's plot the track, color coded using values of monthly chlorophyll concentration.\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- Let's create a color scale" ] }, { "cell_type": "code", "execution_count": 187, "metadata": {}, "outputs": [], "source": [ "jet=[\"blue\", \"#007FFF\", \"cyan\",\"#7FFF7F\", \"yellow\", \"#FF7F00\", \"red\", \"#7F0000\"] " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- Let's look at the range of log of monthly chlorophyll values:" ] }, { "cell_type": "code", "execution_count": 190, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(-2.8923874400191183, 2.136305926186285)" ] }, "execution_count": 190, "metadata": {}, "output_type": "execute_result" } ], "source": [ "np.min(np.log(tot.matched_chla)),np.max(np.log(tot.matched_chla))" ] }, { "cell_type": "code", "execution_count": 195, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "n, bins, patches=plt.hist(np.log(tot.matched_chla[~np.isnan(tot.matched_chla)]),50)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The range of log(chl-a) is -2.9 to 2.2 but most of the values are between -2.9 and 0. \n", "\n", "We use the log because the range of chlorophll values can be pretty big, with lots of very low values, and a few very high values." ] }, { "cell_type": "code", "execution_count": 263, "metadata": {}, "outputs": [], "source": [ "levs = np.append(np.arange(-2.9,0,0.1),2.2)\n", "cm = LinearSegmentedColormap.from_list('my_jet', jet, N=len(levs))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "BoundaryNorm will force the colorbar to use the breaks in levs." ] }, { "cell_type": "code", "execution_count": 290, "metadata": {}, "outputs": [], "source": [ "norm = BoundaryNorm(levs, len(levs))" ] }, { "cell_type": "code", "execution_count": 291, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Setup the bounding box for the zoom and bounds of the map\n", "bbox=[120 ,255, 15, 55]\n", " \n", "plt.figure(figsize=(10,10))\n", "# Define the projection, scale, the corners of the map, and the resolution.\n", "m = Basemap(projection='merc',llcrnrlat=bbox[2],urcrnrlat=bbox[3],\\\n", " llcrnrlon=bbox[0],urcrnrlon=bbox[1],lat_ts=10,resolution='l')\n", "\n", "# Draw coastlines and fill continents and water with color\n", "m.drawcoastlines()\n", "m.fillcontinents(color='gray')\n", "\n", "m.drawmeridians(np.arange(bbox[0], bbox[1], 10),labels=[0,0,0,1])\n", "m.drawparallels(np.arange(bbox[2]+5, bbox[3], 10),labels=[1,0,0,0])\n", "\n", "# build and plot coordinates onto map\n", "x,y = m(list(df.mean_lon),list(df.mean_lat))\n", "m.scatter(x,y,c=np.log(tot.matched_chla),cmap=cm,norm=norm)\n", "\n", "m.plot(x[0],y[0],marker='v',color='r')\n", "m.plot(x[-1],y[-1],marker='^',color='g')\n", "\n", "#let's customize the color bar so the label reflect values of chl-a, not log(chl-a)\n", "#we build levs2 to have the labels more spaced out than the values in levs\n", "levs2=np.append(np.arange(-2.9,0,0.5),2.2)\n", "cbar=m.colorbar(fraction=0.022,ticks=levs2, label='Chl a (mg/m^3))')\n", "#and set the labels to be exp(levs2)\n", "cbar.ax.set_yticklabels(np.around(np.exp(levs2),2))\n", "\n", "plt.title(\"Turtle #25317\")\n", "plt.show()" ] } ], "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": "3.9.7" } }, "nbformat": 4, "nbformat_minor": 4 }