Seasonal variability of the Martian dayside ionosphere from Mars Express observations

crossref(2020)

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摘要
<p>&#160;</p> <p><strong>Introduction</strong></p> <p>&#160;</p> <p>The Martian dayside ionosphere features a well-defined maximum in the electron density profile placed at about 130 km from the surface and produced by the interaction of the incoming UV solar radiation with the upper atmosphere. The ionosphere of Mars is thus strongly affected by changes in the underlying neutral atmosphere and in the amount of solar radiation getting to the planet. Being one of the main reservoirs for atmospheric escape to space, it is important to characterize the variability of the ionosphere and its potential implications for the long-term evolution of the Martian climate.</p> <p>&#160;</p> <p>The major variability factor affecting the ionospheric main peak region is the change in the solar zenith angle (SZA), which produces an increase in the peak altitude and a decrease in the peak electron density when approaching the terminator (Withers, 2009). It is also well known that an increase in the solar activity would produce an increase in the peak electron density due to the enhanced ionization. Less attention has been devoted to the ionospheric seasonal variability. The significant eccentricity of the Martian orbit is expected to induce changes in the ionosphere. The changing Sun-Mars distance during the Martian year affects the amount of solar radiation getting to the planet, and thus is expected to modify the peak electron density. The changes in the temperature of the lower/middle atmosphere driven by the orbital eccentricity are also expected to affect the altitude of the peak. While previous works have confirmed these expectations (e.g. Zou et al., 2005; Morgan et al., 2008; N&#283;mec et al., 2011), a complete characterization of the seasonal variability has not yet been performed due to the limited seasonal coverage of the existing datasets. In this work we take advantage of the large ionospheric dataset collected by two instruments on Mars Express, the radar MARSIS on its Active Ionospheric Sounding (AIS) mode, and the radio-occultation experiment MaRS, during the more than 16 years (and still running) of the mission.</p> <p>&#160;</p> <p><strong>Results</strong></p> <p>&#160;</p> <p>In order to isolate the seasonal variability, we first remove the main variability factors, the change in the SZA and the change in the intrinsic solar activity, by using the well-known and thoroughly tested expressions derived from Chapman theory. Then we average the obtained corrected peak electron densities and peak altitudes in bins of 5 degrees of Ls. Finally we fit a sinusoidal function to the obtained seasonal variability. The main results we obtain are:</p> <p>&#160;</p> <p>1. The seasonal variability of both the peak electron density and the peak altitude can be well reproduced by sinusoidal functions maximizing around the date of the perihelion. The fitted amplitudes are, for the peak electron density, about 9% of the annually-averaged value, and for the peak altitude about 9 km.</p> <p>&#160;</p> <p>2. We find hints of latitudinal differences in the seasonal evolution. However the large spread of the data does not allow for a detailed study of these latitudinal effects.</p> <p>&#160;</p> <p>3. By separating the variability obtained during Mars Year 28 (MY28) from the rest of the years we find that the global dust storm during MY28 produced an increase in the peak altitude of about 10-15 km, in line with previous works (Girazian et al., 2020)</p> <p>&#160;</p> <p>4. We do not find an increase in the peak electron density around Ls=30-70, such as previously found for the TEC (S&#225;nchez-Cano et al., 2018)</p> <p><strong><img src="data:image/png;base64, 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QkICzZs3Z8SIEfzrX/+ibdu2AGzatIk1a9bg6elJu3btmDFjBgB33nknY8aMoVWrVgwfPpxFixap7Y9CiPrttwGnKEqVi1rnYPffTv92NaxWK//85z9lJwtVrdsI27Vrd8lqiuTk5Bpv9/PzY/PmzTXe99RTT/HUU09VOfA1Gg1+fn78+OOPNf5Q/vCHP/CHP/yh2jZCiIbt1KlT/OUvf2HGjBmMGTOmWvXqlVzcv0CIOjuzTG0CTUJQiMahvLwcRVFITU2VSbxFww1CIUT9cDs6sJw+fRqAlJQUCUIhQSiEuL00Gg3vvvuu2iP8VnCOGc7MzJQ1DoUEoRDi9ktJSak2VVhBQcFNKy0ePXpU/f+BAwdu2ec0m83s3Lnzio/bsWNHraZOUxRFplyTIBRC1MsTibb6qeSf//wnZrP5ppYIAXbv3n3dz2cwGK6qA83VLko8f/58dfKPa1FYWMjWrVtlvKQEoRCiIXBOtn+zSoReXl64uLiwZ8+e636+1atXc+rUqSs+TqPRXNWMN0ajsVad90pKSvjll19k/LMEoRCiIbiZvbjPnz9PUFAQvr6+110iVBSFefPmsXbt2jqxz2RohwShEEJc+oSl1ZKWlgZcGJfs4eFBZmYmNput1sGbl5enDsy/1BjoGyE5OVlKehKEQghx/VJSUgAICwsjODgYuNBOWFM75dXIz8+npKQEQF3d5maYN2+eDPWQIBRCiBtTsjIajYSGhtKyZUsA9u7dW+vnu1VBKKtp1F162QVCiPpWIjSZTISEhBAYGIjBYLiuDjN5eXmUlpYCcPDgQdnBEoRCCFH3S4TOIPTy8sJoNF5Xh5mLS4QShI2TVI0KIeqVo0eP4u7uTkhICBEREXh4eJCVlUVFRUWt2gnz8vLUTixlZWVqKNZlDodDxhpKEAohGt3JSqulpKSE0tJSfHx8CAgIQFEUOnfujMVi4fDhw9c89MBut5OZmamubWi32zl27Fid3g+KorB//37OnTsnB4UEoRCiMdHpdOrUaq1atQIurC3YvXt3LBYLKSkp1xyEZrOZ9PR0QkND0Wq12Gy2KrPW1NUgPHLkCNnZ2XJQSBAKIRpbEDpLa1FRUdjtdmw2G7Gxsdjt9loFYWVlJenp6QQHBxMWFobVaq3zQegsHcuycxKEQohGGITOkIqMjFSDsFu3bgD8+uuv1/ycZrOZjIwMgoODadu2LXa7vc4FYWFhIefOnZM2QQlCIYQE4f+qRtu0aYPdbsfhcBAcHIzRaCQrK4ucnJxrKik5q0abNGmiVrfWtba31NRUNm/eLEEoQSiEaPQnK62W48ePVwlCpx49epCdnc358+evOQgLCwsJDw/Hzc2NNm3akJ+fT25ubp2petTpdLi4uMgBIEEohGjMNBoN+fn5FBQU4OrqiqenZ5V5O7t160Zubq7aA/RqOVfICA8PB6Bz587k5eVd8/MICUIhhLjppcHz589TVlZGVFRUtftjY2MpLS295qrRiyfwVhSFTp06kZubS1ZWlgRhI6IHsFgsnDp1it27d3PgwAFKS0vx9/enW7duREdHEx4eLkuDCCHqRBB26NChxiC8uIR3LUHo4uKCp6cndrudzp07U1lZKUHY2IKwsrKSl19+mfPnzxMQEECbNm0wmUwUFBSwfv16Vq9eTWRkJE8++SRubm6yx4QQt5xGoyEzM5Py8nLat29f5T5FUQgKCsJgMOBwOK65RBgYGIiHhwcOh4OOHTsCkJ6eLksmNaYg1Gq1xMXF0bdvX3x8fKo9IDMzk4MHD2KxWCQIhRC3LQhzcnKw2WzVghAudCi54447KC8vv6belc4g9PT0RFEUAgICADh16hQVFRWy4xtLEBoMBkaNGnXJB4SEhBASEiJdd4UQtzUInTOp1BSEer2eDh06sHr1asxm81U/74kTJ4iKisLDw0MN1DZt2nDy5EkJwkZEC1BUVMR7773H//t//4+KigrmzJnD4MGD+eyzz9SFJKW+XAhxO4PQGXCRkZE1BmHHjh0pKiqivLz8qp5TURTOnj2rlgidzxMVFSVB2NhKhA6Hg0WLFrF27VoMBgM7d+7EZDLxwAMP8Prrr9OhQwd15gYhhLhdHA4HgYGBNa4w4SzJAZw5c6bGUmOVEoBWS35+PgABAQGYTCYURUGr1dKmTRs2btwoQdiYgtBsNnPq1Cn+/ve/Exsbi0ajUatBzWYz3333nQShEOK2UhQFm81W49AJp9DQUIxGI99//z3Dhg27YhA65y0NCgqqEq5t27bFbDZTXFwsO76R0Go0Gtzd3bFarQAMGTJEvdPb2/uSPadsNhv79u3j008/5fTp01XuO336NJ9++ikrVqyodlV16NAh5s+fT05OTpXby8rK+OKLL1izZk2110pKSuLTTz8lKyuryu3FxcUsXryYtWvXyjcpRAPmDKaaqkUvDsIOHTrUeA6pqQTpDMLf9oFo1qwZgDqLjWgEQajX6wkODlbn19u0aZN65549ey5ZxbBlyxYmTpzIU089xf79+9Xb165dy4ABAzh16hRr167lzjvvJD09HYDFixczZswYTpw4Qbt27Thy5IhaldGvXz+SkpJYtGgRd911lxrAH330EaNHj+bYsWP06NFDnRD39OnTjBw5kj179vDxxx8zfPhw+TaFaKBKS0spKiq6bIkwODiYyMhIfv311yuOJ3SWCF1dXQkNDa1ywe/r64urqyuHDx+WHd9I6PV6PTNnzqxyo8PhQKvVMnPmTJo2bVrjhkOHDiUtLY3Ro0dXuX3NmjU89NBDvPDCC1RUVHDfffdx4sQJwsLCePrpp9m4cSOdOnUiNDSUxx9/nM2bN7No0SLi4+N54403UBSFUaNG8c033zBixAgef/xxTp48SbNmzfDz8+Pll1/myy+/ZN26dXTu3Jl3330XgN69e7NmzZpqPWClk48QdadUV1BQwLlz5/D19cVkMqHX69FqtVUm7HBWU158W2lpKUCVINRqtVWqNA0GAyaTCYBVq1bxwAMPXLZE+Ouvv+Lm5kZwcHCVEqGPjw9NmjQhOTlZnXpNNPAgrOnGTZs20bx5c9q1a3fFJ3D2KnW6++67efvtt3n55ZcpLCykWbNmxMTEcPr0aQoLC+nUqRMAd955J3/6058AOHr0KAkJCerzRUVFcerUKX755Rc8PDzUqop+/foxb948AJKTk9XnAujTpw9JSUlqEObk5HDgwAHOnj0rYSgaDUVRSEtLIywsrE6M+734t/e3v/2NhQsX8u2339K+fXuioqJo2rQpJ06cqFKrlJ+fj9lsZvfu3er4wMzMTABatmyJoig4HA7193/xazg/89KlS68YhMeOHcPd3b1a1aiPjw+hoaGkpaVJEDbmINy6dSs9e/a8qiD8LaPRiKIotGrVioyMDPbt20dJSQmFhYXo9f97OQ8PD6xWKw6HA6vViqurq3pQGwwGLBYLxcXFeHl5qduYTCb1ytBisWAwGKr8AC7uNu3i4oK/v7/6vEI0Bg6Hg02bNpGQkHDJ2pxbGcoWiwVFUVi+fDn/+Mc/8PDwYODAgWzdupXvvvsOuFAVaTQaCQsLUwNJo9Gwbt067HY7rVq1Ii0tDY1Gg6enJzk5OaxcuRI/Pz/8/f1JT08nLCyM4OBg2rVrh5ubG99///0la4Q0Gg0ajYbU1FSaNGlCaGholQt6Hx8fwsLC2LZtGwMHDpSDqrEG4fUMnn/nnXeYPn06Y8aMoaKighkzZrBjxw769euH1WpFURR1uiQvLy+0Wi0mk0mt03c4HJSVleHh4UFoaKg6iBYgOzub4OBgNUhLSkqqXEW2aNGiysHcpUsXjh49KpMBiEbF+Tu71ZzVlHl5eRw7dozAwEDmzp1LeXk5H374IQ6Hg5EjR/LZZ5+xZcsWfvrpJ1JTU1m6dClpaWmEhIRUK0na7Xbc3Nw4fvw4zZo1w93dnfPnz3PmzBl1hQhnFanzIjw6Oppdu3bx888/07dv3xqDMDc3l/Lycjw8PNDpdGpnQbhQxRoaGirnjUakxtUnnn32WQYPHozD4bjkweBsXLbZbFRWVlJZWYmiKBgMBo4dO0ZZWRkFBQUUFhZiMBgICAigQ4cOLF++HIBFixYxefJk4MJaYj/++KO6DlhKSgodOnSgTZs2+Pv7s3HjRgASExPVqs9evXqxa9cu8vLyKCwsZPv27TUe9EKIm1sCdV6Ybtq0iX/961+88847bNiwAZ1OR2lpKStWrCA7O5u5c+fSunVrtFotQUFBBAcH079/f/z8/Dh//jxdunRhyJAhxMbG4ubmxpAhQxgyZAiKoqhB6ObmRl5eHm5ubuj1ejQaDXa7HYvFQklJCWazmbCwMADefvttcnNzq407dE7gDVyy6rMhVIna7XY+/vhjGQ95rSXCw4cP89NPP6klLavVSu/evRk0aFC1DbOzs3nllVcoKipixYoV7N27l2effZann36aZ599lvT0dAoLC2nSpAl9+vQB4OOPP+a5555TrwS/+uorACZNmsTu3buZNWsWhYWF9O/fn169egGwZMkSXnrpJVavXs358+dZsGABcKGzzs8//8xLL71Ebm4uY8eOpUePHvKNCnELOANoy5YtHDlyBC8vL/bu3auWzpzj/lJSUkhOTmby5Mk89thj/PGPf8Rms9G5c2c6d+6M3W5nyZIl/PTTT7Rs2ZLo6GgyMjI4ffq0emGbkpLC3r17mTZtGgaDgX79+tGhQwfy8vLIy8sjJyeHoqIiiouLKSsro2XLlgAcOXKkSnOM85zmcDjUIIyIiKjx8zVv3hyj0YjFYrnivsjNzaWwsFCdpq2uUBSF8+fPV1nAWFwhCM+ePctTTz1FXFwcAQEB6oF8cTvcxXx8fJg6dSozZsxQZ3z38PCga9eurFixghMnTuDq6kpUVJR6RdatWzf+85//qDM/GI1GALy8vPjwww9JTk7G1dW1ylihuLg4li5dytmzZ2nXrp3a5ufj48M777yj9vxq3bq1fJtC3EIFBQXs2LEDm82GXq/H4XDg7e1NeHg4LVq0YP78+axbt4727dvz5ptv1vgclZWVeHh4oNFoWLx4MdHR0dhsNhRFwW63o9PpePnll9XQcnaGCQ0NJTQ0tMrz5ObmsmzZMrp06cLKlSspLi4mKytLPf84HA7279/PyZMn1YBzzkZTUxB6eHhUGyP9W/v27eObb77h2Wef5d///nedW66upll4xGWCMDU1lc6dO6sH3ZW4urrSvXv3Gu/z8vIiJiamxvv8/f3x9/ev8QtzLoHyWwEBAeqs8FXe/H/nFxRC3LwTqaIoZGdnU1FRUaXKMCAggLCwMDIyMsjLy2PatGlERERgNBoxGAyMHj0anU7Hq6++etmOOxEREfTu3ZsPPviAf/zjH+rtOp2O48ePs3z5cnx9fYmIiFD7GNR0PgoLC0Ov1xMbG8uUKVN444032LNnjxpONpuN7du3U1ZWhouLC3BhdZ3S0tJqPWzDw8MxmUwcOnTosvtn7ty5lJWVsXjxYtq1a8fzzz8vB019PM6d/+nXrx9paWkUFhaq3ZMv10YohGj40tLS0Gq1zJ07l7179wJUmYZxzJgxvPjii1RWVtKqVSs8PT0xGAwsXryYjIwMfve73zFu3LhLPr+iKDRt2pS+fftSVlbGqlWr1JACeOGFF3BxceH+++/H1dX1sucj5302m42JEydis9nYu3ev2ku0uLiYiooK9Hq92jkvJyeH9957j8TExCqluaCgIFq1akVOTg67d++u8fXKysr48ccfAWjdujWvvvqq2hNW1NMg1Ov1DBkyhMjISO68806GDRvGwIED+eijj2QvCdGIVFRUcPLkSebPn8/w4cNZv3692t6Ul5dXrbamJt999x0Gg4EJEyZc8fXsdjsjR47E19eXt99+G6PRiF6vJzU1ldWrV9OsWTOmTZt21csr2e12oqOj1RKdc2rGgIAAnnvuOUaMGEFlZSVwYeiGzWYjKSmJ4OBg1q5dqz5++vTpAJc8B27cuJGcnBxcXFxYsmQJRqORqVOnkpGRIVWS9YxaNZqUlMTSpUv5+uuv8fHxQVGd2yAvAAAgAElEQVQUFEUhMDBQ9pIQjYDdbufo0aPs37+f1NRUrFYr3t7eJCcn89NPP/Haa69hMpmuqhfizz//jNFopEOHDld8rM1mIy4ujrZt2/LTTz+pfQXeffddKioqeP7559WhEdfirrvuYsuWLdXCumXLluh0Ojw8PBg2bBh79uwhLy8Pu93Ozp07OXLkCFOmTGHEiBHAhekk8/Ly1CYdZ9Xsli1bKC4upl+/frRv354PPviA++67jylTptC8efNqY5hdXFzqXBui+E0QKopC586dZQiCEPWs9AZc1ywyiqJw+vRptm7dyunTpzGbzer4vMcee4wnnniCXbt2cfbsWfr06XPF9f4yMzPJzs5Gp9OpQxmu9PoA99xzDzt27ODDDz+kZcuWfPvtt4SFhfHggw/yyy+/XPPnSkhI4KuvviI3N7fa+6uoqKB169b06dOHqKgoDh8+zMaNG9FoNAQGBhIUFISiKLi7u5OZmcnatWurzFRTUFDAtm3biI6Opl27dtjtdu6991727dvHu+++S2hoKKtWraK4uJi8vDwKCgrYvXs3ubm56lhoUQeDMDIyklOnTvHiiy/Sv39/tY0wIiLikj2rhBC319atW9FqtQwaNKjWUwkWFRWxfPlySktL1fY0f39/RowYQWBgIN9//z3ffvstL7zwAl27dr1iLdHu3bux2WzodLqrriJ0OBzMmDGDJ598knXr1hEVFcWJEyeYP39+lbC8Fl27dgUuDJm4eN/k5eVRUVGhntcCAgLo3r07y5cvZ8aMGZhMJnQ6HWVlZYwYMYLly5ezbt06fve736n75/jx4/zyyy+89957pKSkqO/vnXfeYffu3Wzfvp0JEyao51GnUaNGsWzZMpm6ra4G4bFjx9BqtWzdulVtALZYLNx7770ShELUUXa7/bo7tHl5edGpUye2bduGm5sbffr0Ucf+lpaWEhgYyLJlyxg+fDgvv/wy//znPy8bunv27MFsNhMeHq5O4H81QWg0Gpk8eTJfffUVu3btIiQkhLvvvrvWn8s5u9Rvl3xz9oC9+Lym1WpxOBxER0dXKakGBARw1113sWrVKv7xj38wYcIE7HY73377LQCjR48mJSWlyvNv2bKF2NhYBg8eTFhYGAEBAQQFBfHqq6+ye/duunbtytq1a+nQoYPMg1zXgjAmJoYVK1bIHhGigcvOzsbHx0cdI6zVaomOjsZgMBAbG6uu4HBxIAwbNozHH3+cDz74gKioqCo9O3/rwIEDOBwOunXrdtmxyDV5+umn1Yk2nnzyyeuaK9jX15eePXsyd+5c1q5dS2RkJBEREZw/fx6z2XzZtQ0v/uyDBw9m9erV7NmzB4vFgr+/P59//jkDBgyosZrTaDQyePBgdWUcp82bNzNt2jRefPFFevXqxeuvv47VapV2wzpAvVTLysri1VdfrXLnp59+yo4dO2QvCdEAlJSUsG7dOr788kuOHj1a5T7ndGe/DcGLvfDCC8TExPC3v/1N7XV5MeccnmfPnqVly5YEBQVdcmHvS4mNjSUqKorAwEBGjhx5XSFhMBgYMGAAer2eyZMnEx8fT0JCAh9++CHAVdd0DRw4kJCQEHV9wvPnz5Oamkp0dDSurq41luosFku1faTT6Xj00UdZs2YNMTExPP/882zdurVaT1xxG4MwJSWFsrKyalc2zlnchRD1V0pKCgsWLGDv3r3k5+dXmUrxaoWEhDBv3jwMBgMbNmyofjLRaklLS+P8+fMMGTKk1lN7LViwgGnTpl12Ed6rNWLECH7/+9+zYMECxowZw5kzZzh48CDAJRcd/62OHTsyfvx40tLSqKioYO/evRgMBkpLS9W21asJbEVRsFqt9OzZk82bNzNs2DCSkpKqVa2K2xiE7u7uZGVlVWlvyMrKkmWMhKjHLBYL33zzDcuWLVMHkRsMBtq0aVOr33aPHj3o2bMnmZmZbN++vVqJ8OTJk+Tm5jJ48OBaB2GzZs1o2rTpDRmLZzQa8fb2ZtKkScyfP5/Tp09z7tw5Zs6cWWWJtysZPHgwOp2O7OxsDh48qE4anpycTMuWLdVwvZowhAvVtg8//DAFBQWcOnVKDtS6EoQ9evQgKyuLp59+mvXr1/PRRx/xxRdfMH78eNlLQtQziqKQnp7OZ599xk8//aSegMPCwrj//vuJj4+/bDvf5UyfPp2Kigq+/vrrKrfbbDZSU1MB6Nu3b52a7PniC/zg4OAah5tcbn/06tWL6OhoPv/8czQaDb169SI8PBxFUdDpdHz//fecOXPmmi8qAE6cOCEzeN1mVaZmX7JkCbNnz+bLL7/Ey8uLTz75RLr5ClGPOMf/bdu2jRMnTmCxWNDpdJhMJmJjY4mLi6t1ADoNGTIEuDB0o6SkBE9PT+BCG+TBgwfx9/dXJ+6vi2qaOtLFxUVdFq4mISEh9O7dm6SkJIxGI8888wwRERHq6hsxMTE0b978mt6Hp6cnXl5eHD58mNLSUnU/itschJ6enjz33HOXPHhk2iAh6raKigpcXV1JTk5Gr9ejKAotWrRg6NChNGvW7Ia8hnO5oePHj7Nnzx51mbaSkhIOHDhAr169qi1/VNfpdDp69+592cc88MADfPDBBzRv3lwdozh+/HieeeYZunXrVu18eTWvGRkZSXJycpULCnHraQsLC+nZs+cl67i/++47Bg0aRHp6uuwtcdudOHGCH3/8UaqSLsHV1RWz2YzNZsPhcBAXF8fUqVNvWAjChSrQfv36kZeXx65du9TbS0pKSE1NpWfPng3yotm5jFx8fHyV24uKiqoNEQkNDeXf//73ZXuEajQa3NzcOHr0KKWlpXLw3s4Sobe3N7Nnz2b69OmUl5fToUMHPD09yc3NZe/evXTq1IlPPvnkssuoCHGrFBUVce7cuUsuxyMuCAoKIiEh4aZMhuFwOGjVqhW5ubl88803PPnkkwAkJycDXHIJtoZg2LBhbN269bKPcc7Qc/78eT755BPGjx9Pq1atqh2vzvZFuLDKh0xcchuDUKPR0K1bN3bv3s3x48fZt28fRUVFBAUF8cknn8ik26LOkQD8H4PBUG3Yk91uZ8qUKTd1Tkuj0cjdd9/NSy+9REZGBgA//vgj3t7ehISENNj9fTUdgLKysrDZbGg0GioqKvj888/VdtXfDrPw9vbGaDSybds2hg0bJgf07QrCi/9o3bq1rPQuRD1x7NgxUlJSKCkpoWPHjrRo0UK9z7kC+83i4uJCfHw8L730kjqmcPfu3URGRjb6SaVbtWpFSUkJcXFxHDp0CJ1Ox3fffYfJZCIrK6vKROR+fn6Eh4fLxCW3mfR+EaIe+vHHH1m2bBm5ubmUlZWxfv36W/4eIiMj6dy5M5988glarZbDhw9LEP6X2WzmzjvvZOjQoWg0GvR6PTqdjqVLl1YZNxgQEEBERAQ///yzHNQShEKIq2G321myZAnff/+92iGmSZMmTJ06VX1MTcMDbgZ/f391SMGJEyeAC9OW1bceozeLXq+nd+/e3HPPPbi4uKAoCoWFhXz22WccOnRI3YcRERFYLBZOnz4tPfNvdxAWFxdz6tQpbDab7BUh6qD8/HwWLVqkdkpxcXHBbDYTFRWFu7s7cGEqtQ8//PCmlzCcQTtw4EA8PT3ZvHkznp6e3HHHHfJF/UabNm147LHHsNvtatD95z//IT09HZ1OR9u2bQH4/vvvr3uMp7jOIDxz5gyvvvoqjz32GMuWLaO4uFj2jrhprrS4q6jq5MmTLFmyhOPHjwMXOqsMHTqUfv36VVmKKSUlhSNHjmA0Gm/J+4qPjycwMBC73Y6Xl9dVrUjfGPn6+lJSUkKnTp2AC1O2NW3aFKvVSrt27fDy8uKHH36Q0vTtDsJ27drx4osvkpCQwHfffcfw4cN58cUXyczMbHAf+scff6y2anVNV7xXeoyovXnz5kntw1Xatm0by5cvJyMjA0VR8PPz49577yU2NhadTqeGoNlsZuPGjej1+ls2hMHb25u4uDjgwkD7du3ayRd2CTqdjiFDhnD//ffTv39/7HY7DoeDdu3a4ePjw/fff39NS1aJmxCEOp2OFi1aMHr0aD788EOeeOIJPvjgA5o1a8aECRPUCXsbgr17917x85jN5mrLUokbJz09/ZqX6GnMnDU0LVq0YNq0aTUOkLdYLOrq7s6q0lth2rRpAHTu3Fm+qCtcXBsMBiIiItRhFM42Xn9/f86ePcvZs2elnfB2BqHdbic3N5eFCxfSt29f3n77bb788kusViuxsbE89NBDDeqAvBpWq7XabXVpIuGGxGazkZycLDPG1KBPnz506dKF1q1bc++99+Lt7V3tMRqNhtTU1NuyYsyAAQMYNWoU//jHP+TLusZzj3MNR29vbxRFITExEYPBIGNlb1cQnjhxgkceeYQdO3bwzjvvsGfPHnWA55/+9Cc6duzYoA9OZ6+3y7FYLKxZs0aOmpugsrKSxYsXy4XGf/fFb40dO5a77777siH3xRdf4OrqSrNmzW75BUXTpk1l8o1acDgc7Nu3T51nNDExEYfDUeNFuLgFQWi1Wnnsscf4+OOP1Qlkz507R1JSEnq9nlmzZjXo0sjChQuv+Diz2czq1avlqLlJblUHj7osIyOj2lgzpyu1H3355Ze0atWK9u3b3/IgdDgcUtVdCxqNht69ezN69GjgQs/g0tJSvvnmG9mftyMIs7Ky2LdvX5U7U1JSWLVqVaOorqioqLiqg1Yas8XNcvLkSZYuXUpaWhpr1qy56o5qer2epKQksrOz6dChAxEREXISrUfnHpPJxEMPPYTRaKSgoIDi4mIOHDjAwoULsdvt6HQ6tFqtVJfeRHpFUUhNTWXjxo2cPHmS5cuXqz+uxYsXM2DAgEt+gc4BvS4uLmoDr/O2i7m4uKDRaNRtFEVBq9VW6Spst9vVajG9Xq8+39Vu43wNIeqjtLQ0li1bRkVFBRqNBovFctXVY0ajkcWLF6PT6Rg6dKiEYD3jXOKuV69e7Ny5k9zcXEJCQjh79ixz5syhSZMmpKamUlhYiIeHB4qiyHd8o0uEiqJw+PBhtm7dqv4Yly1bxuLFi4mIiODBBx+sccOkpCQGDBiAq6sry5YtU29/4403iI2NpWfPnkRHR+Pj48OePXuAC8MWevXqRdeuXRk/fjz5+fkA5OXl8eijj9K9e3fi4uKYN2+e+nwbN26kR48exMbGMmXKFHJyctRtHn/8cbp160afPn2qbCNEfXLkyBEWL15MeXk5iqIQHBx8zUsnff3115hMJoYNGybtS/XUgAEDqKys5MyZM/j7+1NWVsby5cuZOHEiL730En5+fnh5edG9e3dmz56tnj/FDSgRarVaxo0bR0JCAiUlJfj7+1/VhuHh4SxdupQHH3ywSnXhCy+8wAsvvADA9u3b+fvf/67ONvHAAw/w6aefMmTIEKZNm8asWbN4//33WbBgARqNhgMHDpCRkcH48ePp1asXMTExTJo0iU2bNtG9e3fuu+8+5s2bx0svvcTy5cspLy9Xq4T69u1LXFwc0dHR8q2KemP79u1s2rRJbWO74447SEhIwGQyXd0PWK9n586dnDt3jpiYGJo0aSIdjuqpgQMHMmvWLPz9/dXOYxkZGYSHh9O7d2+Cg4PJyMjg5MmT7N69mw0bNtC/f3+ZjeZGBGFxcTFPPPEE9957L4sWLapylWE2m5k8eTLTp0+vtqGvry++vr6XnQlh3rx5DB48GHd3d44cOUJOTo66HMm0adO4++67ef/99zl06BBjx44FLsy9Fx0dTUpKCmazGXd3d7p37w7AxIkTee2113jppZc4cOCAWm0bFBREXFwcP//8c7UgbMwzNZSUlGAwGKQTSh3kcDjYuHEje/bsUTu2dO/enfj4+Gsa/uDi4sLmzZsxm8387ne/kx1bjznPc2vWrGH58uVUVlby0EMP4eHhQf/+/Rk7dizl5eWkpaUxevRo0tLSsNvtEoQ3Igjd3Nx48MEHadWqFdOmTauyfIvdbiciIqJWT1xYWMimTZt44403AMjMzKwy/ikgIIDs7Gw1cN3c3IALHVLc3d0pKysjOzuboKAgdRs/Pz91xeeysrIqV80+Pj4UFRWpf6ekpPDpp5+qq2k3RomJiXTo0IEuXbrIkV6HWK1WvvnmG/bt24dGo0Gj0RAbG8vIkSOvuZ1bp9OpEzjfe++9Mg6zHnN1dSUqKoqjR48SGxvLsmXLaNq0KTt37uTs2bM4HA7c3d0JCwujefPmnDp1Skr/NyoIXVxc1JJVQECAGki5ublotVr8/Pxq9cTvvvsuvXv3pkmTJmqIlZaWVglK53M7Jw+GC51jKisrcXNzw8/Pj4KCAnWb4uJifHx8AHBzc6vS07O0tJTw8HD17/bt2/PWW2/x1Vdf3dSDRVEUysrK8PDwqJOljrrQqL53715iYmKqLUraWNlsNkpKStQVyrt161brRVkdDgcVFRV07twZX1/fendi1Ov1dOzYUTq6/dfzzz9PYmIiixYtUs/FJpOpygWOw+HAaDRy+vRpCcIbRB0+kZGRwWuvvQbA/v37GTp0KMOHD7/iQHOtVltj0XzOnDk888wz6t/R0dGYTCa148zy5csZOXIkAG3btmXr1q1q2B05coTIyEi6d+9OXl6eOtHw+vXrGTx4MHBhblTncxUVFbF79261auFWKioqkhk1rmDu3Lk3faHY+sTNzY2EhASioqKIj4+/rpXJ09PTycvL4/77769zn/NqSqeurq6MGzdOLpL+a+jQoQwdOrRK9bhzP2o0GkpLS9m0aRP5+fkUFBTIfL036oLM+Z+UlBT1ZLV+/XoeeeQRCgsLSUxM5I9//GO1Dc+cOcOMGTP44YcfOHnyJAsWLOCdd94hPDycjz76CH9/f3r06FFlm9mzZ/P0008TEBBAWVkZ8+fPBy50onn22WcZM2YMdrud/v3706NHD7RaLR988AHTpk3D398fm83G3LlzgQvthX/961+56667sNlsjBo1ip49e96WUtfFpVZR88lOrvir8vLyYsyYMdc1J6jdbufAgQMAjBkzps59Rl9f3xv2vSuK0iiqfS0WCxaLBYfDUe3iQKPRkJGRQVJSktqpMTEx8ZI9+0UtgtA5mBMuDHNYsGABO3fuJDU1tcYNQ0JC+OCDD6rMfh8aGgrApEmTGDduXLVtxo8fT58+fTCbzXh7e6tVo82aNWPu3LkUFBSg0+kICgpSxxHef//9xMfHY7FY8PHxwdfXF4AmTZowe/ZsdZvbuSq2nOTF5eTl5bFjxw6GDBlS5Ur/eifGzs/P54cffqBjx45V2tLrir/+9a83bAIKd3d39bffWDkcDlq2bMm4ceM4evQocGF4mclkYvLkyeTn5+Pp6SmdZ64nCOPi4nj55Zdp0aIFffr0oVmzZrz33nvqEiu/ZTAYaNWq1SWvBGui1WoJCwur8T5vb+8aJxPWarVqO+PVbiNEXVFSUsLixYvJzMykrKyMSZMm3bALJ2eTwFNPPVUnZzxyzp95I7Rr106WeOJCm6pznHZiYiK5ubkcO3aML7/8koyMDCZNmnRN40/Fb4IQYPPmzWRlZamlq5kzZ9KiRQvZS0LUQnZ2NosWLaKwsBAXFxfOnDlDcXHxDbt4a926NStXrqw241JdL9WI66PVatVmLOeaqceOHaOyslLaWm9EEB47doz169erQxQURSEuLu66GvOFaIzS0tJYuXKluo5gWFgYY8eOveE1GK6urvVq/bpu3bo12pP1jeww5hw65hx6VlJSgtFo5KeffmLkyJE3tDTeKC4uLr56ffjhhykpKSE8PJzmzZvTpEkTqXoU4hqlpqaycuVKSkpK0Gg0NGnShIkTJ96Udrz61olk4sSJjTYIJ06ceENK7oqi4OPjg6urKzk5Odx7771q2/Phw4dZv369/AhrWyI8ePAg3bt35/nnn5fOH6JOyMnJYfv27YwaNarelHpOnTrFsmXL1Kv/gIAA7r//fnVMWGPXmDty9O3b94acWxVFwdvbG09PT3JycggJCeGee+5hyZIlaLVaEhIS5ECrbYmwbdu25OfnU1RUhNlsxmw2U1lZKeNUxG1TWVnJqVOn6k2JJy0tjc8++0wNwbCwMB599FEJwQbuao/PG1nAMBgM6kLIJ06coEWLFphMJiZOnFhlxi3nzEXiKkuEGo2GkydPcvfdd9OxY0cURcFqtTJkyBDuuusu2VPi9lyp1ZOSoKIorF27Vl0/rk2bNjesKkxcW0Dc6mOmXbt21ap7b/bFm8PhIDw8nJSUFI4dO0arVq1QFKXK8abRaLBareTl5V31JO6NPgiNRiN//etfsdvtOBwO9aq2tnONNmalpaXs37+/0c5x2hhpNBomTpzIsmXLCAkJYdSoUTKe6zZcNI0cOZKAgIBb+rqPPvpotYntb+RkApcLQq1Wy9GjRxk+fHi1ALZYLHh5ebFy5UrGjRsnwyquJggDAgKIj4/n6NGj5OTkEBcXV21ia3F1SkpK2LRpkwRhIxMaGspDDz2EVquV6tDbdDHStGnTW/66Na0W8txzz93UsZ3OINTr9Rw7dqzGGop9+/ZRVlZGWVkZS5YsYdy4cVKwudRF1MV/PPHEE4wZM4ZHHnkEgBkzZvDzzz/LXqqFhjYZrt1uJzk5Wb7Yi5w7d67abSaT6baHoLQJ3X4eHh439Xuw2+00b94cFxeXGoNQo9EQGRmpTm5SVlbG119/zcmTJ+XLuVwQ/vLLL5w9e5Zff/1VPYmPHDlSglAAUF5ezr/+9S/ZEf+9Gt+2bRvz5s3j+++/r1MXPRqNhs6dO8s4skZwDLZo0QIXF5dLToMZGBhIQUEBPj4+2O12SkpKWLFihYTh5YKwoKCA1q1bV7nTOQ5KCI1Gc00Lxjbkkv6WLVvYuHEjLi4u7NixgzNnztSdH7RWS1xcnLpcmag9RVHU5eHqYhAGBwdjMpkoKirCYrFUO1c7J+6ePHkykZGR2Gw2iouLWbZsGSkpKfIF1xSEffr0Ydu2bSxfvhy73c727dt5++231aWShJATo8KmTZvYtm0bWq0WRVHo0aOHdEJooFxdXbnvvvvq9MVpy5YtsdlsnD59usaJChwOB97e3owbN47OnTvjcDgoKytj9erV7N27V77k3wah0Wjk66+/ZvHixWRkZPDAAw/w97//nTvuuEP2khDAhg0b2LZtG3Bhcd1BgwYxePBgGSLRQLm4uDBw4MA6XTvRtm1bNQgvNWzE4XBgMplISEigQ4cOaDQazGYzGzduZN++ffJF899eo85B8yEhIaxcubLaThSiMXM4HKxdu5adO3eqPQGHDx9O7969Zec0cHW5achut9OmTRusVutlg9DJzc2N8ePHs2TJEtLS0tBoNI1ijcerCsLy8nKee+453N3dMRqNlJeXqztHp9PRr18/dYyKEBdTFIXKysoGPVSgoqKC9evXc+DAAQwGAwaDgSFDhtC9e3c5AESdCEKHw8GZM2do3rz5FbcxGAzcc889JCYm0rRpU2JjY2VHAlqdTkenTp3o0qULiYmJmM1mOnXqRFhYGImJidJB4jYrLi5m7969dfLKrbS0lE8++aTB7nuz2cyGDRs4ePAger0enU7H8OHDJQRFnQpCoMY2Qp1OV2O7oV6vZ8yYMfTs2VN2onOfGI1Gpk2bxoEDB4iPj+f1119XZ8Tw8PDgxIkTdbqevDEE4a5du4iJialzs/ZbrdZqY5hsNhu5ubmEhITU+31vNBpp0aIFKSkpWCwWJk2a1OgWh1UU5YYuHyRubBA6+3BkZGRgtVqr3J+WlqZWgdYUhr+VmprKsWPHGmUHSbVSuaSkhKysLBRFUcdFFRYWkpOTI0fcbT4R3cx2WpvNxvvvv1/r7X/7I8vOzuadd95pMPu/S5cuxMXFcf/99zfKFdJNJhMvvvii/BDr6LlBq9ViMpkoLCwkLy+vyu9x9erVLFy4kO++++6Kz3Xy5Em++OIL9uzZU+fGxt6SEqHzP3379mX27Nk88MADREdHk5ubyw8//MDy5cvliKsHSkpKAK55ILXD4bihA2w1Gk29Xm+uoqKiWpvngAEDGu1xpdVqadmypfzA6rCoqKhqQVhQUMC6detwd3dnyJAhV3yO5ORk9Ho9DoeDzZs3oygK/fr1azQ9oqt0M/ryyy8ZN24cAC1btmT58uXyI6gndu/eXeu2xPq0wvnNlJWVxYoVK2qcskrc2pLOb6v5brSGVN3bpk0bioqKyM/PV4PwzJkzbN68mZiYmKvq+ZqQkMCgQYPQarXodDq2bNnC+vXrG80yfFXiXq/XM3HiRPkl1kMWi0UC7Trk5eWxbNkysrOzOXv2LGPHjqVt27ayY24DPz8/hgwZctOOZ71ez+TJkxtUiXDVqlUUFhaqtzlr8ry8vK764rhPnz64ubmxfv16NBoN+/fvp6ysjHHjxlVbXaNBlwhF/SULcNZeQUEB8+fPJzc3F61Wi1arJSwsTHbMbeLh4UF0dPRNO561Wi19+vRpUCXCiooKioqK1H02Z84cevbsSYsWLa7pHNK1a1eGDRuGi4sLGo2Go0ePsmLFCioqKhpPiVCIxiY9PZ2FCxeqVXF+fn5MmzZNJq1uBBeOtd2urrWbRUVFAVBUVITBYGDdunUUFhbSr18/fH19r7m5pFu3biiKwubNmzGbzSQnJ6PRaLjrrrsa7LJ8aonw7NmzFBUVVbmzpKREnVJKiIbm6NGjfPHFF1itVhRFoUmTJtx7770SguKS3NzcGD16dJ16T86B9FarFVdXV9544w18fHxISEiodY/z7t27k5CQgMlkQqvVcvDgQU6dOtVgv1c1CPPz85k+fbp6ZWy1Wnn88cc5fvy4HP2iwTl48CCJiYlUVFSoi5xOnDgRPz8/2TniklxdXW9oL+IbMTTKYDDg4eGBTqfjwIEDbNu2jaioKPr27XtdnV06duzI+PHj8ff3Z+DAgfp83bQAACAASURBVGrJsyFSy/idOnUiISGBAQMGsG3bNv785z/TrFkzJk2aJEe/aFD27NnDhg0bcDgc2O12Wrduze9+9zt1IgnRsNzsHqi1LoX8ty36ettCdTod4eHhGAwG5s2bh6Io6qoZ1zsjVUREBA8//DAGg6FBD6XQX3ygPPDAA6Snp9O0aVMGDx7M66+/3uB7C12K3W5Xr9YsFgs6na7O/KCcB3dtfkBWq7XRn/AzMzOx2WxoNBruuOOOBtWDUFQPicceewx3d/c6997c3d155JFHbshnbNGiBYcOHeLQoUO4uLgwffr0GzYRR03tgunp6bi6ujaYGhR9eXk5zz//PO7u7iiKgru7O15eXvj4+PDaa6/Rt29fRowY0eB/MM5QcTgcak+pb7/9lrFjx2IwGHBzc0On05Genl6r5zebzRQVFREUFHTd7zU7O5u8vDzatWt3TWFot9uZN28e06dPr5Mnhltl1KhRKIqCoiiMGjVK0qKB/66bNGnS4MM+IiKCdevWAXDfffdhNBpv2hjA7OxsEhMTycvL4+677yYyMrL+B6FOp6N9+/ZVSn4vv/wyVqsVi8VCYGBgjRtmZGTw+eefk56ezowZM+jQoUOV+xYsWEBmZibt27dnypQpeHl5Ybfb+eCDDzh69CgDBw5kwoQJ6jZbt27l66+/xmQyMW3aNCIiItST9+zZs0lNTSU+Pp4xY8ao22zfvp0VK1bg5ubGjBkzrmr29Zq4uLigKAobN25kxYoVrFixgry8PHx8fEhNTaWyshKr1cq5c+dwOBycOnXqmrolA5w/f57169fzxBNPXPeXdvbsWVJSUmjbtu01BaGiKOTn58vSWlwYQGy322XspWgQQXjxue8vf/nLTXsth8PBsWPHOHfuHC4uLixZsoT4+Hh69OhRv4PQaDTy8MMPX/OGzjErGzZsoF+/fmoQZmZmcs899/Dggw8yZMgQysrK1BPviy++yLlz55g5cyZPPfUUOp2OsWPHsnPnTl555RX++Mc/kpWVxaOPPsrixYsJDAxk5syZWCwWHn74YZ555hnc3d0ZOnQoSUlJzJo1iz/84Q/k5uYyceJENm/ejIeHxzV/lgMHDrB27Vrmz59PcXEx/fv35+mnn2bFihW8+eabVFZWYjAYmDt3Lq+88gpLly695oPN4XDcsLE4Wq221vX1VxOciqKQk5NzQ0qvt5vdbmflypX07NmTpk2bVtmHEoKioQVhly5dbupi6lqtlpiYGDIzMzl06BB2u51NmzZRXl5O//796+1Y5ipngg0bNtCmTRu1YVSj0fCn/9/emcfHdP3//zkzmUz2yCYJiUgsiSWxr6XW0FpLg1JLtZa2utD2oz6tKqWtLkqp0mq1dip8rLEvQRC7IESIBFklZM9MZrm/P/xyv0ZQiQjiPB8Pj4eZ3DvnnnPvPa/zPue83+9PPrnniQEBAYwfP55atWqZdShz586lU6dODB06lBYtWtCxY0cqVaoEwJw5c5g6dSotW7bko48+4quvvgJg06ZNdOzYkeDgYPr164eHhwfh4eEUFBSwYMECfvnlF1q3bs3w4cP5+eefAQgLC6NFixb06NGDYcOG4eXlxfr160vVCMuXL+fixYs0adKEyMhI9u7dS5cuXbC1tcXNzQ1vb2/c3d1lC3bdunWPTYSeBnQ6nXxvnmW0Wi3z5s3jzJkzbNmypZh7kEBQUSgatL777ruPvSxbW1tCQkJkwTUajYSHhz/THgaygl2/fp3PP/+csLAw/Pz8iI+Pp3///rzzzjsP/WOSJHHx4kXi4uIICgrCz8+PCRMmoNPpiImJwWAw4OPjA0CTJk04ffo0cDvyeUBAAEqlErVajYeHB8nJyZw+fRpXV1d5sTYoKEg+5+rVq/L0pEKhoHbt2sTGxsrXUlBQwPXr18nNzX2gAGVnZxMdHY1CoWD37t0PzDVXlH3g2rVrFd6t5ElMnz7MQOFhBxNpaWn89ttvpKeno1AoyMjIICMjo8LdJ41GU+4b2jQajchl95TRvHlzJk2aRNeuXcutzH79+uHi4oJKpaJFixbUrFnz2RfC6OhounXrRs2aNTGZTHh5edGrV68SWVkGgwGDwUB8fDxRUVGcPXuWyMhIdu7cSWFhoVknVrQuV/TvzowFSqUSk8mEXq/H0tJS/t7CwkIOlms0Gs3OsbCwMFsczsjIYPfu3SQnJz+w80xMTOTcuXMP9WKbTCYcHBxIT09n//794u0rQ9Rq9X0Tid79jKlUqgfe09jYWJYvX87NmzeRJIlKlSrRr18/ed25ItG6dWtatmxZrrMNtra2vP76609lsujnFSsrKypXrlzu9yQqKoqXX36ZTp06PdNLDfKVe3t7ExcXB0ClSpVYtWoVa9euNROifxulq9Vq7O3t6dGjB3A7CkOdOnVITk7Gz88PvV4vr5PFx8fj6emJQqHAxcWFlJQU+fcyMzOpVKkStWrVMtulef36ddkKdHFxMcuVmJycbJYM1svLi6FDh+Lv7/9A6yYpKYmEhISH2gZsMBho3749Wq2Ww4cPl8hCETyYAwcOsGnTJq5du3bfYwoLC1mxYgWhoaFkZ2ff85ijR4+ydu1abt26hdFoxMPDg4EDB1KjRo0K2W5PwiIsqXUuePw87ryl9xUQpZK6des+lE48E0JYp04dedPMrFmzWLhwIW5ubrJj5r81RhHdu3cnNDQUvV5Pamoqx44do2bNmtja2hIcHMyMGTMAmDZtmjyf3a5dO1auXIlOpyMuLo5Dhw7RokULPDw8aNy4MT/++CMAs2fP5o033pDPCQsLIy8vj4sXL7Jly5Z7boW/8+Eoytl359+OHz8O8FA59EwmE56enjRu3Jhjx46V2pVCUJzBgwdz+PDhB4b00+l0LFiw4L6bjrZu3crWrVspKCjAYDAQEBDA8OHDcXd3Fw0sEDwmKkISXzNbtkOHDuTn59O4cWO2bdvGvHnzcHBwuOeJFy5cQKFQEB4ezoABA3B2diY6Opp+/foxePBgqlWrRtOmTXn77bflkETLli1jz5492Nvb4+fnx8SJEwEICQmhZ8+eVKtWjR49evDDDz/IKXB27NjBxo0bsbe3p27duowaNQqArl270rdvX2rUqEG3bt1YtmyZvP54r5HrrVu3mDVrFrt27ZId4wsLC9m7dy81atQo0W7T/v37c+LEiQode688LYqJEyfKMwL79u1Dp9Pd8/iDBw+Sm5tL48aNzZ5Lk8nEunXrOHz4sDzwadKkCQMGDMDKyko0tEAgeCBme/DXrl3LP//8Q1JSEvv27WP69OmEhITc02EyICDgnvPRkiQxZswYxowZU+xvTk5O7Nq1654XMnbsWMaOHWv2OwqFAicnJ8LDw+/Zib7//vu8//77xc65+zhJkvj777/R6/VEREQQHx+PTqfDYDCwd+9eunfvXqJAyz169GDChAkcP36c2rVrl9nNMJlMpKam4uHh8VxMO6nVai5dusRPP/2Es7Mzzs7ObN26lfT09Hs6Qf/666/A7fWQO9snLy9P3hGqVCpp1qwZwcHBD2XlCwQCgWwRxsfHM2/ePCZMmEBqaioA9vb2crSCko7yy8paKItzjEYjLVq0kKMteHt7ExERwa5duygoKKBp06b3tXzvhZeXFzVq1GDDhg33tV5KQ0FBAUuWLKkQUw0Pc68KCwv58ssvKSgoYPr06dSqVYv4+Hiio6PNH1KlktzcXDZs2ICDgwPe3t5mgzB7e3t69uyJl5cXXbt25aWXXhIiKBAISi6EFy9epFmzZjRs2FAWlMqVK5tlPX4WkSQJCwsLWrduzcCBA+WMzSkpKcyZMwc7Ozvq169fIuF1dHSkU6dO7Ny5k/z8/FKL/5o1a8xET5KkCp8AU56KsLBg+/btrF27lg4dOjBkyBCsrKxwcHBgxYoVxURz6dKlwO21YXt7+2Jt7uzszIABAx7o/iIQCAQPFMK6dety8OBBORgxwN9//10h/IWKrAc/Pz+GDBmCm5sbKpWKs2fPYmNjg06nK3FA7VatWgG3N2iU1vo4dOjQc2H93YuMjAzmz5+PVqvl999/x2QyUb16dZo3b86iRYuKTbv//vvv2NraMnjwYE6dOsXixYuL/abIIygQCB5JCL28vBgyZAhNmzaloKCARo0a4eTkRKdOnSpUhd3d3XF1dUWlUpGamoq9vT1RUVHY2tqWyBoLCgqiSpUqrF69utThzp5nP6ykpCQ2b97MRx99RPXq1TGZTHh4eNC6dWtMJhPr16+XIxxduHCBmJgYPDw8ZF+pCxcusGHDBvEGC54LhM9mOQmhJEm89dZbhIeHs2LFCpYtW8ayZcsqZMqetLQ0+cFyd3eX63j58uWH/o3AwEBq1apFRESEWI8qIVqtlhMnTlC1alVGjRolDyQMBgOdOnXCycmJOXPmYG1tjUaj4Z9//qGgoIB69erJG6dsbGxEuwueCxwdHfHy8hJ+m48R2ZRRKBTcuHGDqVOncvbsWRwdHXnnnXfo0qVLhau0RqNh06ZNWFpa8tprr2E0GtHpdHIItYdBrVbTqlUrwsPDRTaHEjJ16lRSUlKYPHmyWdZrg8FA27ZtqVatGvv27SMuLo5bt26xa9cuJEmSA7s7OTkRHBxslvFEIKio+Pr64uPjI4SwPCxCrVZLly5dcHFxYdq0aQwaNIj33nuPo0ePVjz1t7AgMjISKysrRowYwZAhQ8jNzTWzMIrcLh7Eyy+/jJWVFZGRkeJJekhiYmL44Ycf8PHxkX1C75yVUCgU9O7dG4PBwJo1a7hy5QqnTp2iRo0a2NjYkJ2dTeXKlUs0aBE8fvR6vZi+e1yd9CNkmxGUUAgjIiJ48cUX+fLLL2ndujX9+vXjs88+IywsrEJWXKvVUq9ePaytrXFwcCgWJy8xMZGaNWs+MGPBiy++SOXKlTl27Bhnz54VT9NDMGbMGAwGAx4eHnh6et7zmKJoRosXLyYxMZHs7GyaN2+Or68vAwYMECPjp5BJkybdM5O5QPBMCWFRQOKi+J1Fzt1NmjSpcJXOyMhAr9fTq1cv2RK5czSbm5vLrl27yMnJYe7cuURFRWEyme7ZAU+bNo38/HymTZsmnqYHUJTEMzw8nHbt2tG1a9d77tQ1GAzUrFlTjjN78OBBrKysGDZsGK+//rocrF3wdOHj4yPyO5YjFhYWor0fhxCaTCY2bdrEyy+/zMCBA+nRowfffvstixcvZtCgQXK8z4rAqVOnAMyy3d9tLRZlxCgsLGTdunVs3LiRW7duFVsPLBLTrVu3smfPHvFE3QOFQkFSUhJz5sxBkiQWLlxIQUGBmaDdPcj45JNPMBgMpKWl0b9/f4KDg+VBi0DwvL9PrVq1khMQCMpgYFH0H2dnZ5YtW4ZOp5M7G5VKhdFoRJIkXF1dK0SFMzMzuXz5Mg4ODnI807txdXWlT58+TJs2DXt7eywsLDh16hRXrlyhSpUqZsdKkkRwcDA7duzgjz/+EHna7oHRaGTNmjVEREQwY8YMfH19i/lP5ufnm41wX3/9dUaPHi0PWMToVyD4PyH09vYWDfE4hNDJyem56MRjYmKIj4+nW7duDzzO3t4eo9HI4MGDWb16NUajkaysLBQKBaGhofTq1QtLS0tMJhO+vr6MGzeOmTNnMnbsWLy8vMSTdQd5eXlMnTqVBg0aMGjQoP+bjlAqKSwsJDQ0lISEBBQKhWwZ2tra0rt3b06ePCk2xggEgsfKczfMTkhI4MaNG7z44ov/eqzJZCIgIIB33nmHatWqyZ10VFQUv/32G8nJycDtINCjR4/G1taWTz/9tEyjxSgUivuuT/7rzVUqn4qNJUlJSdy8eZNx48bJOSMVCgWxsbH8+uuvxMTEyKHq7pz6/P777xk2bNg9g74LBAKBEMJScvPmTeC2b87D4urqypAhQ2jVqhX5+fnAbaf8q1evyhtt/P39GTZsGHv27GHTpk1lFojg6NGjHD58+L6JaB9khYWHh3Pr1q0n2t6HDh1i9+7ddO7cmX79+gG3d+Sq1WpWr14tr7va2tpibW2NwWCQz7W1tRW5BAUCwZMRwoKCghLH3nxWyMjIADDLZv8wqNVqWrduTWZmJg0aNKBGjRo0atQIpVIpWzEffvghbm5ufPHFFyXKb/gg5s2bx+bNmx866o1CoSAjI4NXX32VP//8k02bNj3R9n777bfRaDRMmDABGxsbdu7cyerVq9FoNBiNRvR6PYGBgYSEhJCTk2M2gDCZTCJYgUAgeDJCOHv27HvmAHzWKSwsJC0tTRa2klLk8P3qq6/y2muvYWlpaZYDUa/X07ZtW9LT04mLiyuTaz5w4AA5OTkkJSX967VpNBqio6MJDAxk27ZtAISGhj6x9p41axbnz59Ho9Hg4+PDr7/+ysGDB2XfTBsbGwYOHEifPn1kn0KxK1QgEAiL8DGi0+lkIXxU7s58npuby44dOwgICECtVrN161Z5Gra0XLlyRQ4EfuzYMbNpw7uxtLRk/fr1BAUFkZmZyZQpU/jggw9ITEwkJibmsbRnkZtJsYdKqeTWrVv88ccfWFhYMHDgQJYvX05aWhomkwkLCwskSWLkyJEEBgYK30CBQPD0CWGtWrVwdnaukBZhUdLhssRkMnHt2jXS09OxsbGhZcuWxMfH89NPP8lrdHdOoT4su3fvlv8fGRl538GJwWDgxIkTzJw5E09PT+bPn8+kSZMIDAwEYNGiRWVe58uXL/P6669z9OhROQhDUT0NBgNLlizh3LlzzJw5E5VKRbVq1ZAkiSpVqtC7d29yc3NLlAxZIBAIyk0Ijxw5QrVq1WjRogXXr1+vsBZhWe6mVCgU1K5dmx49emBvb0+zZs1QKpUsWbKE33//ne3bt5OSklLi6dgiIbSwsODQoUP3tQiTkpKYNm0agYGBrFmzhqFDhwLg5uaGra0ty5cvL9N2jI6OJiQkhL1793LkyBFeffVVeQ0zLS2NtLQ0fvzxR4KCgnjzzTeRJIkXX3yRbt26MWTIEOrXry8PIAQCgeBJYxbJdcyYMSQmJpKRkcH+/fuZPXs2ffv2rTD+hTqdjpSUFDQaTZk7aKtUKlq2bEn9+vWJiIhg27ZtnDt3jujoaLRaLRqNBkdHR9LT0x86OMGuXbuwsrLC29ub2NhY4uPjZSvvTs6fP092djajRo0yy9BuMplwc3MjPj6emJgYs0wPpRX8Gzdu0KdPHy5evMisWbOYM2cO+/fvp2/fvrz11lvo9XrOnDnDtWvXmD17tiz+VapUkcP4CQQCwVNpEZ46dYobN26wbt06eaorMDCQvXv3VpjKFhYWkpGRgbu7+2OLVGJnZ0dQUBA1a9bE1taW06dPYzAY0Ol0JCUlceTIkQeu9RWJakZGBqmpqbi6utK4cWMUCgU7d+685/EbN24EbgcBuHP6Va/X065dOwDWrl37yCKYnp5O8+bNuXjxIgsWLGDw4MG88MILjBkzhqioKP773/9y+vRpjh07RteuXeWyBQKB4JkQwoyMjGKx6/R6fZk6hz9pinzxKleu/NhDdvn4+PD6669z+vRpKlWqhLW1Nba2ttSpU0dOqaJQKNDr9eTl5WE0GuVrUigUREREANCiRQuqVKmCp6cnO3bsKFaOJEmsX78eAGtr62LC36tXLxQKhSyWpZ0SPnfuHKGhoSQmJjJp0iRatWpFaGgofn5+uLq60rVrV3Q6HUuWLMHBwYFRo0bh5OQk3jCBQPDsCGGjRo2Iiopi69at6HQ6Tp06xcKFC+nQoUOFqWxCQgJwO5zc44644ujoSN++fQFISUmhe/fuKJVKM0d+hUJBTEwMS5cuZfv27Zw7d07OiXjo0CEAWrduTbVq1ahataoc1Lvo2pVKJZcvX+b69evUqlWr2JSr0WgkKCgIf39/eXq0NFnd//nnH3r06IG1tTVDhgzBzc2NFStWkJiYCNyegu3Tpw+TJk2ievXqtGnTRq67QCB4eCRJqrA+3M+EEDo7OzN16lQ2bNiApaUln3/+OUOHDqVFixYVSgitrKzKzNn9QRiNRoKDg2nevDkzZ84kPz+/mAhptVrOnz/P9evXOXjwIFu2bMFkMhEWFsbWrVsBaN++Pc7Ozvj7+6PVaouJ2YoVK1Cr1TRt2vSeIqfT6Rg8eDApKSns37//oRJ8FvlHFhQUMH78eF577TWMRiPdunXj3XffNRNAjUZDv3796NevH5MmTWLRokU0bNhQvFkCQSmoVKkSbdu2FUHmn5QQAjRr1oyffvqJY8eOsWrVKkaMGFEqC+Jp5cqVK7i4uJRLAlFJklAqlQwYMACTycT333+PjY1NsePs7OywsLCQY4rC7STJRaK9Z88ecnNz5Ug427dvx9LSUj5/+fLluLu706pVq3uuPep0OoYMGYIkSRw+fLjYaNPCwkK+x5IkcenSJTZv3oyDgwNBQUH88MMPNG/enD179uDq6krt2rVlF5Hhw4eTkpJCYGCg7G5Tu3Zt4RMoEJQSBwcHmjZtWqoZK/HelZ5i5oGVlVUxZ/GKwtWrV3FxcSkXi7CIt99+m2+//ZYNGzbQtWtXs79pNBp69epFjx49iIqK4sSJE1y/fp2MjAy0Wi3Vq1ensLCQ3NxcrK2tUavV7Nixg27duqFQKIiKiuLChQs0a9aM+vXro9VqKSwsRKlUolarMZlM6PV6vL29qVGjBidPnpQtwuzsbNLS0jh48CA7duygffv2cogzjUbDkSNH0Gq1dOvWjdWrV8vXbG9vz+effy47zd+9hixeRoHg0SiNCCoUCmrWrFlsn4CglEJYkYmPj8fNzQ07O7ty67BtbGwYPXo0X3/9NcePH+eNN96QxahoPcDS0pJGjRoRGBjI9OnTcXNzo6CggMaNG2NtbU1+fj79+/fn119/5fDhw+h0OvLy8pgyZYpsVR4+fBgLCwvZX1GpVJKWlkZubi7Ozs689tprfPfdd1StWpW8vDxmzJhBfHw869atw2QyydFdiqxKGxsb+vTpw9ixY7GxsSE3N/f/phH+/7SNED2B4OlAqVT+a2o5gRBC4PbUaEBAQLlMjd7J+PHj2blzJ/Pnz0ehUDBr1iyz6c0itFotarVajsU5btw41Go127ZtIzAwkMDAQI4cOcKJEyfIy8sjNjYWAD8/P/R6PVqt1ixLhUqlIisri8zMTHr27MnXX39NVlYW7u7uXLx4UV6T7Nu3L76+vjg6OsoDhfXr17NkyZIKNTUuEAgEZSqEBoOB06dPc+rUKTp37oyPjw8AFy5cICIiAq1Wi8lkon79+mY7Tw8fPsz58+cJCQnB3t5e/j49PZ2NGzdStWpVunTpIlscRa4EsbGxvPLKK1SqVEk+58aNG2zevBkvLy86d+78wOs1mUzk5uaW+9Qo3J73nz17Nm3btmXevHnExcWxZcuWYgviCoWCzMxMYmJiUCqVNG7cmKSkJHm6Izg4mH379hEZGYmvry8ZGRk4OTnRq1cvrly5Ql5eHiaTCaPRKFtrRclufXx8qFatGkajkW+++Yb169fj6urK77//zqFDh5g4cSJqtRorKyv0ej0HDhwQIigQCJ4Pi7q0J+7evZt+/foxbtw4Tpw4IX+/bds21q1bh1arRavVmm3g+P777xkxYgRRUVEEBATI4c7OnDlD586duXTpEjNnzmT48OFyJ/7ZZ5/x9ttvc/r0aVq2bCnHCo2OjqZbt26cP3+er776imHDhj1w2uDatWvA7d2xT2Ie3dnZmQkTJjB8+HC2bdtGvXr1yM/PLyaGqampXLp0idatWxeLTxocHIzJZOLo0aNcunSJW7duERISQq9evfD396dp06Z8/vnnfPnll0yePBlfX1/69u1L06ZNcXBwoEOHDkRERPD5559TqVIlwsLC6NOnD0ajEXt7e3lt+E4hFQgEAmER3ocuXboQFxdH7969i1mKTZo0YcSIEdjZ2clWRWFhIZMmTeL69eu4urqiUCj473//y59//smiRYsYOnQoH330EUajkfbt2xMZGUmtWrX49ttv0ev1WFhYYDAYmDlzJtOnT2f16tV0796dyZMnA+Dv78/Ro0dp1qxZMStLpVJx6dIlANzd3Z9YJ+/o6MiUKVNQKpUsXLiQGzdu8M4778ixN+F24uCEhAR69epVzKItqltcXByFhYUUFBQwcODAB5ZZVFcbGxtatWrFokWL8Pb2ZsuWLdSrV4/CwkLxFggEAmERPgp3b9m3tbXl3LlzfP3117z33nvs27cPuO0S4OzsLDt9v/TSS3JQ6atXr8oxNA0GAwEBAcTHxxMeHk5QUJC8uaRdu3ZyxJVLly5Rr149udyWLVty8uTJYteXmppKTk6OnB+wcuXKpQ72LEnSIwlHUbl//PEHX3/9Nenp6bz77rtm2RuysrLIz8+nTZs29xS0tm3bcuPGDc6ePYulpSVt27Z96PKDg4MJDg6WLVKBQCAQlIEQ3k2fPn2YNm0ab7/9Nm3atOGrr74iNTWVrKwsHB0d5ePs7e3JyclBkiQkSZItR4VCgVqtprCwkJycHLM1waLdi0W7LTUajfw3a2trOXcf3E4T9PPPP/P333+TkpLC5cuXsba2pnLlyqW2CIucx8uC//73v7Ru3Zr9+/fz6aefFhtY1KpV676WONwOf9e9e/eHcpAvonr16rRr165YKD2BQCAQQliGuLu74+/vj5+fH8HBwdjb23Pt2jW8vLzMcgEmJydTpUoVFAoFFhYWsogZjUby8vKws7PD09NTjmICtzfUuLu7o1AosLW1NdshefPmTbMcitWrV+f999/H398fk8lEXFxciYXwbmvX0tKymC/goxAUFMSAAQP466+/mDlzJhqNBq1WS+3atc02Et1LCAFeeeWVElukBoOhQsWPFQgEgicmhEXTfAaDAa1WS0FBgbwzMycnh/z8fBISEsjIyJCjJVhbW8tTm6tWraJ///4ANGzYkL1795KVlUVaWhqxsbHUjaRcLwAAIABJREFUqVOHTp06kZqaSnR0NACbNm2iR48eADRu3JhDhw6Rk5NDcnIyJ0+e5IUXXpCvT6VSoVQqsbCwQKlUcunSJVkIH2ZqVKPR8MUXXxRvsDIMfWRvb8/UqVNp1KgRH330EevWrePKlSvUr1//vkLo7+8vW4GtWrUST7BAIBA8IqXeLJOWlsZXX31FVlYWa9as4dixY4wbN47Q0FBiY2Oxt7cnKiqKt956i9q1awPw559/MnXqVKpXr47RaGT8+PEAvPHGG4wfP57JkyeTmJjI4MGDCQgIAG5nVx87dix+fn5oNBpGjBgBQL9+/fjss8+YOHEiV65c4aOPPrpvvjulUimHV7uXRahQKMymWYu+8/b2fqyNbzQaqVWrFj///DN9+vSRp10DAwPv6+JhaWlJ586dycvLM7OABQKBQFDOQlipUiWGDx/O6NGjZQvL1dWVkSNHcvXqVQoKChg3bhzu7u7yOS+99BINGjQgLS2N+vXry+uC7u7u/P7771y4cAFHR0ezNay+ffvSokUL0tPTqVevnmwNVa5cmblz5xITE4Ojo6Psx3g3Rb55mZmZsrDdLYQqlYohQ4Y8kRtQWFhI27ZtmT9/viyENWrUuG+YJWtra95//31iY2PN1k8FAoFAUM5CaGVlVcxVoYg6derc9zxPT088PT2Lfa/RaGjQoME9z6latSpVq1a95zlBQUEPvE6lUimnX7pXuUXHPOiay4OQkBDmz5/P999/T6NGjR54rKenJ1lZWY89lZRAIBAIIawAqFQqWQif9t2SgwcPJjU19V9FuWinrUAgEDwIMVh+OCp80qs7LcL7TZ8+LRQJnBA5gUDwyFaOhQVjxoy5Z/o3wXNmESqVSpKSkp4JIRQIBIKyxMXFRTSCsAhvC2FycrIQQoFAIBAIIRRCKBAIBILnTggVCgXZ2dnl4hcoEAgEAiGETy3C5+7pH7DcHdRAIBAIhBCWITVq1BB3+ynGysqKkJAQkQxYIBCUOxbPS0WFED7dqFQqatasKRpCIBAIi1AIoUAgEAiEED4G7heQ+1mgtImEBQKBQCCE8Jm3CG1sbPD39xehkgQCgUAI4aPxrK4/OTs707lz5zLNgygQCASC51AIq1Sp8kxet0KhkFNPCQQCgUAIYYkxmUw4ODgIi0ogEAgEz6cQGo1GEVpNIBAIBPelws+5mUymxyqEkiSh0+meeD0NBsNzYfWaTCb0er14cwUCgRDCknSc98puX1bY29szYsSIJ17PRo0aoVAoKvzuUj8/P1xcXMQuWoFAIITwYTEajY/VdcLS0pLmzZs/8Xo+TrF/UigUimJWrrOzM87OzuLNFQgEZUaFn0szGAw0atRI3OnHgEqlwt3d/bH9voeHB4MHDxbxRwUCgRDCR7UqDAaDuNMl5GGi2Tg4ODB27NjHdg0WFhY4OjqKmyEQCIQQCsp/8FC5cuWHOs7Ozk40mEAgEEIoKB1Go/GpvC6NRsMXX3whbpBAIBBCKChbJEky+/zpp5+iVqufymt9Wq9LIBAIyhoRu+sxcK9s60qlsth3np6eorEEAoFAWIQVDycnJ15//XWz7zw8POjdu7donP/P0xCEQCAQCIQQPiY0Gk2xbBc2NjbPRag3SZIoLCz81+OGDx8ugokLBIKngkfqiUwmE5IkoVQq7xnpw2g0FnOKvt85kiTJW/bv9hsrzTmCJ4ObmxsffPDBvx7XpEkT0VgCgeDZFsKkpCSWLl1KVFQUY8eOpWnTpmZ/z8nJ4cMPPyQ4OJiBAwcCkJGRwbJly0hMTCQoKIj+/fujVqsxmUzs2LGDAwcOoFar6d27Nw0aNJDPWbx4MSkpKTRq1Ii+fftiaWmJ0Whk165d7N+/H5VKRUhICPXr1xd39AmjVqupVq2aaAiBQPDMUOqp0ezsbJRKJZGRkSQkJBT7+0cffcSpU6eIjIyUvxs/fjwnTpygR48ezJkzh7///huA3bt38+2339KiRQu8vb157733uHr1KgBvvfUW58+fp1u3bvzyyy+EhoYCcPDgQaZPn07Tpk2pXr06gwcPJjk5WdxRgUAgEJSPRRgQEEBAQADh4eHF4kEuXboUhULB0KFDuXz5MgAFBQWsXLmSa9eu4ezszOTJk3nnnXcYOXIkmzdvJiQkhB49emAwGNi3bx/79++nS5cubNq0SY4M8/777zNnzhwGDRrEjh076NSpk7wBZfv27WzatImRI0eaV1CsQz1xtFptMdcRgUDw7PO0+kKXm0VYxN2huFJTU5k3bx6zZ882S5dz+fJlJEmSAybXqVNHtiTT0tLw9vaWj61cuTLp6elcvHjRLJZlrVq1uHTpklzOne4Hvr6+shUJEB0dzaeffsqBAwfE+uET5pNPPinmOiIQCJ59atWqVSHSv5W5uTRp0iTGjBmDTqejoKBA3iZ/d2PdaSEoFAqzz5IkySmF7hTaou+Lzrn79+78rm7dunz33XckJiZWmFFLSbmXFfYkLLO6deuKHkMgqICMHz++QtTjkYVQqVTK048pKSnodDrCw8M5fPgwJ06cICMjg/DwcFq0aIFSqSQtLY3KlStz+vRpatWqBdx2LL9y5Yr8e8nJyTRu3Ji6deuSmpqK0WhEpVIRHR1NnTp1gNtph+60AGNiYujZs6d4Mu/A0tLSzBpWKBT4+fkVs5BFUHKBQPA8U2ohzM7OZufOnVy+fJldu3ah1+tp164dU6ZMISsrC4AFCxaQmJhIo0aNsLKyYvTo0bz55pu89dZbfP7550ydOhWAV155hU8++QQXFxdSU1OJj4+nQ4cOVKpUiWHDhhESEsKQIUOYMWOGfE7Xrl35+OOP8fHxIS0tjfj4eOGwfhcdOnTA1tZW/qxSqRgwYACWlpZm3wUHBz/U7z2vlrVAIBBCeE+0Wi0RERF07twZlUrFqVOneOGFF8ycxnv16sWtW7dwcHAAYMqUKaxfv57jx48ze/ZsOnToAMALL7zAL7/8QlhYGLa2tixfvlxeG/zll19Ys2YNJ06cYMaMGbRr1w6AZs2aMXPmTLZu3Yq1tTUbN27Eycnpmb8hZTl1ea8Qbnev1alUKl5++eWHsvyFW4RAIBBCeAeVK1dmxowZDzzmbkvDzs6uWOixIpo0aXJPJ2tbW1uGDh1a7HuFQkHTpk2L+S8+0zfDwoJatWrdMzjB4+RhNhPZ2NiIjBQCgUAIoeDxYmVldd+BgkAgEAgeD89lrNHCwsKHysAuEAgEAiGEFZKuXbs+VAZ2gUAgEFR8nsup0caNG5f7OpxAIBAIhEX4RChyzL/7u2cdEbJMIBAIhBA+FAEBAXh4eFSoOjk4OODp6SmsWoFAICgDKvzUaK1atczilVYEfH198fHxEUIoEAgEQgj/HaPRWOF2iKpUKhFIXCAQCMoIpWgCgUAgEAghFAgEAoFACKFAIBAIBEIIBQKBQCAQQigQCAQCgRBCgUAgEAiEEAoEAoFAIITwmUc4ngsEAoHoa4VFKBAIBALBPajwkWWuXLnCwYMHcXR0LJfy1Go1YWFhdOnSpdwCYysUCmJjY7G3ty+3cHJqtZqtW7fSsWPHch0FJiUlodPp8PPzK5f2VavV7Nq1i9atW2NhUX6vy61bt0hMTKRBgwYYjcbH3xFYWHDw4EHq16+PjY1NudUzPz+fs2fP0rp1awwGw2MvT6VScfr0aapWrYqTk1O51dNgMHDw4EE6deqEXq8vlz4hLi4OjUZDlSpVyrWelpaWQgifNvz9/Xn33XepVKlSuZWpUqmYOHFiudbzwIEDeHp6UqNGjXIrU6PRMGHChHKt54ULF8jKyqJFixblVqazszPvv/9+udYzLS2No0eP0r1793Irc/HixQwYMACNRlNuZep0OlatWsXQoUPLrczNmzfTrFmzcs9JOmfOnHJ9jiIjI3F0dCQgIKBc6zl16tRnTidUkydPnlyRhdDOzg4HBwfUanW5lVmpUqVyD/RtaWmJo6MjVlZW5VrP8u5MVCoVDg4O2NralluZDg4OuLi4lPv6h4ODQ7nNZBS9K46OjuUax9ZkMuHo6Iizs3O5lWltbY2jo2O5Wi5F9XRzcyvXPsHBwQFra+tyfW5dXFyeucTnCkkkthMIBALBc0yFtQglSeLQoUMsW7YMZ2fnxzYSu3TpEmvXrmX79u3o9XqqVauGUnl7D1JsbCx//fUXGRkZ+Pv7l2m5Fy5cYPHixURFReHl5YWdnR0AYWFh/O9//8Pa2hpPT88yK89gMLB48WL27NmDu7u7vL5S1u2cmprK5s2bWb9+PfXq1ZPXq1JSUli5ciU7d+7Ezs7OLMdkXl4eq1atIjw8HH9//xJbxRkZGWzZsoUtW7bg4+ODg4MDJpOJiIgI/vzzTw4cOMC+ffvQaDR4eXnJ7fHnn39y7NgxqlevXuJ1tZs3b7J161ZCQ0OpXbs29vb28t/27dvHsmXLSEpKws/PT57N0Ol0rF+/nq1bt1KzZs0SW8U3btxg9erVbNu2DSsrKzmnpVarZc+ePaxYsQJ3d3dcXV3Nzvvnn3/Ytm0bbm5uJbbcMjIyCA0NJSwsDIVCQbVq1cz+XlhYyC+//IJCoZDb1mg0snv3bkJDQ6lSpUqJ1/IyMzNZs2YNYWFhmEwmqlWrhkKhYPv27SxatEi+nwcOHMDLy0v+/Q0bNrBhwwYcHBxKPKOTlpbG2rVr2bx5M2lpadStW1f+W3JyMgsWLCAuLo6AgADZ4pYkiZ07d7JmzZpS1TM5OZkNGzYQFhZGSkoKvr6+qNVqsrKy2LBhAxs3biQhIYG6devKfdKdfYStrW2Jc7VmZmbyv//9j02bNnH9+nXq169vNlMSFhbGmjVruHnzJtWqVZOf3aNHj7JkyRLs7Oxwd3d/6naXVthdo3/++SdvvvkmGo2Gjh07sm3btsdSztKlS0lOTsbOzo5x48YxZcoUAI4fP06fPn0wGo388MMPvPHGG2Um8MuXL2f48OEoFArS09PZt28fAB988AE//fQT1tbWjB49mtWrV5dJmXl5eTRr1owDBw6g1+sZNGgQkZGRZd7OJpOJGTNmsHbtWiZOnEhqaqr8t5dffpn4+HgUCgV9+/Zl5cqVAGRnZzN8+HD27t1LRkYGderU4fr16yUq95tvvmH27NksWrSIhIQE+Vp27NjBhQsX8PHxoWrVqvJgo7CwkMDAQE6cOMHFixfp378/ycnJJarnokWL+Pvvv5k0aZLZ9X722WeMGjUKJycnVq5cybBhwygoKKCwsJBx48axdOlS8vPzqV27NrGxsSWqZ+fOnTl//jxqtZqBAweycOFCAA4fPsyXX37Jjz/+yNmzZ83O6dmzJytXrqSwsJDXXnuNI0eOPHR5Wq2WSZMmERkZiYODAyNHjmTs2LFmxyxevJixY8dy4MAB+bsff/yRL774ApVKRePGjYmIiChRPUNCQjh27Bg2NjaMGzeOb775BkmScHR0xMvLC29vb4xGIxMnTpSFfcSIEfz2229YWlryxhtvsHHjxhKVeeTIEU6dOoWrqyt//PEHzZs3ByAqKoo2bdqg1+vZtWsXgwYNIi8vD4ApU6bw3//+F4AWLVpw6tSpEpW5ZcsWYmJicHR0ZPny5QwZMoSCggKOHz/O/v37cXJy4n//+x8NGjSQz/nPf/7DnDlzsLGxYdiwYfJ79LCcOnWKgwcP4uLiwurVq6lTp448SOvfvz9LlizB2dmZs2fPcvXqVQAWLlxI//79sbKyom/fvoSFhT2VllOFxN3dXTp58qQkSZK0fv16qWbNmmVehslkMvu8bNkyqV27dpIkSdKYMWOk6dOny39zcHCQLl68+MhlZmVlSR06dJDCw8OlS5cuSTqdTpIkSbpw4YLUqFEjKScnR5IkSdq0aZM0YMAA+fOjsHz5cqlDhw7y5x9//FH6+OOPH2s7Ozk5SdHR0ZIkSZLRaDT72x9//CG9+uqrkiRJ0uHDh6VOnTpJBQUFkiRJ0qeffiq9++67Jb6Her1eGjp0qLR//37581dffSVNmjRJunz5stk1/PLLL1K3bt3kz6+++qr0zz//lKqeVatWlY4ePSp/rlOnjvTXX39JkiRJZ86ckTp06CBlZ2dLV69elerXry9lZmZKkiRJ06ZNk/r27Vvq9l25cqX00ksvmX3Xq1cvae3atfLnvXv3Sg0bNpQ/T58+XZowYYKk1+tLVeb169cle3t7uS2joqKkNm3aSBMmTJDflcLCQsnHx0eKjY2VJEmSlixZIjVo0KDU9QwPD5c6d+5c7D0YP368NHToUEmSJOnkyZNSixYt5Gdo9erV0pAhQ6T8/PxSlXnjxg0JkPLy8qTRo0dLP//8syRJkpSbmyv17NlTCg8Pl3Q6nWRlZSXduHFDkiRJmjVrltS5c+dS9z1nzpyR2rRpI125csXs+8zMTAmQbt68KV28eFHq2LGjlJSUJLdNly5dSl3PvLw8CZDS09OlJUuWSKNHj5auXr0q37s7+76oqChJkiRpw4YNZs/U00KFtAhv3LjBzZs35ZFQq1atuHTpUpmXU2TeL1y4kDZt2jBr1iw+//xzAGJiYqhXr558bKNGjTh+/HiZ1O3gwYMsW7aM+fPn07VrV44ePUpSUhLVq1eXr8nDw4OCggJycnIefdpAqTTb8q1QKIiKiiIhIeGxtfOdS9d3TuvA7R2yRSPumJgY3N3d5enQF154gTNnzpT4HmZnZxdzU3B0dOT8+fPMnj2b9u3bc/ToUQBOnjzJiy++KB/n7+9PVFTUI9cTYMGCBSxYsIDOnTszatQo3n33Xezt7blw4YK8mQWgffv2nDx5stTtu2/fPpo2bVps+vtOoqOjadSokfy5Zs2aXLt2rcTb/4vquGjRIpo0aYJSqcRkMjFq1CgWLFiAWq2Wj7l27RparZaaNWsC8OKLL3LhwoVS1/PQoUPUrFnTbGNMXl4ey5cv57PPPgMgISEBX19f+Rq8vLzIzc0t8buzadMm2rdvT4cOHZg/fz5WVlZcvnyZZs2aAbddVFxcXEhPT+f06dNYWVnJ09Bt27bl8OHDJX5uN27cSKdOnXjzzTcZNGgQVatWld+LNm3a0KZNG7777jucnJxITU3FyclJnq6sWrUqkiSRlpZWonoeO3aMF198kebNm/PDDz/g4uJCdHQ0x44d48cff2TWrFm88cYb3Lx5k6SkJLKzswkMDASgcePGREdHP3WaUSGFMD8/H5VKJT8sRdvBCwsLH0t5ISEhLFu2jKZNm8oPs16vN3v5rKys0Ol0ZVI3hUJBSEgI33zzDcOHD2f06NFIkmTm51a0DmEymR65zN69e5Ofn8+rr77KZ599xpw5c7Cysir3di6aSktOTpanmgsKCsx2BGs0mjLx07KwsGDkyJH88ccffPvtt7z99ttymYWFhWb31tLSssx8ww4dOkTVqlX5/fff6devH8uXL0en01FQUGB2f62srEpdZmhoKOfPn+edd9554HF6vd6sbS0sLDAajSX231QoFKxYsYLffvuNf/75B4Bx48bx3nvvERAQgMlkkuuWn59vVk+NRoMkSaV6jiMiIlizZg0ffPCB2f1at24d9evXp3bt2vIA4M6dskqlEkmSSlzPjh07smrVKkaMGMGSJUswGo0YDAb5vVAqlSiVSoxGIwUFBWbXpNFo0Gq1Ja5jx44dWbRoEUOHDuXo0aPk5+cD4Ofnx+rVqxk7diyhoaHy2qtCoTAbWBZdT0kIDAzkn3/+YezYsSxbtgxJkigoKMDBwYHPPvuMKVOmIEkSq1atKtbnWVpalotfrBBCwNvbG0mSuHHjhjzis7a2fmzbpR0cHPDx8eGDDz7g77//BsDd3Z2UlBT5mGvXrsmbAR4Fd3d3qlSpQq1atVCr1QQHB5OUlIQkSWRnZ8sdRk5ODmq1ukx8wqysrDh+/DiDBg2iYcOGfPzxx9SoUUMeRZdXO2/fvp0ZM2Ywf/58eXt2tWrVuHXrllzvhISEEm8AuNdIG25vsy/aft6vXz+SkpIoKCjA29tbXv+A2xt8yqJMo9HId999x8yZM/Hz82PEiBGcO3eOW7duUb16dXJzc+VOJC4urlSbofbt28eUKVOYN2/evzpau7u7m63T3rx5s1TuFevXr2fKlCkcP34cNzc3EhISOHnyJMeOHeOTTz5h586dhIaGEhkZiY+PD4WFhWRlZQG3A2LY29sXmxX4N6KiohgyZAhz586V17HuvJ5BgwbJ7e7k5ERWVpbctqV9d2xsbHB3d+fDDz8kJSWFQ4cO4eHhIT8rhYWF5Ofn4+DggK+vL9nZ2fK58fHx+Pr6lvh+2tra4uXlxcCBA0lISJDXm9VqNZ6enrz11lukpaWxfft2nJ2dKSwslMWpoKAAo9Eor30/LBqNBg8PD0aMGEFeXh7btm3Dw8ODoKAgXFxccHZ2JjAwkPj4eDw9PVEqlfL9TExMxMXFRQhhuVRKqaRXr17MmTOH1NRUZs6cyciRIx9LWYcOHeLy5cskJCSwceNGeVdc165d2bRpEwkJCWzYsIH8/Hzat2//yOXZ2dnRrFkztm/fTmJiIr///jtBQUF07NgRrVbL9u3biYuLIywsDH9//zKLnhEdHU3Lli2pW7cuBw4cIDg4GCsrqzJv5/T0dFJTUyksLCQ+Pl6etlm5ciUDBw5k5syZWFlZyYOM+vXrk5+fz44dO7h8+TJLly7ltddeK1GZmZmZXLp0iczMTK5evUpCQgImk4moqChiY2OJj49n+vTpBAUFYW1tTZ8+fQgLCyM6OpojR44QHR1Nhw4dSlRmVlYWaWlpaLVaEhISSE5ORqVS4eXlxYoVK7h27Rp79uzB0tISS0tLatSogbOzM2vWrOHatWv8+uuvvPXWWyUqc8OGDfTp04dvv/0WJycnkpKS5A46MTGR7OxskpKSuHLlCgaDgfbt2xMbG8v+/fu5ePEiO3fupHXr1g890JEkic2bNzNhwgR++eUXtFotSUlJODk5MXHiRBo3bkxgYCAuLi54eHjg7OyMvb09rVu35q+//iI5OZkZM2YwevToEtVz9+7dtGvXjm+++QZfX18SExPlgdLZs2dJTU01excbNWpEZmYme/fu5fLly2zevJmgoKAS+XCeO3eOCxcukJCQwK5du+QNTcHBwSxbtozY2FgiIiLIysqiRo0aeHt707BhQ+bOnUtKSgrz5s1j1KhRJarnmTNniImJIT4+nj179qDX63F0dOTcuXNER0dz9epVIiIiyMvLw9fXV1462bt3L3FxcaxatYq6deuWyOcvOjqa6OhoEhISiIiI4ObNm9SoUYOWLVty6dIlzpw5Q3R0NBEREdSrVw8rKyu6d+/O999/T2pqKr/99huDBw9+6jSjwvoRXrt2jenTp8tTO1OmTHkszskTJ07EaDTKI60RI0bQsGFDcnNzmTlzJhkZGWRnZ/P222/L61qPyqlTp1i0aBEqlYq8vDzGjx+Pr68vx48f548//sDe3h6VSsWHH374SJbKnfzwww+kp6djMBho2LAhAwcOxMLCoszbef369ezatYuoqCj8/Pxo1qwZw4YN49VXX8XZ2ZkaNWqQn5+Pj48P77//PiaTiU2bNrFz50553ePTTz8tUZl79uxh6dKl3LhxAycnJ3x9ffnyyy/56aefSE5Olqd+iixhgL/++ovIyEgsLS1p3Lgxr7/+eomCNhw4cIBVq1Zx7tw5qlevjr+/Px988AHR0dHMmTMHFxcXsrOz6dq1K3369EGpVLJv3z5Wr16NUqnEycmJyZMnl2gbes+ePbG2tqZOnTrk5eXh4eHBJ598QkpKCl999RUJCQk4Ozvj7u7Oxx9/jKenJ9u3byc0NBR7e3vc3NwYM2aMmavHg9DpdHzxxRdcuXKFmjVrYjKZcHJy4r333jOzQv7880/s7OwYMGCA3NnOnTsXtVqNhYUFU6dOLZFT+LBhw8jJySEoKIi8vDycnZ356KOP0Gg07N69m4iICP7zn/+YudkcPHhQ3t6v0WgYO3ZsMTeSB7Fw4UKio6NRqVRkZGTQu3dvevbsiU6n48cff+TmzZsYDAY6d+5Mz5495Xr+/PPPaDQabG1tmTx5coms0N9++424uDgkSSI/P5+XX36Z7t27s2zZMk6ePIlKpeLmzZt06tRJHhweO3aMxYsXo9FoUCgUfPzxxyVyFVm+fDnHjx/HwsKCjIwMunTpQv/+/TGZTCxcuJDz588jSRIeHh6MGTMGW1tbkpKSmDp1qlzmxIkTnzqrsEI71Gu1WjIzM3FxcXlskWV0Oh1ZWVmYTCYqVapk9nIZDAYyMjKwsbF56M7jYcnNzSU3NxcnJyezlycnJ4e8vLxi3z8qeXl55OTkoNFoilmZZdnOOTk55ObmyhsqNBoNlSpVIiMjA6PRKI/sLS0tzTqqW7duodfrSxXRIi8vj6ysLFQqFSaTCZVKReXKldFqtfKUjrOzc7G6ZWRkIElSqaLO5Ofnk5mZKZepVqtxcnJCpVKRn59PVlYW1tbWxUIDZmVlodVqSxW56MaNG5hMJnkK0MLCgsqVK2MwGEhLS0OlUsnrYq6urvJaXWZmJjqdDhcXlxLFW5UkST63aM3NwsICV1dXs6nO3NxcFAqFmV9k0fPm5uZW4qnYjIwMDAaDXM+i+6lQKMjLy0OSpHtOB2ZnZ5Ofn4+zs3OJp/cNBgOZmZno9Xrs7e3Nfr9oQ4qlpWWxd+dR6qnX68nKykKv12NnZyf3MSaTiVu3blFYWIitrS0ODg7F3rHS9hFGo5HMzMz7/nZ6ejomk6nYPdbpdNy6datUbSuEUCAQCASCx4xIwyQQCAQCIYQCgUAgEAghFAgETwSTycTSpUtZu3ataAyB4AlgIZpAIHjyQnj27NlyTbkkEAiERSgQPFUoFIpiO08jIyNp0qQJlSpVok6dOnJwdYFAIIRQIKjwGAwGFi1axIgRI8jMzOT8+fPlnmlcIBBCKBAInhgSN+N2AAAA80lEQVQWFhZ06dKFiIgIRo4cyV9//VWuWdwFgufqfRNNIBA8nbzyyis0adKElJQU5s6dS2xsLN98841oGIFAWIQCQcVDoVCg1+sxGAxotVqys7M5dOgQVlZWNGvWDFdXV7MA2AKBQAihQFChRNDb25u5c+dSrVo1/Pz8aNWqFatWreLll1/Gz8+PjIwMZs2aJRpLIHgc76AIsSYQCAQCYREKBAKBQCCEUCAQCAQCIYQCgUAgEAghFAgEAoFACKFAIBAIBEIIBQKBQCAQQigQCAQCgRBCgUAgEAiEEAoEAoFAIIRQIBAIBAIhhAKBQCAQVAj+H0gtrtX0+4ETAAAAAElFTkSuQmCC" alt="" /></strong></p> <p><em>Fig. 1. Seasonal variability of the latitudinally-averaged, SZA and solar activity corrected peak electron density</em></p> <p><img src="data:image/png;base64, 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" alt="" /></p> <p><em>Fig. 2. Seasonal variability of the latitudinally-averaged, SZA corrected peak altitude</em></p> <p><strong>References</strong></p> <p>Girazian, Z., et al., Variations in the Ionospheric Peak Altitude at Mars in Response to Dust Storms: 13 Years of Observations From the Mars Express Radar Sounder. Journal of Geophysical Research (Planets), 125 (5), e06092. doi: 10.1029/2019JE006092, 2020</p> <p>Morgan, D. D., et al., Variation of the Martian ionospheric electron density from Mars Express radar soundings. Journal of Geophysical Research (Space Physics), 113 , 9303. doi: 10.1029/2008JA013313, 2008</p> <p>&#160;</p> <p>N&#283;mec, F., et al., Dayside ionosphere of Mars: Empirical model based on data from the MARSIS&#160;instrument. Journal of Geophysical Research (Planets), 116 (E7), E07003. doi:10.1029/2010JE003789, 2011</p> <p>&#160;</p> <p>S&#225;nchez-Cano, B., et al., Spatial, Seasonal, and Solar Cycle Variations of the Martian Total Electron Content (TEC): Is the TEC a Good Tracer for Atmospheric Cycles? Journal of Geophysical Research (Planets), 123 (7), 1746-1759. doi: 10.1029/2018JE005626, 2018JE005626, 2018</p> <p>&#160;</p> <p>Withers, P.. A review of observed variability in the dayside ionosphere of Mars. Advances in Space Research, 44 , 277-307. doi: 10.1016/j.asr.2009.04.027, 2009</p> <p>&#160;</p> <p><strong>Acknowledgements</strong></p> <p>F.G.-G. is funded by the Spanish Ministerio de Ciencia, Innovaci&#243;n y Universidades, the Agencia Estatal de Investigaci&#243;n and EC FEDER funds under project RTI2018-100920-J-I00, and acknowledges financial support from the State Agency for Research of the Spanish MCIU through the Center of Excellence Severo Ochoa award to the Instituto de Astrof&#237;sica de Andaluc&#237;a (SEV-2017-0709). F. N&#283;mec was supported by MSMT Grant LTAUSA17070</p>
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