{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "![](https://github.com/LinkedEarth/Logos/raw/master/PYLEOCLIM_logo_HORZ-01.png)\n", "\n", "# Model-Data Confrontation in the Spectral Domain\n", "In this notebook, we demonstrate the use of the spectral analysis features of [Pyleoclim](https://pyleoclim-util.readthedocs.io/en/master/index.html) and reproduce the results of [Zhu et al. (2019)](https://www.pnas.org/content/early/2019/04/09/1809959116).\n", "The goal is to perform comparison of the climate variability across scales simulated by climate models and observed in proxy records." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Data Exploration\n", "\n", "Let's start by importing the packages that we will need:" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import pandas as pd\n", "import numpy as np\n", "import xarray as xr\n", "import pyleoclim as pyleo\n", "pyleo.set_style('web') # set the visual style" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### PMIP3 last millennium simulations\n", "\n", "The PMIP3 (Braconnot et al. 2012) simulations of the past millennium ([past1000](https://wiki.lsce.ipsl.fr/pmip3/doku.php/pmip3:design:lm:final)) of global mean surface temperature (GMST) are stored in a text file and can be imported with `Pandas` conveniently." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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Yearbcc_csm1_1CCSM4FGOALS_glFGOALS_s2IPSL_CM5A_LRMPI_ESM_PCSIROGISS-E2-R_r1i1p121GISS-E2-R_r1i1p127...CESM_member_1CESM_member_2CESM_member_3CESM_member_4CESM_member_5CESM_member_6CESM_member_7CESM_member_8CESM_member_9CESM_member_10
0850-0.570693-0.431830NaN-0.620995-0.475963-0.170230NaN0.1163330.155407...0.0366720.0676920.085340-0.0006160.1570210.0484580.038173-0.0271510.143404-0.053464
1851-0.698903-0.411177NaN-0.753160-0.742970-0.303124-0.3986950.0681740.210337...0.2468160.1814000.2514170.1707100.1651390.3248560.1916770.1209510.2169210.068698
2852-0.575440-0.404802NaN-0.743508-0.758939-0.422623-0.4063430.0600880.240585...0.1874290.0659220.1902290.2645510.0926290.3865930.0689040.2922460.1015640.200259
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4854-0.724328-0.734938NaN-0.826238-0.684093-0.650792-0.416140-0.402800-0.330589...0.0627950.137882-0.233049-0.227240-0.156577-0.339176-0.1038250.058420-0.006102-0.006619
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1166 rows × 22 columns

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" ], "text/plain": [ " Year bcc_csm1_1 CCSM4 FGOALS_gl FGOALS_s2 IPSL_CM5A_LR \\\n", "0 850 -0.570693 -0.431830 NaN -0.620995 -0.475963 \n", "1 851 -0.698903 -0.411177 NaN -0.753160 -0.742970 \n", "2 852 -0.575440 -0.404802 NaN -0.743508 -0.758939 \n", "3 853 -0.724757 -0.552719 NaN -0.869331 -0.746460 \n", "4 854 -0.724328 -0.734938 NaN -0.826238 -0.684093 \n", "... ... ... ... ... ... ... \n", "1161 2011 1.013544 NaN NaN NaN NaN \n", "1162 2012 NaN NaN NaN NaN NaN \n", "1163 2013 NaN NaN NaN NaN NaN \n", "1164 2014 NaN NaN NaN NaN NaN \n", "1165 2015 NaN NaN NaN NaN NaN \n", "\n", " MPI_ESM_P CSIRO GISS-E2-R_r1i1p121 GISS-E2-R_r1i1p127 ... \\\n", "0 -0.170230 NaN 0.116333 0.155407 ... \n", "1 -0.303124 -0.398695 0.068174 0.210337 ... \n", "2 -0.422623 -0.406343 0.060088 0.240585 ... \n", "3 -0.335177 -0.353557 -0.074396 0.030596 ... \n", "4 -0.650792 -0.416140 -0.402800 -0.330589 ... \n", "... ... ... ... ... ... \n", "1161 NaN NaN NaN NaN ... \n", "1162 NaN NaN NaN NaN ... \n", "1163 NaN NaN NaN NaN ... \n", "1164 NaN NaN NaN NaN ... \n", "1165 NaN NaN NaN NaN ... \n", "\n", " CESM_member_1 CESM_member_2 CESM_member_3 CESM_member_4 \\\n", "0 0.036672 0.067692 0.085340 -0.000616 \n", "1 0.246816 0.181400 0.251417 0.170710 \n", "2 0.187429 0.065922 0.190229 0.264551 \n", "3 0.202443 0.089054 -0.031298 0.205805 \n", "4 0.062795 0.137882 -0.233049 -0.227240 \n", "... ... ... ... ... \n", "1161 NaN NaN NaN NaN \n", "1162 NaN NaN NaN NaN \n", "1163 NaN NaN NaN NaN \n", "1164 NaN NaN NaN NaN \n", "1165 NaN NaN NaN NaN \n", "\n", " CESM_member_5 CESM_member_6 CESM_member_7 CESM_member_8 \\\n", "0 0.157021 0.048458 0.038173 -0.027151 \n", "1 0.165139 0.324856 0.191677 0.120951 \n", "2 0.092629 0.386593 0.068904 0.292246 \n", "3 0.049447 0.023312 -0.041356 0.206064 \n", "4 -0.156577 -0.339176 -0.103825 0.058420 \n", "... ... ... ... ... \n", "1161 NaN NaN NaN NaN \n", "1162 NaN NaN NaN NaN \n", "1163 NaN NaN NaN NaN \n", "1164 NaN NaN NaN NaN \n", "1165 NaN NaN NaN NaN \n", "\n", " CESM_member_9 CESM_member_10 \n", "0 0.143404 -0.053464 \n", "1 0.216921 0.068698 \n", "2 0.101564 0.200259 \n", "3 0.212954 0.288272 \n", "4 -0.006102 -0.006619 \n", "... ... ... \n", "1161 NaN NaN \n", "1162 NaN NaN \n", "1163 NaN NaN \n", "1164 NaN NaN \n", "1165 NaN NaN \n", "\n", "[1166 rows x 22 columns]" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# load the raw data\n", "df = pd.read_table('./data/PMIP3_GMST.txt')\n", "\n", "# display the raw data\n", "df" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The file includes several ensemble members for CESM and GISS simulations, for which we substitue their ensemble mean series." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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Yearbcc_csm1_1CCSM4FGOALS_glFGOALS_s2IPSL_CM5A_LRMPI_ESM_PCSIROHadCM3CESMGISS
0850-0.570693-0.431830NaN-0.620995-0.475963-0.170230NaN-0.6205170.0495530.127429
1851-0.698903-0.411177NaN-0.753160-0.742970-0.303124-0.398695-0.5530430.1938580.138796
2852-0.575440-0.404802NaN-0.743508-0.758939-0.422623-0.406343-0.5607910.1850330.098170
3853-0.724757-0.552719NaN-0.869331-0.746460-0.335177-0.353557-0.4389490.120470-0.054552
4854-0.724328-0.734938NaN-0.826238-0.684093-0.650792-0.416140-0.812194-0.081349-0.407169
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1166 rows × 11 columns

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" ], "text/plain": [ " Year bcc_csm1_1 CCSM4 FGOALS_gl FGOALS_s2 IPSL_CM5A_LR \\\n", "0 850 -0.570693 -0.431830 NaN -0.620995 -0.475963 \n", "1 851 -0.698903 -0.411177 NaN -0.753160 -0.742970 \n", "2 852 -0.575440 -0.404802 NaN -0.743508 -0.758939 \n", "3 853 -0.724757 -0.552719 NaN -0.869331 -0.746460 \n", "4 854 -0.724328 -0.734938 NaN -0.826238 -0.684093 \n", "... ... ... ... ... ... ... \n", "1161 2011 1.013544 NaN NaN NaN NaN \n", "1162 2012 NaN NaN NaN NaN NaN \n", "1163 2013 NaN NaN NaN NaN NaN \n", "1164 2014 NaN NaN NaN NaN NaN \n", "1165 2015 NaN NaN NaN NaN NaN \n", "\n", " MPI_ESM_P CSIRO HadCM3 CESM GISS \n", "0 -0.170230 NaN -0.620517 0.049553 0.127429 \n", "1 -0.303124 -0.398695 -0.553043 0.193858 0.138796 \n", "2 -0.422623 -0.406343 -0.560791 0.185033 0.098170 \n", "3 -0.335177 -0.353557 -0.438949 0.120470 -0.054552 \n", "4 -0.650792 -0.416140 -0.812194 -0.081349 -0.407169 \n", "... ... ... ... ... ... \n", "1161 NaN NaN NaN NaN NaN \n", "1162 NaN NaN NaN NaN NaN \n", "1163 NaN NaN NaN NaN NaN \n", "1164 NaN NaN NaN NaN NaN \n", "1165 NaN NaN NaN NaN NaN \n", "\n", "[1166 rows x 11 columns]" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# create a new pandas.DataFrame to store the processed data\n", "df_new = df.copy()\n", "\n", "# remove the data columns for CESM and GISS ensemble members\n", "for i in range(10):\n", " df_new = df_new.drop([f'CESM_member_{i+1}'], axis=1)\n", " \n", "df_new = df_new.drop(['GISS-E2-R_r1i1p127.1'], axis=1)\n", "df_new = df_new.drop(['GISS-E2-R_r1i1p127'], axis=1)\n", "df_new = df_new.drop(['GISS-E2-R_r1i1p121'], axis=1)\n", "\n", "# calculate the ensemble mean for CESM and GISS, and add the results into the table\n", "df_new['CESM'] = df[[f'CESM_member_{i+1}' for i in range(10)]].mean(axis=1)\n", "\n", "df_new['GISS'] = df[[\n", " 'GISS-E2-R_r1i1p127.1', \n", " 'GISS-E2-R_r1i1p127',\n", " 'GISS-E2-R_r1i1p121',\n", "]].mean(axis=1)\n", "\n", "# display the processed data\n", "df_new" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`pyleoclim` capabilities can now be leveraged.\n", "We now define a `pyleoclim.Series` object for each simulated GMST time series.\n", "A `pyleoclim.Series` represents a time series object that comes with a collection of methods, such as performing spectral analysis, wavelet analysis, interpolation, plotting, and so on.\n", "\n", "For details, see [the documentation](https://pyleoclim-util.readthedocs.io/en/latest/core/api.html#series-pyleoclim-series)." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "# store each pyleoclim.Series() object into a dictionary\n", "ts_dict = {}\n", "for name in df_new.columns[1:]:\n", " ts_dict[name] = pyleo.Series(\n", " time=df_new['Year'].values, # the time axis\n", " value=df_new[name].values, # the value axis\n", " label=name, # optional metadata: the nickname of the series\n", " time_name='Time', # optional metadata: the name of the time axis\n", " time_unit='yrs', # optional metadata: the unit of the time axis\n", " value_name='GMST anom.', # optional metadata: the name of the value axis\n", " value_unit='K', # optional metadata: the unit of the value axis\n", " verbose = False, # suppresses warnings\n", " ) " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Once a `pyleoclim.Series` is defined, we can easily visualize it by calling the `pyleoclim.Series.plot()` method.\n", "For instance, we plot the CCSM4 GMST below:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = ts_dict['CCSM4'].plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that the return of the `plot()` method is a list of a `matplotlib.pyplot.figure` and a `matplotlib.pyplot.axis`.\n", "That means all possible `matplotlib` manipulations can follow.\n", "For instance, let's change the limit of the y-axis and the label below." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(-4.0, 2.0)" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = ts_dict['CCSM4'].plot(label='CCSM4 series')\n", "ax.set_ylim([-4, 2])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "With the same mechanism, we may plot two time series in the same figure as following, in which we use the argument `ax=ax` to specify that the we'd like to plot the series of GISS into the same `matplotlib.pyplot.axis`." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(-4.0, 2.0)" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = ts_dict['CCSM4'].plot()\n", "ts_dict['GISS'].plot(ax=ax) # the argument \"ax=ax\" indicates we'd like to plot into the \"ax\" we got from the previous line of code \n", "ax.set_ylim([-4, 2])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To plot a collection of time series at once, we define a `pyleoclim.MultipleSeries` object, which takes a list of `pyleoclim.Series` objects as input.\n", "\n", "Since we have defined a dictionary of a collection of `pyleoclim.Series` objects, we may first convert this dictionary into a list, and then use that list to define a `pyleoclim.MultipleSeries` object." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "ts_list = [v for k, v in ts_dict.items()] # a pythonic way to convert the pyleo.Series items in the dictionary to a list\n", "ms_pmip = pyleo.MultipleSeries(ts_list)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now that the `pyleoclim.MultipleSeries` called \"ms_pmip\" is defined, we can visualize all the time series at once by calling the `pyleoclim.MultipleSeries.plot()` method." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = ms_pmip.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You may notice that the legend is not in its best place, and we may want to move it to the right side.\n", "We can achieve that by passing a dictionary of arguments for `matplotlib.pyplot.axis.legend()` (see the [matplotlib documentation](https://matplotlib.org/api/_as_gen/matplotlib.axes.Axes.legend.html) for details) as below:" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = ms_pmip.plot(lgd_kwargs={'bbox_to_anchor': (1, 1)}) # move the legend to the right side" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now that the loading of PMIP3 simulations is complete, let's move on to proxies, the [last millennium reanalysis](https://cpo.noaa.gov/News/News-Article/ArtMID/6226/ArticleID/1807/Last-Millennium-Reanalysis-now-at-NOAAs-National-Centers-for-Environmental-Information-marking-major-milestone) (LMR, Hakim et al. 2016; Tardif et al. 2019), and deglacial simulations." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Proxies, LMR, and deglacial simulations\n", "\n", "We've preprocessed the data for proxies, LMR (Hakim et al., 2016; Tardif et al., 2019), and deglacial simulations, and stored them in a [NetCDF](https://docs.python.org/3/library/pickle.html) file." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
<xarray.Dataset> Size: 5MB\n",
       "Dimensions:         (time: 48845)\n",
       "Coordinates:\n",
       "  * time            (time) float64 391kB -4.998e+06 -4.993e+06 ... 2.018e+03\n",
       "Data variables:\n",
       "    EDC             (time) float64 391kB ...\n",
       "    HadCRUT4        (time) float64 391kB ...\n",
       "    GAST            (time) float64 391kB ...\n",
       "    ProbStack       (time) float64 391kB ...\n",
       "    LMR             (time) float64 391kB ...\n",
       "    trace21ka_full  (time) float64 391kB ...\n",
       "    trace21ka_mwf   (time) float64 391kB ...\n",
       "    trace21ka_orb   (time) float64 391kB ...\n",
       "    trace21ka_ghg   (time) float64 391kB ...\n",
       "    trace21ka_ice   (time) float64 391kB ...\n",
       "    DGns            (time) float64 391kB ...\n",
       "    SIM2bl          (time) float64 391kB ...
" ], "text/plain": [ " Size: 5MB\n", "Dimensions: (time: 48845)\n", "Coordinates:\n", " * time (time) float64 391kB -4.998e+06 -4.993e+06 ... 2.018e+03\n", "Data variables:\n", " EDC (time) float64 391kB ...\n", " HadCRUT4 (time) float64 391kB ...\n", " GAST (time) float64 391kB ...\n", " ProbStack (time) float64 391kB ...\n", " LMR (time) float64 391kB ...\n", " trace21ka_full (time) float64 391kB ...\n", " trace21ka_mwf (time) float64 391kB ...\n", " trace21ka_orb (time) float64 391kB ...\n", " trace21ka_ghg (time) float64 391kB ...\n", " trace21ka_ice (time) float64 391kB ...\n", " DGns (time) float64 391kB ...\n", " SIM2bl (time) float64 391kB ..." ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds = xr.open_dataset('./data/PNAS19_data.nc')\n", "ds" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Next, we create two dictionaries called `ts` and `vs` to store the data extracted from the NetCDF file.\n", "`ts` includes the time axis for each dataset,\n", "and `vs` includes the GMST for each dataset.\n", "\n", "We may print out the dictionary keys to see how many datasets we have." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "dict_keys(['EDC', 'HadCRUT4', 'GAST', 'ProbStack', 'LMR', 'trace21ka_full', 'trace21ka_mwf', 'trace21ka_orb', 'trace21ka_ghg', 'trace21ka_ice', 'DGns', 'SIM2bl'])\n" ] } ], "source": [ "ts, vs = {}, {}\n", "\n", "for name in ds.variables:\n", " if name != 'time':\n", " ts[name] = ds[name].time\n", " vs[name] = ds[name].values\n", "\n", "print(vs.keys())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As before, we extract the data and organize them in `Series` objects:" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "for name in vs.keys():\n", " # we may specify specific metadata for each dataset with the if-clauses\n", " if name == 'LMR':\n", " value_name = 'GSMT anom.'\n", " value_unit = 'K'\n", " elif name in ['trace21ka_full', 'DGns', 'SIM2bl']:\n", " value_name = 'GSMT'\n", " value_unit = 'K'\n", " else:\n", " value_name = 'Proxy Value'\n", " value_unit = None\n", " \n", " if name == 'trace21ka_full':\n", " label = 'TraCE-21ka'\n", " elif name in ['trace21ka_mwf', 'trace21ka_orb', 'trace21ka_ghg', 'trace21ka_ice']:\n", " continue\n", " else:\n", " label = name\n", " \n", " ts_dict[name] = pyleo.Series(\n", " time=ts[name],\n", " value=vs[name],\n", " label=label,\n", " time_name='Time',\n", " time_unit='yrs',\n", " value_name=value_name,\n", " value_unit=value_unit,\n", " verbose = False,\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we define a `MultipleSeries` object for each group of datasets:" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "ms_obs = pyleo.MultipleSeries(\n", " [ts_dict[name] for name in ['EDC', 'HadCRUT4', 'GAST', 'ProbStack']]\n", ")\n", "ms_deglacial = pyleo.MultipleSeries(\n", " [ts_dict[name] for name in ['trace21ka_full', 'DGns', 'SIM2bl']]\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we visualize what we have.\n", "LMR first.\n", "\n", "Note that here we use the median of the LMR ensembles for our analysis for simplicity and calculation speed, while all the ensemble members are being analyzed in the original paper, so the estimated scaling slope value that we show later would be a bit different from that in the original paper. " ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = ts_dict['LMR'].plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Then the proxies." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = ms_obs.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We notice that the time axis is in unit of years by default, which is odd for paleo-records prior to CE.\n", "We can easily convert the time unit to \"kyrs BP\" by calling the `pyleoclim.MultipleSeries.convert_time_unit` method as below:" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ms_obs = ms_obs.convert_time_unit('ma')\n", "fig, ax = ms_obs.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now the time unit is \"myrs BP\", and the numerical time values are ascending.\n", "What if we wanted to present the data in a way that the right hand side represents more recent time? We can manipulate the returned `matplotlib.pyplot.axis` object as mentioned earlier, or just use the `invert_xaxis=True` argument of the `pyleoclim.MultipleSeries.plot()` method as below:" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "image/png": 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BVzU0ppongiAIgiCI3QS9CYC80FPXcwh1cVe36KbNqDj+BGw7dBwEXZRjZ6FvlBpNCDlW2hVrsS5j7dVL8z7VglYdMVKOFwSIoRCqJk9B5cRT4P32W5OzVZEndTQkFoPEGBdIlbbXZNgmi75UvaGU6ycEgmSSHmcbMjg+Y5VhhDry1Pzf/6LimGPR9MijiP65wXA+APB5uey5Nzai+eFHDNs5tbg0iTxFN29mbgcAn8oOPLRsGbYfdjgqjj0O3nffMz0n+MN8wza9+QYAuCdMSL5RiydGTZpZzys+Px+806k9nyJPBEEQBEEQuydCfYNhmyw0Gh94QHliX3HscR1/7YYG1P19Ohrvu08RCZxNa00tCySWu5nkT+H8pk9Hi0QQWbdOERhqYpWVxrk1NSEw+xsItbUAgIpr/8a+jmqhrI48pUwTNHXbMwrUpHjKJPIU1vw/AFj79Eb+1Klwjh2L0kcS4kYdeVKlxbUlelN533nHYEahEGGL0KYHHzJssw0dqr1emia56ai9YqryWm2uUfx/2ggfK0WPFXmylJQorzmrLbmD8fsIra3MOZUn0hg5jkvWknVT8UR9ngiCIAgiBaLfj5anngZfXIT8yy9XetV0V6LbtgEcB1vfvp09lZ2K78sv4X3nHeRdcEGy2H0HkEIhgwW2LJ7keptMiW7dCv/s2cg58USm2YAe35czEVywAABgKS1DwVVXGp7ay9EbVpQpVZNYvdhoef4F+D75BLa990bPd97W3O+sxq5iYyOERqOwNFxHFiyRiHbRnmIBbRaZ0LvtAQASv0VmaXuJuaiOtQ0ajIKrrtQcx1m1NU9SLGaIzKlT9pwHHYTQzz/Ht5tE8ALffad5X3zffcg54fj4G54HBME0IpYK15FHpj3G2rNn2mNYojnn+OOV1+nS9swiT5Ye5aoxbJBigrnVeReHIk8EQRDEHoVv1ixUHH88Wl9+JaPjW198Cd4PPkDrc88jOG/ezp1cO5BEEbH6+oyOjaxbh6pJZ6Bq8hREdA1JuytSJMIsUm+8625E1q1Hw+13ILRiRcoxhOZmBObO1dYL6ZqOiqEQ6m+73XBtwNigVL2o9H05EzWXX4HgkqXKttorpqL1+RdQe/kVqT9cArVzW0C+B3XRCSUVjVGzlCryJOr2+T75BAAQXb8egu6+koWBGqGhIWVaoDKHSPy71S+upah2vo4xo5NvTMWTeeRJbw7BnEtCvKmFFudmNBFWRZ4iv69GxfEnYPthh2vn4k9+dr6wMHmNaOraMRnPxJOV+0dJ3WNE49JZw/MFBWmvZR82LO0xrJo5x+h9k2/SGEaIqsiTpUcPAID7mGNgycszjEFpewRBEATRDWi8404IDY1oefbZjJ7wej/8QHkdXNCxTUR3FDEUQs35F6DyhBPRmkglSoUiGAUBzY89vpNnt/MJLlmK7Ucfg9orr9QsLvW/a/N/HjYdQ5Ik1F4xFfU33IiGu/8vvk0QDAtDKRQC9MIkUfOhFyzquqPGu+5C+NdfUTdtmrJN7sOk78dkimoxzdniaVO2vfbSzi8ReWJFPMRUTXJTRWp0JgnRTcaaG6GlxTB+4wP/gnfGDO11ZMHSpq3JUr93HnIISu5/IHmOiZubwIg8yb+BV2XuYYZc1+P7+BNlG+8yiie1257/q6+YES/1Z7eoBAyrHigtsnhiCKXwL7+kPjeD3lB8LrsOCwBsAwfGL62LPHkmna55z6WwKg8tW6aJrBVMnYo+8+ai5OH/aMeQBRiJJ4IgCILo2uif3jLTf/Rw6kLuHatF6GiC8+cjsm4dAMD7nnlhuIx6UR/dtGmnzWtXUTdtGqRgEOFfliGsii7pHb8iiSawLCSfT/kuAt98A6GxkSk2WKYGcnRBf7zY3BLfr1vQpnMX8376aTxKtXSpZrv6PHnhqV/kKuKJEXkyS9uTYrGUDoFiSPuZY1XGmicpHDG4zXk/+ghN992vOy5+HcGrjTyJbclIBZ+Tk7aPkOTzGUQdkPzcoYXpH3DIc2l74w1lG+dyGw+0pK9uUf/2mshTJILQb7+h/p+3ahsEp8IS/7eGVQdWN326YZtV1RhX3cSXczoMx3rOOivlpbmEeFTfVzmnnYaiW2/VXZT9+4R++w21V0xFYE7SMMTapzcseXmGVGf5AUC7BGYXgMQTQRAEscegb04ppyWF16yF/7vv2GkkFnZzz65ALFGkD8Sd39I6vakcvVJZGHcGUjSKuhtuRM2ll2achqhBteAUvdo0Mte4cean6ZzbYpVVzGiMOj1LRhY1jhEjtNsTtRx6YRJSOfUpxyYEfaymBk333ofwr7+i9dnnkvsFARF1H6SEuBAadY1iE4veECNCYZa2l6rpKqCNSsXq6hCrYIinSDhlZEt9HKBN6wK0pgVcjjttHyFW1Ck+fvw7ZwkHw7EMwcg5ncZt6ia5JnhV/b7UkSehpga1l16GwDffoGrylIxs7Dk+cT3GvzN6cwfboEFaAwjZql4UIYWNApqzx//ei+66k3ltWXxHt21TtrkOPVQROso4Jr9P078fNIxp7d2beS1N2p6Js2BXhsQTQRAEsccQWbVK816or4fQ0ICaiy9Gw003w/fFF2lGSF13sKvxf/W15j3Lplqz38QJqz2k6weULd6PP0Zw7lyEf1uBlqefbseE4r+NFIuh8pRTtLtSzFVo0IqQWF0t03SA6baXWLDzHo92R2Lxq48OxbZvN0QV2v73KgBtA9TwypXKa99nn2mOlxfY+nokeXHufcvYh8nMRKH20suY25UxVdG26MaN7GPCYVOTANb89Gl7anh3Tvo+QmoRYk8+AJCjgJwtvs1SXg4zWI5y6hQ9BdY2HaJafKseSKjr1AAgsjGDSK/8cEMnKOToskz5q/9Dzw8/0NjMS4lonBQIMNP+OHsi3bNPH+alZfGtvn9Y0Vaz34d1rFkdljJGOADnk8OAz65lHtdVIfFEEARB7DHEqqo170WfD75Zs5QnqIZUo1hMm5K0gxbCHYno9yOqS0dLVb8iBoOaRZjQ0j4hJUkSaqddje1HH2PoNbQjhH5ORkxCixann4dOhMg9iEJLlhqOTRUZEZq04kmorWN+j0JdrWGbvGDX98aRTMST6PUahFzLM89AkiRDCqkckQrMnafdHgnH63709VIp7k0pEEhrOMBC3Y8pomrC6jzkkOTY4UhGva3kaIjoNRdafK4nrSGBpLIAV4tWKRw3DpF/a0txsdZ8QoXo9Rq/D4aLJlNQpcAxfLjpPpZgK7z+Ou28EvdArKJSM7+mRx/THOccPRocx2mjQIm/BzPzDsVi3MpORWSJH9vQIcYDNX2eoszXAMA5HMxoHgDwCfMI0ReA5PcBy98E/O2INncSJJ4IgiCIPYZYVZXmvRgMahph6gkuWqR5L0ldRzwxbaMDJs1GIxFUnamteZB8vna5XYVXrEBoyRJIwSDqGD19otu2Z23dDWijZpw+ksNALx7kxWnkzz8Mx7JS7pRxGrVpe6LPx4zUxGqM4ilpj6373uWFbAbiCYiLG31UUIk46a2xQ6H4Z9XXU6UyDJAk00a0qVB/by3PPqu8tpQm+/5I4ZA2+mI2BTny1GounmwDB6aMPIleL8K/LVfe8yoHNykciovehHDlPR7kXXwx8zpCSytCi3UCndWCIIOaJ6hS+9T9kPSwms/mnn226fHh5b8lXy9bprwuuPpq1fy0VupACvGUSL/Tp+Ep5yfq2+wjRyrb7HvvbRzHpM+T3DBahs/PN23rYCkrk0eDEI0fw8XSNzfuKlCfJ4IgCGKPQV8vIQWCBptpzX79QrcLRZ5iusUKANMGocGFCyFUVxu2i14vLKoi90wws4KWolFsP/Y4pUlrry8+h82s5oF1vi8pnlK5gskIOjEjiwPW0269oYEaURd5ksIhptBgNYiVoyD66BXERAqhQTz52IYOra2Ge7P1+ReQO2mS0ckvFIZ/9mzGBxFSGlJIgQDgZpgipEA2vjCgWhSLbd606aJAUjykijw5DjjA1JBAisVQ/dfzNL+DJS8P8hFSKKSpAeQ9HlhKS5nXEdva0PbGm7rPZDwuo8hTIl3ONmSwYrrAIrJuHRz77acd325edyh/X3pRnDPxZPb8EoYRpuIpUQtmLp7CkERRScHkc3OZ/zbqxa0UDsfTJ3WRPD4/n3kdQPu5JbH79c2jyBNBEASxRyAJgrKwV7YFg1pDCCTTvwCgTW//3YUiT/onvYB5bYvZgiqT/jzGa7AjGMGFCzXfbzhNbyXDuCqTB30NUXDpUjT83z2auiCzyBPb7CFF2p4u8iSFw8wxWO6EssOZqB8jUbOiF2FiczPTOEBoaTWk7cmpcIamrOEwmu69z/hBYgLaXn/DuF0+L5J9Q1KzdDz3cccpr8O6OkLT68tpeyY1T67DD4O1rCwerZBFgUo8hVeuMgpYPrnwlkIhNKvT2zgOVjPx1NIC26BBurEYS+IMDCOU0z0e0zQ1IP75MxGZyng58b8B/b2rqSNSR57kmieTv2k52qOJHOmIVVUpEVBT8aNyQ4ysWY3tE45H5cRTDIelFk/JOUgCiSeCIAiC6JLo3cmAuFDSRwdCS5YAAKJbtiCyerVukK4jnljpT5JZ2p6J05fe0jsThEZ2b6Lw77rvKsuUQPXCUi8YGu+6G/7PP0fN5Zcnj9ctEsVgIrLB+A6kYNA0rU3vtieFI4bGsQC7ZgWCCCkWMy6KRSlRGzZNszlaUcH8LcSWZqOLXDQKKRo1HM+cB+IPB9SpdYb9sezFkzoqp05Js/Xtm5zmZmPvJ+b15Sa2JqYlOacn+wlxjCaq8t+lZkyVA50YDCGkSrONVVVprMMBKGJIqK8HX6Bd3Ks/kzKPLGqeeI8n2eSWgejzacS0+6QTDcc4xyZryWRhqDeLUPej0kae4vd3xKQFAZ+TE3+RItIuNjUnI08FbPGjjjyFf1sByeeDwEjTtRQWmF5HNvUAutTzqIwh8UQQBEHsEbS+9LJhmxQMaCJNQHLBprbsldHXsOwIUiyG+ltuQc2llykpeJIoouWFF9H83/+mdbNjRY3M+vnoHeWU403EU3TrVlSeeRa2X3utobeVIeKTSNfRCwh1pCP022/wfvih4btWxmxt1Yon1bykSESJskk+v2Jjrv+sSp8j1XZNTQwjmhTZsAHB+fO144TDmt5DKRFFtjAVhXgdkK4fkVBdzUx7FFtbITIMPMRg0PAbmVpep7F81t9PmRhIqOu85POt/fqBc6jswDMVyYnFvTq1To2lQCV0GE1UW196yXCOOtKjF5Wcw24QP9YePQHEo4jq34HLyYF7wgTGpDIXT3KdnlmqYGzbNvg+T7p5smoWbUOSBg2y2E9Zq6YTT6LXi5YnnmTPzyGn7ZmLp1h1tZJ+ZyksYh+UQnypSRl5clDaHkEQBEF0eQLz5hm2icGQIVojL7L1vYKANAsZxCMm4d9/T9sMFQBannsOgTnfIvzbb2h57nkAgP/zL9D6wgtoe+11Q08qw9wZ4slsfpE//2SPYSKeGu/+P0Q3boTv2+/gn/2NZp+hv1BC9BhSIhNOdEJjI2ovvQxN/34Q3nfeZV4v/MsyTc2EOv1Q0EUq5NQtfe8iud5LUNXpWMqSC1ljpCqImgsvMsxFioSZUUoWkigwxYwkSmxxGwwiVmtMtxRaWph231IwaBBbUjhsqJ0B2IYRriOPTO7X35MZiJ5YTbJOTu7TxDkcWvGUIZIoQgwEEE3ci7a990behRfGx/R4YB8+TDlWH3kybXKsSqszNA1ONGAtuvWf4AsKUHj9dZoFfVDl6Fj+zDPMqFEqMxk9fG5cqBfdcjNzv9DUhEiavlpKnydAEd5q0V944w2643kl3VAShJT/ZiTFU4q0PVVdpLV3L+YxqWpEdZMz36WOPFHaHkEQBEF0TexDhxq2ScGgoU5IVMQTezGbivp/3oqaCy9C4//dk/I40etF26uvKe/Dicam3k8+Vrb5Pvs89Rispq0mdS3RDRuY283S9tR9hvRpWaIuiiUv7v1ffcWcS/DHBcq2lmeeYV5PnwooqT6b3rRAri/SR55Enx+SJCGgMlOwlKjEU+Kzil4vggt/QvjX5cwUOCkU1kTX7CnspyGIhual8YsI7PqzWIxt3NHSyq6FamwyzlEQ2MYgjJRSTZPSqFYssWq4DENW10CS4imIcs0S57C3SzxBEDSLc/uQIci//DIU/fMWlD//HHi1mYVOPFWffwFzSE61QNeLz7wL4+fknnUW+nz3LfLOPx+OffdNTkfVJ8u0sW4WNU/W8kRNkYkpR6ymBrZBA5X3uZOnGA/SuOcl6ulU/+YwDSlk0SfEwBcVm86PcySidKnS9lT/HnAu9ufIVDxZe5j32VLXPIkUeSIIgiCIrglzoRyNGGtKEs5srEhAurS94Ny5AOJCIlX0Kbhggea9pWePxDVVjnP5eUgFqzBcjg7oEZqTdT02lYhkRZ4M6Vy6CIU+bU9obka0osJ0LvrIEQu9iYC65kho0UZeZKGln7tvxgzDd2Lr3181Zvz4uhtuRN3f/oaGu+5izkUKhzVpjra99jKdtyQI7BokUTLtuRXdzkgHbW1l3i/h5csN2wAgssHYsFYfebL07Kl1NYtq0/aq//JXzXv7PvsYxwyH4+mH0agSGeTsjpQucWZIgqARjtaePcB7PMg9+2w4dNfm9Gl7JvVqnjMmKa/19vjuY49NjpdwB7Tvnfwt1b+PqdFDFml7cnqrmbgQm7RCmHVfqf8tkqNITfc/oGzjGcKMSwg8KSYwHQOV49K47QHahxa8mXNgivPVeKYwxKGM+r5MnW3aJSHxRBAEQXQ6sZoaTaFzaNmvCK/MzMWr+amnUH3hhRonNhZMp6to1CA45IgGyxVM7oXCQi/CUj3Zj27VLqBtA+NPpNXF9HIaEAA0PfgQKo4/Ad4ZM5LzZKUVhhk9hKJRRRA6Ro9G/tQrkmMwLLxlAag+X3ktiobFv9jcrIlUKcdGovEarifZNRhqBF2NkdrgQW8w0PTgQ/DNmmVI2wOgadprHzYMvKpoPbR4CVqef0GJ8plarkfCSsod53DAkpdCxIoCREb/Hsks8gQgttUongRvGzPyFPr1V/Z1E6LCqhKHslW1DGfhNfUt6t8xootEFt50o9bFTX2pqirN3DiHI74Az7KBLERRI3AsPXuaHsoyjGDhPv545bXatMBz1pnsNDzZNEG/3UQ8ZdUkN5o+DTLwffJvS133o+xX/e0Fvp6t1Pcp57DmKacWmgl55XrpxZMm8mT2naSJPHkmT0bf+fNS/t1oDSO6X+SpW/R5isViePHFF3HyySdjwIABAICvvvoKS5dqu4ifdNJJOPjggzthhgRBEER7iW7fjuq//BVSIICyZ54GLBbUXTUN4DiUv/A8nAceaH7ups1K+lv1uX9Bn7nfw2JSqKxY8OblKVElKRoDdItWeQGhj7AAgBQ0X5zo3dJSRVxi+kiNIEKSJJ14ivc6Epqa4P3gAwBA0333w33MMeA9HsMCGGCbCWjGzM9Pum4h/lklSdI0swyv0tZlyItuKRxGxSmnGkwQxEDQ0MgVABAJa9zPAGieOGvGYAnVQABcbq7BwhsAGu+4kzlOYF7S/ME+bG9YVIKg9YUXmOfoCa9cpTRa5Vwu85QuIP67MQ0jJNOFLKuBsNjmZUaeoptTp9bZ+vZBbOtWZS4G1E/4VYYR+rRSW//+plGuWFU1LD16KO+VCIbdnl3jXV3anlU1pgGGYYQe29ChcYFktcaPU0VMeQ+7T5hZxIw3W+hnE3lKRPasKXqbqaPZzNRH3T3gVxlMAGybcc5igYREFFR1L7pPPAGBr5MprMr1UogftYmFaTTOpPGtjGPkyLR92siqfCcTi8Xw8ccfo16nvhsaGnDsscfihhtuUP63H6OAkiAIgti1SJJkcGgzPVYUUXX6JCWFpu6aa5O9lSQJTQ/9J+X5sVrtQrTtzbdM5yQkFi6W4mRdQNwKWudClohosJqimrnFAUBwwULtOIljheZmND/1FALff6/s0xsSSNGIoW+THBGLVVVptkdWrUJ061alXknj0BUJI7h4MaovuliJUqlFHV9QoBFPba+9hooJx6Pt3Xc1Y2jmkRABvi++hMgwUpCiEabBghSJovWVVzTbZDEjRSKa9EBWfVl0+3ZIgoCmfz9o2GeGpo4lx2MaTUmJ6t7lnM7UvXtMDCMgCqY9fRRrdNXCXGxLRp7UpgasKJUatbMbyzBCs9hWRUYia9ZojrMPH27a4DW8+ndIjB5c2dY9SYKgeSBhKU9RE6OKPJmlv8qGBqxIilnKGWtRzzkc4NsZZVEjG1RYdRG13L/8xTiux2M4DgByzz0n5TWcBzEeJMn3kS7yZO2lFXFK5InnTUVh+Ldkbzaz+yHd787lpG/EzNmTY5BVeQdTX1+Pl19+Gc2M0Hp9fT169uwJj8ej/M+WYR4mQRAEsXMQAwFU/+WvqDz1NMSqjIXxeoILFxq2hRYnXbA0KWPRKJoefQzNTz+jiDN9XZK+J4pybigEJJ6888VJC16JlbaXECWxSmMdDyIR5mJOaGhA0wMPaLbJ47S9/gbaXn0N9TfepAgh/bylaNSQ5idHufTWztFt2xDbskV5bx8xInlOOIK6q69BZNUqNN13P6LbtmtEmaWoUGm+GZ943FK7+eFHkvPWWWbLgjFWZRSTAIBIBEITSzxFNIsxIL7Q3br/Adg29lBU//W8ZGoeI/Lkfedd+L74wrA9FZG1a5XXvMejEYrtQaipSb1YFESmyJZEUSMoNT1zEtEUPtcDzhOfn9jamkzF69Ur+XQ/jZ242hDDaFXOaZ/wR82t7y2FheBNDALCK1ZqnAPlqA4rIpgSUdSkiaaMTsjiKRhE1TnnMg9xjB4DgC2ezBb+jtGjDdtMo05IEX1hofp3ocdrr8F9/PEoe+Zp5vdu69ObmRKYc+qpymvnoYcqphHKfBiRM3kcSYhpzEusvbTiTNMfKoVduXK8yWc3rYVKYNZrTg1FnnYiW7ZswYABA3DZZZdptofDYXi9XhQXm7uKEARBELse73vvIfrHHxCqq9H04L/THh/dmDotSZ0W5Pv0U3jffhtt//uf4qgm1OtS60wWm2qxYskvSKauRKMGtzTR74fo9TL77gDs2qnmJ/9rnHsimtb2xhvKNv833yTG0EVaIlHDdyGLFqFGK55Enw/RTUkHPPtQdeRJu1Crv+EGRFVCy9Z/gLJgZyGJotE1T3Z2MynalyIRZh8plqhQb4uuXw/vhx+i4a67EF62zHCs0NSoSTvKBPX9wufkmNa4ZEPKBbQgsAW7KGocBO3DhhkO4dw5Sl2bWmhxOW7wRSY9dnRYSpONa/X1QdY+vTXCovX15H3ISp80ExxCQwNEn8rIxONhHpcOSRA07o4s8wNlLqqIj/pBgRqlCStTPJlEkjgOOSefrNmWUjxlYYyhdmV07DsKpQ/+G65DD2U+GOBM0grV360UjQLpW3ElG//W1Gp6YVl790lxTnrxlOq+tw/b23Sf86CD0o9tZ9Q8pUkH7Ep06Zqng0x+ADmF74cffsCGDRvgdrsxduxYjBkzxnSsJxkFq1OnTu2Qee4ocq45141uHKJzoXuGyJZddc9Et2xVXgcXLEx7PZZts2Z/UxMgiuAsFrSqrL29738Az8knGyyuRZ+XeU1JJZ74vDzF3jeybh1sKvEBxO271bUZrvHjwTsc8CcEm9jWBqvu4R2rsF8KBg1zCS5YiIJLLjGYPUjRCCPyFD9f0EWeJK8PYVUtjHNMMmVdH0WLbtyIWGUy7c82oD8sZovfWAz+L2cyPkcIHMcx3Qfj14wi8O23hu0hXV0yi+b/PKx5zxcXK6mB0S1bYRs4IO0Y9mHDIAYCiOmaGvMeD5wp1gV6rP37J+uH1OOkTNsT2d+LKGks1m39ByC0eIl2XLcb4HkI1dVaUWF3wFpWikgGvaaspWXJS+ruqeI77kD4t9+U99FErySO4+AaNw7BRN+z0oceBMdxBjFjKS2FUF8PobFR42LI5+aa/l1b+/UDYlF21FlQmWgkrmc2TibpcvI8mGl7Kcb2nDIR/lmzksfm5aWeh1xTlQbPqacwx3HsMxyBb7S90iJr1jCP5V0u5XqSzwe7ytrcUl7OPMesF5V9QH8U3ngD/F99jcJ/TNecy1ltaXUZ73Ka//utu6Zz7FjkTJgAa69esJn0h9LMWSWeklblXLdZ03Rp8WRGQ0MDOI5DSUkJDjnkEGzZsgVffvklHA4Hhqfqx6DDlSb0uKtxZhMeJgjQPUNkz86+Z2y6J758TQ0cAweaHA0IJk+VkwcIsEejsHo8sLhckGMfHBf/N5zTpw61eZn/touq6JKjuAg+VYQm+qfOeCEYhKUpmS6eM2okxLY2yMtbWyhkuIbF7YY+LmMJR8CpCrDj1/oTTofDEL3iBRGCbvGPQAAulwuSrubX++GHsCZqXfj8fOSNGgl5qcozHL841cI3p2dP2EyiGnZBQJiRRonE5+VUZhnW0lLFCUzcujVtelmmWPPzwRUVIvznBoitrbAwCuT12IoKIXk8BvHkKi+D2+1G7oQJ8M6Zk3IMz9FHQ/T7meLJkSIyYQHbMt5utSKoioK5+veHPv5g9XjA2e3QJ4FaXC5YHD0RWauLaHGc4Xt290nWtUgqseU57ljkDRkC7zbt/dd0yz9Rfucd4FVioHD8eFhcLgR0n9MxcCAC9fXxdFdVY19Hfr7p+mnI7K/BcRzWDmOsxSRJeYjBu91wp4gKWjKop/IMGgSnywXebjf87Tnz8kznKOk+p+RtS7ke5B0OiGnEU9k/b4Hb5KGE45JL0PyE9gG+lPjbZmHJz48L1rY22FQipeSyS5nn8CZC011aitzLLwcuv9ywL5OUS2dBofkcdde05XpQdt5fmceyENQRtsSP53Q4gC62LjejW4qn0aNHY++991Z+1PLycjQ2NuKXX34xFU/Tp083bAtm4xKzE+E4Dk6nE6FQyNhfgyAY0D1DZMuuumcijU2a9/5t2yCauGpJ0SgCK+I1MdbevQGeQ2y7sc4o2NICq9MJSdWwMtbSimAwiLAupS3W2sr8tz2oqvsR3alTuQSfDyFVREt0uyGqnMwC1dWou/wKxCorUfb447D17weJUb8QaW3F1ksu1WwTvV40ffutxpQAAGKhkMGBL9bcHP+MulojKRJBNJH+xhcUICQIysI6xujb1KaqG4rY7RBYBgcA2n77DRFGqp3g9yMYDCKqirAU3XYb6q67zjA+ELeg1kcUObfbtO+R5jiPRylml4JBhHXik4XkyQUrvynmzkEwGISYQRSj8O670HDX3YbtBVddhShnXuEgRKMQdE18ASASCiKmEshSsVGwSk4nOLdxsSi5XMxoV/6ll6D1lf9ptsVUdUOxpuTfHldUhGAwiJguKuOdMwfIz0dM9VuGOQ5cMAhB9+DDMnAgkIgeBlS1ZDHE108FV12FluefV7aXPf44wuGw6QMasbVVcX7k8vJSrsEkk9+s5J57EJg3D9a+fSD27x8fg/G3F8vNNR0/omuGFNmwMfV60OEAdH9X1j59NH+vgsWScoweL72EmiuSLQJcRx5pejyflwuhsRGx1lZEVH8zUUliniMxLNkBICyK4HZgnRvhAJicL/Kc7n3qz28YW/XfILnmKRQOZ+feuJPIJLDSLcUTx3GGD1daWoot6Z5g6uhqi065izdBZArdM51LaNkyND7wL1jLy1F4042wDxrU2VNKS7p7Jrp9OyxFRe0qtJeiUU2fHSDuNGd2vVhTk2LiYNtrKKKMxp8AIIbDcRtvVV+f2NatEEMhY9peWxtEQTD0eBFUxkNcAdvKXBnD79cUtnM5OeBV6STe995H6OefAQAN99+HHi++qEm7UsYJBJjudPW33mbYJgX8Gqe4+GdpjbsE6gSiGrnonnM4IIVCSSc3EziPx/T3qJ12teJOZ+nRAxAECPX1EAOBxPev+k5MGvgWXHMNQsuWacQTn5sL94QJ8H3yScq5AYClV0+ElyVTIM3qXdTw+XnM4nu+sCD+WTOoW+HcboNLWNEdtyPn5JMRXa/tH9bj1VdRc8klAOJF+qwaOEkUle+Lc7vBMezzebcbHMM0wVJcbJiLY999me506vPl/mQAwDld8b91wxmA96OPlJoqS0kxYLVCkiSD+5tt8GDldeiXn5M77DZIkoTcCy/QiCfrkMHKveU88ECEEv20WDhGjkz93y5GDyQAcJ98EnJOPUV5L0kSs+bJPmKE+fi6sR2jR6eci/7fksKbb4JQXYO2N99UtkWrqlKPoaszzLvkYtPj5To4ye/Xtjuw2djnmNmpJ37X9sI5nObn669pt2d3LdVvluzz1H3WM13aMMKMuXPn4g1VAS4A1NTUoKSkxOQMgiCIjkWSJDT9+0HEtmxBaMkSND/yaGdPaYfxf/stqk6fhO1HHImYzjY7E2J1dYbeNoIq/U2PukmppaCQaTAAQDF00EcuAvPmG5u8iqIiZGJVVQguWAApFtP0OjLrA6VcLxiEoDJ04HNyNPbR6vqm8C9xowPFjUy10DJrkssSWrHqGkNKlhSKN2tl9ZtS5pZIQeITizO9AFPDeXKUWpKc005jHiOn81h7lINL1MDIIkCu7eHcbtM6oJyJJxuEN19YCMeoUabzUuPcb7+Un4GFJT+fWRxvKSyMzzeNeJK/F31voNzJk8E7nYoltoy1X9/kG0FkN04WkuKJd7uZDUM5twuWPJZ4KoIlV3u8tX8/WPv2NRyrEY2q/ltysb+lhG2sJSZEtjXROxNINGpOjGcfPhyO0fsmP47KEET+PvX3gPrvqvie/4N95Ei4TzwBtqFDDde3pUjljV+DnbbHEslRRnNsVoNcZZ9u3kV33pFyLvq/P9ehhyomDcljUten6T+vJcV6VW1yEt2UfKBkM+kfZWblvqOYmW4AAMdrPz+r4W/KsVVpmd2xSW63FE977bUXtm7dip9++glNTU34+eefsWLFChx66KGdPTWCIPYQon/8oVkcR9at7TZPzSIbNiD088+G+TbcfIvyuvLEk1I2eWXBipCIzeaREHU0iC8sNKSyycgmCKJOPMUqK5iNSEWvF2IwiOq/noe6v09H29vvQGhtSV4rg94/6gU87/FoHbl0rnPRTZsV8aSODoRXaG26U11fNPmuK04+OWU9EZ9YfHNyKmKK/lq8akFeeP11pscBgKW8h1JXJfl8iFVVKfVAUiBguri19uhhSEWzFBamXSwr5/fpA/cxx2R0rAyfXwDXEYdrhKttr72UqBxT3OjmDMQbzjLH15mDqI0VJFHU1NMp2yVV5MmTw3R0i6xeo/lNlPELCgwLfD4/n+1iZrUyXcrk8239+8N90omMT5U4TvU7WkpKUHzHHcg57TSUPHC/poeU9pzkQrn00UfAFxYi9y/napzibL16oecbr6P0X/9imj+kb6KauRugHveJJ6Tcz+vqqTK9N5V5uN2ATjzknnN26nN0n0cW9sz5qaKOmn+HTL4zVp1eR5DSZVInYs1s7k3HVkee2CaeXZpuKZ569+6Ns846CytXrsRzzz2HpUuXYsqUKejLeCpDEASxM5DTtmTEllZmilZXI7x+ParPOx+1V16FwDepi+gDc+cqr2N1daj7+3Q0PfxIPB0oEkHTww+j5uJLlFS96Dbjf8QzjjylWExI4XD86arOhltoaWEujMW2NkT/3KBESlqefFLbc8cs8qRahEY3J63AuRyP+TkAqs48UxFU1vIy0+OU+WXRH0dSRdYsvYwuVvLiO5M0S2tZcm6sSIjm2B49YO2TFBPejz/WHmA3pkrlXXRRfC66hRRfWADb4MxSWnl3Dgqm/525r+Tfcet7Xpd2ae3bB7Z+/VBy/33IPfcclP/vFfR89x1lf0xnmuA66ijt+T3i6WrqCIl1QH/lNcdx8Ew6HQDgOessjUjTNybVbJcjTzke5sI3unmzIn7V8Ll5hoWrJb8AHM+j6I7blW1lzz0HjudhYdRTcc6kQCh94AF4zpxinCMA54EHaN57Tj8NJf93N2wDBsQFH8v9TLXwdR99NPp8OwdFN93EHD8+eeNSk8/N3u7czCLdttdemvd551+QepziYiUlMX/aVWkd3py6B/O8223oAWfJ4IFM/tXT4uONHZvapl1Vk6mOenFpajXVOMYY+1mpcR15ZNoxUvU343S/qSWDf/c056vd9rphn6duU/N0993aQs5hw4ZhGKNvAkEQxK4gVmFMMYts3ARXB6UPS7EYpFCo3T1VlHEkCUJDgxJFaHn2OaWZo/fDD5FzwvHmJ6vESs0llyp1LI6RIxCtqID33fcAAE2PPIren4xDgOFolqoGR1CJCF7u2cL6DKGw0vNIjdjcYujRBLD7MAXnzktey0RocDluRazI6XhAIiUuRRqQGr6wKJ7SE8vscSrncmVcJG0pKoJQVaXZJkc0MulnpE/DyTllIvxfzoRt6FBE//xTe63ycs33FPlDu58VGbAkIjSsyBOfkwPXEUcg+OOP4HNzYe3fD5HfVxvn6HbB1rcvnIccgtASlbW3zYacE46HbfAgWAoK0Prqa/C++y6svXvH06gA5Jx4InJONEZZBN1DjaKbbkLl/PnJ+SVqfZwHHADX+KMQq6hE6UMPas+5807kX34FLD17aCKBUiTCtLEW/QHlON7tjhth6HAdcQQzIsXn5kIfP7QlLKs9p54KSHFx6zrk4Pj8S8sMaWOG1LSbb0Z4xUrD75x7LrsBLZBIfWNEPfW/fTrxoU/xAlL3VgKA4IIFxnNMIi95556LxnvvTV6PIdY08+E49Hj9NUS3bmX239KTe+45CC1alDzf5TL2H8vAlKTg8suRc+KJhtoyPZrIk0o88QxzETNKH3889QEZZEmkSn3UW5Vn0w8L0KXtdUPx1C0jTwRBEJ1NrMoonqIbNzCOzB4pGkX1eedj+/ijEUj0YmkPot+P2qlXovKEE1F77bUQQyFNWpe6uScrb152EYts2KAxAPDNnIXIqt+V97EtWxBctAihpfFonDrdJ1XaXsaRp0iYXSdUyzZSEL1eg3OaOjpg9tRX0tdPqeaWrk5KGdvjAZ/FE2KbquYkeUF2ATjPSFuSa2b4FI1vZVxHaiMuxffcg96zZqLk/vuM8+rTWyPc1Yu44vvvY4p6ub6G032/fEH8ty26/TbkT52KsqefMjUHkQWbRefQKC8o7UOGwFJSgsLpf0fpk0+g/H+vMPv8qMm/8krNHK29tItXeTHLWa0oe+wx9PrgfUMqF8dxsPbqGe8rxPNKREZt0qBGLeA5Tw5TYBTdcgtT9PK5HoP4sY8YER/LZkPulMlwHTYueTzDel6fmsZZrXCPH288rh2tC7JdKLMePKRL22M5M5qeo/v9bRkY9/BuNxzDh2fUV8ii+35ZooJVi8XC1qdP2mPVDy00tWYpolVqHGPGpP33KlUdZUbov4MMxKMadQpmd4w8kXgiCIJoB+rGo8q2mpoOGTu8MvGEWBRRf/0N7a6lanvjTYSXxSMooZ8WYfsVU5PGBgAgJqMjIqNXjVAXFyfNj2mfYkqRsCG6U3fNtYowc4zeV3nSrk/bU0eQ1BbPhjogdQf6MDvyFDZx84pWVBgay6rhnE7knnuO6X7tsQ5wHk/8f07zNBYZPjc340UOkGgqqsNSxk6BYaXRKGl7KQSbfZ99UHD11UrqmTIex8HaowezeN3at6/G8U1usAokIklutyGVUR5HCmrT2OTFp7WsDAVXXQnHqFHsVDckF1V6gaNPWeLsdriPOEKJqKYi5/gJKLzxBhTddSf66JqVAkgbCWCSiG7EtrDrTUSd4QgLa6+eTBHK5+Ya7jWryT0BxJuZ6mHdK/rIo1kqnxrH/vsbx0kjVg1YGZEnRq2XGkkwRm5NU/0kbZwu6/mlwVLI7oumIUvxkAqz9LyUNUjq4zIQtxGV9TyLdPcGp/tNMxWPMuoHWGKMxBNBEMRujyRJiMnpU6r/UAm12TvUsdA/lY/8/rvJkanRWwUHfv4Z4d9+U95L4YiySGGlukU3xg0xQosXa7ZzHM88XtnvcisLZnXaXuO992L7EUei7e14PUqqyJM6yhL6ZRkz8mRG+Nfl5jttNnA2GwoZvf/UEQplXiWl8WgDx6V0yJKJR54yF082hngyq5tiiTe5ZoZVOyNTfNddyL/8MtMoA19QYFj8WcrKTAWZvODXL2YtRfHIk/7Jv6WH0WLbDPm7s+sc2rL5TvVwNhvy/vpX5E6apGyz77NP8vXwdpQAsNIyVQtI9d+H/D0W/TNpyCJHS8zEk2TSi4sFxyjWZ9bo6aIFTAMKHfmXXWrYlqoWhgUzbS9NzVPehRcaxzGLPAnmJikdASulOH/qVM37bMVDyuvlGH9PS0mJeRqdXiztoHgsuuUWFP7tb6kP0v+mWX5+zmZTRLVE4okgCGL3R2xsVBY3ztHJwlyhHfbeLCK6uoTQsmUmR5ojxWJpny5CkhRTBZYYCq9ciZiu2SmQcBhTNdnUw7tcsBTFxZDk80GKRCBFIvB9+hkgimh+NG7rrq5F0YsndVqHf9ZMg9NeKswswuW5AfEFoL4QPO+vfzEcrxZMGYknk8iTfrElw7Kfto8cyTyWtaCUF8l8HjtNx3X44bANHWI6XwBMYcg5ncxFHJCsr9I/Cbcm3OrcR2mL0a2lRjGYP+0q5XXu2XGnMtfR45WFuZymlpxPdgv2dBTfew/yLrgApU88zhSw7cHaM5lqqKlVSURVPWeeifxpV8F50EHo8/VX8X168cTz4NzueC1OYhGce07qKCkrnZNnpMF6Jk5UBJR9xAi4jz027WdiibtMIyDJQRhpe2lqnliizda/P+NIdGjUh4X6+7Um7MJdunu8I6NdrH+LzZwPAaBA1XwXADiGmYsBleByjT8KPd58A57Jk9Hj9deQe87Z6d0QLTsWeQLivcgAdeSp+4iobmMYQRAE0VWIqexjrX37gv/zT4gtLe3qjcQiukFbOxVeuTLtOVI0Cu/7H8BSUoycE09EdMMGJTXKPny4qZCK/PknXAcfbBpJCv74o2Gb6POliTy54sYJCYSWlnhhvXq+koRowmLXUlpqeJrtPPhg+D//PLG/TFMDwXk8kHRphs6DD0Zo6VIAQKxC64SlmZuq6NraR9s3hc/NBefJ0TrclSZFRSYW55aiQkOUxD5qFAquuhL24cNRf13SIpwvKmJGjOyDBsNSWqqxKS597FGDoACSIkPvQAcAvT79FNa+fTKq67CWlUFQpZ1yHGeafqikuamKxq19+yoLSN7jgaVnT6VOztKzh2GMvPPOA+dwwD54MFyHHYb8qVdoFvzW0lLYhgxR/hY6KqorYx80CPbr/tGhY9qGDFGMZITq5HcpC1OO5+MLXdViVy9O+NzcuJjNy0P5M08jsm49PJPPSHldvUEHwK4htBQXo89330KKRDJKdwTijVL1ZGtiw0w3TWNwoheE1v79kXcB20XPfczRaH60AGJLC0r+9UBWc8uU8v+9gsDsb+A568z4/HR/G9lG41JiMS7NU6Xi6dMxM7INV/17bO3TB44RI+Bg/PtiPketIGalWWZKxNuxaZa7Aoo8dXMiGzciatJYkiC6C5IkZZWm0tmIqlQ0S3GR0ttHqK+DlKLPTqbo/6bDK1ZCYjh6qWl68CE0P/YYGm67HcFFi+BX1Xa4jzXvmyO7WqkjSfbhw5P7dSl7QLz+JdXvxbldmiJrsalJszAHgNi2bcmGrIknymorbvuwYUq6l9DcHHcvS2BjRGsKrrnadD6auTmNT5HVGBp/liQXmZksSqwDBmhqhYDkU3bbwAHasUtLmelonMOuMZLg8/PhHj8+LoJUT9md48Yp82U9ybeUlmQknAAwG5mynibnX35ZMnqn2q9PEyt79BE4DjwABdOnMxfqvNuN/AsvhOuww+JzLSoyzDXnlInK62x7P3UGOScknf7UDZ/VAlwPl5OjsQNXP/F3Hngg8s4/L23KoqH/EceZRnYs+fkZCyeA0fyU5zPut6ScohNK+VdcntF58r+rfGEhen38ETPCBsSFVq8Zn6Dne+8x3RY7AueYMSi65WbYEympehOJjkQfuQVSi6fQz9r0bP2/P+lol2mI/t+GSPaNetUPwCK+jkt73BWQeOrGBJcuRfVZZ6P6rLMQ2ch2LiKIro4UiaDmvPOw/bgJCJk0Fe1qqB2QLMXFyWLumKARVu1BEkVNLRAQrw3yz5plek5023b4ZsxQ3re9/Q78X38df2O1wHP66SZnArGt2+LX8Cb/Q+ZMWCADQHDefMM56eBdLlhUdQJCU5PBTEMdCZMXc6UP/wecxwPbwIHInXyG0rxU8vk0vZGsvbX9juzDhjGFEHNu6kaerDQgXfNX2UEOyOzpqq1/f0OtkNxTSZ8aZykpUeqE1HButyaSpG6g23f+PNiGDIFz7CEoufee5FiMGpds0qtyTj7JsM3K+H7UBgLqBaRePNmHDUOPF19E/kXGVMNM8Zx2Ghz77QfnuHEoSPTI6aoU/9/dyv2qJ1W6J8fzmoVxqn5iZhgiQZLUYTU4+ogKn8N2DkyF3ORaxpKhQUfZM08j/4or0ON/r6S2zUb8/rfvZXwAsLPgc3PhOesscJ4clPz7Xx06NtOBM4V40qd5m5mxqFH3OrOPGpXx3BR0NU9SLHvxpMZf44DUjdL2SDx1Y3yJpoVSKIzGe+5NczRBdD6izwfvJ5/A+8knSuTCP3s2IuvWQ/L7O/0+jmzYgLq/T0frK/+L91kSBPi/+kppAisjNKkarhYXw6qKmITT1RmlQWxtVVzr1DbGvi9nmp4TXqkVnaGffoJQE3ebc4wcBUtxsenTYvkJuToNzz5iBLMha6ZwTpfGPlloakKjzjo88scfyeMTiz/H8OHoO+cb9PzwA3B2uyaNS/Mkv0xrQGApLY0/sWcs6vSW1+r6FoeqXk2Zq66PkrqZpN7OXX4ynrxWebynjy6NSo4C6CMIjn2Gw9LLuJB0jB4N16FJK2r38cleXLzLhV4fvI/yZ5/ViBe5x5KabBa5lvwC47bcXPR96SXNNnVtVeH118ULxXkehR2cAgfEG4/2eOVllD/9VNoajM4m55RTTP/GWL+NGnUUVy2UMyXd+DuCXjyx+lWlI7L+D81755gxGZ1nHzQIBdOuMq916mSKb/0n+s6bh5wTTtjp10plCKPH/8WXaY8puvWfcB15JPIuOB+uww9vx4S0/7a4xh2W/Rh6HKnr4LoSVPPUjVE//Y78/jukWAxcIqVDikbR8vzz4CwW5F95ZYc6wRCdj+j3o+nDD8ENHcpcAHZV6m+6WWl8KdTWomDaNES3bFH2x1SvO4OW/z6F4IIFCC5YACkcgm3QIDTcfgcAoPSJx+FOLKSFRnXaXjGcBx8E7/vvAwCCCxbCfcQR7Z6D2p3OfcwxCC1ZAqGuDpF1ayGJIvMJbGTtOsM2GVnY8Tk5EBh237GqKkiSpLVWzs2Fe/x4eN95R3Ose8JxCMz5Nu1n4Fwu8Nbkf+z1wgkAIn8m67rUT87VizX1dvn7BQBbP23aHp+bC85mi9fZ6MSPrV8/Tcqg3GwUiC/O8y65BL5PP0XRTTca5mjt3x/2wYOTG6Laui19kbit/4D4fHSRJ7OFj/uEE8A7nbCUlCgGA5aSElgKCpBzykQEfvwRse3bUKAyVzAjVUF5Jlj79VXqlNS1JZ4jtAsrtUuabcAA9J75JSCKplGXPYGCf0yPR5BMIn3ZiJtU9XpmZFKL1170US2BYSCTDv3fif6BRncmXUSso7CWpXCs1LeyyGBO1rIylD2RppFuCvRNjPWtBXZ3KPLUjdGnwajTWlpffx1tr76G1pdfYRZ8E12fyMaNqL7oYlQcfwL8s7W9SVpeeBG1//o3aq++BkI7nlQC8SL+tjffRETVv2VnEl6zVhFOQFxkAFAiJJ2NFIsh9PPPynv/t99poj31/7gO/q/iDlkal7iiYjgPOURxxgouWNDuvkyArp6qqAj2feL1R5LPj1hFBXPscAorc3mhYpYzL4VC8H/+hdZaOTdXIzJk3Mccg4K//z3tZ7D26a247ZkRVaWamDV4VdcnqbEPG655b0uk67AcryxlWlGhb35a+Ldr0efbOUqtRM5ppyn7erz6P82x+rqzwhtu0KTTyAYL+tQrdd+WvIsvAhB3wVPqJ9RpTInPwFmtKHv0EfT64IOMnrzr3dUKr7/O5Eg2nNWKHi+9iJKHHtQ44Rmuo/ts1rKyPVI4Fd12q/LaeWDc8ltfuC+TzonNMSb5AKzw+uuznot9r700Dx1KHnow6zHM6AgXuZyTtCmh7amx2dPQ93pL6aCn63NVkM5mvANQp3m3F7WraNvW7OroOhsST90UMRAwPAGSm1FKoojWZ59TtgcXLTIfx+9H00P/Qdt77+3Qgo9F6Oef0fTww4hu396h4+4ptL70MiKrVkFoaEDzo49qfp+2N98EAEjBIMK/ta9OqPnxx9H8+BOouexyxFI0FO0oAt/O0byP/PkHxFDImK8d3bHc6UyJVVUhkrC0liQJwUWLNOkzQk21oQt78xNPQopGteKppBi82w3nAfFaEKG6GjXnX4C6669X3OTMYJlAqJvKWooKNeYNVZPOQOVJJytiSYpGUXXOuYisWmV6DatsupCiFqvxnnsQ3bRZec/n5SFnwgRmXxh9o1UDPA/7XnultSJW27qbuXcZitUTWHWRp7y/xC3G3UePN05H14xT34MI0Ka3Fd1wPYruuB29Pp0Bi+6JfsHVSVOKvAsvhOvII5R6pjjxv1H9U1i1GUfB3/6GXp9/htLHHk1+HlUfpFQuhqnQPwFX3zeZYu3VCzkTJhgWtz1eeRn2YXuj4OqrdZ93zyX3zDPR4/XX0OON1+FIPOBgGRrkTJxo2Kan/IUXkHv22ci79FJ4pkzOei6WggKUP/88im67FX1/Whj/2+1ACm+4QXntHDcuxZFscv/6F3CJByTFdxuj0IQRfTSRs5nXPOlT5nJOON7kyI6jI7KZ1EYqgXpHh5gt7SpIPHVTWNECuQ5DH/YX28z/Y9zy7HPwvv8+mv/zMPxfJvNkheZm+Gd/g+DSpYYIV6yqCm1vvZXS5U+KRlF/083wvvsemv7174w+k57o1q3wfvRRshnpHob6dxQaGhBN/OairllodPNmtAc5L1oKBND64ktpjs4OMRhE4wP/QsuzzyoW1QaBFhMQWbMW0W3btJvbkRaSLdFt21E56QxUn3kWAvN/QM1FF6N++j80x0ihMKJ/aHP1hfp6tL7+OsSEeOKcTqWORZ03Hlm7FsF589H4f/fAjJbnnsO2w49A6+tvxMdua4PQ2gqhOSly+MIiQ1qmUFeHmgsvgtDSgsAPP2giOGp3Mhm5Lkf/Hya941X411+T5xQXg8/N1TQSBeLpeHpBYUgREUXwLhez/kPdu0YzhFkdhch+oKN375Kfjudfqu0NE7cC1y720xlL8Lm5yJ08mdn7xzFyJMqefgqljz+Ogul/j4sudV1RYr5qhz4AyDk+uZjlOA62Pn2UFGsAGtMIvQV7NpQ+/hhgtcDauzfT1ry9OPffHz3feQf5l1/WYWPuDjhGjYJD9fSc93hgG5LsqcUXFmYUAeRsNhT98xYUXnuNqaNc2rmM3he5Z565U6I6uX/9CzxnTIJ91CgU3Xxz1ufzLhf6/fAD+v+6DJ7TT0t/AmF0WEwRecpN2KfLmLUY6FA6QDw59z9A8z4wv/tkSZF46qaElv5s2CbXYejFU2zrFgDxotTwmrUQE3UPkiDA++67ynEtTz+jvK6/4QY03Hor6q6ahqrJk5Un8NEtW1B93vlofuxxNNys6pauI7p9u/K0NbRkSdZPFELLlqHqrLPQ9K9/o/baazs8KtYdUPd4AYDg4njKm75fT+SP9qXdqZtORtauSXu8GAox3cakWAwtL76I1ldfVX4n77vvwvfxx2h9+RU0PhB3IhIbjZGP4Px5mn4TgNZIoCMQvV4ElyzRRJVaX3wRSER96q+7DpEUaW9AopFpYpHc+uxzimBVO7G5x49XOqbLhFesYH4eSRTR+tLLQCSCliefROSPP1F54kmoPHmipqeTpagQzv33Zza8bLjtdsQ2b1Hec04HM+VHTqkqvvWfyjbPlCnI1zVWVMbxeJQFmHO//bT7EqlBakHHavIKMOyTEa/xsQ8bZpxjolbIgMh2tzNLJeI9HvT9YT5yTj8djjFj0ON/rxjqjbgdbKjpGjcO7qOOVKJV6pQk17h4013H6H1hHxkXL56zzoJ9771TjpkuSpcp7qOOQp9vv0XPDz+g1KhOoud776L37K/R/9dl6Pvdt8x+S90NjuNQfOed6Pn6a4Z6Q2LnoP/3M7rRvPG3vklwewV4NnRE5Cn37LNUA0pwH9EBphO7CBJP3QAxFEJo2a8QVU0i1bUjynFy5EkXEYpu3QYxGETl5CmoOf98VJ5yKoTWVoQWa8cQ6ushBoMQmpo0qWBSKKxYSLe+9LLiBhRZu9Y0FSiqs06PbYmnLwlNTag651xUHH+8knqmHFNTA/8330AMBBD84UcgJijn7qj9844gxWKov+WfqLnsckMaV4dfSxQRXLgQgXnzDOJJSERu9PUtqcwCAKDx3w+i4sSTNOmbkiRBiiUXpgYb6Q0bNPb3kU2bUHH8Cag89VQIqto6APDNmIHW519Ay1NPI/jDDwCSQg8A/F98EU91UznUKfu+mWPYFlLNM7p9e7zHkU60SZKUcVO+2mv/hrppV6PxX0k72VhVdr3R8s4/D7mJ1DA16oiBtVcvlD39NHJOPUXjSBWYH7f6jm7ejMB330OKRAy/bfW550IKhSAFgwh8PVs1fhE4q5WZhhNavBjh1auV9z1efRWWggKDS54cafGcfjr6v/UmevzvFRTffpupiFDbKjtG76vZJ6eGqVOL8s4/H2VP/Vd5L9fL6P8D7jnrTORdeIFiuqHMb8AAJe3JgEnkCQCK778Pjv33R9lzz2q28x4PSu6+Cz3+9wps/frFIwMJoZN3ycWm47WX/Csuh3vCccg59VR4Jk0CEF9Y9HjtNfT98QeNaDWDz++4VDhLXh4Jp06E4/ms+igRBAt95NuhywJIRUfUqaXFuuPiibPZMPSWweh7ZCP6HN60ww+2diXdZ6Z7KNFt21B71TQINTWwjxyJHq+/Bo7jmKlayciTdmEoBYPwfTJDqZESm5sRWrQIftUiTSZWXY0Yo05DqKmFFIkgkFgcy4RXroTz4IPh//JL2IcPhyPRLyC6QSuewmtWwzZoINreeVdJM2p+/Am4jz0O1l49EV6zFrVXXgnJ74fnrDMhBbSuYFVnn4PeM79kLgrEYBCc0wnJ50Nw0SI4DzzQ0MAuvHYt2l57DTknnJB1s8XgDz8gMCe+yG/8979R9uijac5oP/5ZX6HxrruY+2TxEV6lFU+xrVshtLUxaxGilZXwffghAKBu+j/Qf2lc1IherxJ5AQCxpRViMAje5UJ4zRrUnH8BYLGgx+uvwbHPPmh55hlIPh8Enw9tr76KwuuSqShN/04WJ/tnfQXXuHGI/K6twREaGhR3SEt5OcS2NkjBoCII1cgiL/D996i/8SYAgG3vvVH+/HOw5OdDDAZRO/VKxCoqUPbM0yn/oxKrrVXqgfxffImiW24B73ZrGq7K2EeNQsFVV0JoakbjnXdq9jn23x+OAw4wuM/xOhct18EHw3XwwYhOrUTVqfH0lPDy5YjV1aH6wosg+f2wDx+usTZPhWz37Zl8BrwffGDYH5yf7MEkR4Cs5eWK4xznyVHSPziOg+vAA8EFgykjufa99kpen2FfDQA5J58MobYOUjQKz2mngrPZ0PPDDxDdsFGpO9I/OS289lpwHAf7CO3v5TxQm7qhRjKJPAGA5+ST4Tn5ZNP9Mo5Ro9DznbchtLbCeeCBaY/PFj4nB6UPPWTYzvG8xmo+FXZVg1qb6vsnCGLPJP+ySzUOo57JZ5gem2mPu46Es3SMfOA4Dp5e8awQoxds14UiT10c3+dfKDa7kd9/R2zzFojBoBL9UTsfybUS+sgTAHjff0/zPrp1G9NIIlZRwTQgiNXUIPTbb5B09TbhlSvR+tLLaHrwIdRcMRXRRMqgPvIUWbMGkiQpbmUywcRivvX555SxfR9+BP9MbU8bsblZETBqAnPnYvtR41F7+RVouP12NPzzVtT9fbqyX4pGEV69Gk333YfAnG9Rf+NNEDNoIKf5jKrITnDuvIzPkyQJTY8+hpqpUzM2zWh76y3TfUJDIyRRRPi33wz7zNLOYup6IrVYYkTy5PvM+17iXhEENN53PyRJQmjRYuW40PLlqjlpI3FCYyOimzdDCmmbIsZqapR71lJaYqil0c6jFmIwiIDqu46uXw/vO/EUU//MmYisXg2xtRXNjz6mObftnXew/bgJSlRTfy9XTDg+XsfH+D08p0yE69BDDW5sfEEBbIMGwT5okKH+yFLM7jJv7dVLqTUK/7YCrS++pNzfkbVrEfjuO9PPrxk/kfJj32svuI89Nr6N0XDTUlKiiCSryrnNMTz100pWs8o8VYTNLCLC8TzyL7sUBVddqTzltA8ejJwTjldc/fRpHbKNs/PAA+E64gjwublwHXWUafpg/DrGp5vtsWW27703XAcfvMtshbPFceCB8Ew6HbYhQzSNbwmC2DOxlJSg+L77YB85AqWPPJwymsQ7nejx9lsovPkm9J0/b9dM0NZBsZduWpHRNf9LQijohVDghx80KT/24cn6AaGuHkJLC4JLlxrH0UWjQst+ARiuZrHKSoRXGMWTUFuD2HZj/4noli1oezux4I9E0PLss4jV1CDw/fea48Kr1yC6caPBITC0JD5Xdc8XM0K/LFNei14vfJ9/jvobbgRiMYSXL1esryNr1ijphA23346aCy5EZF2yLqju6qsRXKhtepoKsbVF816f4maG79NP4X37bYR/WYbmx9P3UxD9foNBgZrw8uXYNu4wiM3Nhn2hZb9q3kc2bkTzU08jMG+eZrtce6Z2dJORP5c66hddvx5NDz6o6Vgu1CcFU2SD9neLrF2rcVFTxvnzT6UXhaWoGHZVUbWMVWXHLNTWIlar/Z6jmzZBEkVNxDS8fDkC38XvNSkaRcszz0JsakLz408g9OtyhFf8pv38wSDqrprG7MAuCzr7UO3cnPvvr9S3qNPTAMBSbBQyQPxpmvOgeJRDCoXg++QT5nEyrJomPi9P8x/MkoceRO+vZqH85ZcNx1oHJL+7vEsviRfzWixpG5eW/fdJ3UAWpVYHMNpS7wic2oL7ySfQd/48lD3+WMoUp7yLL0oWJlutsJQUG+e8G8BxHIrvugu9PnhfE/kjCGLPxTPxZPR8442MsmUcw4cj79xzd1kzab0pToeQRVPvzobEUxfHIDYWL9akOtmHDlWexEY2bID3ww8VtybnuHGmaSNhlRBRL5aimzYjnDAksPTqpdzMgW+/Q9MDDxjGiW2vUGqTACD44wJUnX2O4bjIqlWoZmwPzJ2L6LZtzPQtPer6qqZHH0vpZBZZuxZCczMC3xqf8Id/W4H6G2+EwBAhkiQhVlWtMbiIbdNGKdRRNSkWQ3Dx4rjNtSoVyvvRx2i6737lfXDe/Hja4/z5qDrzLFROnqxxmZMkCTWXaJ3C2B8saa7Q65FHlIWl/4svFFc7AKj729/Q9uqr8H34keZ0ob4ege+/Z0cdE+JJbcMNwDhGXZ3i+KdPH5WCQYOQA7TukJbiImYPIed+Y5Jzqa3VNDYFgOjWLag680yNKxwA1N90E4JLlyKyfj0kVRNY3xdfGMRdKuTUKUPjU1VKld4VTu/6pibv4osNjkSOMWMUy16Z/GlXoc/XXxmicbyuTxLH87CWl8PWry/cJ2o72rsOPiT5OQYNQu/PP0Pvzz5jmjOosQ8eDOfBByevYbNrIkadbUtt7dEDvT78AD1eew39lixG79mzNe5mBEEQxK4nJ5EJAWh74+0pkHjqwkjRqMGmO7R0KWqvTDYwtJSXK08qxcZGTVpZ4T+mIzdFnqyMa+xY5bV/5pdKRMp54IGmaUky+vQ8ye/PyGrXnqiNQiSCqknp5whoF+r+zz9PeWxg3nxUHHuc6X4pHDY4FkrhMOquuRaVp5yCpkQNgyRJiG7SutxEt25V+vPU33Aj6q6+BnXXXAtvIuVOaG1FM+PpeOjXX9Fw552IbtqE2JataHn+eWWf9623EFUt9AtvvhnOcePgHDcO9mFGpy7bwIHIP2UiXIfFe24IDQ1ovD8u1oTGRtPGs82PPIr6G29C2yuvGPbJYkVvHW5AkhBZE3fnU/cGkml7/XXDtuCSZDTUUlJq6LXDuVyw751c6MeqqxHTfYboho2K8YieuqumoebCi3THbzAIXzOchx2maSKbd+GFymv3cceyTgEASJGw6T77oEEouv02zbbc8/6KHq+9hsLr/oGCa65B+csvo+CKK8DZbAahYyk0/9sr0T3IcB1xuOa9tWfPjDu+qx+wqMUnEHfXcx1xBACg4G/XZjSeGrnHjTxGe7ANGADHvqPAcZymHxNBEATROXjOnILcs89GzqmnoOimGzt7OrscEk+djCRJCP7yCyqvv17Tvye48CdsG3dYWnc3S3k57Hsn0zwi6+L1OXxeHmyDByP3/PPTzsExerQS6lXXqjgPOgjWfuzO9g6dhbEZzLQfmw2l//6XUgORDrlfiVBVhYY778qoD5Dv44/THhNa9gui27YhMP+HuHX0668jtHhx4vxPEKutReC774yNUh95FFWTJyO8YiWCPyb7ErQ8/wKExkb4PvkEkk9bGwbEjSfU24Nz50H0+RBeswbNTyTFVv6VVyL3nLNR/vRTKH/6KVj79DGMJYuP/EsvVWxK/V/ORHTzZtRcbl5DkqrWJlZTA9HrZaYF6qm98iq0vfmmQViaIageAjgPPMAgnqy9e8GiahQaWbNGU6OlJ+fUU9Hro49M9wNAZPVqJYXQse++KLrtVsMxxffeg+J77zXUmeRdfBFy/3Iuiu66E/bBgzX71I1S3UcfnXIOuZMmocdbb8Havz9c44+C+8gjYR80CHkXXID8yy6Fc//k35HGthVIaXHMcRyK7rgd4Hk4Dz10h0wGXIcmH554zpxi2F/6+GPoPWsm8i+5JOuxi++6E+UvvYTS/xgNFQiCIIjuCWexoOift6DknntSZmDsrpDbXifT+sKL8Z4zALzz5scbUw4ditBvy4EMrJitZWWQ9jJGJux77w2O42AtLUXu2WfHnbrsduROmQzvu1rzCGufPrANHqQprucL8uE+9hhAkgxpUkDc2SusMg4wo/SRR1CrKgi3DxsGz5QpsPbqhdxzz0Hba8YohR7nwQchkrBk9s+caahjaS+B7+ci8M0ciG1tyDllIqKqnjkQRdTfcCOzNgaI15DV6BaTUjAI7wcfwPdFstmw+4QTEJgdr9Hxvve+9vhwGIHvvo/3bUqk/LmOPBL5U6/QPGG3JPr0qJEtPZ2jR6PgyivR8ky8R1fNFVPbbevu/+JLpXFuJjQ//oTyms/LU/p6pYLz5MRT12y2eLPURJTTUlwCa3lSPLFMS9TkX3YpbP36odenn6IqYQ+dCmv/fsiZOBFNjzyqSX107LcfbAynIktBAYpuuok5Vu755ymNSPXmEiwc+wxH7xmpa56AuCkE53Qq91y6hwS5kycj54QTwLndOxSRyTnxRATmzgNns6Hw73837Od4XukVlS2czQbnAfu3e24EQRAE0dWgyFMno04JkgIBCLW1CC5YYIhc5F1yCTxnGNPbbIMGwbHvKMN2tR1w4Q3Xo+ift6D8maeRf8klSqNLAHAeeiis/foZajkKrr4avNOJnBOOh3PsIZp99mF7a5pn5pwy0fBUP/fss9Hz/ffgPGB/5F9xOWC3I3/aVej5ztvITfSIKbj6auSefXZyLodorwMAhTffhIJp01B4ww2K9bHe/CLn1FPBF8QjXI4UtscA0POjD5Xu22JTk7Lg9385UxFoMpE1a5TICp+XF1/sp6H1pZeV9Dfn2LEoZkQ71DTec4/Ggrro9tsMC2GWHbOcDgXEowVy6lW2wsk+fLhpgWnO6afH63M4DrahQ1PmNbsOPxw5jHnqLVRdY8cqNUXqfUJDg6Y/UTRVrZLFojjK2fr1RfmLL8A6YAAAIO+ii5B3gTHaauvbD7zLZbA1b48o4J1O5F98MbP30o6Sd2lSkGeS6sbn5OxwKhvv8aD8madR9sTjhn8HCIIgCILQQpGnTsY+ZAicY8cq6WJm5E6ZAmuvnuAcdk0Eg8/JUcSAjKW0VNPQk7PZNCKl9InHEVq6FHnnnQe+sDDe/+WYYxS3uoLp05F75pnKuWVPPQUgHpnwzZyJgquuhGP0aAjNTeBz8+A5YxIgSQgu/AmxygqUPvSQ5ol8wbRpyJ861WhdbLWi6J+3wDP5DET+3ICcCceh9uprlEhX3qWXInfyZHBWK/LO+ys4hx1N//q3Zoyyp5+Ca9w4xOrqIPp8sPbsiepz/5K0ouY4JapTdNutsA8aBNdh4xCY823K71uPfdgwgOOYzYk9k06HGAppmpsC8XSobJxvrAP6M53H7MOGwX3iCcr4+VddCdfhyU7clvx8FN1wAxrvvTfjayljjxwRN4jweg37nPvvh8JrroYYCCgN+6IbNij1TmocB+wP99FHI7hwoWJJDsR7U7Q89bTyXi0Ics8+C83/eRgAkDPx5Hhzz+JiiGrDCosFzoMO0vx9WHv00Jg6OA88EL0/SaZpxqqq4J0xQ/MAwrbXUGU+stV78d13d0iX9I4k/6KLEN24CUJ9fcq+HgRBEARBdA4knroAOROOSymeCq65Jln8zeh7wnEcck4+Gf5ZswAApY8+ktL+13XIIXDpojyek05CbHsF+FyP4cm9vMD0TDodnkmnK9vzL75Yc1zZ49qeO6wxWNj32ksxvSi+5//Q/NhjcOw7GvkXXag5zjN5MgJz5yGUcIrznHUmXOPihgnWsjKgrCw+j6eeQuurr8LWry9yzz033oy1oUG5hm2gtt5GT8kD90NobUPzf/6TnH9ODorvuhO+GZ9CqKmBd8YMIBqFfcQIFN50E6KbtxjEkyPRkDPnlInwf5nsW+UYPRq5556Lhlu1Uam888zr00ruuQfRyy6DbeDAePNNXbQh57RT0fbee6ZW50W33IK2t94yWN/b994bwXnzmedYe/aEpaQE6l+OZakNxO28LQUF6PPNbGw7RFVDM2UKfDNmIFZRCc7pgOuwpOjLPfNMRP/cANHnQ+6UeK2NbeBAhFXiyT1+PKx9+2jFU19jDZhm3r16Ie+889H6wgvJ+cm/xcSJgCCCc7t2SuRoR+ES9YAEQRAEsbvDb1uYfCOa1zl3NUg8dQHMrHd7vPUW7MP21jR29Jx2GrzvvAMA8YLxBPnTroIkCHCOGdMuK1/O4UBhO9y0Ohpb794oe/RR5j6O51H2xOPwz5kDKRCE53R2GpmtX1+U3H1XcoPLBUtR0rmMZZMtY+3TB+4JE8BZreCcDjTdex+AeOqcJT8f+RfHHd1yzz4boRW/IeeEExLpYMORf+WVyoLdphKEhTfeCMe+oxH88UfwBfkovO468Pn5yN+8GaFff4X76PHwTJoEPpGWyPzsNpvBuED/3RRcPQ31/7iOuT/nlInIOe1URNas1dag7b03cs86Cy3PPmv8LlRpdDIFl1+OmoULjccmIlOczabUeeWcMhGWvDz0ePVVeD/5BI7RozW/A2e1ovjOO7TjlJdD7V9XcPU0hH75RXOMY/QY5mfUfN4JE5Tfwj58uNJAluM40/uGIAiCIIhdByepavuFiPmBXQxOUjen2cMIBAKdPYU4goCtBx2s2WQfOQI9XntNI5xkAt99j1h9PXLPnKIYBxCZI/r9qDrnXIgtLSh9+D+omz5d6VVVfPfdyuJaEsW47bYkIe/ii5m/hZ5oRQVilZVwjhmjqS3raDiOg8vlQjAYVPpLSZKEhltuQWDuPOSdf75iGe46+miUPfqIcu7W/ZN1YX1/WgjOYkHgu+9gGzQY1eeeq+zrt2Qxs6t5cNEitL39DkI/xRsNW0qK0eebb5T9UiyG6KZNsA0enHVanPejj5TUTPeE41D60EOI1dai8qRkPVX5Sy9lZELQ8txzCP64AEW33ALH6H2zmsfuCOueIYhU0D1DZAvdM0Q2uP+TbKkRvHYVJDe78fyuxK0rhWFB4qkLwHEcmu+9D60zZsB15JEovO4fsPbqxVy4Eh2DJAiQAgHwubloeekltD73POzDhqHH6691i+891X+gpHAYnMMB78efIPrnnyi45mpN7VXjA/+C7+OPDaIKANreex/Njz+O3DPPTNm7QfR6UTXlTAiNjSh75mlNr7AdQfR6Uf/PW8FZLCi+/z6lSWvt1VcjtHgJ+Px89Jn9taYnE5EZtKghsoXuGSJb6J4hsoHEUzekK4knp82G1pUr40/ru8HifXdCkiTENm+BpWePlKlzXYkd+Q+UJIqIbtwYr59iRC6laDSje1AMhSD5/bAUF2d1/fYQq6mB96OP4TricDhHj97p19sdoUUNkS10zxDZQvcMkQ0a8fSPDZDsnd8zisRTGrqSeKJ/bIhsoHuGyBa6Z4hsoXuGyBa6Z4hs4CuWwD73HvCjpiC43+Vd4p7JRDxRwQxBEARBEARBELsUsc8hCF/4FVwuFxAMdvZ0Moaa5BIEQRAEQRAEQWQAiSeCIAiCIAiCIIgM6BZpe7FYDC+++CJOPvlkDBgwAADQ3NyML774AhUVFcjPz8eJJ56IwSn64BAEQRAEQRAEQewIXT7yFIvF8PHHH6O+vl7ZJkkS3n//fXg8HlxxxRXYd9998f7776O1tbUTZ0oQBEEQBEEQxO5MlxZP9fX1ePnll9Hc3KzZvmXLFjQ1NeGUU05BaWkpjjjiCPTp0wfLly/vpJkSBEEQBEEQBLG706XF05YtWzBgwABcdtllmu0VFRXo2bMn7KpGmf369UNFRcWuniJBEARBEARBEHsIXbrm6aCDDmJu93q9yM3N1WzLyclBW1vbrpgWQRAEQRAEQRB7IF1aPJkRjUZhtWqnbrVaEYvFTM958sknDdumTp3a4XNrDxzHaf6fINJB9wyRLXTPENlC9wyRLXTPENnSHe+ZbimerFYrgrpmWrFYDDabLatxXC5XR05rh3E6nZ09BaKbQfcMkS10zxDZQvcMkS10zxDZ0p3umW4pnvLy8jTuewDg8/kMqXxqpk+fbtimF2CdBcdxcDqdCIVCkCSps6dDdAPoniGyhe4ZIlvoniGyhe4ZIlu62j2TSWClW4qnPn36YMGCBYhGo0q0afv27ejbt29W43SFH0mNJEldbk5E14buGSJb6J4hsoXuGSJb6J4hsqU73TNd2m3PjP79+yM/Px+fffYZ6urqsGDBAlRWVmL//ffv7KkRBEEQBEEQBLGb0i3FE8/zOPfcc+Hz+fDiiy9i5cqVOOecc5Cfn9/ZUyMIgiAIgiAIYjeFk7pLjGwnEAgEOnsKAOL5ni6XC8FgsNuELInOhe4ZIlvoniGyhe4ZIlvoniGypavdM263O+0x7Yo8RaNRrFixAt9++y2CwSC2bNnSZYQIQRAEQRAEQRDEziBrwwifz4dXXnkFfr8fsVgMBxxwABYtWoSqqipcdNFFKCkp2RnzJAiCIAiCIAiC6FSyjjx98803KCsrw0033aQ43U2aNAllZWWYM2dOh0+QIAiCIAiCIAiiK5C1eNq8eTPGjx+vaUjrcrkwYcIEbNu2rUMnRxAEQRAEQRAE0VXIWjxFIhHY7XbDdo7jIIpih0yKIAiCIAiCIAiiq5G1eOrfvz9++eUXzTZBEPDDDz+gX79+HTYxgiAIgiAIgiCIrkTWhhETJkzAa6+9hi1btiAWi2HmzJloaGhAKBTCxRdfvBOmSBAEQRAEQRAE0flkLZ5KS0tx1VVX4eeff0Zubi4kScKIESNw0EEHoaCgYCdMkSAIgiAIgiAIovPJWjwBQG5uLo455piOngtBEARBEARBEESXJWvx9Nlnn6Xcf/rpp7d7MgRBEARBEARBEF2VrMVTS0uL5r0oimhqakI4HMbIkSM7al4EQRAEQRAEQRBdiqzF00UXXWTYJkkSvvrqK6aFOUEQBEEQBEEQxO5A1lblLDiOw9ixY7F8+fKOGI4gCIIgCIIgCKLL0SHiCQCampogCEJHDUcQBEEQBEEQBNGl6BDDiHA4jE2bNmHvvffukEkRBEEQBEEQBEF0NXbYMAIALBYLxo4di0MPPbQj5kQQBEEQBEEQBNHl6BDDCIIgCIIgCIIgiN2djMRTa2trxgPm5+e3ezIEQRAEQRAEQRBdlYzE0xNPPAGO41IeI0kSOI7DXXfd1SETIwiCIAiCIAiC6EpkJJ4oVY8gCIIgCIIgiD2djMTTgAEDdvI0CIIgCIIgCIIgujZZG0bEYjEsW7YMtbW1kCRJs72qqgp/+9vfOnSCBEEQBEEQBEEQXYGsxdNXX32FFStWoGfPnqisrETfvn3R1NQEv9+PsWPH7ow5EgRBEARBEARBdDpZi6f169fj9NNPx6hRo/Df//4Xp556KgoLC/HRRx9BEISdMUeCIAiCIAiCIIhOh8/2hGAwiH79+gEAysrKUF1dDYvFgiOOOAJ//PFHh0+QIAiCIAiCIAiiK5C1eMrJyYHf7wcAFBUVoa6uDgDgdrvh8/k6dnYEQRAEQRAEQRBdhKzF05AhQzBz5kzU1dWhX79+WLVqFaqqqrB06VJqkEsQBEEQBEEQxG5LRuLJ6/Uqr48//njk5uZi69at2HvvvVFaWoqXXnoJS5cuxfjx43fWPAmCIAiCIAiCIDoVTlL7jZtw7733YujQodhvv/2w1157geeTmkuSJNTU1MDj8SA3N3enTrajCQQCnT0FAADHcXC5XAgGg8jg5yAIumeIrKF7hsgWumeIbKF7hsiWrnbPuN3utMdk5LY3adIkrFy5Eh988AHcbjdGjx6N/fffH8XFxeA4Dj179tzhyRIEQRAEQRAEQXRlMhJP++67L/bdd194vV6sWLECK1euxKJFi9CnTx/sv//+GDFiBGw2286eK0EQBEEQBEEQRKeRUdoei6qqKqxYsQK///47BEHAiBEjsN9++6FPnz4dPcedBqXtEd0VumeIbKF7hsgWumeIbKF7hsiWrnbPZJK2127xJCOKIjZu3Ih58+ahuroad911144Mt0sh8UR0V+ieIbKF7hkiW+ieIbKF7hkiW7raPdNhNU9m1NbWYtWqVVi9ejV8Ph9Gjhy5I8Nlzdq1a/HBBx9otg0fPhxnn332Lp0HQRAEQRAEQewJzF3fgBcXbMV5B/fBKaPKO3s6u5ysxVNraytWrVqFVatWob6+Hj169MC4ceMwatQoOJ3OnTFHU+rr67HXXnvh1FNPVbZZrTukBwmCIAiCIAiCMOGa91cBAFbMWEPiyYxgMIg1a9Zg1apV2LZtG5xOJ0aNGoUzzjgDPXr02NlzNKWhoQFlZWXweDydNgeCIAiCIAiCIPYMMhJPjz76KCRJwsCBAzFlyhQMGzYMFotlZ88tLfX19Rg0aFBnT4MgCIIgCIIgiD2AjMTTEUccgTFjxiA/P39nzydjJElCY2MjNm7ciB9//BGSJGGfffbB0Ucf3SWEHUEQBEEQBEEQuxcZiaejjjpqZ88ja1pbWxGNRmGxWHDWWWehubkZX3/9NaLRKE466STD8U8++aRh29SpU3fFVNPCcZzm/wkiHXTPENlC9wyRLXTPENlC98yex47+1t3xnum27goFBQW4+eab4XQ6wXEcevToAUmSMGPGDJxwwgngeT7tGC6XaxfMNHN2teEG0f2he4bIFrpniGyhe4bIFrpn9hw6ai3dne6ZbiueAOMPVlpailgshmAwiJycHM2+6dOnG84PBoM7dX6ZwnEcnE4nQqFQl/C4J7o+dM8Q2UL3DJEtdM8Q2UL3zJ7Hjq6lu9o9k4kY7LbiacOGDfjkk09w3XXXwWazAQBqamrgcrkMwsmMrvAjqZEkqcvNieja0D1DZAvdM0S20D1DZAvdM3sOHfU7d6d7Jn1um46PPvoIGzZs6PQP2LdvX1itVnz++edoaGjAn3/+iTlz5uCwww7r1HkRBEEQBEEQBLF7knXkieM4vP/++3C5XBg9ejTGjBmD4uLinTG3lDgcDpx//vmYPXs2XnrpJdjtdhxwwAEYN27cLp8LQRAEQRAEQexpCKIEC999zB46gqzF05QpUxAOh/H7779j5cqVWLhwIXr37o0xY8Zg5MiRcDgcO2OeTMrKynDBBRfssusRBEEQBEEQBBEnFBOQY++2VUDtol2f1uFw4IADDsABBxyAlpYW/Pbbb5g9ezZmz56N4cOH45BDDkGvXr06eq4EQRAEQRAEQRCdRtY1TzKCIGD16tX4+uuvsXDhQrjdbowdOxY8z+PVV1/FwoULO3KeBEEQBEEQBEEQnUrWkadt27ZhxYoVWLNmDWKxGIYNG4Zzzz0XgwYNUhpclZeXY968eWTeQBAEQRAEQRDEbkPW4unVV19Fz549cfTRR2PfffdlNrUqKyvD0KFDO2SCBEEQBEEQBEEY8UdimPV7Hcb0ycPQMs8uv35bMEY1T+m46qqrUF5eztwXjUZhs9kwaNAgDBo0aIcnRxAEQRAEQRAEm6Me+wmBiAAA+PXWI+G0WXbp9R/6ZgOeOGvkLr1mZ5N1zdPcuXMRCoUM27dv347nn3++QyZFEARBEARBEERqZOEEAFsag7v8+t+srd/l1+xsshZP9fX1eO6557B161YAgCiK+O677/Dqq6+ipKSkwydIEARBEARBEERquD2r3VKn0a60va+//hpvvPEGDj74YGzduhWtra0444wzMGrUqJ0xR4IgCIIgCIIgUrArtJMkSbvgKl2brMWTzWbDqaeeCkmSsHjxYlgsFlxwwQXo37//zpgfQRAEQRAEQexxhGMCHNbMa5h2ReRJJO2Ufdpea2sr3n77baxcuRJHHXUUBg0ahLfeegsLFy4kNUoQBEEQBEEQO8hNn6zBIQ8twJerajM+h9sF6mlzY6BDxwtGhfQHdTGyjjw9++yzyMvLw6WXXopevXoBAH755RfMmTMHa9euxeWXX97hkyQIgiAIgiCIPYEmfwQzf4+LpptnrMEpo9gu13r4XRB5aglEO2ysz1fW4M4v1uGkkT3x0KRhHTbuzibryNOYMWNw5ZVXKsIJAA488EBceeWVu0TxEgRBEARBEMTuSkQQ23Uet0uqnjqOf366FlFBwucrqtAS7DhRtrPJWjyddNJJsFrjASu/36/YlhcVFeHSSy/t2NkRBEEQBEEQxB7E1nZajkvIrHwmJopYtq0F4Vj2KXPCTip6igndp/SnXS2BlyxZggULFsDv9wMAPB4Pxo0bh7Fjx3bo5AiCIAiCIAhiT6KixdhPNRMy1TX3zfoDH/5ajcMHF+HF80ZndQ2B/A2yF09yfdNBBx2E/v37Q5IkbN26Fd999x0cDgf222+/nTFPgiAIgiAIgtjt0Ud3WgJRFLhtac8TM1RPH/5aDQBYsLEp67lleo3dmazF0+LFi3H88cfj4IMPVrYNHz4cRUVFWLx4MYkngiAIgiAIgmgnevH09s8VuOaogWnP2xW6pleBc+dfpIvTLqvyIUOGGLYPGTIETU3ZK1iCIAiCIAiCIOLoU+MyrQcSd0FKnZXPWjrsdmT9DeTn56OqqsqwvaqqCjk5OR0yKYIgCIIgCILYE4np3PZqveGMztsV5Ui7QqB1dbJO2zvggAMwa9YsBINB9OvXDwCwbds2zJ07F4ccckiHT5AgCIIgiM5DkiS888c7aAo14fJ9LofTSmk7BLEz+XpNvea9227J6LxdIWw66hqPfbuxQ8bpDLIWT2PHjkVraytmz54NURQhSRIsFgsOOOAAHHnkkTtjjgRBEARBdBJLa5fiyRVPAgDaIm247cDbdvo1RUnEHy1/YHD+YNj49IXyBLE7sabaq3nPZ9hHddeIp/j/Wz2rYcldi2jT4dhQ78eQ0syzz37e0oyXf9q2k2a488laPG3btg0TJkzA0UcfjYaGBgBASUkJHA5Hh0+OIAiCIIjOZc72OcrrzzZ/tkvE08O/PoxPNn2CcT3G4fEjHt/p1yOIrkyG2mmXGEaIogRwUTh7vweOj8Li2oZNDcdmJZ7W1/kN2zL9jF2BrGuePvjgA9TV1cHhcKB3797o3bs3CSeCIAiC2E1pCbeY7tvm3Yb/rvgvVjet7tBrfrLpEwDATzU/IRRrX88bguiuxBhW5Zkg7aLIE2cJgOPjc7I46uCwZCcnunvZVNbiKScnB6EQ/UNGEARBELs7ESGCH6p+MN1//YLr8fYfb+PS7y7daXNojbTutLEJojvwxarajI7bJZEnSQJnCWq2cVmHjbq3eso6bW/IkCF45513MHToUBQVFcFm0+YiH3XUUR02OYIgCIIgOgdJkvDkr08yt8uLpe2+7cp2b8SLXHvuDl83JGgf0PpjxhQfgiCM7JrIkwSO14onXziW1RjdPfKUtXhau3YtPB4PqqurUV1dbdhP4okgCIIguj/L65fjjTVvGLbHpBhsnA1tkTbN9mnzpuGt49/a4eu2hrWRpkA0sMNjEsSewK6IPLlsFkAXeXpz6SacPLI84zG6uXbKXjxNnz59Z8yDIAiCIIguxF1L7mJuD8VCsNltaAo1abb/2fpnh1xXX2MViJF4IohMeGjOBnwy9aCUx+xodMrjsILjtX2n1tU3mRzNJqrrY9XdyLjmqa2tDUuWLMGyZcvQ1taW/gSCIAiCILotMZGdiiOn1UXEiGGfIAk7fN3GUKPmfTAWNDmSIHZP9uuT167z1tX40BJMbS6xo1GfbU0BcLz2bz8iZueF8NFyY+ZadyIj8bR161Y8/fTT+Prrr/Hll1/imWeewcaN3be5FUEQBEEQ5sTEGJrC7KfJsrMeywVP3ramaQ3O/vps/OuXfyn72iJtmDRzEg758BCN/bme+qC2Qag/SjVPxJ5Fgdve7nP1PaL0xIQdk09VrWFAJ570Yiod25q69wORjMTT3LlzMWjQIFx//fW48cYbMWTIEMyePXtnz40gCIIgiE4glfX4LT/dAgAICsYFUEgIoTXciku+uwRbvVvx2ebP8Hvj7wCAF1e/iOpA/InzHYvvMBhDyIQFbUpQV3XbkyTJ9DMQxI4giO1PaxPTFD41+rVCJxjNPlrMcbroFpedeGKOucMj7DoyEk81NTU49thjkZubi5ycHJxwwgloaGhAOBxOfzJBEARBEN0KUdIu3g4q09ZRCJLATKcLC2F8V/GdZpuchvdL3S+a7Wb9o/TpgF1RPEmShOsWXIfjPzs+pZU7QbSHytb2i3IhjXiy8lqZIranBmoHI0/dnYzEUyQSgcvlUt7n5eXBYrEgGOzeYTeCIAiCIIzIESKZImeR5v2Glg1M8RSKhfBni9Y4QrY1L3dp3bgqfBWoDdQahFpU1D7V7oppextaN2BRzSKEhTBuWnjTDo2l//zEns2v21qwsb79JimxNGLIZbdo3rdHO+nFkt5AYncnI/Gk7umgnMjzu8RPniAIgiCIXct273bN+0mDJmnev7n+TaZ4aou2GSJHsrjon9dfs/2a+dfgtJmn4e8//F2zXS+ePtjwASJC13qyvb5lfYeMs7ZpLSbNnIRLv7vUkK5I7JlM//D3HTo/XeRJv3RPd7yeHIcF0Kft8alNKnY3MnbbIwiCIAhiz6AmUKO8njRoEvYv3V+zf872OUzxVOmrREOwwbA9KkZN3ft+rvsZv9b/ivmV8yFKIlMovfvnu9l+hJ3Ky6tf7pBx7lhyB2qDtVjdtBqLaxZ3yJhdkRdXv4hr5l+DLW1bOnsqXZ5GfxTgInD1fRWufi+Cs/iyOj+teNL57WWbtjew2A1OJ5Y6IvKkj4h1ZTLu8/TTTz/Bbk+6fwiCgCVLlmjS+YBd2yQ3Foth5syZWLt2LWw2Gw499FCMGzdul12fIAiCIHZHJg+ejKEFQ7HZtxnXj74eADCqeBRWNa5Sjnlp9UuG8+79+V5YOOMiaLtve0ob82nzpgEAbtzvRo1wk1lauxQXDbso68+xs9CnNbaXCl+F8rouWNchY3Y1NrVtwitrXgEQNxt5/8T3O3lGXR9nz09g9cSjm/biuQjXnZryeN5eC0l0QYrlobo1tZDRa6tsG+tKAMDp/pY7oOapOxlGZCSe8vPzsWbNGs223NxcrF9vDFvvSvH0zTffoLq6GhdddBFaWlrw6aefoqCgAPvss88umwNBEARB7G6MKh6FfUv2hcvlQjAYhCRJmDZyGq6ef7VyDMttD2D3eoqJMQhielevmVtmosRZYtiuty9nsapxFdY3r8fEARPhsmof7M7ZPgefb/4clwy/xBBFaw/DCodhXfO6HR5HjZmBRndHLRC3eLd03kS6Ebb835TX1ryVKcWTJWc93P1ehSTa4N9wc9oGtHo3vmzT9iQJ4DhtFHlPM4zISDz94x//2MnTyJ5IJILly5fjvPPOQ8+ePdGzZ0/U19dj6dKlJJ4IgiAIooM5oOyAdp+7rnldRg101zavxbgexgySdIKnLdKGy7+/HEBcaE0bNU2z/47FdwCIR7CWnLXEdJxt3m1YWL0QE/pOQInLKOJk9MIpJsZg5TNO5mGibw68u/Bj1Y+dPYVuDWeJO++x/AcAwNXn7fhxfBSOslkQxFGpx9MNEc2675ME6MRTR1iVdye6bc1TbW0tBEFA3759lW39+vVDZWUlGVkQBEEQxE5gVHHqhZkZD/zyAFY2rszoWJbIyrHlpDxnxqYZyuvX1r2m2afvxRQWwnhyxZN478/3DHVYf//h73hixRO4a8ldptdiueOtaFiRcn6Z0BRiNyXu7mz1bu3sKXQb/OGYQYhwfBTgogjF2BElddTHVrAcrSF2baFyPLdjVuWSBIN4ak/NE+/cjpwhD8A94GmADxhEXVem24onr9cLt9sNiyWZW52Tk4NYLIZAoP0WjwRBEARBsNm3eN92n6tO30oFS5yoTSRqA7UGs4p5FfM079Vpfnrr9Eu+vQTv/PEOHv/tcczaOkvZLkmSUsu0rH6Z6fx8UWMBv7oWLFP0xhgNIaPRxu5An5w+nT2FbsMTczeBtzUbtnOWINNSXJIkiNF8zbY3l6QRq7pxso03SAA4Xc1Te9L27IWLwNu8sLgqYCsw/3vriuxYjLkTiUajsFq105ffC4LxqdWTTz5p2DZ16tSdM7kskZ8CsMKxBMGC7hkiW+ieIbKFdc/sivuHFXmKiBEIkoBxHyVT+uadMQ9umxsAMLJ4JNY0J2uzv6v4Dn/Z6y8AAH9M2ydqY9tG5fUDvzyA0wedDgAGq/DGUCMzdY8lnjw2DziOQ42/BvMq5+HoPkej3F1uOE6Nfl5bvFuU73dxzWLMrZiLc/c6FwPzBqYcpyvBumeaw83MYwgjby+thDXXaJjC8fGHBfrvTgIgCU7AlmwkzVlCqb9j3S6X3ZLVbyIBAK+LbvGRrH9Xa/5y5bXFWQEOXLe5N7qteLJarYjFtD+e/N5ms2U0ht4psLNxOp2dPQWim0H3DJEtdM8Q2aK+Z36q+cmw//njnkehsxDnfHlOx1yQsX4SIOCjzR9pti1uWIyJgyYCABx2h2bfFt8W5b/xAp+61ko+rqJZGxkTraKy7+VVL+PttW/jgcMfQL4j3zAGb+Xhcrlw+ReXoy5Yh6+3f433T0ntKidEtfPyR/2wJBaycu+rDW0b8M7Ed1KO0xVR3zMCtJ/T4XSA57pt4tNOx+LaZtjGWYKw2Z1wubTrW0GUwOmFjCWQcn0bELTfvd3hgNPpxDtLtyEQFnDxYQNgs5j/PnZ7hJG2F8l6TS0JbnDW+AME3t4Ah9MJp6172JV3W/GUl5eHQCAAURTB8/Ef2efzwWq1MhcH06dPN2wLBtlOQbsajuPgdDoRCoWoXovICLpniGyhe4bIFuY9w7h1Cq2FGOgeiLE9xmp6FfX19MV233bjCWkIx4z1E/6IH48te0x7XCSs/HfcG/Jq9nnDXmXf+2tTixj5uIXbFmq2t/hbUGYrQygWwpO/xrNXrpxzJZ48wpjJsrFpIxraGhS78TWNa/Dkz0/i0n0uNTWSaPQZDSIavY1oi7Qp71c1rMporVLpq8Rzq57D6YNOx0HlB6U9fmfBumdCMW3NWYuvxeCGSCThbG3GjZYg/MEA7JxdszkqiIaGtRwfTHnP+IPav69AMISvNjfg9hnx5ryiEMOFY/uyTgUAhMJhg9se+MgOral5ZzXa/K2QHJ1/X2QiAruteOrRowcsFgsqKirQr18/AMC2bdvQu3fvjMN+XW0BIUlSl5sT0bWhe4bIFrpniGxR3zNnDz0bDy57ULM/15YLSZJQ7CjWbO/r6YuaQA2ionZxBwAHlx2MpXVLkWvLhTeqFT5q8SDDaiBr423KvPxRbQpcMBZU9i2pNXfXc1vdynGP/vaoZl8oFhcA+jS96T8aH8Z+tPEjHFh2oGbby2teRoGjAGcNOYt5bW/Ea9jmj/qxtU1bs+KL+FIaZkiShDNmnQEA+Gb7N1g4ZeEOO//JBGIB3LjgRvhjfjx2+GModhanPwnae0ZvyhGIBuC0UATcDM7iN27jg4gJxn+7RUky2oZbAin/jRd07nqiKOKTFdsBPgCIbry6aBsuOMS8Tk0SjW57HB/O+r8r6jqpcM0kiJLYbf7b1G3jpjabDaNHj8aXX36JyspKrFu3DosWLcIhhxzS2VMjCIIgiN2Sif0nGrbl2fMAwFDj47A48PFJHzPHefjwh7HozEUYVjjMsK/ab2xAG4gZjaDUi3K9gYQ62rFfyX7MOQBI2XtKroHK1OiCFU15ZPkjpsfrBR8QN5HQu9MtrV2a8rrrWrS26ayarPby9Mqnsax+GdY1r8Onmz5t1xh68ax3P9xRVlW24YwXfsbDczZ06Ljp+Hb7t/h448cGcbijcBbjvc5Zgsx+TJIkAXzUcGwq9O56vkgAK3EPPHvdD6tnddr5SZAMTXKzN4wQ4y6CAIRAP0RbDobT2n0EdbeNPAHACSecgJkzZ+L111+H0+nE+PHjMXz48M6eFkEQBEHsltgtdvDgISLpiGfj43UYRc4izbFOqxO59lzmOFbOCp7jMWXwFPxc97NmX0zKbDGqFj4G8aRaoMupdCzCYhiiJDJrcGQBtrx+uWGfnoF5A5kRNlbDXxmmeBIjqPRXarbpI3N69G6CgVgABY6ClOdkyk/VyRq39jgKAjtfPF365m/wRwSsr/XhzP16YWCJu0PHZ7GqcRVuX3w7AMBpcWLiAONDhfbCjDxZghAYURmRFQViiC81+lHeWfsFgqgCxwG2gp8htabuqcZqkpt1nyeV2JJER4oDuybdNvIExKNPkyZNwm233Ybrr78eY8eO7ewpEQRBEMRuzV6FezG3yyJKxmFxwG1lL2QtXLwwfHzv8Zg+2pgGJ8OnWKbEpBhqA7VYUL3A4FynFlNq23IWZvvlRb7ZZ9DMRYwxo2NyVI6Ffs5APPLUGm7VbNPXDOnRR8ZYaY/tpSXcorwuchSZH5gCVtpeR+KPJEV0rTf7fkPt4f0/k3V0T6x4ogNHlrKKPIWFKDhOu33/AXbDcZor6ETYqrrk/WPNXac/3MCaGi/TMCIb1MdLUmYmb12Jbi2eCIIgCILYtWxoYadH2Xntoi1VXYva0vqve/0VV4+62nDMoT0Ohd1ivhBsi7ThtJmn4YYFN2Bds3bRJwsfURIREVMv7ORz82xaoSOPwRJFrLmwjkt1Liu9LipG0RJp0WwLCqnTsCp92khVe9PrWKivPXPrzHaNoRdPHZlWqCcqsBvJ7iiHf3w4DvnwEBwz4xj83vi7phdZR4pVcFFwCXdIMZaM2nK8mXgyisXfKmtTXkIfwBIk7d+HxHKFUfHlqhpljgp8JLt6JXWkSoz/jXMsm80uCokngiAIgiDahRxBAmAQOg5LPB1nSP6QtOMc3vNww7Z9ivZJKZ6eWvmU6T458pROOAFJkaQ3WZAjPqkWx3I0xhvxojFodM/TpxOqMUvbU0d71PMwo8KvjTzN2DRDc/1Lv7sUR884GotqFqUcR8+zq57N6ngz9Gl7HSo2dETSiCdJknDroltx5ldnYkNrZjVSt/50l/IZ/DE/bvnpFthRuMNzZaGJyKia33KWAIJRY31ekHFvpK95Uq4AWPyISFoxy+qzpjkfxrRajpMQFjOP+qnt1SWp+1UQkXgiCIIgCCJj1E+mTxlwivJan7YnR57KXGVpx+yV08uwLd+eDwffvnoIWXBEhPTiSX56rxdasqhKVXM0pCAuDEWIWN+y3rBfLZ42tm7E55s/VxbizMiTEDWKpzQ1QrUBbaRhRNEI5fWc7XOwumk1ArEA3v3j3ZTj6Hl93euGbe2JGunF086MPLUGU9fLLapZhO8rvsd233bc+tOtaccTJAHfV87WbGsINWB1rTbV85PfsrfkZ6IST2K0AJKUiNBaffjfT8b+TyGGrT/SiKf4368EV5/XkbvXfWjitRb9AWxJeb5oUpOY6kGBAXXaH4kngiAIgiB2Z9TpOerIkBxp0r+/bsx1mu03jLnBMCYrxc/G29ptuR0S4jbjmYgn+ZiowDY2YFmKA8Co4lEa0fdHyx/Ka1kwRsQIYmK8Nuuv3/wVD/zyAA7/+HBIksRM6QuLYYN4SrUojYkxw/FqW/O6QNIsY0ntEk26WXtoj2mEXjylM8DYEdqCRtMONTWBGuX1Np9RjOjRp0Qq50bna97fOWtZBrNLj8aIQXRAEuK/JWf1Ym2NUXSyI0+prcolCeDsDab1TVG+KeUcJUbkKT6XbMSTKroldo/GuGpIPBEEQRAEkTHn732+8vqIXkcor/W9iGTh0y+3Hz6f+DleP+51LDpzEc4eerZhTFZ/RgkSqgNG2/JMkCAhLIQzStuLiPF6DX3akZyGZ7bYL3QUotCRTN9SG0+onQdDQggfbfhIc25TuIm52GwJtxjcBlMtSpvCTYYalYZgg/K6NaI1n2DZwLMwW3zrzTUWVC/AF5u/SGnXrd9nJkY7goiQuu6mMWRMrUxFKqdGNZzFj7o0ZhWhqIB3fq7ATxtTiBONC50NUsyTGN/HrHkKMWqeOIsfP/xp/jklCeBtzab7Lc4KNPrN/24iDFdJIDvxpBaJlLZHEARBEMRuzSX7XILz9z4f/xj9DxxSnuytOLJopOa43xt/V16Xu8sxrHAY0xJc5tvTv9W8P67vcTs0T2/Ua5ryds7Qc5TXzaFmpj36J5s+wdS5U7G5bTNzjDJXmcaJT10ronamC8QCGmt3eRtrbiznv1Rpe6y6qYZQUjzp64vu/fle07E04zKcAAHghd9fUF5vat2EGxbcgPt/uR+zts4yHUsvnjKteYqJMcytmGv6/bOIxFJH1jLt2SWTcX0WH0VtW2rx9PyPW3H/V3/i8rdXYHszW2hwnEqYSHZIYjwiy/ECxvQ1NkoOxYwih7MEMO098wihKEngeHOhYy/+EUc88Y3p/vV1rcztP1X/xDSwYEJpewRBEARB7Cm4rW78bd+/4S97/UWzXR892qdon6zGzbXnYvGZi/HhiR9i9mmzkW/P1xhSZIs36jVN21On272x/g3T41Y0rDCNVpS6Spk25hbOgkJnMiLli/jwycZPNMcEogGmEQQrMpTqiT4rDa8t0qYIFn3k6beG39AcNo86yJgdoxZmamOKB355gHm8IAlM4ZgOSZJw7KfH4p+L/olzZ59r+BxmpDOM0F/72hlfISaan6OOkgnB3qbHcVzU0HxWz4sLks2P55tFhlQNbyXRhn75SdOIAwYY77UwQ1jHrc7NP5MEgLOkrqOz5hjr95IXYBtKPL3qaTy47MGU4zLHIPFEEARBEMSeyvVjrldeTx48OevzOY5Dv9x+SpNXj82j2T84b3DGY4ViIVNRpE63AzKrw9GfU+IqgdtmXNA6LU4U2AuU983hZsOi3R/zM0XR19u+NmxLJZ7MnNHkOiNW5OTEz080HU9GfV5Pd0/ldbGzWHmdKlVPPw81maR3fb75c03E7bvt36U9BwDCaSJP+msvCT6G936pMj2+LZr8HmLeEabHgY+gJY1ZRSZo+iVJNs39FRIYNXKstD1OAnhzcSRJErgU+wHA4jI3wOBMxBMAzNo6K6PokzZtj2qeCIIgCILYQzln6DlYctYSLDlricFAoj1MGzVN8/6afa/J+NxgLKipedq/dH/kWHPw70P/DSunfdq93ZveLU0tIgCgwFGAHKsxlcpldWmEVqXfaDoQiLLT9likWoyaGUCkEk8A8PHGj1NeU+2IN67nOOX1XgXJBsmZWH2zBFYmkaeHfn1I856VnihjsyQjnsFIaptt/bV5Wxt+2dpierwm8hRKEXnio3h2fubpheYDqUSFaIOddynvI4z7JWTycIC3m9dVSRLSOvLZixYxa6z0c2Shd39kj9G9I0/db8YEQRAEQewRnDrgVASiAbRF2nDuXudm1SNIL04OLDsQz41/DkC8XkeNvskuC30UzGPzMNMKnRanEjkDgA83fGg4piXSkrZ/k0y2aXtAevH0n1//g4kDJpo2MlaLFbXVvHq72hTDDFbkKZUQkhlRNAIrG1cq71MJLruFh2CthL3oR8z4cxTuxTDTY1nfZXWr+e+gFk+y8x0LjougJkXNU0SIwNXnNYAPI1R5vulx+siTnU/+PmFGs2T1PSRGihTRxDtqDMcqx0nstD0xlgvemvy825qCGFhijKyqhY8k2sDx2t+4IdSAfrn9TK8P6FwFu6F4osgTQRAEQRBdEitvxXl7n4dpo6ah0FFo6CWVilAspInaqG3VB+UP0hz79Kqn047ntrkxrDC5MO/p7oneOcZoRIW/QhN5UluYy9T4axBMLIb75PRJed36YL2p+10q8SRJkhJBKnWWGo75qfon02uqI0959jyl35ZaxKht0PVROfU89GSStqcWTgDw5vo3AcRF7icbP9EIMLuVh6vfi7AVLIOz5wcp7dj11xZCPbCpwVyY1amcCyXBDf/G69gH8hEwDCMVPtjwAay562DN2Qx76TcwLY/i1DVPdti4ZOSpMWSs+1JHVoVQ8j6yOMxdAiWwDSPEcInmvTfKrjNTp+1Jgsuw/+1la/H4dxtT15/xxrQ9vWtkV4bEE0EQBEEQ3YJ04kndVDckaMWTWZRFj9p+XY3L6sIDYx/A+N7jcf2Y61HuLjfUQcmoI08s1DVPHruHaTwhR3yCQtC0sWwq8RQUgkpNVP+8/rjn4Hs0x+j7Q2nmpxInHptHqb2Rt0uShK3epAGCmSV8e9P29ETFKAKxAK6dfy0e+vUhvLbuNWWfhRfBW+Nj8tZASnMJvXjiuBgGsaIrCf5ojKdzShIPKVoAMVKOwe4D49vE5L3I8VE0+c17TP1S94vyOpUZgzqKk+twYVNN8hqf/m48T31/iypDC95hnjonSQDHM6JkogPRtqRjZmPYJHqlTi1kiKdv/9yElxZuw1tLUjgbavpZWZV5dRdIPBEEQRAE0S2w8/aU+9W9ppbVLcNra19T3utT7Pp6+jLHGJo/lLndbXWjj6cPHhr3kGJ1zupPBRjNJfS0RloVYeO2unFS/5MMx6jri+RFclSMYm3TWkWUmBpGCFGDADqx/4mYMniKsi2VSYZarHlsHqW2S7YwDwkhjZ15IBoXL5W+SqysT0aNWKmJ7RFPALCmaY0y5zfWvaFst3n+1Bz3wbrZpmMYol58BMN65Joe3xSKX08SnJCXzKeU3YLh0XsRrDgveSAXQ8ykRmhB1QIsqlmkvJckm3mUikuK0LYAhwpV6VJUMkaLwjGVeIomzTysnvWmhh6SBIAhniTJDjGSTNFsCZuIUE3anlE8cYnUvy9WmacOcoyap26knUg8EQRBEATRPdA34tWjTs1b37IeW7xblPd6g4MXj36ROYZZLQ8rOgQAtx1wm2FbushTUyi5KnZZXQbjCY9NG42SxdMtP92Ci7+7GPf9fB+A1JEnVtTtsJ6HKdtSueUZxFPie2+LtCEUCxlqqYJCEJvbNuOMWWfgvFnn4b8r/guALZSCsaBpGqKMXujaeJtprZTIaa+xvt7YKwuIf159I2Te1oZeBeZubxExIVjEZEQzEgOc6AFIqigox446/dHyB25YeINhe9QkpY3j1REZGyTRrtpnjO6pP486EgZoo11q4ml7jEihaNNEkn6rYosfbdqe8W/CUTIfOYMfRJu0kXl+fBBqkksQBEEQBLHTsfJWjVOe2jobAA4oO0B5rU/xG1U8SvPeTCSpG9yqcVmNT9kB4PRBp2O/kv2U908f+bSp0JJR945yWV0GUZhnz9O4FfqiPmxq24SF1QsBxC3Nt/u2pxRP6l5NchNgK2/VHGOGWqjk2HLQx5Osp6kL1jGNKOS5AcBb69/CqV+eijuX3Gk4ToKE+hBb4ABxkaOPqEXFKLb72I6IAqcVVSGBneJo5m5YEVxrOhc5vU1SiadwTMTg0hxD2t5RQ4sN53+7/VvDNo6PmNdZqSJPkmTDYQPLlfdOuzHKqLHil2wQAv2Vt3XBOgiSgFZdBEk0SduTRLtGDPljJuYsKvEkBAYi5h8ESdQKUN7egmab8bMnx1AbRiRqnrpR6InEE0EQBEEQ3ZJ+Hq2rlzoVz2V1aZrhTug7IaMxzURSKkH03Pjn8NSRT+HNCW/ioPKDwHGcptcTAIzvPV55rRZPbqvbIJ4KHYXomZM0Ydji3YK/zNY2Ja70Vabs8/TC7y8o7+VFvFpQCqK5rbc+8pRrT6a2hYQQM+WvwqetcakL1qHKz+6hpI686TETOZvb2FbgIqcVS16BbZZgli744+atzO0xMZaMBGkiTyJ4jtO6xHExDCk1RkVZApXjI/h4ubEZcnxf8vi+BXk4cnDyHhhSbqz3U0cXJdGGSOORyvtqfzUunHMhTvriJPxQ9UPyOElip+2Jds3nDDHc/eKT1EbHgtuugG/9fYaHFba839nng+22Z+VTOG50MUg8EQRBEATRbZCjKAAwtEBbn1TsLFYiNr/W/6pZvKujLurj9ZiJJ7PtQLz26eDygzV1StPHTNcck2/PV14bxJMubW9I/hBNZExdMyMTFsIpI08/1/1s2K6O2mUTeVKbbYSFMD7b9JnhHLWBBItMr23W1+rLLV8ytwu8Vsg1htjiyczlrznErv1Siy195EkQJUiqtD2OiyKmSsWr8FXgid+ewBebvzAOzEdQnmvSA00lngqdOXBbk9/76ppG1Hu1301EnYYoWSHGCpS3MzbNwIbWDRAkAbctSqaWxg0jGGl7kl2TJhiV2CJWW69kAcAB4FHkMP4tmaaGqlP/JCumjR8Mu7X7SJLuM1OCIAiCIAgVTqvWQS/HloMBuQMyPv/hwx42bGuPeGJxcv+TNe/dVrehV5Q8rj7yVOQs0kS61jezndbU4imVODl7yNnxY1QCUi1C9ciRJw4c3Fa3Rjz5oj58ve1rwzlb2raYjgdo68BSNf5NtU+NvDCXeG3aXlu0hXm8WgyJ0TzlNavnkf54jXgSxHj0Rl1jxMcQU+Wd3bP0Hrz757uaCJ0QikdBOU7ARYcm0/HUcKq0vZuPG6655zg+gju/0PYji6pcDiXRBimaFOjqtE31/SBKEsAQT/HIU1I8VbamT9uTbcYBoLLB+Pdh6nyoS9u74ohB7OO6KCSeCIIgCILoNlw54krl9eiS0Zp9dt6OUpexp5EZI4pG4Jb9b9FsMxNJmVqdm1HgKGBajrutboMILHIUaRz7NrVt0p+GiBhRekUB8TopGb14OnlAXMhpxBMjKiDXVsnzzLHlgOd4TfqjPj1PpilsnooHaMVTqsiTWdqeHnkMSZe2J3JJ8bWpdRPO+foc3L7odk00TYolRQYYPY+ApINgfNCkqIjERIiAJm0vHnlKiid9nyo7b4cYSf6eIdFEmKgMI/YqK9Tei3wEP2zQfscaoSnZIAk5hvojPSEhBI5jFBiJ2shTK2eSdseoVwIAMWR0rzQz+eB0hhHpDES6Gt3P4oIgCIIgiD2WC4ddiDJ3GQRRwLge4zT7eI5npuId0ZPduwmIR4i+q/gOfzT/gY9P/tg0vSudCUQ6erh74NQBp+KLLdpULpfVhZFFIzXbLLxFY9LAIiyENQKowFGgCBhvRJuKNigv/mQ/lWFEha8CU76aotkmpxOqhY8/6seIohFY3bQ65fz0qNMWNUYHOjKNPEXFKFxwQeIDUFfLCJwXkiShLdqGv3wTrxPb4t2i+QxiNB8WV9yAwlG0mDm+2opdHXkKRUXYrbzW3Y5PWpWzBHKRswg+IRl1NIuO2awxxbLbYXFo7jmO4egX1aXtARwk0QWOZ5tmAOa1TJJOPEV4ttteeZ4VSjxJJSBjgYGwF/+gOdZMPIHXpv51L+lEkSeCIAiCILoRVt6KUwacgtMHnQ6e43H6wNOVfXsX7K2JwMjcdqDRTlzGaXXimaOewZxJc5BnzzOPPFmzjzxdNfKq+Jw5Kw4oO0BjvCDjtroNwqzQUYhydzk4mBfRR4SIZnGqFgfqdKn+uf2VOjB1ap8+8vTRho8M15DTDNXzC8QCGQscNfkOlXgyaaoLZCeeAAAWoxHEcZ8dh6dWPKXZpraqV6e3scwTgNQ1T5IEnWFEFB8vr8bsNXWo9hvNILwRLyQhmZrpjZqlsyW+F8kKC2eB25a851h1ShGVAJbFHKtxrZqwycMBSDat/boJdT6VqFRFngTfMETbtI6WagGqQWcY4ehG9U4AiSeCIAiCILox00ZNw2X7XIZnj3oWJa4S7Fe6n2b/xAETTW3JWZiJpxJnSdZzO2+v8/DwYQ/jjQlvoNRVyuxT5bK6wHEcTht4mrLtqN5HwcJZmGJLJiyENYtTtXhSp9YNLxyuvFY7oulrnlgLXXm+bpvKwjrqV4SFWoylQ5NWKGRmGDF50GTT46JiFKIoArxRPPmiPkOET22vrm4Ga4Y6bc9lSX7+SEyM1w3BAkmKL6PlNLTrPlqN2kCtYSx/zA8plvztfSY24FJCPHEJEWOzWJVoEGdrMRxvjDwBMBFPcmpcWGSnRcatyrXnMlMoDYYRyg6EKs9DuO5EZQsrCgfo0vZEK3Kd6UVbV4LEE0EQBEEQ3ZZCRyGmjpiq9Hga12Mc/rbv37BfyX64dt9rccMYY5PSVOgtl2V6uHtkPTe7xY4jex2JwfmDAQC5NnbkCQBuP/B2LJyyEEvOWqI0idXbnasJC2FN5Kkl3KK8nrFphvJaLQZT1TzpG9Oq56Z2AwzEAkpqY6mrFHbebjiPRZ4tKZ4yjTyVu8vx3gnvMY+LCBEEhRA43txyXU1NIJmGJolOiAkxI0bZAlWdvmnjVG6DMRGKsZ6Y+D5VLnlfbfvKMNaognGQYsm0vQov26pcabYrxb9TK88pRhO8rc1QnyW77cUjQHzis7HFk/ydh8wie6I97rgnJaUBy1Le6LanRRKS35Vp2p5KPB06MPMaxa4CiSeCIAiCIHYbOI7D+Xufj+ePfh4X7H0BM9qTjokDJjLH3VFSiSfAaKfOcueTCQthzZN9fZ1TuvH14oll4vBr/a/xMWzatD058pRjy2HWmLFQR9EyrXlyWByaflf6+QYi5uPoMaThifFFPscJiMSMlu9qMw6HJSlI1tf68OGvcQt82a6ctzUBicqdFQ0rDGP1Fy6AGE1+TxuaK5lzlBLiiU+IJwvPQQwno2QWhzaqFZN/MzH5u4oxthiUo0gRk8iTGI1HZ6PNhyjbmP24dDbjhs+gSnE0N4xIjnHoABJPBEEQBEEQ3ZrbDrgNR/U6qsPHZaXhpbJAX9O8xnSfPvJ09airmcephY86qqYXSyz3PVkYqQWYN+JVBI7L6kqZWqhGnbaXKvIUiiUX9w6Lw9TlMCpGEUqR/pcKKeaBpIoa1fuS84mKUbRGWjViy847YUmI56aAqs4oIVQ4PgaLeyMAoDmUtAgPVp0J7/p7sLWB10RkOJM6K7nmiUP8d4qLp6R45HXiKapEnpK/q6aeS4X8vYZVqXjRthGItu6HYOVfIMXyEp8peX6lnyHy0kWeVOLpj4YG5lzkyJMkcahubd9v2JmQ21435eGHH4bNZkwtOProozF69Gi89957qKqqAs/H9bHVasWgQYMwfvx4uN3JfwTr6uqwcOFCVFZWQpIklJWV4YgjjkCvXr0MYxMEQRDEnoCVt+LKkVdiftV8AECps2OejvfO6W3YlsrFT+9q57Q4lQiCP+bX1CntXbg3cwx1yl0qwwiWeHrk8EcMc1Q3+HVZXIoZhcxBPQ7CAM8ALK5ZjO2+7cp2tXjKtM+TPPbB5Qdjae1SzXHBWBBWSdW/KFIM3t6ITJBiuZCE+Gfi+CgaQvXojb6IiTGc/8352OLdgiH5Q5Tjedhht/IIRrUpgmKkGBZnPB3Q0eNzBDZdr9SSSaIFsdYDAQA/bWoGp/6eGOJJlERwCatyTpW2J6kiSZxFm7YXlRKiTxV50tiwq5C/V3VjXSE4ANEmrROlGEnWB9YH640D6cweDKhE4qcrt+COQxmTkceQrFi0uZlxQNeGxFM35pJLLkF+PvuPBACOP/54jBwZtz/1+Xz49ttv8dFHH+GCCy4Ax3GoqanB+++/jyOPPBKnnHIKeJ7H6tWr8eGHH+K8885DSUn2xbEEQRAEsTswIG8ABucNxsa2jTh14KkdMmZvj1E8pYo83bz/zbjo24uU90XOIlT54yljX239CiOKRij71H2hzMZP1SSXlbYnCwie4+G2uhGIBbTiyeoCz2mTmMb1GofzhpyHR359BNs3JMWTOmXRtHkq2OLp34f+G19s/gK/N/2Ob7d/CwDY7tuOgTkFyrFCsDdCNafB3e9V07FlpFgOxHAPIGczAODrbZ9jdI9rsLZ5LbZ4twDQuvNZOSccDPEUaRwPW15c3FocdQCS+/W1WOqIDMs5T11jxSGZtqcxceCDECUJfCIKJjfJVUee1A2A1ciRNI1VuWisV5NEbUNkPWrLdHbaXvJ8gWOnCCppe5IlYb7RvaC0vT0Ej8fz/+3deXgU17ku+reqelS35gEBmhESkhCDATMIDGY0eABsGex4nknOjbGdHedJzs11drLjvfdJcnKdnTjXhBPseNiJExvMPNmWHWOwwWYSg5knDSAJzWq1eqj7R9OtLnV1q1oIWo3f3/P4ibpqVdXq7kKpT99a38KCBQvQ2NiIkyc9qeWKigqMHj0aY8eOhV6vhyRJGDVqFMaNG4eGBm1/vSEiIroRSYKEN+a8gTfnvImnS57ul3P2zNIAoTNPObE5itc9i1Z4y2LH6GIgCiJGJY8KeX3/ohC9zXnKsmap9rPV0T23yqK3BJSG9waIPYNC/1Lvfzv+N0WBC39qwZNVb8X9BfdjXtY8375LtkuwO5ULtvqXA/e9r5YSxWvZGQNAB0dzd1XG98/+BTtqdqhWygMACSbVctruzky4bN2Lwwq67kygs224srGshyx7gh5BtAcsDOsfqEiy57PT9QiejCmfYGPlpe5reDNPcu+ZJ+/5u/w+X8VaVd5tfpmjS+0qQa5fcQz14Ms/SAyy4LFv2J4Obnf0BU/MPGlw75/2oL5N+6TEvhAEAbIsI8VqwN+fGn9NrmEwGDB06FBUVVUhJycH58+fx7RpgQsHTp069Zpcn4iIKJroRT0KEgr69ZwjEkfgaONR32u1gCrYvty4XF8RBwC+RXG9RTHUzuU/d0cQBOgEHZyys9dhe9mx2YrXFr0F9Z3KOSxJpqSAtai8BR56Bk89+/Zx1ccoTixG5eVK3J59O0w6E2RZVsyH6nlMqrl7+ORH5z9CcWz3IskyJMWDu5fLluXLDgGA+0qANdRcgCa/di989gLEIDkFg2CEIchaRG6nFd6QVNB1n9E/A3NlryfYkOyA2IWSX1Tg4+emYFCcp8/+pdQleProyTwpA8ILTZ7MkUt2weXNHvoFQe6uVMiypKyKh+7iDYqCEbJKpUS/fv/zZBUwUblbmXlSqUzpd7wgea5VcawedW1dWDg6HQZJ7F4kV9YhCmMnBk9a1Ld14WJr+AvCXWuvv/56QPWfp556CmZz8CEAJpMJdrsdnZ2eG9p//hMRERFdW7dl3aYInkJV8eu5L84Qh+8UfAfvHHtHsd07r8k/UAIAESJmDJ2h2KYX9XC6nAGZpp6vnx39rOK1WuW/JGNSwPC/IVbPnOmehR6GWJRzqc+2nMVrla+h0d6InbU78WTxk1j+6XI0dTX52hgk5cN9prU7y3Oy5STaHX5D0GQJUAme3F3K+WrO1mIAQFqsEY1uPQS/TIobgVX3ZFmAQUiGURfkKd8vWJDM3cMU1YpCyG4DBMnu2/c/1x7BygfHAFBm9MQrmSepx5wnAHBembPkv1aWYvicrIPclQjBqAx0vef3n/Okmnnyez8NnSoVHBWZJ5Vhe36ZK4h2HK5pxff+ehAA0G534tHJWd3rPLl1ARm4aMDgSYMUq7Y1DK6Gf+ZJq0cffTTknCc1nZ2dSE5OhtlshiiKaG9vR2JiYkAb7zA+IiIi6j8p5r7PJ44zxKkO8/Nmns60nFFsf3XGqwFBi07UAa7Qw/bem/8eMqwZiv1JxsCFhlPMKQEBW4o5BfZOu2KYHhAYfF20XUSj3VMs4J/V/8S51nOKwAkIzDxZ9Vakx6T71mw61XK8e6esnnmC24COM88gJuc1yC4juhpmAACm5CVh/1dLYM54O/AYP7IjAXpBjxN16oUN/IMFQ8rHvp911mMqfTECaPUFT5+f6j6nf6l5SfZ8nzpRACDC7YiFqPfsb3d5so2Kohs9MkBuZyzEHsGTb9ie/8K6asPuFFUBA4fdeTNPnvWg1J4TJchuCYLogiDa8eLq7oqR/2vbSTw6Octv2J7EzNON6loNo/MSBAFmsxk2m+2aRuBdXV2orq7G2LFjIUkSMjIycOLECWRkKH9BfvjhhxBFEfPnz79mfSEiIvo2UgtCtBocM1i1zLc3eDLpTL4KfEuHL8XY1LEBbb1FI4IVjNAJuoDAyf8a/jKtmYrFZwH4CkioLTb8i4m/wE+/+CmA7vlaXmdbzwa0TzOnBWybkj4F7596HwCUwZYsKYav+TbLerht2Wg98h+K7Sa9CGdrKWS3zlflTo3sNkGUgmcHFQGbXzDS1TgxeFuxC551oTznbXO0obKhe2ihDp4AWRKvFIZovgnGFE/lxzaXZ86TXZFBUj7OeysJ+mvrartyXHdApDrsTtZDlkUIgts37E7Bm3ly63z9D+A2AmIHBLELp+o7AvcL3cP2XFGYeWLBiG+J1tZWbNiwAcnJycjLywMATJs2Dfv27cO+ffvgdDrhcDiwZ88enDhxAuPHX9uAkYiI6NsoydT34CnBmKBanc87bO+nEzyBiV7U44GCB1TPYRA9D/jV7dWKynneTJRa0AMAU4cEzodOMCagNLnU97pscJnvZ/85PF7+QZn/tYNRCzT9F+X1L7IgyxIAEbKrRzZFJaAaFGv0FYDwrm8UjNs+6EoGSJ2g6+6DaOheVNbZUhrQVr4SXAmC25d9qW6vxj0b78FfvnnD106C5zv2XlZ2dH8Ord7gKUTmSXYFDrH0flaOXjJPQHeRCslUjZWHVyr3+rJG6veJYp8QGOi7ZJfn/QOeOU9RmHqK2sxTTU0NVqxYodg2ePBgPP10/1TEiQarVgWW4ywuLsbcuXMBAFu3bsX27Z6SniaTCXl5eZg/f75vDPWQIUNQXl6OHTt24J///CdkWUZ6ejqWLFmC1NToW/GZiIhooAs3eBIh+ubixBpiVddj8maFJg2ahNdnvY5YQywGxQxSPZ9/8LVg3QLsLN8JURB9xSDU5jYBQLwhcJpAnCEOVr0VP53wU1RcqMDTI7ufwfyLOxQneuYZ+Q/l0xI8qc0H8x/K1+G3zpV3wVbZbYIgdT+0yyoBwg/nDIPN4b6yP3jBDgBwthVAjBVQPnYw/rG3JmB/zzlJ3ddVWdxXUYnODtmlx1vfvBU4XBGee8T7/t0qwVOXy+899igZ7u4KHBp6uPEwfrP3N/i6cbtfH4NMFZG7cyt/OvQnPFz4cPf8M1/mKUTwdOV9qpVkV87V4rC966qurg7p6el44IHuv6x4F4T9NvjhD38Ycv99992n6TwZGRlYunRpf3SJiIiIehFviMf87PnYfn47fjLuJ722f+3W1/CTnT/BqJRRGBY3DJXOyoA23uBJEAQUJRWF1Z9Dlw+hMKHQt/aSt+BDTz1LkkuC5Mt43ZFzB+7IuUMR7Nw69FZMSZ+C2o5a/HLyLwF4FtX1csnKanBa+QdgbX5FFrwP/AHBkEqGJN6sh/vKAruOxomQBq8Jej3ZGQ9JFJCbol5gq6t+Box+c518x7kCgydF38QuwKWeoTPJyu/Af+HaRqdneKMi89QjkHG2jISctllRcW9//X7sr9/fo0PqAZB3fpXXy1+9jJ/d/DMAgCAEri0VwBuU9RieCAB7zvvNxZJZMOK6qq+vR0pKCqxW9b+QEBEREQ1EP7v5Z/jxuB+HLFPuNSplFNbfud73OtSwPS28i8B6NdubFYvWqmWY1LYXJBSErBSoE3X47bTfKraFWhC4pz9M/4Pqdv8grtXR5Ps5LyUORxsQUHFPbSFXnSjApPcEW46mCTCmr+0eStaD25EISRQgBXuvshFuRxxEfY8gyB34Xv0zPYJohwxg2/ltgf0TlN+n7EiC7DJCkOzahu05E9F+8nkIUieMqVugsx6HmmCZJ7cjAaK+yfd609lN+P6o73uGTHrnh4UatucbnihDn7gDgq4dXQ3TAbcJz7zzNaxXqv/LUVqqPGpTNXV1dUhOTu69IREREdEAoyVwUuOfvfEKNtROzeK8xYrX9Z31vjWAQp0rLUZZvCEvLk/zNb16VuBTM9QyFK9OfxXj09TnXvsHTy2O7mp1sUbP5xkQEKgML9NLgme9IQCABHvtQsV+b0VD2WWC7IiHKAgQQ8x7cncFPo+qZZ7QI/MkGOoCmjjbc6ELGEkl+OYxdbg8ga5/8KQWIMqOFLg7MyA71b9PWRYUi+v666y+J2Db+jPrr8xX8mSz1Mqc+/h9B6b09TCmfAxDcsWVt+K/sDELRlxX9fX1qK2txR//+Ef89re/xbp162C3D7y1mIiIiIj6i1rQpVYJL5ilw5VD9Y82HsULn73ge61WCh3wDNPr6zW9jKIxYFHdnn4z9TcYlzYu6H5l5qk7eDJKnof5wGF7geW0dZLoyzwBnoV0vYZahmLFrSswa8jtsFXdD0CC1MvTsts+WGVr4HWHJXcvDSOInYjJWhHQRnYkQS3J5Q2CnOjAF2fqlFUXQ80/coX6ntS/C1fHcLSffEGx7dWDryorJKrN6fJeU2UemTGlwvODf2VDt8Rhe/3J4XCgtVVlcS54Fna9fPkyEhISsHDhQthsNmzZsgWrV68OOtfnlVdeCdg2UIpLeNPeodLfRP54z1C4eM9QuHjPDEx6KfBBOUYfo/l7yovPw1tz38KDWx8EAKw+tbpP57LoLQHtertnBEGASWeCzWlT3Q94slOhru8fPHW6uzNmJt2VzyXgwT0wiNFLIvwf2d32wYiz3YGinDr8y9h/QXZcNp4s/Bes+fALzxlEAWsP1Aacp/t49eIcPaXExOH8lcrdgmiHoGsPaON2WiEKQsBn4HZZfO/kf7y7C/9+f3fwopZ58u0LEjwJQuigxd2VhvZT34cl7798275b8d3u/Y7g64wGLUQBKOZhybIObrd3e/T8nhmwwVNVVRXeeOMN1X1Lly7Fiy++CJ1O51vIddGiRfjTn/6E1tZWxMaqVz7pyWzWPvb2ejCZek9nE/njPUPh4j1D4eI9M7DIusCH3oSYhLCeaXLEnKD74s3xms4V6pqh7hmzzhwyeEqwhH4vyVCfshFj9ByjWuWuh1iLGU6X8nNMdt6Olbd1l2PXG7ozJEa9Hodr1P+gDwCujtxerwkAFn134CdIHarzrASxC3qdLuAz8B9+Z9edhx3d2TJvaXE1ams+aeW2D4UoiHDLnn5esl3y60+IEu/BKhiKHQHD9uQrYWw0/Z4ZsMFTTk4OXnrpJc3tvaW1W1paVIOn5cuXB2yz2YL/472eBEGAyWRCZ2dnVKYv6frjPUPh4j1D4eI9MzC53IFV6kSXGNYzjV7WwySZ0OkKXATVIBs0nctmtwW003LPmKTQD8myQ4YNwa8vOtXH0BmuLM4ru3qfS+Z0dAE9+ie73Yr30+73s+x2Ydm0HLz66RnV87m7UuDqHATJdBEA0NVwS5A+dgc5olE9k+VsHQk50RX4HfgFheYhf8PpxvLu/oUIkILNeeo4/3DQY/xtX/QhZq6+NWC7u1NtqOKVawYJYI2pHyrXv5IlX+ZpoPye0fKHgwEbPIVSV1eHlStXYtmyZUhM9Iwfra2thSiKSErSvn7CQPiS/MmyPOD6RAMb7xkKF+8ZChfvmYFFVJmubpJMYX9Hg2IG4Wzr2YDtVoNV07niDfFB24W6Z9QKXvgziIaQ1zeIBggQfBkLL99wxl7WbQIAvSgEVHkTBEFxXZdfZkoUBMwsTAkaPAEiOk5/H6KpBhaTC/ambNVWZr/5ZJK5SrHvwfwnsfKzWrg68iBCCPgM3H5BkCB14q1v3ure15kBs16CzREYWDs78hWvb064Cx/unAStZQ9e/MdJtZGPcLYPD3qMarEMAKK+QZF5kv0KRkTT75moLBiRkpKCpKQkrFu3DpcuXcK5c+ewbt063HTTTQNuKB4RERFRfxEEAQZROacknBLgXsGq6mXHqj/4A8Cykct8P9+Rc0fY1wR6r7inE0P/XV8URNX3axC9BSN6H/5l1Il+1fY8es648a8CJ4qeeVKh6eDuzERrU47K2YBbC5IRI3WPjJLM530/z86YjfK8h+BonApAgNqypc7mm1SvKrvMkJ2xeOn2AvVuuY2wnX8IgGexYmfjTITz+P/xsXpsvmuzYpvLlgnIwec1BfsOdLFHYRy0zq9hVOZwojPzJAgC7rvvPmzevBmrVq2CIAgoLS3FnDlzIt216+ZXv/oVnn76acTHd0/Ya25uxooVK3pdQLcnteMOHDiAvXv3oqmpCXq9HsOHD8ctt9wCo9Hoa6/XKyetDho0CHPmzEFKSkrQvpw7dw6bNm3CM888gz//+c9oafGsi+BwOKDT6XwTBsvLy5GRkeE7bsOGDRAEAQsWLAjrvREREd1o9KJeUW2tL8HT4cuHVbenmFKCHvNY0WN4eMTDAZX3wtGXvqqdo8PZodgWb0gE4A6a9fBn0ouwGpWPwD3rFbj9UlM6QYBeurqCBjEGHeIMCar7hsUPU2TCRJXiCbLLCpdtaEDGCqIdgIAEc/CKe862EswxvoF/mz0CxT8PXNC3N1adsjiE254WpKW3QfDvwDu0EQAg6/Cru4vD7k+kRWXwBADx8fFYunRp7w0pbBUVFTh16hTmz5+P9PR0dHR0YOvWrQHVDJ977jnfz3a7HVu2bMGmTZvw0EMPabrO448/7vv5tddew/z585GVlRXQ7vjx4zhy5AiKi6PvHxgREVF/M0gGtDv9Ks31Mo9IzY/H/Rgvf/VywPY0c+gH46sJnIDAYXs5sTlINadi96XdeLpEWxXkRGMiGjobFNvi9IkAGqAlq2LQBbbpGbA43f6Zp6sPnmpbOjEuW31qSYY1A27/TFew9XidgXP6na1FIY/xen9fDf7trhHaOtvD6F9+gtii7tdulX740xLAAoAsS7ijNL1PfYqkqA2eqHeVlZXYs2cPmpubodfrMXHiRIwb51k74cCBA9ixYwdcLhdGjRrlO6apqQm7d+/GY489hpQUz1+fLBYLFixYgE2bNqG9PbCsJgAYjUYUFRVhw4YN/foeOjo68Mknn2DkyJFwu9VX/yYiIvo26Tm0LdjaTKHclXtXQPA0O3P2NS8Z3XPYnkVvwe+n/z6sc2TFZuFE8wnFtlhDLIAGxYK1zvbAKngCPHOeejrUo5qefzAjCYKGYXuhWY06xOjVgwpJlHoET+rfgduRqHitgwltF+/yHNNb9HSVZLcegujw/OxI6KWtxuwih+3R9fb6668rfsn5T7RrbGzERx99hO985ztISUnByZMn8cEHH6C0tBSNjY34+OOPsWTJEiQnJysCnrNnzyIxMdEXOHkZjUYsWrQIgGeYX08dHR3Yu3evauboamzfvh0333wzWltbVa9LRET0bdMz+6O2cG5vBEFAblwuTrec9m37wZgfXHXfepNqTlW87kvgl2hMDNhmuXIed2cGui5PgaBvhL3mnoB2Rp2oGiDanco/0Lr8Mk9SP2SeupzuoOfQCTpF8b9gwVPP8uB3J67A/3FWhzzG3/ajdRp7G6izegnMGW9DJ8fB0TIWADApNxG7TjcGtJWdyrWlui5Phj7xS8UaT56GV5fFjBQGTxoY35gHob3vN1xvBAAQBJhkGW5LKuyPbNF03KOPPqo65wkA4uLi8OijjyIuLg5tbW0QRREul6f05fHjxzF8+HAMHuwpM1lWVoYTJzx/wbHZbJqLbvzud7+DLMtwuVwwmUwoLCxEWVmZ9jfei6NHj6KrqwujRo3Cjh07+u28RERE0ay2Q1nmuq/ZoqmDpyqCpyST9orFfZUbp8wGqQVCvfFfKBfwlCc3SN5HWgH2K9kYNWpD9tQo5iCJAnRqVRzCUDI4FiMGxaJrxwQYEncr9u063QxHSvfInmBfpzug7Hj3Y7yW2O7ZdytD7rcaJbTZAyv2AYCztRRtJ3/gGTp4paKh1age/PQcXth1uQxdDbfCOlyZ6Qy1PtVAxuBJA6G9DmJbzbW/DtTqs/SNKIr4+uuvcejQIZjNZl+gBADt7e2wWrv/AfoHYBaLBR0dykmYXh0dHYiJ6f4L0bPPPgsAOHPmDDZs2IDs7GzfImfexYvdbjdEv184brfbty+U9vZ2fPrpp4o5VkRERNR/FmQvwJvfvAkAeKrkqetyzZ7BU4Y1I0jL4Cx6ZWZDdpuh0ziszqTX1s5/zpMkoE+Zp1/cOQKbD12E0y3jyalZiDPpYa9dDH38Xghid8nut768gDfaugMbKdgQvB5l2BVD/fph2F68WR80eAIAuUuZNWxo6wrSUvmcJzuSAIiwXfgOzBnvdG/vZe7UQMXgSQPZkoprOdtGQPf6ArIltdf2Whw5cgSnT5/G448/DrPZjM7OTlRWev5hWiwWNDU1+dq2tbX5fs7KysKWLVtQX1+vGLpnt9uxYsUK3HPPPYiLU/7FJycnB9OnT8f69evx0EMPITk5GWazGZIkoaWlBQkJCb62wRYx7unMmTPo6OjA66+/DgBwOp2QZRkXL17EY4891odPhIiIiPzlxefhl5N+ifNt57F0+PUpwtUzeOqtNLma6UOm4/cHuudJyS4TdBqDB6PWzFNAwYjwM09Wo4Q/PTimx1YRnbULYR7ynm+LIDiULYK8FWd7PmSXCYLUCful2+COU86TykuJwal69T+Aa5GXEoOqpsCFk/uis3YhDCkfoqt+BrxFPFx25cK6vRWeGKgYPGmgdRhdXwmC4AlwbLZ+WyDMbrdDkiRIkoSuri588sknADyZn8LCQrz99tu4cOECBg0ahM8//9x3XHx8PMaOHYu1a9diwYIFGDRoEFpaWrB161akp6cjIyPDV17c38iRI3H06FFs2bIF999/PyRJQn5+PioqKjB37lyYzWbU1dVhz549GD9+fK/9LykpQUlJie/1jh070NzczFLlRET0rfejm36E//z6PwEAD494+KrONTtzdn90SbOe60tNSJsQ9jkyrZmK17LLrDkzpHXYnv86TzpRCJ4NCiHYMc7mCYB/8CTZFPuDDsN0x6DjzHchGi/B2VqEhiHdQZckCkiPM15V8GTShTcHKTU2+Fw7R+NkOBonK7bJXSlwdmRDF3MW7q5kyI7wh2wOBAyeblAlJSU4c+YM/vjHP0Kv12PEiBFITk5GQ0MD8vPzMW/ePGzYsAF2ux033aRceG3mzJn48ssvsWHDBrS2tsJoNKKgoABTp04NOa569uzZWLVqFfbt24exY8di3rx5qKiowKpVq+BwOGCxWDB27FhFdT8iIiIKz125dyHWEItkUzJuSlVfPHUgW5i7EB+c/gBxhjgUJARZ3DWEns8istsMnSiicJAV31xsC3KUh+bMk4bqd72RQhznaCmBPu4QAMDVqczIhDrO3TUI7q5BAID1B7vXTJIEAT+ck4/Fr+0OdmivDLrw3mf4AaUA2/nHobMehqt9OMJZrHcgYfAUpdQWwo2Pj/dtNxgMWLx4cdDji4qKUFTUXbR/6tSpvp8FQcDEiRMxceJE1WP9r+MvISEBzz//vO+10WjEvHnzMG/evF7fzzPPPBNyf38WoiAiIopmOlGHOZlzIt2NPntuzHOYlD4JRYlFAaXL+8Rlgk4S8Jt7inHHq1+GbGoMMfzucE0rqps7MaMgOaDaXl+EOs5eezfgNsLdlQx3p7JScV9iNUkUkGI1hH+gn8Fx/fBd9MZthPNKtb5oFZ0hHxERERFFpRhdDGZmzMRgy+DeG2vgyTwJSLX2XrI91LC98j/twbPvVmL1vlq4/Ca7h8o8hcoShQqeZJcFnTVL0NUwK2Cf2jpUvZHE0H3RYkZBcu+N/Mwp6p95+tGGwRMRERERRS3ZZYJeEjVliLS0eWn9N4phe95iFA/cPDSs8/U1Y2XSd889WvnAaE3HSKKAq6ymjnizPqz26SHmPN3IGDwRERERUdSSXVboJEFTxT2t85ecimp7nv/9ybzh2Px/TVK0e3qqcsidP0MfF9b1z45NGZaEj56bHKK1hyQKfZ6b5ZWbEt6CxVd5uajF4ImIiIiIopbbEQ+9KECnIVjRWtJ81+lG38/e4XCCICArSbmw65Nl2UiLVZ9rpFbevHCQRaWlUs+MVbqGuUiScPXB09Ue/23B4ImIiIiIopcrBjpJW/CgdSidopJdj2PuHuOZq/XM1GwYdCL+/pT6EixqwdP/e+/Ifutjz2P6sBTVVQlVgVmLcVnx/dST64vV9oiIiIgoqpQNLsOOmh0AALcjATqNE376kl3pGcz84s5CLJ+Z6ytQYTWqP06rlf7OTup9aFzfCkYIVx3MXG8OV/+sbXq9MfNERERERFHlqeKnYHEVobN2IWRngqYhe33VM+ASBGVlP7NefXFZtcyTFn3OPF3n4Olqr3agqqVf+nG9MXgiIiIioqhSlFSEIbZn4Wj0FFPwzmV6YVae5nP85RFt6w31dTicPkhAd3N2Qi/X60PwJAjoY3G/PouyRFe/YfBERERERFHHvyJedznxDM3Hj+8liPHqa8nxYEMJeztfsKArlGgcthetOOcpyp0+fRpffvklLl26BJfLhaSkJIwfPx7FxcW+No2NjVi5ciUmTZqEadOmKY6vr69HRUUFqqqqAABpaWmYNm0aMjIysGvXLuzatQsA4HK5AACS5ElNFxcXY+7cudfjLRIREREFcLo9K9nq/AIHk06EAEDrbBpRANy9NO7vKnT+a0ip6UuwdrVrPPWF0GPg3k2Z8fj6fPP178h1xuApih0+fBjbt2/HzJkzUV5eDlmWUV1djQ0bNkCSJBQWFgIADh48iJKSEhw8eBBlZWUQr/wLc7vdeO+99zB+/HgsXrwYgiCgsrIS//jHP/Dkk09i0qRJmDTJs57Bjh070NzcjAULFkTs/RIRERF5Oa8UHPAvPy4IAswGCR1dLk3nkEQB7l4KF/R1LlGyRX3R2d4KJfQlePJ+Bgf+7+kY9W+fhH18XwxN6C6hPrMwBb++uxg3/fun1+XakcTgKUq5XC589NFHmDlzJkaO7C57mZWVhfnz58NutwPwBEiHDh1CeXk5Ghsbcfz4cV9QZbPZ0NLSghEjRvgySqNGjcLly5fR0dEBq9V6/d8YERERkQbeYXs9i0XEhBE86UQRDlfotn0JZnb/aFrQYXStdmevfeqptwyZNzumtepgfzAbRPz34zdhz9km3DN2CExBCmfcaBg8afDI9kfQ0Nlwzc4vQIA3x5xkSsIbs9/o9Zjq6mp0dXVhxIgRAftycnJ8P58+fRoWiwWpqakYOXIk9u3b5wueLBYLhg4dir/+9a8oKSlBVlYWBg0ahBkzZvTTOyMiIiK6Nhy+zJMyYIgxaH+I10sCbI7QbcINnn5x5whYgpQvB4Djl9pDHq+2kO+r943Csv8+EPSYvs7LulqjM+IxOiM612vqKwZPGjR0NqDOVnddriVrHKXb1tYGs9kMna77K1y1ahVaW1shyzIsFguefPJJVFZWorS0FABQVFSEjz/+GJcvX0ZSUhIA4N5778XXX3+NY8eO4bPPPoPBYMDYsWMxdepUTjwkIiKiAcs350kl86SVlqAj3LhEbX2ncKj1aVp+Ushj/OdlPTsjF7+rON2na78wKw//+8NTmtqqZcIevDkDb315oU/XjhYMnjRINiVf0/P3zDxpERMTA5vNBpfL5Rty99hjjwEAzp07h02bNqGjowMnT57E+fPn8fnnnwPwDPfbt28fZs6cCQDQ6/WYOHEiJk6cCLvdjlOnTuHDDz9EbGwsxowZ0+/vlYiIiKg/qM15AgC5l4IM/jISTGjsCJ160hJg/fvCIvz4gyMAgNkjUjVfX41ZHzj0Lpw/aC+7JQeZSWZUVrfijV3nw7r2I5MywwieAj/n5bfmMngiaBpGdzUEQYDZbIbNZtP8D37o0KHQ6/U4duwYioqKVNscPnwYWVlZuO2223zbampqsHnzZtxyyy04fvw4du3a5Qu6jEYjioqKcPHiRdTVXZ9MGxEREVFfeOc89Szt/c3F4MPieo7weXlhEe7845chr6MleFo4Oh1ThiUi3qyHoa8LQ12RlWRW3X7vTUPw96+rNZ3j9pGDUJweG3bwFM7CvmrDC0MNV7xRcJ2nKKXT6TBr1ixs374dlZWVcDgccLvdOHv2LD7++GNYLBZUVlaiqKgIVqvV919+fj50Oh2OHj2K7OxstLW1YceOHbDb7XC73aitrcWxY8eQl6d9kTkiIiKi68nlln0Zo/ONnWEcp3w9LNXS6zFaq+2lWo1XHTgBQHqcSXX7i3OGhXWeaz37wqj7dhSI6OnGDw9vYMXFxYiNjcWXX36JiooKOJ1OxMfHo6ioCBkZGXj33XeRn5+vOEYQBBQVFWHfvn0YOXIk7r//fnz66adYsWIFXC4X4uPjUVZWhmHDwvsHSkRERHS9fPRNfdB9iTH6oEPxXG636vZQxOtcjCFYpivcrI6ll7lfYzPisPdCS1jnJAZPUS8zMxOZmZmq+1544QXV7f7V9FJSUnD33Xf3ep2ysrI+9Y+IiIiov4WaV/PQzRlBCya4elsRV0Vf13kKZmZhSsjgr7+kxhqD7vvvx2/Cqp3hDekjDw7bIyIiIqKosvtsU9B9z0zLDrpvUm5iyPMuHJUesC011qC5X1r86x2FQfflpcSEPDY3OfR+rQoGWfHLhYHL3VDvGDwRERERUVQpy+sOgp6ZqgyWBEGA2W/B1ttHDsIdpYOwaHQ6HpqoPlrHa05RYKW8tBAZnL5Ithjwv8tLVPedqu8Ieeyzt+b2Sx8EABaDDv/ztuEAgBXfGdUv5/024LA9IiIiIooqT5Rl44szTUi2GPDQxIyA/b+5pxjf++tBAMD3bslBbi8ZHS+LQcL/WlyMF1cfBgC8+ejY/uu0n3lFqUgw69HU2wq9PeRrKHDRm5mFKTBdCS4fuDkDD9wc+PlRcAyeiIiIiCiqTMpNxCcvTIFZL/kCAX/Thyfj/7t/FGJNul4Dp5/OL8AvNh2DSSeicJAVE3P1mD0iBU63DOs1Kr0tCAI++5cyNHU4MPU3OzQfNyzVgkm5idh1urFP1934PyYiO0gpdNKGwRMRERERRZ3EmOBzkQRBwC3DkzWd5/4JQzEi3YoUqwEJMXoAUA3I+psoCEiyhD+f6s8PjUGXy40xv/wk7GMzEk1hLbhLgTjniYiIiIi+1cZmxiMzMXoyMn2tAKgTe3/0/+4tOX0697fFgM88ybKMt956C6WlpRgzZoxve0dHB9avX4+TJ08iJiYGt956K0aN4mQ3IiIiIrqxaV16amJOAr440xTWub8/IxflYwcj3qzH+P/4VLXN0nFDNJ/PqBNhd4a/vtZANaAzT7IsY9OmTTh16lTAvg8++ACdnZ144oknMG3aNKxduxZVVVUR6CU1NzdHugtERERE3xpah979n4fG9On8g+NNiDFImNuj+uC9Nw1G+djBeGHWMM3n+sWdN1ZJ9AGbeWppacHq1avR2NgIk8mk2Hf58mUcO3YMy5cvR0JCAtLS0nDhwgXs3r0bQ4cOjVCPr69f/epX0Ov1vteSJCE3NxezZ88O+Lx6s3HjRsTHx6suhCvLMr744gscOHAAHR0dMJlMGDFiBKZOnQqdToeLFy9i7dq1eOqpp/r8XkJdn4iIiOhG9p+Li/Cj1UcAAPeN157R0UIUBLxy70i89eUFPD45dJl2NT+7oxBbj9T5Xn9/Rh5SrOHN05IGdKomfAM2eKqpqUFcXBzuvfderFixQrGvqqoKcXFxSEhI8G3LysrCZ599dp17GVmPPfYY4uPjAQB2ux1r1qzBtm3bcOedd/bbNQ4ePIijR49iyZIlSEhIQHNzM9atW4dPP/0UM2fOhN1uh9t946RiiYiIiK6nO0vT0drpRH1bF5ZNy9F83H8uLsLqfbX4bohFgQHP2lVq61dpEWcKP1T40wOj8dTb+/t0vWgwYIOnwsJCFBaqr8Dc2tqK2NhYxTaLxYKWlpbr0bUByWg0Yvjw4di/33Ozvvbaa8jJycGxY8cwceJEjB49GhUVFThx4gREUURJSQnKysogSZ5qMo2NjXjzzTfR0NCAgoICzJ49GwaDARcvXsTQoUN9gWp8fDxmzJiBc+fOoaurC++99x6cTid+97vf4dlnn0VNTQ0qKirQ0NAAl8uFgoICzJs3D6Ioorm5GVu2bEF1dTUsFgumT5+OgoICxfs4fPgwPvnkE9x3331ITAy9CjgRERHRjeA7E8Jfa+nO0nTcWZp+DXrTTexDYYqyYUmK17IMmPUSbA5Xf3UroiIWPDkcDrS2tqrus1qtMBiCpwQdDgd0OmXXdTodnE5n0GNeeeWVgG1PP/20pr5Wf+cBuBoaNLXtK0EQIMsypORkDHnnbc3HeMe8Njc348iRI8jMzPRts9vt+N73vgeXy4XNmzfD5XLhqaeegsPhwPvvvw+dToeysjIIgoAzZ874skurV6/Gzp07MWPGDAwfPhzvv/8+HA4H8vLykJGRgczMTGRmelK/5eXl2LhxI5YtWwYAWLduHaZOnYqSkhI0NTXhzTffxLlz55Cbm4sPPvgAWVlZKC8vR01NDf7+978jIyPD19/Tp0+joqICS5cuRVJSkso7Ji/vZ8Zyo6QV7xkKF+8ZChfvmRufThL79P3+7I5C/OjKwsP+ovGeiVjwVFVVhTfeeEN139KlSzFiRPDJZWqBktPpVMwB0sJs1laS0n35MlyXLoV17r4SBEFzv1atWuW72YxGI4YNG4Z58+bBaDRCEASUlJQgNjYWDocDx48fx/e+9z1fBmnWrFnYuHEjZs+eDUmSMGbMGOTk5AAAZsyYgXXr1mH+/PkoLi5GbGwsdu/ejQ8//BAdHR3IyMjA7bffjvT0dN+1vH1++OGHkZSUhM7OTrhcLsTExKCrqwudnZ2oq6vDk08+CZ1Oh+HDh+PRRx9FfHw8JEnCpUuXsHv3btx3332+wIx6F+78NiLeMxQu3jMULt4zN5b/uLsUP1l9EDNHpGFIclzYx+sNBgR7QvfeK9F0z0QseMrJycFLL73Up2Pj4uLQ1tam2NbW1hYwlM/f8uXLA7bZbDZN1xOTkiDJcnidDJM38yQmJWnul/+cJy+32w2bzQZZlqHX62Gz2dDW1ga32w2DweA7t8lkQktLC2w2my/I8e7T6/VobW31vU5JScH8+fMhyzLq6+uxa9cuvP3221i2bBnsdjtkWfa1PXnyJN5880243W4MGjQIDocDXV1daGhogNlshsPhgMPhAAAkJibC6XTC5XLh7NmzSE1Nxf79+zF48OB++UxvZIIgwGQyobOzE/I1vjfpxsB7hsLFe4bCxXvmxrSwNBXT86ch3qTT/IxaPnYw/rG3BgBQmh6DPWebVNt1dnYOqHtGSwJjwM55CiUjIwPNzc1oaWlBXJwnAj537hwyMsIbL6r1Sxr89lth9zEc3syNN+jR2i8tbWVZhtlshiRJaG5u9g2Ha2pqQkxMjO8cbW1tvnM1NzcjLi4Osixj1apVmDx5si8TmJKSgrlz5+KVV17x9dd7ndbWVmzduhUPPvggUlM9ExNff/11AJ6hmDabTTHkcvfu3cjLy4Msyxg3bhxGjx6NP//5zygpKQn7u/y2Cud+IQJ4z1D4eM9QuHjP3HjirxSO0Pq9vjg3H5mJZhQOsiI9zgiLQVJt5/8cGS33TFQWD0xMTMSwYcOwevVqXLx4EV9//TUqKysxYcKESHdtQBJFESNGjMAnn3wCu92OtrY27NixQzE08uDBg6irq4PNZsPOnTtRUlICABg+fDh27NiB6upqX4bpiy++QHp6OmJiYiBJEpxOJ9xuN+x2OwDPsEq3240DBw6grq4OLpcLcXFxSE9Px+effw6Xy4ULFy5g165dMBqNvj7GxcVh0qRJ2LZtG1yuG2NSIREREdG3jdWow1NTs3HL8GQAwPSC5IA20/Kjc357VGaeAGDx4sVYu3YtVq5cCavVirvuuutbs8ZTX8yaNQsfffQRVq5cCVmWUVxcjKlTp/r2Dxs2DGvXroXNZkNRUZEvEC0rK4Ner8emTZvQ2trqW09q8eLFAIDU1FTExcXhv/7rv7Bs2TKMHz8eb731FgRBwJAhQ1BYWIiGK8U27rzzTmzduhV/+MMfYLFYcMcdd8BqtSr6OWHCBFRWVmLPnj2YOHHidfp0iIiIiOhaEQUBpUNicbC6u1jc75eWRrBHfSfI0ZIjuwY6Ojoi3QUAgcP2iHrDe4bCxXuGwsV7hsLFe4ZC6XK6MeblTwB4AqeZhSkD7p6JiYnptU3UZp6IiIiIiCg6GHQiDv8/t8LudMGoU58DFQ2ics4TERERERFFn2gOnAAGT0RERERERJoweCIiIiIiItKAwRMREREREZEGDJ6IiIiIiIg0YPBERERERESkAYMnIiIiIiIiDRg8ERERERERacDgiYiIiIiISAMGT0RERERERBoweCIiIiIiItKAwRMREREREZEGgizLcqQ78W33yiuvAACWL18e4Z5QtOA9Q+HiPUPh4j1D4eI9Q+GKxnuGmSciIiIiIiINGDwRERERERFpwOCJiIiIiIhIAwZPREREREREGrBgBBERERERkQbMPBEREREREWnA4ImIiIiIiEgDBk9EREREREQaMHgiIiIiIiLSQBfpDnzbHTlyBO+++65iW1FREZYsWRKhHlG0eOeddxATE4NFixZFuis0wF2+fBkbN27EuXPnYDabcfPNN6OsrCzS3aIBqqWlBZs3b8bp06eh1+tRUlKCWbNmQafjIwOF5nQ6sWLFCixYsAA5OTmR7g4NYE6nExs2bMCRI0eg1+sxefJkTJkyJdLd0oS/CSOsrq4OBQUFuPPOO33b+H9Q1JvKykocP34co0ePjnRXaICTZRnvvPMOhgwZgmeeeQaXL1/Ge++9h7i4OJSWlka6ezTAyLKMv//97zCZTHjsscdgs9mwdu1aCIKAuXPnRrp7NIA5nU689957qKuri3RXKAps3boVNTU1eOSRR9DU1IQ1a9YgISEBxcXFke5arzhsL8Lq6+uRlpYGq9Xq+89kMkW6WzSA2Ww2bNu2DUOGDIl0VygKtLW1IT09HbfffjuSk5MxfPhw5Obm4ty5c5HuGg1ADQ0NuHDhAhYuXIi0tDRkZ2djxowZqKysjHTXaACrq6vDypUr0djYGOmuUBTo6urC3r17cdttt2Hw4MEoKipCWVkZvvzyy0h3TRMGTxFWV1eH5OTkSHeDosjWrVsxatQopKamRrorFAViY2NRXl4Oo9EIWZZx7tw5nD17lkNqSJXVasUDDzwAq9Wq2N7Z2RmhHlE0OHPmDHJycvDEE09EuisUBS5evAiXy4XMzEzftqysLFRVVSEalp/l+LAIkmUZDQ0NOHnyJP75z39ClmUUFxfj1ltvhSRJke4eDUCnT5/G2bNn8d3vfhcbNmyIdHcoyrzyyitobm5GQUEBioqKIt0dGoBMJhPy8/N9r2VZxu7du5GXlxfBXtFAN2HChEh3gaJIa2srYmJiFM+6FosFTqcTHR0dsFgsEexd75h5iqDm5mY4HA5IkoR7770Xc+bMwcGDB7F169ZId40GIKfTifXr12PBggXQ6/WR7g5FoSVLluD+++9HbW0ttmzZEunuUBTYtm0bampqMHPmzEh3hYhuEA6HI2B+v/e1y+WKRJfCwsxTBCUkJODFF1+EyWSCIAhIT0+HLMtYvXo15s2bB1FkbEvdKioqMGTIEMVfhYnC4Z0n53Q68f7772Pu3LnMclNQ27Ztw65du1BeXo60tLRId4eIbhA6nQ5Op1Oxzfs6Gv44zOApwsxms+J1amoqnE4nbDbbgE9b0vV16NAhtLW14eWXXwbQ/deZw4cP4yc/+Ukku0YDWFtbGy5cuIARI0b4tqWmpsLlcsFutyMmJiaCvaOBauPGjdizZw/uvvvuqKh+RUTRIy4uDh0dHXC73b5EQVtbG3Q6XVQUTWPwFEEnTpzA+++/j+eff94XadfW1sJsNjNwogCPPPII3G637/X27dsBALNnz45UlygKNDU14W9/+xuef/55xMXFAQCqq6sRExPDwIlUVVRU4KuvvkJ5eTkDJyLqd+np6ZAkCRcuXEBWVhYA4Ny5cxg6dCgEQYhw73rHcWERlJmZCZ1Oh7Vr16K+vh7Hjx/Htm3buHglqUpISEBSUpLvP4PBAIPBgKSkpEh3jQawIUOGYMiQIVi7di3q6up8v2emTZsW6a7RAFRXV4dPP/0UZWVlyMrKQltbm+8/IqL+oNfrMXr0aKxfvx5VVVU4evQodu7ciYkTJ0a6a5oIcjTUBLyBXbp0CVu2bMGFCxdgMBgwbtw4TJ8+PSoib4qsNWvWAAAWLVoU0X7QwNfa2oqNGzfi9OnT0Ov1uPnmmzF16lT+nqEAn332GT788EPVfS+99NJ17g1Fo3/913/FI488wuUQKCSHw4ENGzbg8OHDMJlMmDJlCiZNmhTpbmnC4ImIiIiIiEgDDtsjIiIiIiLSgMETERERERGRBgyeiIiIiIiINGDwREREREREpAGDJyIiIiIiIg0YPBEREREREWnA4ImIiIiIiEgDXaQ7QEREpMZut+PXv/41jEYjnn/+eUiSdE2vt2bNGuzfvx8AsHDhQiQkJOCNN96AIAj4wQ9+AIvFomjvdDrx61//Gna7HcuXL0dCQkKv1/j5z38O7/KKXHSWiCj6MPNEREQDUmVlJSwWCzo7O3HkyJHrcs2MjAz84Ac/QElJiW+bIAg4evRoQNsTJ07AbreHdf4XXngB8+bNu+p+EhFRZDB4IiKiAWnv3r3Iz89Hbm4uvvrqq+tyTUmSYLVaodfrfdvy8vJw+PDhgLaHDh1CdnZ2WOe3Wq0wmUxX3U8iIooMDtsjIqIBp66uDlVVVSgrK4PNZsO6devQ0NCA5ORkAIDD4cCWLVtw+PBhuFwulJSUwOl0QhRFLFq0CABw/vx5bN++HdXV1YiJiUFBQQFmz54No9EYVl9KSkqwbt06dHR0ICYmxnf9Y8eOYfbs2Th79qyvrc1mw7Zt23DixAm0t7fDZDKhsLAQ8+fPVwRkREQUnZh5IiKiAWfv3r0wGAzIz89HUVERRFHEnj17fPvXrFmDU6dOoby8HE888QTsdjsOHjzo23/x4kX85S9/QX5+PpYtW4Z77rkHNTU1ePPNN31zjrTKzs5GTEyMYujgsWPHkJiYiNTUVEXbDz74ALW1tViyZAm+//3vY968eThw4MB1y5wREdG1xeCJiIgGFLfbjQMHDqCwsBB6vR5msxn5+fnYv38/nE4nGhsbcfjwYSxYsAB5eXlIS0vD4sWLYbVafef4/PPPMWzYMEybNg3JycnIysrCPffcg6qqKkWmSAtBEFBUVKQYunfo0CHFvCivvLw8LFy4EBkZGUhISMCoUaOQnp6Oixcv9v0DISKiAYPD9oiIaEA5fvw42tvbFcHJyJEjcezYMRw6dMg3/C0zM9O3X6fTYejQob7XNTU1aGhowMsvvxxw/rq6OuTk5ITVp5KSEvzlL39BR0cHdDodTpw4gTlz5qC5uVnRbsKECfjmm2+wb98+XL58GXV1dWhsbERKSkpY1yMiooGJwRMREQ0o+/btAwD87W9/C9j31VdfYcqUKQAQcvidLMsYNWoUpk2bFrDPO28pHFlZWbBYLDh69Cj0ej3S0tKQmJioCJ5kWcY777yDS5cuobS0FCUlJRg8eDDWr18f9vWIiGhgYvBEREQDRnt7O44dO4YxY8Zg8uTJin07d+7Evn37kJiYCAC4cOEC8vPzAQAulws1NTXIzc0FAKSlpaGurg5JSUm+4+vr67Ft2zbMmjUr7Ip3giCguLgYR44cgSRJGDlyZECb2tpanDhxAk888QQyMjJ8/bp8+bKvz0REFN0454mIiAaMAwcOwO12o6ysDGlpaYr/pk2bBkEQ8NVXX6GkpAQbN27EqVOnUFdXh7Vr16KlpQWCIAAAJk+ejJqaGmzYsAF1dXU4f/483nvvPUXFvnCVlJTg1KlTOHXqlOp8J6vVClEUcejQITQ2NqK6uhr/+Mc/0NbWBqfTeVWfCxERDQzMPBER0YCxb98+5OXlqc4RSkpKwogRI3DgwAE899xz2Lx5M959910AQGlpKTIyMiCKnr8JZmRk4MEHH8THH3+MFStWwGAwIDc3F3PnzoUkSX3qW0ZGBqxWKxITExEbGxuwPzY2FosWLUJFRQV2794Nq9WKgoICTJo0Cd98802frklERAOLIIdbs5WIiCiCnE4nTpw4gdzcXMWaTb///e9RWlqK6dOn9+m8a9asQVNTEx599NF+6qm6ffv24YMPPsBLL710Ta9DRET9j5knIiKKKpIkYePGjcjJycG0adMgiiL27t2LpqYm1eF04XC5XGhra4PRaLwmi9q2tbWhs7Oz389LRETXBzNPREQUdWpra7Ft2zZUVVXB7XZj8ODBmDlzJrKzs/t8zjVr1mD//v0AgIULF2LMmDH91NtuP//5z31VApl5IiKKPgyeiIiIiIiINGC1PSIiIiIiIg0YPBEREREREWnA4ImIiIiIiEgDBk9EREREREQaMHgiIiIiIiLSgMETERERERGRBgyeiIiIiIiINGDwREREREREpAGDJyIiIiIiIg3+f5tToGOOSMmKAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = ms_obs.plot(invert_xaxis=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Similarly, we convert the time unit of deglacial simulations to \"kyrs BP\" and then visualize them with the x-axis inverted and the lelgend location moved to the right side." ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ms_deglacial = ms_deglacial.convert_time_unit('kyrs BP')\n", "fig, ax = ms_deglacial.plot(\n", " lgd_kwargs={\n", " 'loc': 'upper right', # put the legend anchor to the upper right corner\n", " 'bbox_to_anchor': (1.25, 1), # move the legend to the right side\n", " },\n", " invert_xaxis=True,\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now that all data needed has been loaded, let's perform spectral analysis using the Weighted Wavelet Z-transform method (WWZ, Foster 1996; Kirchner & Neal 2013), which can handle unevenly-spaced data without interpolation." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Spectral analysis\n", "\n", "### A WWZ perspective" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We may perform spectral analysis on time series by calling the `pyleoclim.Series.spectral()` method.\n", "It has the argument `method` to specify which method to use. It is set to `wwz` by default to use the WWZ method. \n", "It also has an argument `freq_method` to specify the approach to generate the frequency vector for the analysis.\n", "It is set to `log` by default to use generate the frequency vector in a log space.\n", "Here, we set to `nfft` so that we can reproduce the result in the original paper [Zhu et al. (2019)](https://www.pnas.org/content/early/2019/04/09/1809959116).\n", "Other arguments specific to each spectral analysis method can be passed in through the argument `settings`.\n", "Since WWZ is originally a wavelet analysis method, we may specify `tau` to specify the evenly-spaced time points (the temporal resolution) for wavelet analysis.\n", "However, since our purpose here is spectral analysis, the temporal resolution is not required to be high, and we may use small values to accelerate the calculation.\n", "Please see the documentation on [pyleoclim.Series.spectral](https://pyleoclim-util.readthedocs.io/en/latest/core/api.html#pyleoclim.core.series.Series.spectral) and the [wwz_psd](https://pyleoclim-util.readthedocs.io/en/latest/utils/introduction.html#pyleoclim.utils.spectral.wwz_psd) function that `pyeloclim.Series.spectral` called for details.\n", "\n", "The method will return a [pyleoclim.PSD](https://pyleoclim-util.readthedocs.io/en/latest/core/api.html#psd-pyleoclim-psd) object, which includes the estimated power spectral density (PSD) along with the information of the frequency axis, and the object iteself is intended for lalter operations such as visualization, scaling slope estimation, and significance test." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that to reproduce exactly the result in the paper, we need to use settings in the cell below (that's commented out), which could be slow (> 5 mins).\n", "For the sake of time, we may load a file with pre-calculated results." ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Processing bcc_csm1_1 ...\n", "Data length: 1162\n", "Processing CCSM4 ...\n", "Data length: 1155\n", "Processing FGOALS_gl ...\n", "Data length: 999\n", "Processing FGOALS_s2 ...\n", "Data length: 1155\n", "Processing IPSL_CM5A_LR ...\n", "Data length: 1155\n", "Processing MPI_ESM_P ...\n", "Data length: 1155\n", "Processing CSIRO ...\n", "Data length: 1150\n", "Processing HadCM3 ...\n", "Data length: 1151\n", "Processing CESM ...\n", "Data length: 1155\n", "Processing GISS ...\n", "Data length: 1155\n", "Processing EDC ...\n", "Data length: 5785\n", "Processing HadCRUT4 ...\n", "Data length: 2015\n", "Processing GAST ...\n", "Data length: 2000\n", "Processing ProbStack ...\n", "Data length: 2051\n", "Processing LMR ...\n", "Data length: 2001\n", "Processing trace21ka_full ...\n", "Data length: 2204\n", "Processing DGns ...\n", "Data length: 15000\n", "Processing SIM2bl ...\n", "Data length: 21000\n", "CPU times: user 19min 51s, sys: 1min 27s, total: 21min 19s\n", "Wall time: 2min 39s\n" ] } ], "source": [ "%%time\n", "\n", "psd_wwz = {}\n", "for name, ts in ts_dict.items():\n", " print(f'Processing {name} ...')\n", " print(f'Data length: {np.size(ts.time)}')\n", " if name in ['DGns', 'SIM2bl']:\n", " ntau = 51 # to accelerate the calculation; the smaller, the faster\n", " else:\n", " ntau = 501\n", " tau = np.linspace(np.min(ts.time), np.max(ts.time), ntau)\n", " psd_wwz[name] = ts.spectral(method='wwz', freq='nfft', settings={'tau': tau, 'standardize':False})" ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [], "source": [ "# we will store the result in a NetCDF file with the dataset names as variable names\n", "import xarray as xr\n", "da = {}\n", "for name, psd in psd_wwz.items():\n", " da[name] = xr.DataArray(psd.amplitude, coords={f'freq_{name}': psd.frequency})\n", "\n", "ds = xr.Dataset(da)\n", "ds.to_netcdf('./data/PNAS19_psd.nc')" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
<xarray.Dataset> Size: 507kB\n",
       "Dimensions:              (freq_bcc_csm1_1: 580, freq_CCSM4: 577,\n",
       "                          freq_FGOALS_gl: 499, freq_FGOALS_s2: 577,\n",
       "                          freq_IPSL_CM5A_LR: 577, freq_MPI_ESM_P: 577,\n",
       "                          freq_CSIRO: 574, freq_HadCM3: 575, freq_CESM: 577,\n",
       "                          freq_GISS: 577, freq_EDC: 2892, freq_HadCRUT4: 1007,\n",
       "                          freq_GAST: 999, freq_ProbStack: 1025, freq_LMR: 1000,\n",
       "                          freq_trace21ka_full: 1101, freq_DGns: 7499,\n",
       "                          freq_SIM2bl: 10499)\n",
       "Coordinates: (12/18)\n",
       "  * freq_bcc_csm1_1      (freq_bcc_csm1_1) float64 5kB 0.001721 0.002582 ... 0.5\n",
       "  * freq_CCSM4           (freq_CCSM4) float64 5kB 0.0008666 0.001733 ... 0.5\n",
       "  * freq_FGOALS_gl       (freq_FGOALS_gl) float64 4kB 0.001002 0.002004 ... 0.5\n",
       "  * freq_FGOALS_s2       (freq_FGOALS_s2) float64 5kB 0.0008666 0.001733 ... 0.5\n",
       "  * freq_IPSL_CM5A_LR    (freq_IPSL_CM5A_LR) float64 5kB 0.0008666 ... 0.5\n",
       "  * freq_MPI_ESM_P       (freq_MPI_ESM_P) float64 5kB 0.0008666 0.001733 ... 0.5\n",
       "    ...                   ...\n",
       "  * freq_GAST            (freq_GAST) float64 8kB 1e-06 1.5e-06 ... 0.0005\n",
       "  * freq_ProbStack       (freq_ProbStack) float64 8kB 2.439e-07 ... 0.00025\n",
       "  * freq_LMR             (freq_LMR) float64 8kB 0.0005 0.001 ... 0.4995 0.5\n",
       "  * freq_trace21ka_full  (freq_trace21ka_full) float64 9kB 9.074e-05 ... 0.05\n",
       "  * freq_DGns            (freq_DGns) float64 60kB 0.0001333 0.0002 ... 0.5\n",
       "  * freq_SIM2bl          (freq_SIM2bl) float64 84kB 9.524e-05 0.0001429 ... 0.5\n",
       "Data variables: (12/18)\n",
       "    bcc_csm1_1           (freq_bcc_csm1_1) float64 5kB ...\n",
       "    CCSM4                (freq_CCSM4) float64 5kB ...\n",
       "    FGOALS_gl            (freq_FGOALS_gl) float64 4kB ...\n",
       "    FGOALS_s2            (freq_FGOALS_s2) float64 5kB ...\n",
       "    IPSL_CM5A_LR         (freq_IPSL_CM5A_LR) float64 5kB ...\n",
       "    MPI_ESM_P            (freq_MPI_ESM_P) float64 5kB ...\n",
       "    ...                   ...\n",
       "    GAST                 (freq_GAST) float64 8kB ...\n",
       "    ProbStack            (freq_ProbStack) float64 8kB ...\n",
       "    LMR                  (freq_LMR) float64 8kB ...\n",
       "    trace21ka_full       (freq_trace21ka_full) float64 9kB ...\n",
       "    DGns                 (freq_DGns) float64 60kB ...\n",
       "    SIM2bl               (freq_SIM2bl) float64 84kB ...
" ], "text/plain": [ " Size: 507kB\n", "Dimensions: (freq_bcc_csm1_1: 580, freq_CCSM4: 577,\n", " freq_FGOALS_gl: 499, freq_FGOALS_s2: 577,\n", " freq_IPSL_CM5A_LR: 577, freq_MPI_ESM_P: 577,\n", " freq_CSIRO: 574, freq_HadCM3: 575, freq_CESM: 577,\n", " freq_GISS: 577, freq_EDC: 2892, freq_HadCRUT4: 1007,\n", " freq_GAST: 999, freq_ProbStack: 1025, freq_LMR: 1000,\n", " freq_trace21ka_full: 1101, freq_DGns: 7499,\n", " freq_SIM2bl: 10499)\n", "Coordinates: (12/18)\n", " * freq_bcc_csm1_1 (freq_bcc_csm1_1) float64 5kB 0.001721 0.002582 ... 0.5\n", " * freq_CCSM4 (freq_CCSM4) float64 5kB 0.0008666 0.001733 ... 0.5\n", " * freq_FGOALS_gl (freq_FGOALS_gl) float64 4kB 0.001002 0.002004 ... 0.5\n", " * freq_FGOALS_s2 (freq_FGOALS_s2) float64 5kB 0.0008666 0.001733 ... 0.5\n", " * freq_IPSL_CM5A_LR (freq_IPSL_CM5A_LR) float64 5kB 0.0008666 ... 0.5\n", " * freq_MPI_ESM_P (freq_MPI_ESM_P) float64 5kB 0.0008666 0.001733 ... 0.5\n", " ... ...\n", " * freq_GAST (freq_GAST) float64 8kB 1e-06 1.5e-06 ... 0.0005\n", " * freq_ProbStack (freq_ProbStack) float64 8kB 2.439e-07 ... 0.00025\n", " * freq_LMR (freq_LMR) float64 8kB 0.0005 0.001 ... 0.4995 0.5\n", " * freq_trace21ka_full (freq_trace21ka_full) float64 9kB 9.074e-05 ... 0.05\n", " * freq_DGns (freq_DGns) float64 60kB 0.0001333 0.0002 ... 0.5\n", " * freq_SIM2bl (freq_SIM2bl) float64 84kB 9.524e-05 0.0001429 ... 0.5\n", "Data variables: (12/18)\n", " bcc_csm1_1 (freq_bcc_csm1_1) float64 5kB ...\n", " CCSM4 (freq_CCSM4) float64 5kB ...\n", " FGOALS_gl (freq_FGOALS_gl) float64 4kB ...\n", " FGOALS_s2 (freq_FGOALS_s2) float64 5kB ...\n", " IPSL_CM5A_LR (freq_IPSL_CM5A_LR) float64 5kB ...\n", " MPI_ESM_P (freq_MPI_ESM_P) float64 5kB ...\n", " ... ...\n", " GAST (freq_GAST) float64 8kB ...\n", " ProbStack (freq_ProbStack) float64 8kB ...\n", " LMR (freq_LMR) float64 8kB ...\n", " trace21ka_full (freq_trace21ka_full) float64 9kB ...\n", " DGns (freq_DGns) float64 60kB ...\n", " SIM2bl (freq_SIM2bl) float64 84kB ..." ] }, "execution_count": 33, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# quick loading of the pre-calculated data\n", "ds = xr.open_dataset('./data/PNAS19_psd.nc')\n", "ds" ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [], "source": [ "import pyleoclim as pyleo\n", "# quick creation of the pyleoclim.PSD objects\n", "psd_wwz = {}\n", "for name in ds.variables:\n", " if 'freq' not in name:\n", " psd_wwz[name] = pyleo.PSD(\n", " frequency=ds[name][f'freq_{name}'],\n", " amplitude=ds[name].values,\n", " label=name,\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We may, however, perform the WWZ method with the default settings for the frequency vector that makes the calculation faster, and compare with the pre-calculated results.\n", "Note that the series will be standardized by default, but we don't want to do it here since we'd like to piece together each PSD curve in the same figure to investigate the scaling behavior." ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Processing bcc_csm1_1 ...\n", "Data length: 1162\n", "Processing CCSM4 ...\n", "Data length: 1155\n", "Processing FGOALS_gl ...\n", "Data length: 999\n", "Processing FGOALS_s2 ...\n", "Data length: 1155\n", "Processing IPSL_CM5A_LR ...\n", "Data length: 1155\n", "Processing MPI_ESM_P ...\n", "Data length: 1155\n", "Processing CSIRO ...\n", "Data length: 1150\n", "Processing HadCM3 ...\n", "Data length: 1151\n", "Processing CESM ...\n", "Data length: 1155\n", "Processing GISS ...\n", "Data length: 1155\n", "Processing EDC ...\n", "Data length: 5785\n", "Processing HadCRUT4 ...\n", "Data length: 2015\n", "Processing GAST ...\n", "Data length: 2000\n", "Processing ProbStack ...\n", "Data length: 2051\n", "Processing LMR ...\n", "Data length: 2001\n", "Processing trace21ka_full ...\n", "Data length: 2204\n", "Processing DGns ...\n", "Data length: 15000\n", "Processing SIM2bl ...\n", "Data length: 21000\n", "CPU times: user 3min 15s, sys: 24.2 s, total: 3min 39s\n", "Wall time: 1min 1s\n" ] } ], "source": [ "%%time\n", "psd_wwz_new = {}\n", "for name, ts in ts_dict.items():\n", " print(f'Processing {name} ...')\n", " print(f'Data length: {np.size(ts.time)}')\n", " psd_wwz_new[name] = ts.spectral(method='wwz', settings={'standardize': False})" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we compare the results." ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", 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", 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", 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", 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", 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", 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", 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", 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", 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", 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", 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", 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", 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", 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", 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "for k in psd_wwz_new.keys():\n", " fig, ax = psd_wwz_new[k].plot(figsize=[8, 3], label='default settings')\n", " psd_wwz[k].plot(ax=ax, label='Zhu et al. [2019]', color='red', alpha=1)\n", " ax.set_title(k)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We see that the difference is overall rather small.\n", "Indeed, the difference is mainly caused by the frequency vector: the results of the paper used a linear spaced frequency vector while the current default settings used a log space vector.\n", "For the following presentation, we will stick with the pre-calculated results of the paper." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Visualization of the PSDs" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now let's visualize the results.\n", "In below cells, we first define a colormap, then specify the colors for each `pyleoclim.PSD` object.\n", "Similar to `pyleoclim.MultipleSeries`, we may also define a `pyleoclim.MultiplePSD` object for a collection of the `pyleoclim.PSD` objects for operations at once." ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [], "source": [ "# define the tableau20 colors\n", "tableau20 = [(31, 119, 180), (174, 199, 232), (255, 127, 14), (255, 187, 120), \n", " (44, 160, 44), (152, 223, 138), (214, 39, 40), (255, 152, 150), \n", " (148, 103, 189), (197, 176, 213), (140, 86, 75), (196, 156, 148), \n", " (227, 119, 194), (247, 182, 210), (127, 127, 127), (199, 199, 199), \n", " (188, 189, 34), (219, 219, 141), (23, 190, 207), (158, 218, 229)] \n", " \n", "# scale the RGB values to the [0, 1] range, which is the format matplotlib accepts. \n", "for i in range(len(tableau20)): \n", " r, g, b = tableau20[i] \n", " tableau20[i] = (r / 255., g / 255., b / 255.) " ] }, { "cell_type": "code", "execution_count": 39, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# define a dictionary for the colors\n", "clr_dict = {\n", " 'EDC': tableau20[0],\n", " 'HadCRUT4': tableau20[3],\n", " 'GAST': tableau20[4],\n", " 'ProbStack': tableau20[5],\n", " 'LMR': tableau20[6],\n", "}\n", "\n", "# specify color for each pyleoclim.PSD objects\n", "for k, v in clr_dict.items():\n", " psd_wwz[k].plot_kwargs = {'color': v}\n", " \n", "# for the period axis customization later\n", "period_ticks = [0.5, 1, 2, 5, 10, 20, 100, 1e3, 1e4, 1e5, 1e6]\n", "period_ticklabels = ['0.5', '1', '2', '5', '10', '20', '100', '1 k', '10 k', '100 k', '1 m']\n", "\n", "# define the pyleoclim.MultiplePSD object and visualize the several pyleoclim.PSD objects at once\n", "mpsd_obs = pyleo.MultiplePSD([psd_wwz[name] for name in ['EDC', 'HadCRUT4', 'GAST', 'ProbStack', 'LMR']])\n", "fig, ax = mpsd_obs.plot(figsize=[8, 4])\n", "ax.set_xlim([1e7, 0.1])\n", "ax.set_ylim([1e-4, 1e8])\n", "ax.set_xticks(period_ticks)\n", "ax.set_xticklabels(period_ticklabels)\n", "ax.set_ylabel('Spectral Density')\n", "fig.savefig('./figs/pnas19_fig1.png', dpi=300, bbox_inches='tight', facecolor='white')\n", "# pyleo.savefig(fig, './figs/pnas19_fig1.pdf')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We have reproduced Fig. 1 of the original paper above.\n", "\n", "To reproduce the upper panel of Fig. 2, we reset the colors for observations to be grey, and set the opacity via `alpha`, as well as the line width via `linewidth` below.\n", "Note that the colors for the PMIP3 simulations will follow a default list of Python." ] }, { "cell_type": "code", "execution_count": 40, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'Spectral Density')" ] }, "execution_count": 40, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "clr_dict = {\n", " 'EDC': 'grey',\n", " 'HadCRUT4': 'grey',\n", " 'GAST': 'grey',\n", " 'ProbStack': 'grey',\n", " 'LMR': 'grey'\n", "}\n", "for k, v in clr_dict.items():\n", " psd_wwz[k].plot_kwargs = {'color': v, 'alpha': 0.3, 'linewidth': 1.5}\n", " \n", "mpsd_obs = pyleo.MultiplePSD([psd_wwz[name] for name in ['EDC', 'HadCRUT4', 'GAST', 'ProbStack', 'LMR']])\n", "\n", "period_ticks = [0.5, 1, 2, 5, 10, 20, 100, 1000, 10000, 100000]\n", "period_ticklabels = ['0.5', '1', '2', '5', '10', '20', '100', '1 k', '10 k', '100 k']\n", "\n", "pmip_names = ['bcc_csm1_1', 'CCSM4', 'FGOALS_gl', 'FGOALS_s2', 'IPSL_CM5A_LR', 'MPI_ESM_P', 'CSIRO', 'HadCM3', 'CESM', 'GISS']\n", " \n", "mpsd_pmip = pyleo.MultiplePSD([psd_wwz[name] for name in pmip_names])\n", "fig, ax = mpsd_pmip.plot(figsize=[8, 4], cmap='tab10', lgd_kwargs={'bbox_to_anchor': (1, 1)})\n", "mpsd_obs.plot(ax=ax, legend=False)\n", "ax.set_xlim([1e7, 0.1])\n", "ax.set_ylim([1e-4, 1e8])\n", "ax.set_xticks(period_ticks)\n", "ax.set_xticklabels(period_ticklabels)\n", "ax.set_ylabel('Spectral Density')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Similarly, we reproduce the lower panel of Fig. 2 of the original paper as below:" ] }, { "cell_type": "code", "execution_count": 41, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'Spectral Density')" ] }, "execution_count": 41, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "clr_deglacial_dict = {\n", " 'trace21ka_full': tableau20[6],\n", " 'DGns': tableau20[4],\n", " 'SIM2bl': tableau20[0],\n", "}\n", "for k, v in clr_deglacial_dict.items():\n", " psd_wwz[k].plot_kwargs = {'color': v}\n", "\n", "\n", "period_ticks = [0.5, 1, 2, 5, 10, 20, 100, 1000, 10000, 100000]\n", "period_ticklabels = ['0.5', '1', '2', '5', '10', '20', '100', '1 k', '10 k', '100 k']\n", "\n", "mpsd_deglacial = pyleo.MultiplePSD([psd_wwz[name] for name in ['trace21ka_full', 'DGns', 'SIM2bl']])\n", "fig, ax = mpsd_deglacial.plot(figsize=[8, 4])\n", "mpsd_obs.plot(ax=ax, legend=False)\n", "ax.set_xlim([1e7, 0.1])\n", "ax.set_ylim([1e-4, 1e8])\n", "ax.set_xticks(period_ticks)\n", "ax.set_xticklabels(period_ticklabels)\n", "ax.set_ylabel('Spectral Density')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Estimation of the scaling exponents" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You may notice that something is missing comparing our reproduced figures to the figures in the original paper -- the scaling exponents.\n", "\n", "Below, we use the `pyleoclim.PSD.beta_est()` method to estimate the scaling exponents for each dataset.\n", "To do that, we need to specify the frequency range over which we estimate.\n", "The estimation is achieved utilizing linear regression in the log-log space.\n", "Since the frequency vector we used is `nfft`, which is defined in a linear space, so the frequency points will be denses over the high frequency band and coarser over the low frequency band, and binning is needed prior to the linear regression, so there's an argument called `logf_binning_step` that we need to set.\n", "While the default is `max`, which means to use the largest spacing for binning, here we use the first spacing of the frequency vector, as per the original paper.\n", "\n", "Note that we estimate exponents over two scaling regimes with a break at 400 yrs for the deglacial simualtions." ] }, { "cell_type": "code", "execution_count": 42, "metadata": {}, "outputs": [], "source": [ "# define frequency range for the exponent estimation\n", "franges = {\n", " 'EDC': [1/50000, 1/1500],\n", " 'HadCRUT4': [1/50, 6],\n", " 'GAST': [1/100000, 1/2000],\n", " 'ProbStack': [1/100000, 1/10000],\n", " 'LMR': [1/1000, 1/2],\n", "}\n", "\n", "# for PMIP simulations, we estimation the scaling slope over 2-500 yrs\n", "for name in pmip_names:\n", " franges[name] = [1/500, 1/2]\n", "\n", "psd_wwz_beta = {}\n", "for name, frange in franges.items():\n", " psd_wwz_beta[name] = psd_wwz[name].beta_est(fmin=frange[0], fmax=frange[-1], logf_binning_step='first')\n", " \n", "# for deglacial model simulations, we have two scaling regimes, one over 20-400 yrs, and another over 400-2000 yrs\n", "s_break = 400\n", "franges_s = {\n", " 'trace21ka_full': [1/s_break, 1/21], # note that for TraCE-21ka, the slope is estimated over 21-400 yrs due to its temporal resolution \n", " 'DGns': [1/s_break, 1/20],\n", " 'SIM2bl': [1/s_break, 1/20],\n", "}\n", "franges_l = {\n", " 'trace21ka_full': [1/2000, 1/s_break],\n", " 'DGns': [1/2000, 1/s_break],\n", " 'SIM2bl': [1/2000, 1/s_break],\n", "}\n", "\n", "psd_wwz_beta_s = {}\n", "for name, frange in franges_s.items():\n", " psd_wwz_beta_s[name] = psd_wwz[name].beta_est(fmin=frange[0], fmax=frange[-1], logf_binning_step='first')\n", " \n", "psd_wwz_beta_l = {}\n", "for name, frange in franges_l.items():\n", " psd_wwz_beta_l[name] = psd_wwz[name].beta_est(fmin=frange[0], fmax=frange[-1], logf_binning_step='first')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we re-plot the figures with the estimated scaling exponents displayed in the legend and visualized via straight lines in the figure.\n", "Below is for Fig. 1." ] }, { "cell_type": "code", "execution_count": 43, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'Spectral Density')" ] }, "execution_count": 43, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "clr_dict = {\n", " 'EDC': tableau20[0],\n", " 'HadCRUT4': tableau20[3],\n", " 'GAST': tableau20[4],\n", " 'ProbStack': tableau20[5],\n", " 'LMR': tableau20[6],\n", "}\n", "\n", "for k, v in clr_dict.items():\n", " psd_wwz_beta[k].plot_kwargs = {'color': v}\n", " \n", "period_ticks = [0.5, 1, 2, 5, 10, 20, 100, 1e3, 1e4, 1e5, 1e6]\n", "period_ticklabels = ['0.5', '1', '2', '5', '10', '20', '100', '1 k', '10 k', '100 k', '1 m']\n", "\n", "mpsd_obs = pyleo.MultiplePSD([psd_wwz_beta[name] for name in ['EDC', 'HadCRUT4', 'GAST', 'ProbStack', 'LMR']])\n", "fig, ax = mpsd_obs.plot(figsize=[8, 4])\n", "ax.legend(bbox_to_anchor=(1.1, 1))\n", "ax.set_xlim([1e7, 0.1])\n", "ax.set_ylim([1e-4, 1e8])\n", "ax.set_xticks(period_ticks)\n", "ax.set_xticklabels(period_ticklabels)\n", "ax.set_ylabel('Spectral Density')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Then the upper panel of Fig. 2." ] }, { "cell_type": "code", "execution_count": 44, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'Spectral Density')" ] }, "execution_count": 44, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "clr_dict = {\n", " 'EDC': 'grey',\n", " 'HadCRUT4': 'grey',\n", " 'GAST': 'grey',\n", " 'ProbStack': 'grey',\n", " 'LMR': 'grey'\n", "}\n", "period_ticks = [0.5, 1, 2, 5, 10, 20, 100, 1e3, 1e4, 1e5]\n", "period_ticklabels = ['0.5', '1', '2', '5', '10', '20', '100', '1 k', '10 k', '100 k']\n", "\n", "for k, v in clr_dict.items():\n", " psd_wwz[k].plot_kwargs = {'color': v, 'alpha': 0.2, 'linewidth': 1.5}\n", " \n", "mpsd_obs = pyleo.MultiplePSD([psd_wwz[name] for name in ['EDC', 'HadCRUT4', 'GAST', 'ProbStack', 'LMR']])\n", "\n", "\n", "mpsd_pmip = pyleo.MultiplePSD([psd_wwz_beta[name] for name in pmip_names])\n", "fig, ax = mpsd_pmip.plot(figsize=[10, 6], cmap='tab10')\n", "ax.legend(bbox_to_anchor=(1, 1))\n", "mpsd_obs.plot(ax=ax, legend=False)\n", "\n", "ax.set_xlim([1e6, 0.1])\n", "ax.set_ylim([1e-4, 1e8])\n", "ax.set_xticks(period_ticks)\n", "ax.set_xticklabels(period_ticklabels)\n", "ax.set_ylabel('Spectral Density')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "... and the lower panel of Fig. 2. Note that here we will visualize two scaling regimes, we have to do it manualy with the `PSD.beta_est_res` attribute." ] }, { "cell_type": "code", "execution_count": 45, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'Spectral Density')" ] }, "execution_count": 45, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "clr_dict = {\n", " 'EDC': 'grey',\n", " 'HadCRUT4': 'grey',\n", " 'GAST': 'grey',\n", " 'ProbStack': 'grey',\n", " 'LMR': 'grey'\n", "}\n", "for k, v in clr_dict.items():\n", " psd_wwz[k].plot_kwargs = {'color': v, 'alpha': 0.2, 'linewidth': 1.5}\n", " \n", "mpsd_obs = pyleo.MultiplePSD([psd_wwz[name] for name in ['EDC', 'HadCRUT4', 'GAST', 'ProbStack', 'LMR']])\n", "\n", "clr_deglacial_dict = {\n", " 'trace21ka_full': tableau20[6],\n", " 'DGns': tableau20[4],\n", " 'SIM2bl': tableau20[0],\n", "}\n", "for k, v in clr_deglacial_dict.items():\n", " psd_wwz[k].plot_kwargs = {'color': v}\n", "\n", "period_ticks = [0.5, 1, 2, 5, 10, 20, 100, 1e3, 1e4, 1e5]\n", "period_ticklabels = ['0.5', '1', '2', '5', '10', '20', '100', '1 k', '10 k', '100 k']\n", "\n", "fig, ax = mpsd_deglacial.plot(figsize=[10, 6])\n", "mpsd_obs.plot(ax=ax, legend=False)\n", "ax.set_xlim([1e6, 0.1])\n", "ax.set_ylim([1e-4, 1e8])\n", "ax.set_xticks(period_ticks)\n", "ax.set_xticklabels(period_ticklabels)\n", "\n", "labels = ax.get_legend_handles_labels()[-1]\n", "new_labels = []\n", "i = 0\n", "for name in ['trace21ka_full', 'DGns', 'SIM2bl']:\n", " res_s = psd_wwz_beta_s[name].beta_est_res\n", " res_l = psd_wwz_beta_l[name].beta_est_res\n", " ax.plot(1/res_s['f_binned'], res_s['Y_reg'], linestyle='--', color='k', linewidth=1, zorder=99)\n", " ax.plot(1/res_l['f_binned'], res_l['Y_reg'], linestyle='--', color='k', linewidth=1, zorder=99)\n", " beta_s_str = r'$\\beta_{DC}$'\n", " beta_s = res_s['beta']\n", " err_s = res_s['std_err']\n", " beta_l_str = r'$\\beta_{CM}$'\n", " beta_l = res_l['beta']\n", " err_l = res_l['std_err']\n", " new_labels.append(fr'{labels[i]} ({beta_l_str}$=${beta_l:.2f}$\\pm${err_l:.2f}; {beta_s_str}$=${beta_s:.2f}$\\pm${err_s:.2f})')\n", " i += 1\n", "\n", "ax.legend(labels=new_labels, loc='upper right', bbox_to_anchor=(1.1, 1))\n", "ax.set_ylabel('Spectral Density')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## References\n", "\n", "- Braconnot, P., Harrison, S. P., Kageyama, M., Bartlein, P. J., Masson-Delmotte, V., Abe-Ouchi, A., et al. (2012). Evaluation of climate models using palaeoclimatic data. Nature Climate Change, 2(6), 417–424. https://doi.org/10.1038/nclimate1456\n", "\n", "- Foster, G. (1996). Wavelets for period analysis of unevenly sampled time series. The Astronomical Journal, 112, 1709. https://doi.org/10.1086/118137\n", "\n", "- Hakim, G. J., Emile‐Geay, J., Steig, E. J., Noone, D., Anderson, D. M., Tardif, R., et al. (2016). The last millennium climate reanalysis project: Framework and first results. Journal of Geophysical Research: Atmospheres, 121(12), 6745–6764. https://doi.org/10.1002/2016JD024751\n", "\n", "- Kirchner, J. W., & Neal, C. (2013). Universal fractal scaling in stream chemistry and its implications for solute transport and water quality trend detection. Proceedings of the National Academy of Sciences, 110(30), 12213–12218. https://doi.org/10.1073/pnas.1304328110\n", "\n", "- Tardif, R., Hakim, G. J., Perkins, W. A., Horlick, K. A., Erb, M. P., Emile-Geay, J., et al. (2019). Last Millennium Reanalysis with an expanded proxy database and seasonal proxy modeling. Climate of the Past, 15(4), 1251–1273. https://doi.org/10.5194/cp-15-1251-2019\n", "\n", "- Zhu, F., Emile-Geay, J., McKay, N. P., Hakim, G. J., Khider, D., Ault, T. R., Steig, E. J., Dee, S., Kirchner, J. W. (2019). Climate models can correctly simulate the continuum of global-average temperature variability. Proceedings of the National Academy of Sciences, 201809959. https://doi.org/10.1073/pnas.1809959116\n", "\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [] } ], "metadata": { "interpreter": { "hash": "6ee59dcb7e800c5d624e2b2a30bf4447c11ee6668b35ef698e858634a4ea6da4" }, "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.5" }, "nteract": { "version": "0.28.0" } }, "nbformat": 4, "nbformat_minor": 4 }