{
"cells": [
{
"cell_type": "markdown",
"id": "ec70952e-52db-4d8d-acbf-cfa03b76e076",
"metadata": {},
"source": [
"# Figure 3: Intersection as function of dispersion parameters"
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "0aea95ca-326b-418d-b9ea-f270c93ec0af",
"metadata": {},
"outputs": [],
"source": [
"import numpy as np\n",
"import pandas as pd\n",
"import matplotlib.pyplot as plt\n",
"import seaborn as sns\n",
"\n",
"from scipy.interpolate import InterpolatedUnivariateSpline"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "549965c2-0bbb-4d28-9ccb-8f2816c2f554",
"metadata": {},
"outputs": [
{
"data": {
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"
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"text/plain": [
" Unnamed: 0 Unnamed: 1 error_angle_mean error_angle_median \\\n",
"0 0 0 3.771308 3.594938 \n",
"1 1 0 1.730438 1.648910 \n",
"2 2 0 8.017145 6.780163 \n",
"3 3 0 5.956192 4.968238 \n",
"4 4 0 2.642335 2.486254 \n",
"... ... ... ... ... \n",
"1795 1795 0 2.614553 2.447370 \n",
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"1797 1797 0 3.824889 3.575288 \n",
"1798 1798 0 5.027593 4.746179 \n",
"1799 1799 0 4.391415 3.851872 \n",
"\n",
" error_angle_25 error_angle_75 error_angle_95 error_angle_std \\\n",
"0 2.240421 5.035025 7.375312 2.023242 \n",
"1 1.104129 2.261568 3.274322 0.869591 \n",
"2 4.366665 10.443058 17.805335 5.227918 \n",
"3 3.012804 7.761616 14.643731 4.244685 \n",
"4 1.598886 3.473907 5.219749 1.425148 \n",
"... ... ... ... ... \n",
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"1796 1.816675 3.980189 5.834281 1.573454 \n",
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"1798 3.024909 6.557026 9.930260 2.625040 \n",
"1799 2.431412 5.755751 9.592751 2.725885 \n",
"\n",
" error_angle_S2 error_vgp_scatter ... N n0 kappa_within_site \\\n",
"0 18.312184 2.997391 ... 20 5 30 \n",
"1 3.749846 1.273642 ... 100 1 80 \n",
"2 91.578404 38.481535 ... 100 1 60 \n",
"3 53.475554 27.775155 ... 100 1 70 \n",
"4 9.010949 2.356351 ... 100 1 80 \n",
"... ... ... ... ... .. ... \n",
"1795 8.724571 1.823777 ... 20 5 40 \n",
"1796 11.524994 1.943311 ... 20 5 70 \n",
"1797 18.919735 2.600436 ... 20 5 70 \n",
"1798 32.160635 3.128950 ... 20 5 80 \n",
"1799 26.707541 14.180027 ... 100 1 40 \n",
"\n",
" site_lat site_long outlier_rate secular_method kappa_secular \\\n",
"0 30 0.0 0.50 G NaN \n",
"1 20 0.0 0.34 G NaN \n",
"2 40 0.0 0.62 G NaN \n",
"3 40 0.0 0.58 G NaN \n",
"4 60 0.0 0.30 G NaN \n",
"... ... ... ... ... ... \n",
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"1798 70 0.0 0.54 G NaN \n",
"1799 70 0.0 0.38 G NaN \n",
"\n",
" ignore_outliers total_simulations \n",
"0 True 1000 \n",
"1 vandamme 1000 \n",
"2 vandamme 1000 \n",
"3 vandamme 1000 \n",
"4 vandamme 1000 \n",
"... ... ... \n",
"1795 True 1000 \n",
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"1797 True 1000 \n",
"1798 True 1000 \n",
"1799 vandamme 1000 \n",
"\n",
"[1800 rows x 21 columns]"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df = pd.read_csv('../../outputs/fig3e_1000sim_summary.csv')\n",
"df"
]
},
{
"cell_type": "markdown",
"id": "aa18b795-a6aa-4b98-a3a3-a60bf0b50e3e",
"metadata": {},
"source": [
"Let's pick just one entry of the array (`kappa_within_site` and `latitude`) and see the different performances as a function of `outlier rate`."
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "40b78580-752f-4127-96dc-7b918321332f",
"metadata": {},
"outputs": [],
"source": [
"def critical_outlier_rate(df_, kappa_within_site, site_lat):\n",
" \n",
" df_subset = df_[(df_.kappa_within_site==kappa_within_site) & (df_.site_lat==site_lat)]\n",
"\n",
" df1 = df_subset[df.n0==1].sort_values(by=\"outlier_rate\")\n",
" df5 = df_subset[df.n0==5].sort_values(by=\"outlier_rate\")\n",
" \n",
" outlier_rate = df1.outlier_rate\n",
" error_1 = df1.error_angle_mean.values\n",
" error_5 = df5.error_angle_mean.values\n",
" error_diff = error_1 - error_5\n",
" \n",
" roots = InterpolatedUnivariateSpline(outlier_rate, error_diff).roots()\n",
"\n",
" return roots[0]"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "bfeb3e5a-101c-4b17-a8db-568ea7722912",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_3050/1095253769.py:5: UserWarning: Boolean Series key will be reindexed to match DataFrame index.\n",
" df1 = df_subset[df.n0==1].sort_values(by=\"outlier_rate\")\n",
"/tmp/ipykernel_3050/1095253769.py:6: UserWarning: Boolean Series key will be reindexed to match DataFrame index.\n",
" df5 = df_subset[df.n0==5].sort_values(by=\"outlier_rate\")\n"
]
}
],
"source": [
"all_kappa_within_site = sorted(np.unique(df.kappa_within_site))\n",
"all_site_lat = sorted(np.unique(df.site_lat))\n",
"\n",
"n_kappa_within_site = len(all_kappa_within_site)\n",
"n_site_lat = len(all_site_lat)\n",
"\n",
"Critical_outlier_rate = np.zeros((n_site_lat, n_kappa_within_site))\n",
"\n",
"for i in range(n_site_lat):\n",
" for j in range(n_kappa_within_site):\n",
" _df_critical = pd.DataFrame({\"site_lat\": [all_site_lat[i]],\n",
" \"kappa_within_site\": [all_kappa_within_site[j]],\n",
" \"critical\": critical_outlier_rate(df, kappa_within_site=all_kappa_within_site[j], site_lat=all_site_lat[i])})\n",
" if i==0 and j==0:\n",
" df_critical = _df_critical\n",
" else:\n",
" df_critical = pd.concat([df_critical, _df_critical], axis=0, ignore_index=True)\n",
" # Critical_outlier_rate[i,j] = critical_outlier_rate(df, kappa_within_site=all_kappa_within_site[j], site_lat=all_site_lat[i])"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "6ad91651-6866-4681-9f5e-e3a7cc41efc4",
"metadata": {},
"outputs": [
{
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"text/plain": [
"kappa_within_site 10 20 30 40 50 60 70 80 90 100\n",
"site_lat \n",
"80 0.36 0.39 0.40 0.42 0.44 0.43 0.44 0.45 0.45 0.46\n",
"70 0.36 0.40 0.43 0.42 0.45 0.44 0.45 0.45 0.46 0.46\n",
"60 0.38 0.41 0.43 0.44 0.46 0.47 0.45 0.48 0.48 0.47\n",
"50 0.39 0.43 0.44 0.46 0.48 0.48 0.48 0.48 0.49 0.50\n",
"40 0.40 0.47 0.48 0.49 0.50 0.51 0.51 0.51 0.51 0.52\n",
"30 0.49 0.50 0.52 0.53 0.54 0.54 0.55 0.55 0.55 0.55\n",
"20 0.52 0.54 0.55 0.58 0.57 0.56 0.57 0.58 0.57 0.57\n",
"10 0.57 0.59 0.60 0.59 0.59 0.60 0.60 0.60 0.60 0.60\n",
"0 0.60 0.60 0.60 0.61 0.60 0.62 0.61 0.61 0.61 0.60"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"np.round(df_critical.pivot('site_lat', 'kappa_within_site', 'critical'), decimals=2).sort_index(ascending=False)"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "27b802df-9510-4919-9795-980900b79fd0",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.figure(figsize=(10,10))\n",
"sns.heatmap(df_critical.pivot('site_lat', 'kappa_within_site', 'critical').sort_index(ascending=False), \n",
" fmt=\".2f\",\n",
" square=True, annot=True, linewidths=0.1, \n",
" vmin=0.35, vmax=0.65, cmap=\"Greens\", alpha=0.8,\n",
" cbar=False,\n",
" cbar_kws = {'location': 'right', \"boundaries\":np.arange(0.35, 0.65, 0.02), \"fraction\": 0.04},\n",
" annot_kws={\"fontsize\": 20, \"color\":'black'})\n",
" # cmap=sns.color_palette(\"YlOrBr\", as_cmap=True));\n",
"\n",
"plt.ylabel(\"Site latitude ($\\lambda$)\", fontsize=20)\n",
"plt.xlabel(\"Kappa within site ($\\kappa_w$)\", fontsize=20)\n",
"plt.yticks(fontsize=18)\n",
"plt.xticks(fontsize=18)\n",
"\n",
"plt.savefig(\"Figure3e.pdf\", format=\"pdf\", bbox_inches='tight')\n",
"plt.savefig(\"Figure3e.png\", format=\"png\", bbox_inches='tight')"
]
},
{
"cell_type": "markdown",
"id": "79f401a4-0b9d-4467-bc25-6bf226fba5c3",
"metadata": {},
"source": [
"### Figure 3f"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "bb74a743-6d50-4a30-8baf-3f784900a722",
"metadata": {},
"outputs": [],
"source": [
"df = pd.read_csv('../../outputs/fig3f_1000sim_summary.csv')\n",
"df = df.rename(columns={'k': 'n0'})"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "25440d86-1a46-4890-9871-c6202d0d987e",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_3050/1095253769.py:5: UserWarning: Boolean Series key will be reindexed to match DataFrame index.\n",
" df1 = df_subset[df.n0==1].sort_values(by=\"outlier_rate\")\n",
"/tmp/ipykernel_3050/1095253769.py:6: UserWarning: Boolean Series key will be reindexed to match DataFrame index.\n",
" df5 = df_subset[df.n0==5].sort_values(by=\"outlier_rate\")\n"
]
}
],
"source": [
"all_kappa_within_site = sorted(np.unique(df.kappa_within_site))\n",
"all_site_lat = sorted(np.unique(df.site_lat))\n",
"\n",
"n_kappa_within_site = len(all_kappa_within_site)\n",
"n_site_lat = len(all_site_lat)\n",
"\n",
"Critical_outlier_rate = np.zeros((n_site_lat, n_kappa_within_site))\n",
"\n",
"for i in range(n_site_lat):\n",
" for j in range(n_kappa_within_site):\n",
" _df_critical = pd.DataFrame({\"site_lat\": [all_site_lat[i]],\n",
" \"kappa_within_site\": [all_kappa_within_site[j]],\n",
" \"critical\": critical_outlier_rate(df, kappa_within_site=all_kappa_within_site[j], site_lat=all_site_lat[i])})\n",
" if i==0 and j==0:\n",
" df_critical = _df_critical\n",
" else:\n",
" df_critical = pd.concat([df_critical, _df_critical], axis=0, ignore_index=True)"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "2442e8ce-923a-4168-accf-7de71afeaa05",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" kappa_within_site | \n",
" 10 | \n",
" 20 | \n",
" 30 | \n",
" 40 | \n",
" 50 | \n",
" 60 | \n",
" 70 | \n",
" 80 | \n",
" 90 | \n",
" 100 | \n",
"
\n",
" \n",
" site_lat | \n",
" | \n",
" | \n",
" | \n",
" | \n",
" | \n",
" | \n",
" | \n",
" | \n",
" | \n",
" | \n",
"
\n",
" \n",
" \n",
" \n",
" 0 | \n",
" 0.156380 | \n",
" 0.165629 | \n",
" 0.156434 | \n",
" 0.159964 | \n",
" 0.155416 | \n",
" 0.171965 | \n",
" 0.163982 | \n",
" 0.154663 | \n",
" 0.165004 | \n",
" 0.164228 | \n",
"
\n",
" \n",
" 10 | \n",
" 0.168659 | \n",
" 0.169738 | \n",
" 0.168751 | \n",
" 0.165758 | \n",
" 0.175887 | \n",
" 0.172173 | \n",
" 0.163978 | \n",
" 0.163244 | \n",
" 0.175941 | \n",
" 0.178935 | \n",
"
\n",
" \n",
" 20 | \n",
" 0.132851 | \n",
" 0.169150 | \n",
" 0.169066 | \n",
" 0.168359 | \n",
" 0.163420 | \n",
" 0.177810 | \n",
" 0.184387 | \n",
" 0.178106 | \n",
" 0.178417 | \n",
" 0.175304 | \n",
"
\n",
" \n",
" 30 | \n",
" 0.144295 | \n",
" 0.169173 | \n",
" 0.169671 | \n",
" 0.192395 | \n",
" 0.210313 | \n",
" 0.195387 | \n",
" 0.206105 | \n",
" 0.192376 | \n",
" 0.205377 | \n",
" 0.201191 | \n",
"
\n",
" \n",
" 40 | \n",
" 0.106997 | \n",
" 0.197987 | \n",
" 0.209623 | \n",
" 0.196504 | \n",
" 0.223931 | \n",
" 0.204281 | \n",
" 0.230277 | \n",
" 0.217496 | \n",
" 0.222616 | \n",
" 0.210247 | \n",
"
\n",
" \n",
" 50 | \n",
" 0.175222 | \n",
" 0.227058 | \n",
" 0.223659 | \n",
" 0.235979 | \n",
" 0.231177 | \n",
" 0.229102 | \n",
" 0.237134 | \n",
" 0.230700 | \n",
" 0.241577 | \n",
" 0.236623 | \n",
"
\n",
" \n",
" 60 | \n",
" 0.196765 | \n",
" 0.253619 | \n",
" 0.253192 | \n",
" 0.238187 | \n",
" 0.252754 | \n",
" 0.267897 | \n",
" 0.257686 | \n",
" 0.260715 | \n",
" 0.275921 | \n",
" 0.261220 | \n",
"
\n",
" \n",
" 70 | \n",
" 0.221986 | \n",
" 0.260223 | \n",
" 0.268968 | \n",
" 0.252914 | \n",
" 0.259466 | \n",
" 0.286350 | \n",
" 0.287681 | \n",
" 0.284877 | \n",
" 0.285631 | \n",
" 0.300714 | \n",
"
\n",
" \n",
" 80 | \n",
" 0.281501 | \n",
" 0.298051 | \n",
" 0.298636 | \n",
" 0.318150 | \n",
" 0.312047 | \n",
" 0.289040 | \n",
" 0.296003 | \n",
" 0.309820 | \n",
" 0.317483 | \n",
" 0.283609 | \n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
"kappa_within_site 10 20 30 40 50 60 \\\n",
"site_lat \n",
"0 0.156380 0.165629 0.156434 0.159964 0.155416 0.171965 \n",
"10 0.168659 0.169738 0.168751 0.165758 0.175887 0.172173 \n",
"20 0.132851 0.169150 0.169066 0.168359 0.163420 0.177810 \n",
"30 0.144295 0.169173 0.169671 0.192395 0.210313 0.195387 \n",
"40 0.106997 0.197987 0.209623 0.196504 0.223931 0.204281 \n",
"50 0.175222 0.227058 0.223659 0.235979 0.231177 0.229102 \n",
"60 0.196765 0.253619 0.253192 0.238187 0.252754 0.267897 \n",
"70 0.221986 0.260223 0.268968 0.252914 0.259466 0.286350 \n",
"80 0.281501 0.298051 0.298636 0.318150 0.312047 0.289040 \n",
"\n",
"kappa_within_site 70 80 90 100 \n",
"site_lat \n",
"0 0.163982 0.154663 0.165004 0.164228 \n",
"10 0.163978 0.163244 0.175941 0.178935 \n",
"20 0.184387 0.178106 0.178417 0.175304 \n",
"30 0.206105 0.192376 0.205377 0.201191 \n",
"40 0.230277 0.217496 0.222616 0.210247 \n",
"50 0.237134 0.230700 0.241577 0.236623 \n",
"60 0.257686 0.260715 0.275921 0.261220 \n",
"70 0.287681 0.284877 0.285631 0.300714 \n",
"80 0.296003 0.309820 0.317483 0.283609 "
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df_critical.pivot('site_lat', 'kappa_within_site', 'critical')"
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "f534729c-d752-4e8d-b943-d062c1007e85",
"metadata": {},
"outputs": [
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.figure(figsize=(10,10))\n",
"sns.heatmap(df_critical.pivot('site_lat', 'kappa_within_site', 'critical').sort_index(ascending=False), \n",
" fmt=\".2f\",\n",
" square=True, annot=True, linewidths=0.1, \n",
" vmin=0.15, vmax=0.35, cmap=\"Blues\", alpha=0.8,\n",
" cbar=False,\n",
" cbar_kws = {'location': 'right', \"boundaries\":np.arange(0.15, 0.30, 0.02), \"fraction\": 0.04},\n",
" annot_kws={\"fontsize\": 20, \"color\":'black'})\n",
" # cmap=sns.color_palette(\"YlOrBr\", as_cmap=True));\n",
"\n",
"plt.ylabel(\"Site latitude ($\\lambda$)\", fontsize=20)\n",
"plt.xlabel(\"Kappa within site ($\\kappa_w$)\", fontsize=20)\n",
"plt.yticks(fontsize=18)\n",
"plt.xticks(fontsize=18)\n",
"\n",
"plt.savefig(\"Figure3f.pdf\", format=\"pdf\", bbox_inches='tight')\n",
"plt.savefig(\"Figure3f.png\", format=\"png\", bbox_inches='tight')"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.10.9"
}
},
"nbformat": 4,
"nbformat_minor": 5
}