Väga huvitav teema! Räägime siis sellest, kuidas lisada väljapääsupunktidele kaalusid, lähtudes nende kaugusest ühest gravitatsioonipunktist (nt suuremast linnast). Alustame mõistetest ja liigume edasi matemaatilise mudelini. --- ### 🧭 Mõisted - **Gravitatsioonipunkt** – see võib olla näiteks suurem linn, tõmbekeskus või muu oluline sihtkoht, mille ümber teised punktid (nt väljapääsud) "kaalutakse". Kui see mõiste tundub liiga füüsikaline, võib kasutada ka mõisteid nagu **tõmbekeskus**, **mõjuallikas** või **sõlmpunkt**. - **Väljapääsupunktid** – punktid, millele soovime määrata kaalu, sõltuvalt nende kaugusest gravitatsioonipunktist. --- ### 📐 Matemaatiline taust Oletame, et meil on: - Gravitatsioonipunkt $G = (x_g, y_g)$ - Väljapääsupunkt $P_i = (x_i, y_i)$ #### 1. **Eukleidiline kaugus**: Kaugus $d_i$ väljapääsupunktist $P_i$ gravitatsioonipunktini $G$ on: $d_i = \sqrt{(x_i - x_g)^2 + (y_i - y_g)^2}$ #### 2. **Kaalufunktsioon** Kaal $w_i$ väljapääsupunktile $P_i$ võiks olla pöördvõrdeline kaugusega. Näiteks: - **Lihtne pöördvõrdeline**: $w_i = \frac{1}{d_i}$ - **Ruutpöördvõrdeline** (sarnane füüsikalisele gravitatsioonile): $w_i = \frac{1}{d_i^2}$ - **Eksponentsiaalne mõju** (kui soovid kaugemaid punkte veelgi vähem mõjutada): $w_i = e^{-\lambda d_i}$ kus $\lambda$ on hajumistegur (nt 0.1–1.0) --- ### 🧠 Kaalude tõlgendamine - **Suurem kaal** tähendab, et väljapääsupunkt on **lähemal** gravitatsioonipunktile ja seega **olulisem** või **atraktiivsem**. - **Väiksem kaal** tähendab kaugemat ja vähem mõjukat väljapääsu. --- Kas soovid, et teeksin ka väikese näite arvutusega või visualiseeriksin, kuidas need kaalud jaotuvad kaardil? Samuti võime edasi liikuda mitme gravitatsioonipunkti juhtumile. Siin on näide kolme väljapääsupunkti kaalude arvutamisest, lähtudes nende kaugusest ühest gravitatsioonipunktist (kasutades ruutpöördvõrdelist mudelit): - **Gravitatsioonipunkt**: asub koordinaatidel (0, 0) - **Väljapääsupunktid**: - **Exit A**: (1, 2) - **Exit B**: (4, 3) - **Exit C**: (-2, -1) Kaalud arvutati valemiga: $$w_i = \frac{1}{d_i^2}$$ kus $d_i$ on kaugus gravitatsioonipunktist. ### 📊 Visualiseerimine Siin on punktide asukohad ja nende kaalud: ![Exit Points and Gravitational Weights](data:image/png;base64,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- **Exit A**: lähedal gravitatsioonipunktile → suurem kaal - **Exit B**: kaugemal → väiksem kaal - **Exit C**: keskmine kaugus → keskmine kaal Kas soovid ka täpsed numbrilised väärtused kaalude kohta või soovid edasi liikuda mitme gravitatsioonipunkti mudeli juurde? Siin on väljapääsupunktide kaalud, kui kasutame **reaalseid kaugusi kilomeetrites** gravitatsioonipunktist ja rakendame **ruutpöördvõrdelist mudelit**: - **Exit A**: 2.2 km → kaal ≈ 0.206 - **Exit B**: 5.8 km → kaal ≈ 0.030 - **Exit C**: 3.6 km → kaal ≈ 0.077 Visualiseeritud tulemused: ![Väljapääsupunktide kaalud gravitatsioonipunkti suhtes](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAnQAAAHVCAYAAAB4wWYZAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjkuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8hTgPZAAAACXBIWXMAAA9hAAAPYQGoP6dpAAB5RElEQVR4nO3dd1gU1/s28HuBBaQjIKAgliiKBRWjokGxgMFesAc1X9AQjFGJscZuNBqj2I2xJ4D6izWJBSyoidjFriGJiAVEbIgoIJ73D14Wh11gaa6L9+e69gpz5sw5Z56dXZ+cKSsTQggQERERkdbS0fQAiIiIiKhkmNARERERaTkmdERERERajgkdERERkZZjQkdERESk5ZjQEREREWk5JnREREREWo4JHREREZGWY0JHREREpOWY0L2DAgMDMX78eE0Pg4iIiLSEjD/9VTY8PT0RHR0NuVyuKDM0NERycnKR2omLi0P16tXx+PFjWFhYFFj3+fPnsLe3R926dXHy5MniDJuIiIi0EGfoytC8efOQmpqqeBU1mSuqrVu3QldXF6dPn8bly5fLtC8iIiJ6dzCh04Bz587BwsJCkXQ9fvwYjo6O2LRpEwBg6NChGD16NACgWbNmAAAHBweYmJggNDQ033bXrl2LTz/9FK1bt8batWvLdieIiIjoncGETgOaNGmCqVOnon///njx4gX8/f3RunVrDB48WKnuqVOnAAB37txBamoqBg0apLLNGzdu4K+//sLQoUMxZMgQ/Pzzz8jIyCjT/SAiIqJ3AxO6MjRx4kRYWFgoXl5eXop1Y8aMgaOjI1q0aIELFy5g5cqVJepr7dq1aNSoERo2bAhfX1+8ePECu3btKukuEBERkRZgQleG5s6diydPnihekZGRinUymQyBgYG4ePEigoKCYGZmVux+Xr16hU2bNmHIkCEAAFNTU/Ts2ZOnXYmIiN4TTOg05PHjxxg5ciSGDx+OOXPmID4+XmU9HZ3C36Lff/8d9+/fx6xZs2BnZwc7Ozvs3r0bkZGR+bZLRERE5QcTOg0ZNmwYPDw88OOPP+LTTz/FoEGDkJWVpVTPxsYGOjo6+Pfff/Nta+3atejWrRuuXLmCmJgYxMTE4O+//8YHH3yADRs2lOFeEBER0buACV0ZGj9+PExMTCSvhw8f4scff8S5c+cU183NnTsXL1++xOzZs5XaqFChAqZNmwYfHx9YWFggLCxMsv7evXvYu3cvgoODFbNzOa+RI0di/fr14KMGiYiIyjc+WJiIiIhIy3GGjoiIiEjLMaEjIiIi0nJM6IiIiIi0HBM6IiIiIi3HhE6LVKtWDTt37tT0MIiIiOgdw4SulKSnp2PYsGGoXr06TE1NUadOHaxbt67U6hMRERHlR0/TAygvXr16BXt7exw4cAA1atTAyZMn4ePjAwcHB3h7e5e4PhEREVF+OENXSoyNjTFz5kzUrFkTMpkMLVq0QNu2bfHnn3+WSv287t+/jyZNmmDcuHEAgKFDhyIgIAC+vr4wMTFBvXr1cPnyZaxatQoODg6wsbHBihUrSm1/iYiI6N3BhK6MvHz5EqdOnULDhg1Lvf4///yDjz76CH5+fpg/f76ifOvWrRg1ahSePHmCpk2bolu3boiNjcV///2HsLAwjBkzBvfv3y/2PhEREdG7iQldGRBCICAgALVq1UKvXr1Ktf7Zs2fh6emJGTNmYMyYMZJ1nTp1goeHB/T09NCvXz/cunULs2bNgr6+Pry8vGBubo5Lly6VaN+IiIjo3cNr6EqZEAKff/45bty4gQMHDkBHp+Ccuaj1f/rpJzg7O6Nv375K6+zs7BR/GxkZwdTUFEZGRpKy1NTUIu4RERERves4Q1eKhBAYMWIETp06hYiICJibm5dqfQAICQlBhQoV0KdPH2RmZqqs07NnT3Ts2BEF/UzvoEGDIJfLcf/+fUyfPh0ymQzJycmIioqCTCbDr7/+qrSNTCbD9OnTFcs5daOiogodd0lVq1YNXbp0AZB9vaCJiYnKem+u27BhA2QyGc6cOVPm49MUdfdxz549kvfuTdWqVcPQoUML7au03++CjrWyFBcXB5lMhg0bNpRqu3k/H9pk6NChqFatmqRszpw5JXpMUlpaGqZPn17s40XVmDSlrI6ZknjzOzE/Bb0HOd8dcXFxZTNAFYrymQ8LC0NISEjZD6ocYUJXir744gv89ddfiIyMhKWlZanXBwBDQ0Ps2rUL6enp6N27NzIyMpTq+Pv7IyMjQ+U6AHj69Cl27NiBLl26wNbWFgEBAYiOjoaFhQWaNGmC6OhotGvXrtCx5NRt0qSJWmMviR07duCHH34AAEyZMgWHDx9WWe/NdZ07d0Z0dDTq1q1b5uN71+3ZswczZsxQuW7Hjh2YMmXKWx4RvUumTJmCHTt2SMpKI6GbMWNGsRM6VWPSFHt7e0RHR6Nz586aHkqRFPQe5Hw/2tvbv/2BqYEJXdHxlGspuXXrFlasWAEDAwM4OTkpyj/55BOsWrUKABAYGAgAWLVqlVr182NgYICdO3eid+/e6NmzJ7Zv3y5Z7+PjA2trazx+/Fjl9uHh4Xjx4gX8/f0BAA4ODnBwcAAAmJmZoUWLFmrtc1HqllTjxo0Vf9esWRM1a9ZUWe/NdTY2NrCxsXkr49Nmb8aW3m1paWmSyyhKS36fJ016l8ZkYGDw1r7r3hZ+P5ZDgsqliRMnCgDi4sWLSuuaNWsm7O3txatXr0RiYqIIDAwUderUEUZGRsLIyEi0bNlS/PHHH0rbARDTpk1TLB8+fFgAEIcPH1aUnT59WvTr1084OTkJQ0ND4eTkJPr37y/i4uIkba1fv14AEBEREWLo0KHC0tJSGBkZiS5duoh///1XUnffvn2ia9euokqVKkJfX19UqlRJfPLJJ+Lu3buSejdu3BBDhgwRNWvWFIaGhsLMzEx4eXmJ6OhoSb2srCwxa9YsUbt2bWFoaCjMzc1FgwYNREhIiKLOkCFDhJOTk1IMpk2bJvJ+bACIESNGiFWrVolatWoJfX19UbduXREeHl7otm/G4ubNm4oyJycn0blzZ7F3717RuHFjYWhoKJydncXatWtVbnv69GlF2b1790STJk3EBx98IP7++28xZMgQAUDpldOfk5OTGDJkiKTda9euiY4dO4oKFSoIKysr8dlnn4ndu3crvd9CCBEZGSnatWsnTE1NRYUKFUTLli3FgQMHlPYzr5zj5//+7/8UZU+fPhXe3t6iUqVK4uTJk0IIISIiIkS3bt1ElSpVhIGBgahZs6YYPny4ePDggaS92NhYMXToUPHBBx+IChUqiMqVK4suXboofQZu3rwpAIj169cryoryfj99+lQEBASIihUrCmNjY9GxY0dx48YNpc9Hfi5fviy8vLxEhQoVhLW1tQgKChK///67UmzbtGkj6tWrJ44cOSLc3d1FhQoVRL9+/YQQQmzevFl4eXkJOzs7YWhoKOrUqSPGjx8vUlNTFdsvWrRIABCxsbFKYxg3bpyQy+WKGObdf1XHS5s2bYQQQiQlJYnPP/9c1K1bVxgbGwsbGxvRtm1bcfToUaUY533lHGdJSUli2LBhwsHBQejr6wtra2vRsmVLERkZWeB78uLFCzFhwgRRrVo1IZfLReXKlUVQUJB4/PixpF5WVpaYN2+ecHZ2Fvr6+sLGxkb4+fmJ27dvS+rlxPjUqVPio48+EhUqVBDVq1cXc+fOFVlZWUr78+Yxk3NsnDt3TvTs2VOYmpoKMzMzMWjQIJGUlCTpJ79jI+9nL+fzfOjQIREYGCisrKxExYoVRc+ePZW+73K+I960fPlyoaurK6ZOnVroe6Dqe0cVdd4rVd8hOfHNOW6EyP3Mh4WFiUmTJgl7e3thamoq2rdvL65fvy7ZTtXYc6Snp4tZs2Yp3l9ra2sxdOhQpbgfPHhQtGnTRlSsWFEYGhoKR0dH0atXL/H8+fMC91lbcYaunPrf//6H7777DuvWrcOiRYsU5VevXsWpU6cwYcIE6Orq4uHDh9DV1cWMGTNga2uLZ8+eYefOnejatSsOHjwIT0/PIvUbFxcHZ2dn9O/fHxUrVkRCQgJWrlyJDz/8EFevXoW1tbWkvr+/P7y8vBAWFobbt2/jm2++gaenJy5evAgLCwsA2Y9padWqFYYNGwZzc3PExcVh4cKFaNeuHS5dugS5XA4AuHv3LmxsbDB//nxYW1vj0aNH2LhxI9q1a4fz58/D2dkZADB//nxMnz4d33zzDVq3bo3MzExcv34dT548KXa8d+/ejcOHD2PmzJkwNjbGihUrMGDAAOjp6cHX17dYbV64cAFfffUVJkyYAFtbW6xZswb+/v744IMP0Lp1a5XbXL58GZ06dYKDgwOio6NhbW2NKVOm4Pnz5/j1118RHR2tqJvfqZb79++jTZs2kMvlWLFiBWxtbREaGoovvvhCqe4vv/yCwYMHo3v37ti4cSPkcjl+/PFHdOzYEfv370f79u3V3t87d+6gU6dOyMjIQHR0NGrUqAEA+Pfff+Hu7o6AgADJ+//RRx9J3v979+7BysoK3333HWxsbBTvf/PmzSXvf0kIIdCjRw8cP34cU6dOxYcffoi//voLPj4+am2fkJCANm3awNjYGCtXrkSlSpUQHh6uMrY59T/55BOMGzcOc+bMUdw0FRsbi06dOmH06NEwNjbG9evXMW/ePJw6dQqHDh0CkD3bP378eGzYsAGzZ89WtJmVlYVffvkFXbt2Vfo85si57KJt27aK0/FmZmYAgEePHgEApk2bBjs7O6SmpmLHjh3w9PRUfGfY29tj3759+Pjjj+Hv74+AgAAAUMwI+fn54dy5c/j2229Ru3ZtPHnyBOfOncPDhw8Ljf3BgwcxceJEeHh44OLFi5g2bRqio6MRHR0NAwMDAMDnn3+O1atX44svvkCXLl0QFxeHKVOmICoqCufOnZPsd2JiIgYNGoSvvvoK06ZNw44dOzBx4kRUrlwZgwcPLuQdzb5muW/fvggMDMSVK1cwZcoUXL16FSdPnlQcm0UVEBCAzp07K74Xv/76a3zyySeK91ZVbL7++mssWbIEa9aswdChQ5Genl7ge6Cu4rxXhZk0aRJatWqFNWvWICUlBePHj0fXrl1x7do16OrqYsWKFRg+fDj+/fdfpdPur1+/Rvfu3XHs2DGMGzcOLVu2xK1btzBt2jR4enrizJkzqFChAuLi4tC5c2d4eHhg3bp1sLCwwN27d7Fv3z5kZGSUyUy3xmk4oaQy1KZNG2FtbS0yMjIUZV999ZUAIP7++2+V27x69UpkZmaK9u3bi549e0rWQY0ZOlXtpaamCmNjY7F48WJFec7/Hebt46+//hIAxOzZs1W29/r1a5GZmSlu3bolAIhdu3YV2HdGRoaoVauWGDNmjKK8S5cuolGjRvluJ0TRZ+gqVKggEhMTJX3XqVNHfPDBBwVuK0T+M3SGhobi1q1birIXL16IihUris8++0xp29OnT4vIyEhhZmYmfH19xYsXLyR9jBgxQmXfOX29+X/X48ePFzKZTMTExEjqeXl5Sd7v58+fi4oVK4quXbtK6mVlZQlXV1fRrFkzlf3leHOG7vz586Jy5crCw8NDPHz4MN9tSuP9L8kM3d69ewUAybEshBDffvutWjN0X3/9tZDJZOLKlSuS8o4dO6qcoQMgDh48WGCbOTE5cuSIACAuXLigWNerVy/h4OAgmW3as2ePACB+++03RZmq/Tc2NlY565JXft8ZDx48yDcmJiYmYvTo0QW2m3dM+/btEwDE/PnzJfW2bNkiAIjVq1cLIbJnlwGIoKAgSb2TJ08KAGLSpEmKspwY58wG53BxcREdO3ZULBc0Q/fmsSWEEKGhoQKA+OWXXxRl+cUhvxm6vGOfP3++ACASEhIk23bu3FmkpaWJ3r17C3Nzc6WZ8YLeA3Vn6NR5r4o6Q9epUydJva1btwoAkrMpnTt3VvmZDA8PFwDEtm3bJOWnT58WAMSKFSuEEEL8+uuvAoDS91h5xpsiyjF/f38kJydj9+7dALJ/buyXX36Bh4cHatWqpai3atUqNGnSBIaGhtDT04NcLsfBgwdx7dq1IveZmpqK8ePH44MPPoCenh709PRgYmKC58+fq2xv0KBBkuWWLVvCyclJctNDUlISAgMD4ejoqBhfznWHb7b56tUrzJkzBy4uLtDX14eenh709fURGxsrqdesWTNcuHABQUFB2L9/P1JSUoq8n3m1b98etra2imVdXV3069cP//zzD+7cuVOsNhs1aoSqVasqlg0NDVG7dm3cunVLqe7GjRvRqVMnBAQEYOvWrTA0NCxWnwBw+PBh1KtXD66urpLygQMHSpaPHz+OR48eYciQIXj16pXi9fr1a3z88cc4ffo0nj9/Xmh/+/fvh4eHB1q3bo3IyEhUrFhRsr603/+SyDku8x63eWOTnyNHjqB+/fpwcXGRlA8YMEBlfUtLS5U3KP33338YOHAg7OzsoKurC7lcjjZt2gCQxuTTTz/FnTt3cODAAUXZ+vXrYWdnp/asoiol/c5o1qyZYubwxIkT+d6x/6ac2am8d2T36dMHxsbGOHjwIIDc9yhvvWbNmqFu3bqKejns7OzQrFkzSVnDhg1Vfs5UyXss9O3bF3p6evneuKWObt26KY0HgNKYHj58iHbt2uHUqVP4888/izQjrq7ivFeFUXf/VPn9999hYWGBrl27Sr53GjVqBDs7O8UNII0aNYK+vj6GDx+OjRs34r///ivxuN91TOjKMV9fX5ibm2P9+vUAsu90vH//vuJmCABYuHAhPv/8czRv3hzbtm3DiRMncPr0aXz88cd48eJFkfscOHAgli1bhoCAAOzfvx+nTp3C6dOnYWNjo7K9N5+d92ZZznT+69ev4e3tje3bt2PcuHE4ePAgTp06hRMnTgCApM3g4GBMmTIFPXr0wG+//YaTJ0/i9OnTcHV1ldSbOHEiFixYgBMnTsDHxwdWVlZo3759iR5vkt9+ACj2qQkrKyulMgMDA5Vx3Lx5MypUqICAgADIZLJi9Zfj4cOHBe5PjpxfHfH19YVcLpe85s2bByGE4vRcQXbu3IkXL17g888/V5wyy1EW739JPHz4EHp6ekrvjap45bf9m4l/DlVlgOrT4qmpqfDw8MDJkycxe/ZsREVF4fTp04qbo97cVx8fH9jb2yu+Ax4/fozdu3dj8ODB0NXVVWvMeZXGd8aWLVswZMgQrFmzBu7u7qhYsSIGDx6MxMTEfLfJiX3eU4YymUzynZHzX1Wxq1y5stLnsSifM1Xyvvc5x0dJTknmHVPO5yLvmP7++2/F74DXr1+/2P0VpDjvVWHU3T9V7t+/jydPnkBfX1/peycxMRHJyckAsm+qOXDgACpVqoQRI0YobphbvHhxscf9ruM1dOVYhQoVMGDAAPz0009ISEjAunXrYGpqij59+ijq/PLLL/D09MTKlSsl2z579qzI/T19+hS///47pk2bhgkTJijK09PT8/2HXdWXQmJiIj744AMA2deEXbhwARs2bMCQIUMUdf755x+l7XKu55ozZ46kPDk5WXE9HpD9hRscHIzg4GA8efIEBw4cwKRJk9CxY0fcvn0bRkZGMDQ0RHp6ulIfOV8W6u4HkPvllTNrlp6eLklc8muzKEJDQzFlyhS0adMGERERaNSoUbHbsrKyKnB/cuRch7R06dJ87wDML1F506JFi7Blyxb4+Phgx44d8Pb2Vqwri/dfFXXfbysrK7x69QoPHz6U/KOk7j9uVlZWKn9+L7/tVSXnhw4dwr179xAVFaWYlQOg8hpQXV1d+Pn5YcmSJXjy5AnCwsKQnp6OTz/9VK3xqlIa3xnW1tYICQlBSEgI4uPjsXv3bkyYMAFJSUnYt2+fym1yYv/gwQNJUieEQGJiIj788ENFPSD7+sOcu/dz3Lt3L9/rBosrMTERVapUUSyrOj4MDAxUHl8lSfoAwN3dHX369FH8T/rKlSsLfTh9UanzXhX0+SnteFtbW8PKyirf48TU1FTxt4eHBzw8PJCVlYUzZ85g6dKlGD16NGxtbdG/f/9SHde7gDN074CUlBQMHDgQZmZmsLW1xaxZs/Ktm5SUhEGDBsHBwQFmZmZo3Lix4pSqqva2bNmCrKwsfP/999izZw+6dOmCSpUqwcTEBCYmJrhw4QKioqIkU+AXL16UXDyvLplMBiGE0izLmjVrkJWVpXKb0NBQyfLx48dx69Ytxc0YOf+g5W3zxx9/VNl/3np//PEH7t69m++YLSws4OvrixEjRuDRo0eKh2xWq1YNSUlJkn98MzIysH//fpXtHDx4UFI3KysLW7ZsQc2aNRX/qOQ8JPXixYuSbX/77bd8x6euihUr4sCBA6hbty7atm2rmMHKUZT/A27bti2uXLmCCxcuSMrDwsIky61atYKFhQWuXr2Kpk2bqnzp6+sX2p+hoSG2b9+OLl26oFu3bti1a5diXVm//znUfb/btm0LQPm4zRub/LRp0waXL1/G1atXJeWbN29Wa3ugaDEBsk+7vnz5EuHh4diwYQPc3d1Rp06dQvvJb5ZKVZxVfWeoe8xVrVoVX3zxBby8vHDu3Ll86+WcTvzll18k5du2bcPz588V63NOUeetd/r0aVy7dq3UT0vmPRa2bt2KV69eSW4oq1atmtLn/tChQ6Xyyz1DhgzB5s2bsX79egwePFjyXVuUz7068nuvVO3f33//jRs3bhS7r/yOvy5duuDhw4fIyspS+Z2j6uYnXV1dNG/eHMuXLweAAo8zbcYZunfAyJEj8ejRI8THxyMpKQkdOnSAk5OTyjusUlNT0bhxY8ybNw+VK1fGH3/8gf79++P06dOK63Lytle/fn2EhIRACIFRo0ZJ/vH55ptv8O2330JPTw+HDh3CjRs3MHPmTFSvXh2vXr0q0n6YmZmhdevW+P7772FtbY1q1arhyJEjWLt2bb4zJGfOnEFAQAD69OmD27dvY/LkyahSpQqCgoIAAHXq1EHNmjUxYcIECCFQsWJF/Pbbb4iMjFRqq0uXLtiwYQPq1KmDhg0b4uzZs/j++++V/i+9a9euqF+/Ppo2bQobGxvcunULISEhcHJyUlxb2K9fP0ydOhX9+/fH119/jZcvX2LJkiX5JqbW1tZo164dpkyZorjL9fr165J/qDt16oSKFSvC398fM2fOhJ6eHjZs2IDbt28XKc75MTU1xb59+9CrVy94eXlh9+7digSkQYMGAIB58+bBx8cHurq6aNiwocqEa/To0Vi3bh06d+6M2bNnK+5yvX79uqSeiYkJli5diiFDhuDRo0fw9fVFpUqV8ODBA1y4cAEPHjxQmsXJj1wuR3h4OAICAuDr64tNmzZhwIABZfL+q6Lu++3t7Y3WrVtj3LhxeP78OZo2bYq//voLP//8s1r7mRNbHx8fzJw5E7a2tggLC1PEVp3ZlZYtW8LS0hKBgYGYNm0a5HI5QkNDlRLwHHXq1IG7uzvmzp2L27dvY/Xq1WqNtUGDBoiKisJvv/0Ge3t7mJqawtnZGV26dMGsWbMwbdo0tGnTJt/vDFNTUzg5OWHXrl1o3749KlasCGtra1haWqJt27YYOHAg6tSpA1NTU5w+fVpx7ObHy8sLHTt2xPjx45GSkoJWrVop7nJt3Lgx/Pz8AADOzs4YPnw4li5dCh0dHfj4+CjucnV0dFT6DeyS2r59O/T09ODl5aW4y9XV1VXy84x+fn6YMmUKpk6dijZt2uDq1atYtmyZWr8OpA5fX18YGRnB19cXL168QHh4OPT19fN9D9T9BY6nT5+q9V75+fnhk08+QVBQEHr37o1bt25h/vz5JXrOXYMGDbB9+3asXLkSbm5u0NHRQdOmTdG/f3+EhoaiU6dOGDVqFJo1awa5XI47d+7g8OHD6N69O3r27IlVq1bh0KFD6Ny5M6pWrYqXL19i3bp1AIAOHToUe1zvNE3ekaGNwsPDRfPmzRXLvXr1EnZ2dorl4OBgMXLkSLXbe/78udDX15c8R2z+/PmidevWarfRuHFjxfPJVLXXrVs3AUC4uLgobRsaGioMDAxE5cqVhaGhoWjSpInYuXOnyrvekM9drlFRUYqyO3fuiN69ewtLS0thamoqPv74Y3H58uV87+aKiIgQfn5+wsLCQlSoUEF06tRJ6blZV69eFV5eXsLU1FRYWlqKPn36iPj4eKXxPH78WPj7+4tKlSoJIyMj8dFHH4ljx44p3Wn1ww8/iJYtWwpra2uhr68vqlatKvz9/ZWelbdnzx7RqFEjUaFCBVGjRg2xbNmyAp9Dt2LFClGzZk0hl8tFnTp1RGhoqFK8T506JVq2bCmMjY1FlSpVxLRp08SaNWvyfQ5dXnn3RdVz6NLT00Xv3r2FoaGh4nmC6enpIiAgQNjY2AiZTFboc+hyYm5oaCgqVqwo/P39xa5du1Te1XzkyBHRuXNnUbFiRSGXy0WVKlVE586dJc+XU0XVc+hev34tvvzyS6GjoyN++uknyVhK6/1XdceiEOq/30+ePBH/+9//hIWFhTAyMhJeXl7i+vXrRXoOXYcOHSSx3bhxo9IdqjnPSFPl+PHjwt3dXRgZGQkbGxsREBAgzp07p3K/hBBi9erViruxnz59qrRe1ec9JiZGtGrVShgZGUmeQ5eeni7Gjh0rqlSpUuh3xoEDB0Tjxo2FgYGB4hloL1++FIGBgaJhw4bCzMxMVKhQQTg7O4tp06ZJng+W33Poxo8fL5ycnIRcLhf29vbi888/z/c5dLVr1xZyuVxYW1uLTz75JN/n0BUWj4Lucj179qzo2rWrMDExEaampmLAgAHi/v37kvbS09PFuHHjhKOjo6hQoYJo06aNiImJyfd78c3PsxCqnyig6jvi8OHDwsTERHz88cciLS0t3/fgzb4KustV3ffq9evXYv78+aJGjRrC0NBQNG3aVBw6dCjfu1zzfjeoiu+jR4+Er6+vsLCwUHxn5cjMzBQLFiwQrq6uwtDQUJiYmIg6deqIzz77TPHvR3R0tOjZs6dwcnISBgYGwsrKSrRp00bs3r073/3VdkzoiigxMVHo6emJlJQU8fr1a1GpUiVRrVo1cfXqVSGEEI0aNRLbt28XoaGhwtzcPN/X3LlzhRBC8SWcmZmp6CMiIkJYWFioNZ779+8LQ0NDxRdAUdvz9vYWX3zxRbFisXPnTgFAXLp0qcjb5vfFpY1yEjqi4ho2bJgwMTER6enpmh4KqSknocv7gGsiTeEp1yKytbVF7dq1cezYMdjb28PJyQnNmzfH4cOHYWtri8uXL8PT0xOWlpZqPcogNTUVxsbG0NPLfSssLCzUusA4PT0d/fv3R9++fdG0adMit3fr1i0cOHAA8+fPV2fXJf0eO3YMy5Ytg42NjeIGBiIq3MyZM1G5cmXUqFEDqamp+P3337FmzRp88803al1zSESkChO6Ymjbti0OHz4MOzs7tG3bFu7u7ggNDYWtrS0aNmwIS0tLtdsyMTFBWloaXr16pUjCnj59KrlTR5WMjAz06dMHRkZG+Omnn4rV3vr169G4cWOl540VJiEhAZ06dYKzszNCQ0NL9MwzoveNXC7H999/jzt37uDVq1eoVasWFi5ciFGjRml6aESkxWRCCKHpQWibbdu2Ye7cubC1tcWXX36J5s2bo06dOujVqxeMjIywYMEChIaG4rPPPsu3jUmTJmHSpElIS0uDpaUljh8/Djc3NwDAggULsHv3bhw9elTltjnJXHp6Onbt2iW540zd9l6/fo3q1atj4sSJCAwMLI2wEBERkYYwoSuGnAevmpiY4M6dOzA2NkbTpk0RGxuL8PBwdOrUqUjtDR48GMnJyQgPD1fc5Tpr1iyVd7lmZmaiT58+ilM1qmbH1Glv//796NWrF+7du1dqd1oRERGRZvA5dMVgZWUFFxcX1KtXD8bGxgCyn5GUlpYGDw+PIreXc/u6g4MDWrVqBX9/f0ny5ePjo3hY6vHjx7Fr1y789ddfsLa2VjxP7s2HqRbWHgCsXbtW8UsSREREpN04Q1dMr1+/xr1792Bqalrin1oiIiIiEkLg2bNnqFy5cpF/9YM3RRTTvXv34OjoqOlhEBERUTlz+/ZttR6K/iYmdMWUc9fo7du3YWZmpuHRaEZmZiYiIiLg7e0NuVyu6eFoHOORi7GQYjxyMRZSjEcuxiL7pzsdHR0LfdKFKkzoiinnNKuZmdl7ndAZGRnBzMzsvf3wvYnxyMVYSDEeuRgLKcYjF2ORqziXcvGmCCIiIiItx4SOiIiISMsxoSMiIiLSckzoiIiIiLQcEzoiIiIiLceEjoiIiEjLMaEjIiIi0nJM6IiIiIi0HBM6IiIiIi3HX4p4B2VlAceOAQkJgL094OEB6OpqelRERET0rmJC947Zvh0YNQq4cye3zMEBWLwY6NVLc+MiIiKidxdPub5Dtm8HfH2lyRwA3L2bXb59u2bGRURERO82JnTviKys7Jk5IZTX5ZSNHp1dj4iIiOhNTOjeEceOKc/MvUkI4Pbt7HpEREREb2JC945ISCjdekRERPT+YEL3jrC3L916RERE9P5gQveO8PDIvptVJlO9XiYDHB2z6xERERG9iQndO0JXN/vRJIByUpezHBLC59ERERGRMiZ075BevYBffwWqVJGWOzhkl/M5dERERKQKHyz8junVC+jenb8UQUREROpjQvcO0tUFPD01PQoiIiLSFjzlSkRERKTlmNARERERaTmNJ3QrVqxA9erVYWhoCDc3Nxwr4KcQtm/fDi8vL9jY2MDMzAzu7u7Yv3+/Ur1t27bBxcUFBgYGcHFxwY4dO0rULxEREdG7TKMJ3ZYtWzB69GhMnjwZ58+fh4eHB3x8fBAfH6+y/tGjR+Hl5YU9e/bg7NmzaNu2Lbp27Yrz588r6kRHR6Nfv37w8/PDhQsX4Ofnh759++LkyZPF7peIiIjoXabRmyIWLlwIf39/BAQEAABCQkKwf/9+rFy5EnPnzlWqHxISIlmeM2cOdu3ahd9++w2NGzdW1PHy8sLEiRMBABMnTsSRI0cQEhKC8PDwYvULAOnp6UhPT1csp6SkAAAyMzORmZlZgihor5z9fl/3Py/GIxdjIcV45GIspBiPXIxFyfZdYwldRkYGzp49iwkTJkjKvb29cfz4cbXaeP36NZ49e4aKFSsqyqKjozFmzBhJvY4dOyqSweL2O3fuXMyYMUOpPCIiAkZGRmqNt7yKjIzU9BDeKYxHLsZCivHIxVhIMR653udYpKWlFXtbjSV0ycnJyMrKgq2traTc1tYWiYmJarXxww8/4Pnz5+jbt6+iLDExscA2i9vvxIkTERwcrFhOSUmBo6MjvL29YWZmptZ4y5vMzExERkbCy8sLcrlc08PROMYjF2MhxXjkYiykGI9cjEXu2b/i0Phz6GR5fudKCKFUpkp4eDimT5+OXbt2oVKlSkVus6j9GhgYwMDAQKlcLpe/twdeDsZAivHIxVhIMR65GAspxiPX+xyLkuy3xhI6a2tr6OrqKs2KJSUlKc2e5bVlyxb4+/vj//7v/9ChQwfJOjs7uwLbLEm/RERERO8ijd3lqq+vDzc3N6Vz5ZGRkWjZsmW+24WHh2Po0KEICwtD586dlda7u7srtRkREaFos7j9EhEREb2rNHrKNTg4GH5+fmjatCnc3d2xevVqxMfHIzAwEED2dWt3797Fpk2bAGQnc4MHD8bixYvRokULxSxbhQoVYG5uDgAYNWoUWrdujXnz5qF79+7YtWsXDhw4gD///FPtfomIiIi0iUYTun79+uHhw4eYOXMmEhISUL9+fezZswdOTk4AgISEBMmz4X788Ue8evUKI0aMwIgRIxTlQ4YMwYYNGwAALVu2xObNm/HNN99gypQpqFmzJrZs2YLmzZur3S8RERGRNtH4TRFBQUEICgpSuS4nScsRFRWlVpu+vr7w9fUtdr9ERERE2kTjP/1FRERERCXDhI6IiIhIyzGhIyIiItJyTOiIiIiItBwTOiIiIiItx4SOiIiISMsxoSMiIiLSckzoiIiIiLQcEzoiIiIiLceEjoiIiEjLMaEjIiIi0nJM6IiIiIi0HBM6IiIiIi3HhI6IiIhIyzGhIyIiItJyTOiIiIiItBwTOiIiIiItx4SOiIiISMsxoSMiIiLSckzoiIiIiLQcEzoiIiIiLceEjoiIiEjLMaEjIiIi0nJM6IiIiIi0HBM6IiIiIi3HhI6IiIhIyzGhIyIiItJyTOiIiIiItBwTOiIiIiItx4SOiIiISMsxoSMiIiLSckzoiIiIiLQcEzoiIiIiLceEjoiIiEjLMaEjIiIi0nIaT+hWrFiB6tWrw9DQEG5ubjh27Fi+dRMSEjBw4EA4OztDR0cHo0ePVqrj6ekJmUym9OrcubOizvTp05XW29nZlcXuEREREZU5jSZ0W7ZswejRozF58mScP38eHh4e8PHxQXx8vMr66enpsLGxweTJk+Hq6qqyzvbt25GQkKB4Xb58Gbq6uujTp4+kXr169ST1Ll26VOr7R0RERPQ26Gmy84ULF8Lf3x8BAQEAgJCQEOzfvx8rV67E3LlzlepXq1YNixcvBgCsW7dOZZsVK1aULG/evBlGRkZKCZ2enh5n5YiIiKhc0FhCl5GRgbNnz2LChAmScm9vbxw/frzU+lm7di369+8PY2NjSXlsbCwqV64MAwMDNG/eHHPmzEGNGjXybSc9PR3p6emK5ZSUFABAZmYmMjMzS2282iRnv9/X/c+L8cjFWEgxHrkYCynGIxdjUbJ911hCl5ycjKysLNja2krKbW1tkZiYWCp9nDp1CpcvX8batWsl5c2bN8emTZtQu3Zt3L9/H7Nnz0bLli1x5coVWFlZqWxr7ty5mDFjhlJ5REQEjIyMSmW82ioyMlLTQ3inMB65GAspxiMXYyHFeOR6n2ORlpZW7G01esoVAGQymWRZCKFUVlxr165F/fr10axZM0m5j4+P4u8GDRrA3d0dNWvWxMaNGxEcHKyyrYkTJ0rWpaSkwNHREd7e3jAzMyuV8WqbzMxMREZGwsvLC3K5XNPD0TjGIxdjIcV45GIspBiPXIxF7tm/4tBYQmdtbQ1dXV2l2bikpCSlWbviSEtLw+bNmzFz5sxC6xobG6NBgwaIjY3Nt46BgQEMDAyUyuVy+Xt74OVgDKQYj1yMhRTjkYuxkGI8cr3PsSjJfmvsLld9fX24ubkpTa1GRkaiZcuWJW5/69atSE9PxyeffFJo3fT0dFy7dg329vYl7peIiIjobdPoKdfg4GD4+fmhadOmcHd3x+rVqxEfH4/AwEAA2ac57969i02bNim2iYmJAQCkpqbiwYMHiImJgb6+PlxcXCRtr127Fj169FB5TdzYsWPRtWtXVK1aFUlJSZg9ezZSUlIwZMiQsttZIiIiojKi0YSuX79+ePjwIWbOnImEhATUr18fe/bsgZOTE4DsBwnnfSZd48aNFX+fPXsWYWFhcHJyQlxcnKL877//xp9//omIiAiV/d65cwcDBgxAcnIybGxs0KJFC5w4cULRLxEREZE20fhNEUFBQQgKClK5bsOGDUplQohC26xdu3aB9TZv3qz2+IiIiIjedRr/6S8iIiIiKhkmdERERERajgkdERERkZZjQkdERESk5ZjQEREREWk5JnREREREWo4JHREREZGWY0JHREREpOWY0BERERFpOSZ0RERERFqOCR0RERGRlmNCR0RERKTlmNARERERaTkmdERERERajgkdERERkZZjQkdERESk5ZjQEREREWk5JnREREREWo4JHREREZGWY0JHREREpOWY0BERERFpOSZ0RERERFqOCR0RERGRlmNCR0RERKTlmNARERERaTkmdERERERajgkdERERkZZjQkdERESk5ZjQEREREWk5JnREREREWo4JHREREZGWY0JHREREpOWY0BERERFpOSZ0RERERFqOCR0RERGRlmNCR0RERKTlNJ7QrVixAtWrV4ehoSHc3Nxw7NixfOsmJCRg4MCBcHZ2ho6ODkaPHq1UZ8OGDZDJZEqvly9fFrtfIiIioneZRhO6LVu2YPTo0Zg8eTLOnz8PDw8P+Pj4ID4+XmX99PR02NjYYPLkyXB1dc23XTMzMyQkJEhehoaGxe6XiIiI6F2m0YRu4cKF8Pf3R0BAAOrWrYuQkBA4Ojpi5cqVKutXq1YNixcvxuDBg2Fubp5vuzKZDHZ2dpJXSfolIiIiepfpaarjjIwMnD17FhMmTJCUe3t74/jx4yVqOzU1FU5OTsjKykKjRo0wa9YsNG7cuET9pqenIz09XbGckpICAMjMzERmZmaJxqutcvb7fd3/vBiPXIyFFOORi7GQYjxyMRYl23eNJXTJycnIysqCra2tpNzW1haJiYnFbrdOnTrYsGEDGjRogJSUFCxevBitWrXChQsXUKtWrWL3O3fuXMyYMUOpPCIiAkZGRsUeb3kQGRmp6SG8UxiPXIyFFOORi7GQYjxyvc+xSEtLK/a2GkvocshkMsmyEEKprChatGiBFi1aKJZbtWqFJk2aYOnSpViyZEmx+504cSKCg4MVyykpKXB0dIS3tzfMzMyKPV5tlpmZicjISHh5eUEul2t6OBrHeORiLKQYj1yMhRTjkYuxyD37VxwaS+isra2hq6urNCuWlJSkNHtWEjo6Ovjwww8RGxtbon4NDAxgYGCgVC6Xy9/bAy8HYyDFeORiLKQYj1yMhRTjket9jkVJ9ltjN0Xo6+vDzc1NaWo1MjISLVu2LLV+hBCIiYmBvb39W+2XiIiI6G3R6CnX4OBg+Pn5oWnTpnB3d8fq1asRHx+PwMBAANmnOe/evYtNmzYptomJiQGQfePDgwcPEBMTA319fbi4uAAAZsyYgRYtWqBWrVpISUnBkiVLEBMTg+XLl6vdLxEREZE20WhC169fPzx8+BAzZ85EQkIC6tevjz179sDJyQlA9oOE8z4bLuduVQA4e/YswsLC4OTkhLi4OADAkydPMHz4cCQmJsLc3ByNGzfG0aNH0axZM7X7JSIiItImGr8pIigoCEFBQSrXbdiwQalMCFFge4sWLcKiRYtK1C8RERGRNtH4T38RERERUckwoSMiIiLSckzoiIiIiLQcEzoiIiIiLceEjoiIiEjLMaEjIiIi0nJM6IiIiIi0HBM6IiIiIi3HhI6IiIhIyzGhIyIiItJyTOiIiIiItBwTOiIiIiItx4SOiIiISMsxoSMiIiLScnpFqSyEwJEjR3Ds2DHExcUhLS0NNjY2aNy4MTp06ABHR8eyGicRERER5UOtGboXL15gzpw5cHR0hI+PD/744w88efIEurq6+OeffzBt2jRUr14dnTp1wokTJ8p6zERERET0BrVm6GrXro3mzZtj1apV6NixI+RyuVKdW7duISwsDP369cM333yDYcOGlfpgiYiIiEiZWgnd3r17Ub9+/QLrODk5YeLEifjqq69w69atUhkcERERERVOrVOuhSVzb9LX10etWrWKPSAiIiIiKhq173I9d+4cJk6ciEePHgEAvvnmmzIbFBERERGpT+2EbtiwYTAxMUGvXr3w5MkTHDp0qCzHRURERERqUvuxJfr6+pg8eTI6duyIgIAACCHKclxEREREpCa1Z+hMTU0BAE2bNoWPjw/Onj1bZoMiIiIiIvWpPUM3e/ZsZGZmQi6Xw9/fH1ZWVmU5LiIiIiJSk9oJXbNmzSTLPXr0KO2xEBEREVExqJXQ9erVS+0Gt2/fXuzBEBEREVHRqXUNnbm5ueJlZmaGgwcP4syZM4r1Z8+excGDB2Fubl5mAyUiIiIi1dSaoVu/fr3i7/Hjx6Nv375YtWoVdHV1AQBZWVkICgqCmZlZ2YySiIiIiPKl9l2uOdatW4exY8cqkjkA0NXVRXBwMNatW1eqgyMiIiKiwhU5oXv16hWuXbumVH7t2jW8fv26VAZFREREROpT+y7XHJ9++in+97//4Z9//kGLFi0AACdOnMB3332HTz/9tNQHSEREREQFK3JCt2DBAtjZ2WHRokVISEgAANjb22PcuHH46quvSn2ARERERFSwIid0Ojo6GDduHMaNG4eUlBQA4M0QRERERBpU5ITuTUzkiIiIiDSvyDdFEBEREdG7hQkdERERkZbTeEK3YsUKVK9eHYaGhnBzc8OxY8fyrZuQkICBAwfC2dkZOjo6GD16tFKdn376CR4eHrC0tISlpSU6dOiAU6dOSepMnz4dMplM8rKzsyvtXSMiIiJ6K9RO6AYOHIitW7cqboQoDVu2bMHo0aMxefJknD9/Hh4eHvDx8UF8fLzK+unp6bCxscHkyZPh6uqqsk5UVBQGDBiAw4cPIzo6GlWrVoW3tzfu3r0rqVevXj0kJCQoXpcuXSq1/SIiIiJ6m9RO6JydnTFv3jxUqlQJ3t7eWL58OW7fvl2izhcuXAh/f38EBASgbt26CAkJgaOjI1auXKmyfrVq1bB48WIMHjw439+NDQ0NRVBQEBo1aoQ6dergp59+wuvXr3Hw4EFJPT09PdjZ2SleNjY2JdoXIiIiIk1R+y7XadOmYdq0abhz5w52796NXbt24auvvoKLiwu6deuG7t27o3Hjxmp3nJGRgbNnz2LChAmScm9vbxw/flz9PShEWloaMjMzUbFiRUl5bGwsKleuDAMDAzRv3hxz5sxBjRo18m0nPT0d6enpiuWcmcrMzExkZmaW2ni1Sc5+v6/7nxfjkYuxkGI8cjEWUoxHLsaiZPsuE0KI4m787Nkz7N27F7t27cLevXthamqKrl274vPPP0e9evUK3PbevXuoUqUK/vrrL7Rs2VJRPmfOHGzcuBE3btwocHtPT080atQIISEhBdYbMWIE9u/fj8uXL8PQ0BAAsHfvXqSlpaF27dq4f/8+Zs+ejevXr+PKlSuwsrJS2c706dMxY8YMpfKwsDAYGRkVOAYiIiKiwqSlpWHgwIF4+vRpkR8NV6Ln0JmamqJv377o27cvsrKyEBUVhd27dyM6OrrQhC6HTCaTLAshlMqKa/78+QgPD0dUVJQimQMAHx8fxd8NGjSAu7s7atasiY0bNyI4OFhlWxMnTpSsS0lJgaOjI7y9vd/b5/FlZmYiMjISXl5ekMvlmh6OxjEeuRgLKcYjF2MhxXjkYixQovsUSpTQvUlXVxft27dH+/bt1apvbW0NXV1dJCYmSsqTkpJga2tb4vEsWLAAc+bMwYEDB9CwYcMC6xobG6NBgwaIjY3Nt46BgQEMDAyUyuVy+Xt74OVgDKQYj1yMhRTjkYuxkGI8cr3PsSjJfmvssSX6+vpwc3NDZGSkpDwyMlJyCrY4vv/+e8yaNQv79u1D06ZNC62fnp6Oa9euwd7evkT9EhEREWlCqc3QFUdwcDD8/PzQtGlTuLu7Y/Xq1YiPj0dgYCCA7NOcd+/exaZNmxTbxMTEAABSU1Px4MEDxMTEQF9fHy4uLgCyT7NOmTIFYWFhqFatmmIG0MTEBCYmJgCAsWPHomvXrqhatSqSkpIwe/ZspKSkYMiQIW9x74mIiIhKh0YTun79+uHhw4eYOXMmEhISUL9+fezZswdOTk4Ash8knPeZdG/eSXv27FmEhYXByckJcXFxALIfVJyRkQFfX1/JdtOmTcP06dMBAHfu3MGAAQOQnJwMGxsbtGjRAidOnFD0S0RERKRNNJrQAUBQUBCCgoJUrtuwYYNSWWE35eYkdgXZvHmzOkMjIiIi0gqldg3d/fv3MXPmzNJqjoiIiIjUVGoJXWJiosrntBERERFR2VL7lOvFixcLXF/Yg4CJiIiIqGyondA1atQIMplM5TVsOeWl9UBgIiIiIlKf2gmdlZUV5s2bl++Dg69cuYKuXbuW2sCIiIiISD1qJ3Rubm64d+9evo/2ePLkSaF3oBIRERFR6VM7ofvss8/w/PnzfNdXrVoV69evL5VBEREREZH61E7oevbsWeB6S0tL/tICERERkQZo7LdciYiIiKh0qJXQfffdd0hLS1OrwZMnT+KPP/4o0aCIiIiISH1qJXRXr15F1apV8fnnn2Pv3r148OCBYt2rV69w8eJFrFixAi1btkT//v1hZmZWZgMmIiIiIim1rqHbtGkTLl68iOXLl2PQoEF4+vQpdHV1YWBgoJi5a9y4MYYPH44hQ4bAwMCgTAdNRERERLnUvimiYcOG+PHHH7Fq1SpcvHgRcXFxePHiBaytrdGoUSNYW1uX5TiJiIiIKB9qJ3Q5ZDIZXF1d4erqWhbjISIiIqIi4l2uRERERFqOCR0RERGRlmNCR0RERKTlmNARERERaTkmdERERERaTq27XHv16qV2g9u3by/2YIiIiIio6NRK6MzNzct6HERERERUTGoldOvXry/rcRARERFRMfEaOiIiIiItV+RfigCAX3/9FVu3bkV8fDwyMjIk686dO1cqAyMiIiIi9RR5hm7JkiX49NNPUalSJZw/fx7NmjWDlZUV/vvvP/j4+JTFGImIiIioAEVO6FasWIHVq1dj2bJl0NfXx7hx4xAZGYkvv/wST58+LYsxElE5FxgYiPHjx2t6GEREWqvICV18fDxatmwJAKhQoQKePXsGAPDz80N4eHjpjo6ItIanpycMDAxgYmICS0tL9O/fH/b29mptu2rVKsybNw8AEBcXB5lMhidPnhS4TVZWFn744QfUr18fxsbGsLe3x8cff4yDBw+WdFeIiLROkRM6Ozs7PHz4EADg5OSEEydOAABu3rwJIUTpjo6ItMq8efOQmpqKx48fY/PmzUhISCizvgYNGoR169Zh+fLlePToEW7duoUvvvgC27ZtK7M+iYjeVUVO6Nq1a4fffvsNAODv748xY8bAy8sL/fr1Q8+ePUt9gESk/c6dOwcLCwtcvnwZAPD48WM4Ojpi06ZNAIChQ4di9OjRAIBmzZoBABwcHGBiYoLQ0FCl9o4cOYIdO3Zg9+7daNOmDQwMDKCvr48uXbpgxYoVb2eniIjeIUW+y3X16tV4/fo1gOzrXipWrIg///wTXbt2RWBgYKkPkIi0X5MmTTB16lT0798fp0+fhr+/P1q3bo3Bgwcr1T116hSqV6+OO3fuwMLCQmV7+/fvR7NmzVCzZs0yHjkRkXYockKno6MDHZ3cib2+ffuib9++pTooItJOEydOxPTp0wEAmZmZcHd3x4EDBwAAY8aMQWRkJFq0aIHU1FScP3++2P08ePAAVapUKY0hExGVC8V6Dh0ApKWlqXwOXcOGDUs8KCLSTnPnzsXo0aORmZmJPXv2oFOnTop1MpkMgYGB6NGjBxYsWAAzM7Ni92NtbY3r16+XxpCJiMqFIl9D9+DBA3Tp0gWmpqaoV68eGjduLHkREany+PFjjBw5EsOHD8ecOXMQHx+vst6bZwDy07FjR5w6dQr//fdfaQ+TiEgrFTmhGz16NB4/fowTJ06gQoUK2LdvHzZu3IhatWph9+7dZTFGIioHhg0bBg8PD/z444/49NNPMWjQIGRlZSnVs7GxgY6ODv7999982/L09ETPnj3RvXt3HDt2DOnp6cjMzMS+ffswYsSIstwNIqJ3UpETukOHDmHRokX48MMPoaOjAycnJ3zyySeYP38+5s6dWxZjJCItMX78eMlz6CwtLfHw4UP8+OOPOHfuHFauXAkg+9Tsy5cvMXv2bKU2KlSogGnTpsHHxwcWFhYICwtT2VdoaCiGDBmiuDmratWqWLx4MXr37l2m+0hE9C4q8jV0z58/R6VKlQAAFStWxIMHD1C7dm00aNCAv+NK9B6LiopS/P3mNXRyuRyfffYZPvvsM8V6uVyO06dPK5Y3bNggaWvq1KmYOnVqgf3p6upi7NixGDt2bKmMn4hImxV5hs7Z2Rk3btwAADRq1Ag//vgj7t69i1WrVqn9VPg3rVixAtWrV4ehoSHc3Nxw7NixfOsmJCRg4MCBcHZ2ho6OjuK5VXlt27YNLi4uMDAwgIuLC3bs2FGifomIiIjeZcW6hi7n6e/Tpk3Dvn37ULVqVSxZsgRz5swpUltbtmzB6NGjMXnyZJw/fx4eHh7w8fHJ92Lp9PR02NjYYPLkyXB1dVVZJzo6Gv369YOfnx8uXLgAPz8/9O3bFydPnix2v0RERETvsiKfch00aJDi78aNGyMuLg7Xr19H1apVoa+vX6S2Fi5cCH9/fwQEBAAAQkJCsH//fqxcuVLl9XjVqlXD4sWLAQDr1q1T2WZISAi8vLwwceJEANnPxTpy5AhCQkIUvzVb1H6B7GQyPT1dsZySkgIg+9RSZmZmkfa7vMjZ7/d1//NiPHIxFlKMRy7GQorxyMVYlGzf1U7oFixYoPJaFSMjIzRp0gQpKSnw9vZW/LZrYTIyMnD27FlMmDBBUu7t7Y3jx4+rOywl0dHRGDNmjKSsY8eOCAkJKVG/c+fOxYwZM5TKIyIiYGRkVOzxlgeRkZGaHsI7hfHIxVhIMR65GAspxiPX+xyLtLS0Ym+rdkI3ZcoUWFlZ4dNPP1Val5qaio4dOypmrdSRnJyMrKws2NraSsptbW2RmJiodjt5JSYmFthmcfudOHEigoODFcspKSlwdHSEt7d3iR6Qqs0yMzMRGRkJLy8vyOVyTQ9H4xiPXKUVi1q1amHBggXo3r17KY7u7eOxkYuxkGI8cjEWKFIelZfaCd3PP/8MPz8/WFpaokePHory1NRUeHt749GjRzh69GiRByCTySTLQgilsrJos6j9GhgYwMDAQKlcLpe/twdeDsZA6n2Kx8iRI7Fz5048ffoUpqam6NOnD+bPn6/Yf1Wx2L17N6ZOnYrY2FiYm5tj6tSpBf4OtJ6eXrmJ5/t0bBSGsZBiPHK9z7EoyX6rfVOEr68vli5dioEDB+Lw4cMAspO5jz/+GMnJyYiKilKa9SqItbU1dHV1lWbFkpKSitROXnZ2dgW2WVb9Er2PgoKCcP36daSkpCAmJgYXLlzA/Pnz862/b98+BAUFISQkBCkpKbhy5Qo8PT3f3oCJiMqpIt3lGhAQgOnTp6NHjx6IioqCj48PEhMTcfjw4SI/skRfXx9ubm5K58ojIyPRsmXLIrX1Jnd3d6U2IyIiFG2WVb9E76O6devC2NhYsayjo4PY2Nh860+ZMgVTp06Fp6cndHV1YWlpiTp16qjV1/3799GkSROMGzcOADB06FAEBATA19cXJiYmqFevHi5fvoxVq1bBwcEBNjY2WLFiRcl2kIhISxT5sSXjxo1DUFAQ2rdvj3v37iEqKgpVqlQpVufBwcFYs2YN1q1bh2vXrmHMmDGIj49XnH6ZOHEiBg8eLNkmJiYGMTExSE1NxYMHDxATE4OrV68q1o8aNQoRERGYN28erl+/jnnz5uHAgQOSZ9YV1i8Rqe+7776DqakpKlWqhAsXLmDkyJEq6z1//hxnz55FSkoK6tSpAzs7O/Tr10+ta2b/+ecffPTRR/Dz85PMAG7duhWjRo3CkydP0LRpU3Tr1g2xsbH477//EBYWhjFjxuD+/fultq9ERO8qta+h69Wrl2RZLpfD2toaX375paR8+/btanfer18/PHz4EDNnzkRCQgLq16+PPXv2wMnJCUD2g4TzPhuucePGir/Pnj2LsLAwODk5IS4uDgDQsmVLbN68Gd988w2mTJmCmjVrYsuWLWjevLna/RKR+iZMmIAJEybg2rVrCA0NhZ2dncp6jx8/hhACP//8M/bv3w8rKysEBgbCz8+vwLvazp49iy+++ALz58/HwIEDJes6deoEDw8PANmf619++QWzZs2Cvr4+vLy8YG5ujkuXLvFyCiIq99RO6MzNzSXLAwYMKJUBBAUFISgoSOW6vD8HBGTfvFAYX19f+Pr6FrtfIiq6unXrwtXVFUOHDsXevXuV1puYmAAAvvzyS8X/PM2YMQO1atXC8+fPJadu3/TTTz/B2dkZffv2VVr3ZvJoZGQEU1NTyWOEjIyMkJqaWqL9IiLSBmondOvXry/LcRBROZCZmZnvNXQWFhaoWrWqyrvJC/oftZCQEGzYsAF9+vTB1q1b39u734iIClLka+iIiIDsu9zXr1+PJ0+eQAiBS5cuYfbs2ejYsWO+2wwfPhxLlizB3bt38eLFC8ycORPt27dXzN6pYmhoiF27diE9PR29e/dGRkZGWewOEZFWY0JHRMUik8kQFhaGmjVrwtTUFN27d0fnzp0Vv8oCACNGjJDcbDRhwgS0b98erq6ucHR0RFpaGn7++edC+zIwMMDOnTshhEDPnj0lP8NHRETF+C1XIiIAMDY2zvdmhpzfI1y+fLnkFKmuri5++OEH/PDDD2r1kXOzE5D9yKHffvtNsZz3GltPT088efIk3+2JiMozztARERERaTkmdERERERajgkdERERkZZjQkdERESk5ZjQEREREWk5JnRE9NalpKRg4MCBMDMzg62tLWbNmlXs+vHx8TAxMZG89PT00K1bN7XWExGVB3xsCRG9dSNHjsSjR48QHx+PpKQkdOjQAU5OThg8eHCR61etWlXy814ZGRmoUqUK+vfvDwCFriciKg84Q0dEBdq8eTNatGihWO7duzfs7e0Vy1999RW+/PJLtdtLS0vD5s2bMXv2bFhYWKB27doYOXIk1q5dWyr1d+7ciaysLPTq1atY64mItBETOiIqUNu2bXH27Fk8e/YMQgj8+eefMDQ0xLVr1wAAhw4dQtu2bREWFgYLCwtYWFjAxsYGAwcOhI2NjaLsu+++AwDcuHEDGRkZaNSokaKPRo0a4eLFiyr7L2r9tWvXYtCgQTA0NCzWeiIibcRTrkRUIFtbW9SuXRvHjh2Dvb09nJyc0Lx5cxw+fBi2tra4fPkyPD09YWlpiYEDBwLI/qWIPXv2oFOnTpJfigCyfwPW2NgYenq5Xz8WFhZ49uyZyv6LUv/WrVs4cOAA5s+fr7KtwtYTEWkrJnREVKi2bdvi8OHDsLOzQ9u2beHu7o7Q0FDY2tqiYcOGsLS0VLstExMTpKWl4dWrV4ok7enTpzA1NS1x/fXr16Nx48ZwdXVV2VZh64mItBVPuRJRoXISukOHDqFdu3bw9PTEsWPHcPDgQbRt2xYAEBoaqriL1NLSEv3794elpaWibM6cOQAAZ2dnyOVyXLhwQdF+TEwMGjRooLJvdeu/fv0a69evR0BAgMp2CltPRKTNmNARUaE8PT1x4cIFHD9+HB999BEsLCzg4OCA0NBQtGvXDgAwaNAgpKamIjU1FY8fP8bmzZvx+PFjRdmkSZMAAEZGRujXrx+mTJmCp0+fIjY2FkuXLs030VK3fmRkJJKTkzFgwACV7RS2nohImzGhI6JCWVlZwcXFBfXq1YOxsTEAoH379khLS4OHh0eR21u2bBnMzc3h4OCAVq1awd/fX/LIEh8fH8WMnjr1geybHXx9fWFubq6yz8LWExFpM15DR0RqefOUJwDMmzcP8+bNK1ZbZmZmCA8Pz3f93r17i1QfALZu3Vqi9URE2owzdERERERajgkdERERkZZjQkdERESk5ZjQEREREWk5JnREREREWo4JHREREZGWY0JHREREpOWY0BERERFpOSZ0RERERFqOCR0RERGRlmNCR0RERKTl+FuuRPROyMoCjh0DEhIAe3vAwwPQ1dX0qIiItAMTOiLSuO3bgVGjgDt3csscHIDFi4FevTQ3LiIibcFTrkSkUdu3A76+0mQOAO7ezS7fvl0z4yIi0iZM6IhIY7KysmfmhFBel1M2enR2PSIiyh8TOiLSmGPHlGfm3iQEcPt2dj0iIsofEzoi0piEhNKtR0T0vtJ4QrdixQpUr14dhoaGcHNzw7FC/lf8yJEjcHNzg6GhIWrUqIFVq1ZJ1nt6ekImkym9OnfurKgzffp0pfV2dnZlsn9ElD97+9KtR0T0vtJoQrdlyxaMHj0akydPxvnz5+Hh4QEfHx/Ex8errH/z5k106tQJHh4eOH/+PCZNmoQvv/wS27ZtU9TZvn07EhISFK/Lly9DV1cXffr0kbRVr149Sb1Lly6V6b4SkTIPj+y7WWUy1etlMsDRMbseERHlT6OPLVm4cCH8/f0REBAAAAgJCcH+/fuxcuVKzJ07V6n+qlWrULVqVYSEhAAA6tatizNnzmDBggXo3bs3AKBixYqSbTZv3gwjIyOlhE5PT69Is3Lp6elIT09XLKekpAAAMjMzkZmZqXY75UnOfr+v+58X45GrKLFYvBjw88v++82bI3KSvJAQ4PXr7Je24rGRi7GQYjxyMRYl23eZEKruLyt7GRkZMDIywv/93/+hZ8+eivJRo0YhJiYGR44cUdqmdevWaNy4MRYvXqwo27FjB/r27Yu0tDTI5XKlbRo0aAB3d3esXr1aUTZ9+nR8//33MDc3h4GBAZo3b445c+agRo0a+Y53+vTpmDFjhlJ5WFgYjIyM1N5vIiIiIlXS0tIwcOBAPH36FGZmZkXaVmMzdMnJycjKyoKtra2k3NbWFomJiSq3SUxMVFn/1atXSE5Ohn2eC21OnTqFy5cvY+3atZLy5s2bY9OmTahduzbu37+P2bNno2XLlrhy5QqsrKxU9j1x4kQEBwcrllNSUuDo6Ahvb+8iB728yMzMRGRkJLy8vFQm0+8bxiNXcWKRlQVERwOJiYCdHeDuXn5+KYLHRi7GQorxyMVY5J79Kw6N/1KELM/FM0IIpbLC6qsqB4C1a9eifv36aNasmaTcx8dH8XfODF7NmjWxceNGSdL2JgMDAxgYGCiVy+Xy9/bAy8EYSDEeuYoSC7kcaNu2jAekYTw2cjEWUoxHrvc5FiXZb43dFGFtbQ1dXV2l2bikpCSlWbgcdnZ2Kuvr6ekpzaylpaVh8+bNiuvzCmJsbIwGDRogNja2iHtBREREpHkaS+j09fXh5uaGyMhISXlkZCRatmypcht3d3el+hEREWjatKlSVrt161akp6fjk08+KXQs6enpuHbtmtIpWyIiIiJtoNHHlgQHB2PNmjVYt24drl27hjFjxiA+Ph6BgYEAsq9bGzx4sKJ+YGAgbt26heDgYFy7dg3r1q3D2rVrMXbsWKW2165dix49eqi8Jm7s2LE4cuQIbt68iZMnT8LX1xcpKSkYMmRI2e0sERERURnR6DV0/fr1w8OHDzFz5kwkJCSgfv362LNnD5ycnAAACQkJkmfSVa9eHXv27MGYMWOwfPlyVK5cGUuWLFE8siTH33//jT///BMREREq+71z5w4GDBiA5ORk2NjYoEWLFjhx4oSiXyIiIiJtovGbIoKCghAUFKRy3YYNG5TK2rRpg3PnzhXYZu3atVHQ01g2b95cpDESERERvcs0/tNfRERERFQyTOiIiIiItBwTOiIiIiItx4SOiIiISMsxoSMiIiLSckzoiIiIiLQcEzoiIiIiLceEjoiIiEjLMaEjIiIi0nJM6IiIiIi0HBM6IiIiIi3HhI6IiIhIyzGhIyIiItJyTOiIiIiItBwTOiIiIiItx4SOiIiISMsxoSMiIiLSckzoiIiIiLQcEzoiIiIiLceEjoiIiKgQgYGBGD9+vKaHkS8mdERERPRe8PT0hIGBAUxMTBQva2trtbZdtWoV5s2bBwCIi4uDTCbDkydP8q2fUyenn4oVK6JLly6Ii4srhT1RxoSOiIiI3hvz5s1Damqq4pWcnFym/d25cwepqam4c+cOrKysMGzYsDLphwkdERERvffOnTsHCwsLXL58GQDw+PFjODo6YtOmTQCAoUOHYvTo0QCAZs2aAQAcHBxgYmKC0NDQQts3MjJCv379cOXKlTIZv16ZtEpERESkRZo0aYKpU6eif//+OH36NPz9/dG6dWsMHjxYqe6pU6dQvXp13LlzBxYWFmq1/+zZM4SHh8PDw6OUR56NCR0RERG9NyZOnIjp06crlj/88ENERkYCAMaMGYPIyEi0aNECqampOH/+fIn7c3Jygkwmw7Nnz2BnZ4e9e/eWuE1VeMqViIiI3htz587FkydPFK+cZA4AZDIZAgMDcfHiRQQFBcHMzKzE/d26dQtPnjxBeno6fvjhB3h6euL+/fslbjcvJnREREREyL5ubuTIkRg+fDjmzJmD+Ph4lfV0dIqePunp6aF///7Q0dHBn3/+WdKhKo+p1FskIiIi0kLDhg2Dh4cHfvzxR3z66acYNGgQsrKylOrZ2NhAR0cH//77r9ptv379Gr/++iuePHkCFxeX0hw2ACZ0RERE9B4ZP3685Dl0JiYmePjwIX788UecO3cOK1euBJB9avbly5eYPXu2UhsVKlTAtGnT4OPjAwsLC4SFheXbX86dsBYWFpg9ezbCw8NRt27dUt8v3hRBRERE74WoqKh813322Wf47LPPFMtyuRynT59WLG/YsEFSf+rUqZg6dWq+7VWrVg1CiGKPtag4Q0dERESk5ZjQEREREWk5JnREREREWo4JHREREZGWY0JHREREVAzVqlXDzp07NT0MAEzoiIiIqJwaOnQo9PX1JY8oiY6Ozrf+3bt30aNHD1hZWcHa2hp9+vQpk191KAsaT+hWrFiB6tWrw9DQEG5ubjh27FiB9Y8cOQI3NzcYGhqiRo0aWLVqlWT9hg0bIJPJlF4vX74sUb9ERESkfYKCgpCamqp4ubu7F1gXyP65rps3byI9PR2jRo16W0MtEY0mdFu2bMHo0aMxefJknD9/Hh4eHvDx8cn3pzZu3ryJTp06wcPDA+fPn8ekSZPw5ZdfYtu2bZJ6ZmZmSEhIkLwMDQ2L3S8RERGVfzdv3kTfvn1hYmICU1NT9OvXD5cvX1Zr2/v376NJkyYYN24cgOzZwYCAAPj6+sLExAT16tXD5cuXsWrVKjg4OMDGxgYrVqwotbFr9MHCCxcuhL+/PwICAgAAISEh2L9/P1auXIm5c+cq1V+1ahWqVq2KkJAQAEDdunVx5swZLFiwAL1791bUk8lksLOzK7V+ASA9PR3p6emK5ZSUFABAZmYmMjMzi7bj5UTOfr+v+58X45GLsZBiPHIxFlKMR66yiMXr16+xadMmbNq0CXZ2dhg6dChGjRqV72+xjho1Clu2bIG3tzeEEAgLC8PHH39c4JhevXqFa9euoVu3bvjss88watQoZGZm4vXr19i6dSt27dqFn3/+GcOHD0e3bt3QvXt33LhxA0ePHkWPHj3QrVs32NralnjfNZbQZWRk4OzZs5gwYYKk3NvbG8ePH1e5TXR0NLy9vSVlHTt2xNq1a5GZmQm5XA4ASE1NhZOTE7KystCoUSPMmjULjRs3Lna/QPZPgMyYMUOpPCIiAkZGRoXvcDkWGRmp6SG8UxiPXIyFFOORi7GQYjxylWYsGjVqhA4dOsDExAT//PMPvv/+e9y4cQPdunVTWT8jIwN///03KlWqBACoXbs2/Pz8sGfPHpX109LSsHXrVhw6dAiDBw9GrVq1FHXv3LkDV1dXpKSkICIiAtWqVUNYWBjc3d1x4MABANk/IbZu3Tq4uroq2isujSV0ycnJyMrKUmSlOWxtbZGYmKhym8TERJX1X716heTkZNjb26NOnTrYsGEDGjRogJSUFCxevBitWrXChQsXUKtWrWL1CwATJ05EcHCwYjklJQWOjo7w9vaGmZlZUXe/XMjMzERkZCS8vLwUyfT7jPHIxVhIMR65GAspxiPX24hFhQoV8Msvvyhdfw9kz+Y5Ozujd+/eOHHiBABg5syZWLx4MY4ePaqyPSMjIxw9ehQuLi749ttvoaeXm1Zt27YNFhYW6NSpEwDA2NgYS5cuRc+ePRV1LCws4OLioqiTc/avODT+W64ymUyyLIRQKius/pvlLVq0QIsWLRTrW7VqhSZNmmDp0qVYsmRJsfs1MDCAgYGBUrlcLn/vP4SMgRTjkYuxkGI8cjEWUoxHrrKMhVwuh0wmU9l+cnIybt26hTFjxsDc3BwAMHr0aCxcuBBPnz6FtbW1yjZDQkKwYcMGDBw4EFu3blW0raOjAx0dHcVyTrKXt289PT1FWUn2W2M3RVhbW0NXV1dpViwpKUlp9iyHnZ2dyvp6enqwsrJSuY2Ojg4+/PBDxMbGFrtfIiIi0j5bt25FSkoKhBA4c+YMvvvuO8k192+ytrbGBx98gOXLl+Ply5d4+fIlli9fDgcHh3yTOQAwNDTErl27kJ6ejt69eyMjI6OsdqdAGkvo9PX14ebmpnSuPDIyEi1btlS5jbu7u1L9iIgING3aNN+sVgiBmJgY2NvbF7tfIiIi0j7Lli1D1apVYWpqikGDBiEoKAhfffWVYn1gYCACAwMVy7t27cK5c+dQpUoV2Nvb49SpU9i9e3eh/RgYGGDnzp0QQqBnz56SmyjfFo2ecg0ODoafnx+aNm0Kd3d3rF69GvHx8YrgTpw4EXfv3sWmTZsAZAd+2bJlCA4OxrBhwxAdHY21a9ciPDxc0eaMGTPQokUL1KpVCykpKViyZAliYmKwfPlytfslIiIi7ZfftW858l5L5+Ligv3796vdflxcnOJvfX19/Pbbb4rlDRs2SOp6enriyZMn+W5fUhpN6Pr164eHDx9i5syZSEhIQP369bFnzx44OTkBABISEiTPhqtevTr27NmDMWPGYPny5ahcuTKWLFkimT598uQJhg8fjsTERJibm6Nx48Y4evQomjVrpna/RERERNpE4zdFBAUFKZ7MnFfe7BYA2rRpg3PnzuXb3qJFi7Bo0aIS9UtERESkTTT+019EREREVDJM6IiIiIi0HBM6IiIiIi3HhI6IiIjoDSkpKRg4cCDMzMxga2uLWbNmlai+r68v7O3tYWZmhurVq2P27Nkqt3dwcAAAzJ8/v8hj1vhNEURERETvkpEjR+LRo0eIj49HUlISOnToACcnJwwePLhY9adNm4batWvDwMAA8fHx+Pjjj1GtWjV88sknku0vX74MJycnbNy4EbVr1863P1U4Q0dERERaa/PmzZKf/Ozdu7fixwQA4KuvvsKXX36pdntpaWnYvHkzZs+eDQsLC9SuXRsjR47E2rVri12/QYMGip8Plclk0NHRUfyCVd7tAWD48OH59pcfJnRERESktdq2bYuzZ8/i2bNnEELgzz//hKGhIa5duwYAOHToENq2bYuwsDBYWFjk+/ruu+8AADdu3EBGRgYaNWqk6KNRo0a4ePGiyv7VrR8UFAQjIyNUrVoVqampGDp0aL7bN2jQIN/+8sNTrkRERKS1bG1tUbt2bRw7dgz29vZwcnJC8+bNcfjwYdja2uLy5cvw9PSEpaUlBg4cWGh7qampMDY2hp5ebopkYWGBZ8+elaj+ihUrsGzZMpw7dw67du2CpaVlvtubm5vn219+OENHREREWq1t27Y4fPiwYjauffv2OHz4MA4fPoyGDRsqkid1mJiYIC0tDa9evVKUPX36FKampiWur6Ojg6ZNm8LMzAxjx47Nd/uUlJR8+8sPEzoiIiLSam8mdO3atYOnpyeOHTuGgwcPom3btgCA0NBQmJiY5PuaM2cOAMDZ2RlyuRwXLlxQtB8TE4MGDRqo7Luo9QEgMzNTcQ2dqu0vXbpU4PaqMKEjIiIirebp6YkLFy7g+PHj+Oijj2BhYQEHBweEhoaiXbt2AIBBgwYhNTU139ekSZMAAEZGRujXrx+mTJmCp0+fIjY2FkuXLkVAQIDKvgurf+vWLWzbtg2pqal4/fo1jh8/jiVLlqBjx44qtweA1atX59tffpjQERERkVazsrKCi4sL6tWrB2NjYwBA+/btkZaWBg8PjyK3t2zZMpibm8PBwQGtWrWCv7+/5BEiPj4+ihk9deqHhITAwcEBFhYW+N///oeRI0diwoQJStu7uLgAAPz8/Ir0yBKAN0UQERFROfDmKUsAmDdvHubNm1estszMzBAeHp7v+r1796pd38nJCceOHVOrv5SUFJibm2P8+PFFHjNn6IiIiIi0HBM6IiIiIi3HhI6IiIhIyzGhIyIiItJyTOiIiIiItBwTOiIiIiItx4SOiIiISMsxoSMiIiLSckzoiIiIiLQcEzoiIiIiLceEjoiIiEjLMaEjIiIi0nJ6mh4AERER0bsuKws4dgxISADs7QEPD0BXV9OjysWEjoiIiKgA27cDo0YBd+7kljk4AIsXA716aW5cb+IpVyIiIqJ8bN8O+PpKkzkAuHs3u3z7ds2MKy8mdEREREQqZGVlz8wJobwup2z06Ox6msaEjoiIiEiFY8eUZ+beJARw+3Z2PU1jQkdERESkQkJC6dYrS0zoiIiIiFSwty/demWJCR0RERGRCh4e2XezymSq18tkgKNjdj1NY0JHREREpIKubvajSQDlpC5nOSTk3XgeHRM6IiIionz06gX8+itQpYq03MEhu5zPofv/VqxYgerVq8PQ0BBubm44VsitIkeOHIGbmxsMDQ1Ro0YNrFq1SrL+p59+goeHBywtLWFpaYkOHTrg1KlTkjrTp0+HTCaTvOzs7Ep934iIiEj79eoFxMUBhw8DYWHZ/715891J5gANJ3RbtmzB6NGjMXnyZJw/fx4eHh7w8fFBfHy8yvo3b95Ep06d4OHhgfPnz2PSpEn48ssvsW3bNkWdqKgoDBgwAIcPH0Z0dDSqVq0Kb29v3L17V9JWvXr1kJCQoHhdunSpTPeViIiItJeuLuDpCQwYkP3fd+E065s0+tNfCxcuhL+/PwICAgAAISEh2L9/P1auXIm5c+cq1V+1ahWqVq2KkJAQAEDdunVx5swZLFiwAL179wYAhIaGSrb56aef8Ouvv+LgwYMYPHiwolxPT4+zckRERFQuaCyhy8jIwNmzZzFhwgRJube3N44fP65ym+joaHh7e0vKOnbsiLVr1yIzMxNyuVxpm7S0NGRmZqJixYqS8tjYWFSuXBkGBgZo3rw55syZgxo1auQ73vT0dKSnpyuWU1JSAACZmZnIzMwseGfLqZz9fl/3Py/GIxdjIcV45GIspBiPXIxFyfZdYwldcnIysrKyYGtrKym3tbVFYmKiym0SExNV1n/16hWSk5Nhr+JBMBMmTECVKlXQoUMHRVnz5s2xadMm1K5dG/fv38fs2bPRsmVLXLlyBVZWVir7njt3LmbMmKFUHhERASMjo0L3tzyLjIzU9BDeKYxHLsZCivHIxVhIMR653udYpKWlFXtbjZ5yBQBZnvuAhRBKZYXVV1UOAPPnz0d4eDiioqJgaGioKPfx8VH83aBBA7i7u6NmzZrYuHEjgoODVfY7ceJEybqUlBQ4OjrC29sbZmZmBexh+ZWZmYnIyEh4eXmpnB193zAeuRgLKcYjF2MhxXjkYixyz/4Vh8YSOmtra+jq6irNxiUlJSnNwuWws7NTWV9PT09pZm3BggWYM2cODhw4gIYNGxY4FmNjYzRo0ACxsbH51jEwMICBgYFSuVwuf28PvByMgRTjkYuxkGI8cjEWUoxHrvc5FiXZb43d5aqvrw83NzelqdXIyEi0bNlS5Tbu7u5K9SMiItC0aVNJEL7//nvMmjUL+/btQ9OmTQsdS3p6Oq5du6bylC0RERHRu06jjy0JDg7GmjVrsG7dOly7dg1jxoxBfHw8AgMDAWSf5nzzztTAwEDcunULwcHBuHbtGtatW4e1a9di7Nixijrz58/HN998g3Xr1qFatWpITExEYmIiUlNTFXXGjh2LI0eO4ObNmzh58iR8fX2RkpKCIUOGvL2dJyIiIiolGr2Grl+/fnj48CFmzpyJhIQE1K9fH3v27IGTkxMAICEhQfJMuurVq2PPnj0YM2YMli9fjsqVK2PJkiWKR5YA2Q8qzsjIgK+vr6SvadOmYfr06QCAO3fuYMCAAUhOToaNjQ1atGiBEydOKPolIiIi0iYavykiKCgIQUFBKtdt2LBBqaxNmzY4d+5cvu3FxcUV2ufmzZvVHR4RERHRO0/jCZ22yrm7tiR3pGi7zMxMpKWlISUl5b29gPVNjEcuxkKK8cjFWEgxHrkYi9ycIifHKAomdMX07NkzAICjo6OGR0JERETlybNnz2Bubl6kbWSiOGkg4fXr17h37x5MTU0LfG5eeZbzLL7bt2+/t8/iexPjkYuxkGI8cjEWUoxHLsYie2bu2bNnqFy5MnR0inbfKmfoiklHRwcODg6aHsY7wczM7L398KnCeORiLKQYj1yMhRTjket9j0VRZ+ZyaPSxJURERERUckzoiIiIiLQcEzoqNgMDA0ybNk3lT6K9jxiPXIyFFOORi7GQYjxyMRYlw5siiIiIiLQcZ+iIiIiItBwTOiIiIiItx4SOiIiISMsxoSMiIiLSckzoSKW5c+fiww8/hKmpKSpVqoQePXrgxo0bBW4TFRUFmUym9Lp+/fpbGnXZWblyJRo2bKh44KW7uzv27t1b4DZHjhyBm5sbDA0NUaNGDaxateotjbZsFTUW5fm4yGvu3LmQyWQYPXp0gfXK67GRlzrxKM/Hx/Tp05X2y87OrsBtyuuxUdRYlOfjoqzwlyJIpSNHjmDEiBH48MMP8erVK0yePBne3t64evUqjI2NC9z2xo0bkqd829jYlPVwy5yDgwO+++47fPDBBwCAjRs3onv37jh//jzq1aunVP/mzZvo1KkThg0bhl9++QV//fUXgoKCYGNjg969e7/t4ZeqosYiR3k8Lt50+vRprF69Gg0bNiywXnk+Nt6kbjxylNfjo169ejhw4IBiWVdXN9+65f3YKEoscpTX46JMCCI1JCUlCQDiyJEj+dY5fPiwACAeP3789gamQZaWlmLNmjUq140bN07UqVNHUvbZZ5+JFi1avI2hvXUFxeJ9OC6ePXsmatWqJSIjI0WbNm3EqFGj8q37PhwbRYlHeT4+pk2bJlxdXdWuX56PjaLGojwfF2WFp1xJLU+fPgUAVKxYsdC6jRs3hr29Pdq3b4/Dhw+X9dDeuqysLGzevBnPnz+Hu7u7yjrR0dHw9vaWlHXs2BFnzpxBZmbm2xjmW6FOLHKU5+NixIgR6Ny5Mzp06FBo3ffh2ChKPHKU1+MjNjYWlStXRvXq1dG/f3/8999/+dYt78dGUWKRo7weF2WBp1ypUEIIBAcH46OPPkL9+vXzrWdvb4/Vq1fDzc0N6enp+Pnnn9G+fXtERUWhdevWb3HEZePSpUtwd3fHy5cvYWJigh07dsDFxUVl3cTERNja2krKbG1t8erVKyQnJ8Pe3v5tDLnMFCUW5f242Lx5M86dO4fTp0+rVb+8HxtFjUd5Pj6aN2+OTZs2oXbt2rh//z5mz56Nli1b4sqVK7CyslKqX56PjaLGojwfF2WFCR0V6osvvsDFixfx559/FljP2dkZzs7OimV3d3fcvn0bCxYsKBcfQGdnZ8TExODJkyfYtm0bhgwZgiNHjuSbyMhkMsmy+P8/ypK3XBsVJRbl+bi4ffs2Ro0ahYiICBgaGqq9XXk9NooTj/J8fPj4+Cj+btCgAdzd3VGzZk1s3LgRwcHBKrcpr8dGUWNRno+LssJTrlSgkSNHYvfu3Th8+DAcHByKvH2LFi0QGxtbBiN7+/T19fHBBx+gadOmmDt3LlxdXbF48WKVde3s7JCYmCgpS0pKgp6ensr/G9U2RYmFKuXluDh79iySkpLg5uYGPT096Onp4ciRI1iyZAn09PSQlZWltE15PjaKEw9VysvxkZexsTEaNGiQ776V52Mjr8JioUp5PS5KC2foSCUhBEaOHIkdO3YgKioK1atXL1Y758+f1+rTBAURQiA9PV3lOnd3d/z222+SsoiICDRt2hRyufxtDO+tKigWqpSX46J9+/a4dOmSpOzTTz9FnTp1MH78eJV38ZXnY6M48VClvBwfeaWnp+PatWvw8PBQub48Hxt5FRYLVcrrcVFqNHhDBr3DPv/8c2Fubi6ioqJEQkKC4pWWlqaoM2HCBOHn56dYXrRokdixY4f4+++/xeXLl8WECRMEALFt2zZN7EKpmjhxojh69Ki4efOmuHjxopg0aZLQ0dERERERQgjlWPz333/CyMhIjBkzRly9elWsXbtWyOVy8euvv2pqF0pNUWNRno8LVfLe1fk+HRuqFBaP8nx8fPXVVyIqKkr8999/4sSJE6JLly7C1NRUxMXFCSHer2OjqLEoz8dFWeEMHam0cuVKAICnp6ekfP369Rg6dCgAICEhAfHx8Yp1GRkZGDt2LO7evYsKFSqgXr16+OOPP9CpU6e3Newyc//+ffj5+SEhIQHm5uZo2LAh9u3bBy8vLwDKsahevTr27NmDMWPGYPny5ahcuTKWLFlSLp4lVdRYlOfjQh3v07Ghjvfp+Lhz5w4GDBiA5ORk2NjYoEWLFjhx4gScnJwAvF/HRlFjUZ6Pi7IiE+L/X3FJRERERFqJN0UQERERaTkmdERERERajgkdERERkZZjQkdERESk5ZjQEREREWk5JnREREREWo4JHREREZGWY0JHREREpOWY0BFRuVWtWjWEhIS89X6joqIgk8nw5MmTt9rv0KFD0aNHj7faJwBs2LABFhYWRd7O09MTo0ePLvXx3LhxA3Z2dnj27BmA4o+vML6+vli4cGGpt0tUHEzoiDRM1T/Cv/76KwwNDTF//nzNDKqcOH36NIYPH65Ylslk2LlzZ5HbKWpi2LJlS8VPo71NixcvxoYNG95qn+rIL8Hdvn07Zs2apVYbRUn+Jk+ejBEjRsDU1LSIIy2aqVOn4ttvv0VKSkqZ9kOkDiZ0RO+YNWvWYNCgQVi2bBnGjRun6eG8dZmZmaXWlo2NDYyMjEqtPXXp6+vDzs4OMpnsrfZrbm5eJjNRZaVixYqlnnTduXMHu3fvxqefflqq7arSsGFDVKtWDaGhoWXeF1FhmNARvUPmz5+PL774AmFhYQgICFCU//LLL2jatClMTU1hZ2eHgQMHIikpSbFe1SmlnTt3KiUUs2fPRqVKlWBqaoqAgABMmDABjRo1UqxXNQvSo0cPDB06VLG8YsUK1KpVC4aGhrC1tYWvr2+B+/TTTz/B0dERRkZG6NmzJxYuXCgZ6/Tp09GoUSOsW7cONWrUgIGBAYQQ2LdvHz766CNYWFjAysoKXbp0wb///qvYzt3dHRMmTJD09eDBA8jlchw+fBiAdGatWrVqAICePXtCJpMplv/99190794dtra2MDExwYcffogDBw5IYnLr1i2MGTMGMplMEdNbt26ha9eusLS0hLGxMerVq4c9e/YAUD0jtW3bNtSrVw8GBgaoVq0afvjhB8nYHz9+jMGDB8PS0hJGRkbw8fFBbGysYn3Oe7x//37UrVsXJiYm+Pjjj5GQkKCok3e219PTE1988QW++OILRRy/+eYbvPkT3qpmLS0sLBQzfXFxcZDJZNi+fTvatm0LIyMjuLq6Ijo6Gvl5+PAhmjVrhm7duuH69eto27YtAMDS0hIymUxxPOU93vI7toYOHYojR45g8eLFivcgLi5OZd9bt26Fq6srHBwc1Brfy5cvFe/X/v370bhxY1SoUAHt2rVDUlIS9u7di7p168LMzAwDBgxAWlqapK1u3bohPDw8376I3hYmdETviAkTJmDWrFn4/fff0bt3b8m6jIwMzJo1CxcuXMDOnTtx8+ZNSZKljtDQUHz77beYN28ezp49i6pVq2LlypVFauPMmTP48ssvMXPmTNy4cQP79u1D69at863/119/ITAwEKNGjUJMTAy8vLzw7bffKtX7559/sHXrVmzbtg0xMTEAgOfPnyM4OBinT5/GwYMHoaOjg549e+L169cAgEGDBiE8PFySnGzZsgW2trZo06aNUh+nT58GAKxfvx4JCQmK5dTUVHTq1AkHDhzA+fPn0bFjR3Tt2hXx8fEAsk8LOjg4YObMmUhISFAkUCNGjEB6ejqOHj2KS5cuYd68eTAxMVEZh7Nnz6Jv377o378/Ll26hOnTp2PKlCmS06NDhw7FmTNnsHv3bkRHR0MIgU6dOklmLNPS0rBgwQL8/PPPOHr0KOLj4zF27Nh84w8AGzduhJ6eHk6ePIklS5Zg0aJFWLNmTYHbqDJ58mSMHTsWMTExqF27NgYMGIBXr14p1btz5w48PDxQp04dbN++HbVq1cK2bdsAZF/blpCQgMWLFyttV9CxtXjxYri7u2PYsGGK98DR0VHlOI8ePYqmTZvmux95x2doaKhYN336dCxbtgzHjx/H7du30bdvX4SEhCAsLAx//PEHIiMjsXTpUkl7zZo1w6lTp5Cenl54EInKkiAijRoyZIjQ19cXAMTBgwfV2ubUqVMCgHj27JkQQoj169cLc3NzSZ0dO3aINz/izZs3FyNGjJDUadWqlXB1dVUst2nTRowaNUpSp3v37mLIkCFCCCG2bdsmzMzMREpKilrj7Nevn+jcubOkbNCgQZKxTps2TcjlcpGUlFRgW0lJSQKAuHTpkmJZT09PHD16VFHH3d1dfP3114plJycnsWjRIsUyALFjx45Cx+3i4iKWLl2abztCCNGgQQMxffp0ldsfPnxYABCPHz8WQggxcOBA4eXlJanz9ddfCxcXFyGEEH///bcAIP766y/F+uTkZFGhQgWxdetWIUT2ewxA/PPPP4o6y5cvF7a2torlIUOGiO7duyuW27RpI+rWrStev36tKBs/fryoW7euYllVTMzNzcX69euFEELcvHlTABBr1qxRrL9y5YoAIK5du6YYm7m5ubhx44aoWrWqGDlypKTPvPF4c3w5x1thx5aqY1MVV1dXMXPmTEmZuuM7cOCAomzu3LkCgPj3338VZZ999pno2LGjpO0LFy4IACIuLq7QsRGVJc7QEb0Dcq7FmTp1quLOvDedP38e3bt3h5OTE0xNTeHp6QkAilkkddy4cQPNmjWTlOVdLoyXlxecnJxQo0YN+Pn5ITQ0VOkUVHH6dHJygo2NjaTs33//xcCBA1GjRg2YmZmhevXqAHL32cbGBl5eXorrl27evIno6GgMGjSoSPv0/PlzjBs3Di4uLrCwsICJiQmuX79eaGy//PJLzJ49G61atcK0adNw8eLFfOteu3YNrVq1kpS1atUKsbGxyMrKwrVr16Cnp4fmzZsr1ltZWcHZ2RnXrl1TlBkZGaFmzZqKZXt7e8mpd1VatGghOfXu7u6u6LcoGjZsKOkXgKTvFy9e4KOPPkKPHj2wZMmSIl8/WNRjKz8vXryQzLoVZXxv7qOtrS2MjIxQo0YNSVneeFeoUAEAijVWotLEhI7oHVClShUcOXIECQkJ+PjjjyVJ3fPnz+Ht7Q0TExP88ssvOH36NHbs2AEg+1QsAOjo6EhOPQKqby7I+49Y3m0Ka8fU1BTnzp1DeHg47O3tMXXqVLi6uub7eA4hRKF9AoCxsbFSWdeuXfHw4UP89NNPOHnyJE6ePAkgd5+B7NOuv/76KzIzMxEWFoZ69erB1dVV5Vjy8/XXX2Pbtm349ttvcezYMcTExKBBgwaSflQJCAjAf//9Bz8/P1y6dAlNmzZVOh2Xo7A4qIqJqu3kcrlkvUwmy3dbdalqQ9Wx82bfOWPKOf0NAAYGBujQoQP++OMP3Llzp8jjKOqxlR9ra2s8fvxYqVyd8eXdR1XxfnOfAeDRo0cAoPQ/JERvGxM6ondE1apVceTIESQlJcHb21vxKITr168jOTkZ3333neLan7yzBDY2Nnj27BmeP3+uKMu5Fi2Hs7MzTp06JSk7c+aMUjtvXmSflZWFy5cvS+ro6emhQ4cOmD9/Pi5evIi4uDgcOnRI5T7VqVOn0D5VefjwIa5du4ZvvvkG7du3R926dVX+I92jRw+8fPkS+/btQ1hYGD755JMC25XL5UozU8eOHcPQoUPRs2dPNGjQAHZ2dkoX3Ovr66uc0XJ0dERgYCC2b9+Or776Cj/99JPKfl1cXPDnn39Kyo4fP47atWtDV1cXLi4uePXqlSJpzYnB33//jbp16xa4T4U5ceKE0nKtWrWgq6sLQPk9j42NLdZsk46ODn7++We4ubmhXbt2uHfvnmKdvr4+ABQ6K1jQsZXfe5BX48aNcfXq1SKNryQuX74MBwcHWFtbl0p7RMXFhI7oHeLg4ICoqCg8fPgQ3t7eePr0KapWrQp9fX0sXboU//33H3bv3q307K7mzZvDyMgIkyZNwj///IOwsDCl55GNHDkSa9euxcaNGxEbG4vZs2fj4sWLkhmgdu3a4Y8//sAff/yB69evIygoSDJD8vvvv2PJkiWIiYnBrVu3sGnTJrx+/RrOzs4q92fkyJHYs2cPFi5ciNjYWPz444/Yu3dvoafjLC0tYWVlhdWrV+Off/7BoUOHEBwcrFTP2NgY3bt3x5QpU3Dt2jUMHDiwwHarVauGgwcPIjExUZEgfvDBB9i+fTtiYmJw4cIFDBw4UGkWplq1ajh69Cju3r2L5ORkAMDo0aOxf/9+3Lx5E+fOncOhQ4fyTb6++uorHDx4ELNmzcLff/+NjRs3YtmyZYobGmrVqoXu3btj2LBh+PPPP3HhwgV88sknqFKlCrp3717gPhXm9u3bCA4Oxo0bNxAeHo6lS5di1KhRivXt2rXDsmXLcO7cOZw5cwaBgYFKM1Pq0tXVRWhoKFxdXdGuXTskJiYCyD6lLpPJ8Pvvv+PBgwdITU1V2rawY6tatWo4efIk4uLikJycrPQe5ejYsSOio6NVJn/5ja8kjh07Bm9v7xK3Q1RSTOiI3jE5p1+fPHkCLy8vyOVybNiwAf/3f/8HFxcXfPfdd1iwYIFkm4oVK+KXX37Bnj170KBBA4SHh2P69OmSOoMGDcLEiRMxduxYNGnSRHGn7JvXG/3vf//DkCFDMHjwYLRp0wbVq1dXPHICyH6cxfbt29GuXTvUrVsXq1atQnh4OOrVq6dyX1q1aoVVq1Zh4cKFcHV1xb59+zBmzBiV1zi9SUdHB5s3b8bZs2dRv359jBkzBt9//73KuoMGDcKFCxfg4eGBqlWrFtjuDz/8gMjISDg6OqJx48YAgEWLFsHS0hItW7ZE165d0bFjRzRp0kSy3cyZMxEXF4eaNWsqTq1lZWVhxIgRqFu3Lj7++GM4OztjxYoVKvtt0qQJtm7dis2bN6N+/fqYOnUqZs6cKblTef369XBzc0OXLl3g7u4OIQT27NlT7OQqx+DBg/HixQs0a9YMI0aMwMiRIyUPW/7hhx/g6OiI1q1bY+DAgRg7dmyJnt2np6enOCZyHv1RpUoVzJgxAxMmTICtrS2++OILpe0KO7bGjh2rmM20sbHJ9xrHTp06QS6XSx49U9j4iuvly5fYsWMHhg0bVuw2iEqLTJT0Agwi0lpeXl6ws7PDzz///Nb6HDZsGK5fv45jx469tT7fV56enmjUqJFGfv5Mk1asWIFdu3Zh//79ZdrP8uXLsWvXLkRERJRpP0Tq0NP0AIjo7UhLS8OqVavQsWNH6OrqIjw8HAcOHEBkZGSZ9rtgwQJ4eXnB2NgYe/fuxcaNG/OdySIqDcOHD8fjx4/x7NmzMv35L7lcnu+NMERvG2foiN4TL168QNeuXXHu3Dmkp6fD2dkZ33zzDXr16lWm/fbt2xdRUVF49uwZatSogZEjRyIwMLBM+6Rs7+sMHdH7iAkdERERkZbjTRFEREREWo4JHREREZGWY0JHREREpOWY0BERERFpOSZ0RERERFqOCR0RERGRlmNCR0RERKTlmNARERERabn/B0Do2oNPjQBkAAAAAElFTkSuQmCC) 🔍 **Tõlgendus**: - Lähemal asuvad punktid (nt Exit A) saavad suurema kaalu. - Kaugemal asuvad punktid (nt Exit B) on vähem mõjukad. Kas soovid nüüd lisada ka **mitu gravitatsioonipunkti** või arvestada muid tegureid (nt liiklus, maastik, tõkked)? Väga hea küsimus! Kui soovid väljapääsupunktide kaale realistlikumalt modelleerida, siis lisaks kaugusele gravitatsioonipunktist võiks arvesse võtta ka mitmeid **täiendavaid tegureid**, mis mõjutavad ligipääsetavust, atraktiivsust või kasutatavust. Siin on mõned olulisemad: --- ### 🚗 **Liiklussagedus** - **Kõrge liiklussagedus** võib tähendada kas: - _suurt atraktiivsust_ (nt oluline teeühendus), või - _kitsaskohta_ (nt ummikud, aeglane liikumine). - Võib kasutada näiteks liiklusvoo andmeid (nt autod/h) ja modelleerida mõju kas positiivselt või negatiivselt. ### 🛣️ **Teekatte tüüp ja kvaliteet** - Asfalt, kruus, metsatee – mõjutab liikumiskiirust ja mugavust. - Võib anda teekattele **kvaliteedihinde** (nt 1–5) ja kasutada seda kaalu korrutustegurina. ### 🧭 **Tee otsekohesus või keerukus** - Kui tee on väga käänuline või läbib keerulist maastikku, võib tegelik liikumisaeg olla suurem kui geomeetriline kaugus. - Võib kasutada **aeg-põhist kaugust** (nt minutid, mitte kilomeetrid). ### 🏞️ **Maastikutakistused** - Jõed, mäed, metsad, raudteed – võivad vähendada ligipääsetavust. - Võib lisada **takistusteguri** (nt 0.5–1.0), mis korrigeerib kaalu. ### 🧍‍♂️ **Inimeste liikumise eelistused** - Mõned väljapääsud võivad olla populaarsemad sotsiaalsete või kultuuriliste põhjuste tõttu. - Võib kasutada **kasutusstatistikat** või **eelistusindeksit**. ### 🅿️ **Parkimisvõimalused või ühistranspordi ligipääs** - Mõjutab, kui mugav on väljapääsu kasutada. --- ### 📊 Kaalude kombineerimine Kaalu saab modelleerida näiteks nii: $$w_i = \frac{q_i \cdot t_i \cdot a_i}{d_i^2}$$ kus: - $d_i$ – kaugus (km) - $q_i$ – teekatte kvaliteet (nt 1–5) - $t_i$ – liiklussageduse mõju (nt 0.5–2.0) - $a_i$ – takistustegur või atraktiivsuse koefitsient --- Kui soovid, võin aidata koostada ka **täieliku valemi** või **simulatsiooni**, kus need tegurid on kombineeritud. Kas sul on mõni konkreetne piirkond või andmestik, mille põhjal soovid seda teha? Simulatsiooni koostamiseks, mis arvestab mitut tegurit väljapääsupunktide kaalude määramisel, võiksime järgida järgmisi samme: --- ### 🧩 **1. Defineeri simulatsiooni sisendid** Iga väljapääsupunkti kohta on vaja järgmisi andmeid: - **Kaugus** gravitatsioonipunktist (km) - **Liiklussagedus** (nt autod/h või kategooria: madal, keskmine, kõrge) - **Teekatte tüüp/kvaliteet** (nt asfalt = 1.0, kruus = 0.7, metsatee = 0.4) - **Takistustegur** (nt jõgi = 0.5, puudub = 1.0) - **Atraktiivsuse indeks** (nt 1–5, põhineb kasutusstatistikal või hinnangul) --- ### 🧮 **2. Koosta kaalude valem** Näiteks: $$w_i = \frac{a_i \cdot q_i \cdot t_i \cdot r_i}{d_i^2}$$ kus: - $d_i$ – kaugus (km) - $a_i$ – atraktiivsus (1–5) - $q_i$ – teekatte kvaliteet (0.4–1.0) - $t_i$ – liiklussageduse mõju (0.5–1.5) - $r_i$ – takistustegur (0.5–1.0) --- ### 🧪 **3. Simulatsiooni läbiviimine** - Loome andmestiku 3–5 väljapääsupunktiga. - Arvutame igaühe kaalu ülaltoodud valemi alusel. - Visualiseerime tulemused (nt tulpdiagramm, punktdiagramm või kaardil). --- ### 📊 Kas soovid, et teeksin kohe ühe **näidissimulatsiooni** nende teguritega? Kui jah, siis palun kinnita või täpsusta, kas soovid: - **Minu poolt loodud näidisandmeid**, või - **Oma andmeid** (võid anda iga väljapääsupunkti kohta info: kaugus, liiklus, teekate, takistus, atraktiivsus) Kui soovid, võin kohe alustada näidisandmetega. Kas sobib? Siin on näidisandmetel põhinev simulatsioon viie väljapääsupunkti kohta, kus igaühe kaalu arvutamisel on arvesse võetud: - **Kaugus** gravitatsioonipunktist (km) - **Liiklussageduse mõju** (0.5–1.5) - **Teekatte kvaliteet** (0.4–1.0) - **Takistustegur** (0.5–1.0) - **Atraktiivsus** (1–5) Kaal arvutati valemiga: $$w = \frac{a \cdot q \cdot t \cdot r}{d^2}$$ ### 📊 Tulemuste visualiseerimine: ![Väljapääsupunktide kaalud gravitatsioonimudelis](data:image/png;base64,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) 🔍 **Tõlgendus**: - **Exit C** sai suurima kaalu – see on kõige atraktiivsem, parima teekattega ja lähim punkt. - **Exit E** sai väikseima kaalu – see on kaugeim, madala kvaliteediga ja vähese atraktiivsusega. --- Kas soovid nüüd: - muuta mõnda tegurit ja vaadata, kuidas see mõjutab tulemusi? - lisada ka **mitu gravitatsioonipunkti**? - salvestada tulemused tabelina (nt Exceli faili)? Siin on kolm erinevat visualiseeringut, mis aitavad mõista väljapääsupunktide kaalude ja tegurite mõju: --- ### 📊 1. **Tulpdiagramm** – Väljapääsupunktide kaalud See näitab, millised väljapääsud on kõige mõjukamad, arvestades kaugust ja muid tegureid: ![Tulpdiagramm väljapääsupunktide kaaludest](data:image/png;base64,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) --- ### 🕸️ 2. **Radar-graafik** – Tegurite võrdlus iga väljapääsu kohta See graafik näitab, kuidas iga väljapääsupunkti omadused (liiklus, teekate, takistused, atraktiivsus) omavahel võrreldavad on: ![Radar-graafik tegurite võrdluseks](data:image/png;base64,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) --- ### ⚫ 3. **Punktdiagramm** – Kaugus vs kaal See aitab mõista, kuidas kaugus mõjutab kaalu, arvestades ka teisi tegureid: ![Punktdiagramm kauguse ja kaalu vahel](data:image/png;base64,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) --- Kas soovid ka: - neid andmeid Exceli või CSV-failina? - lisada veel tegureid (nt ajakulu, ühistranspordi ligipääs)? - teha simulatsiooni mitme gravitatsioonipunktiga? Anna teada, kuidas soovid edasi liikuda! Siin on Exceli fail, mis sisaldab väljapääsupunktide andmeid ja arvutatud kaale: 📄 [Laadi alla Exceli fail: _exit_weights.xlsx_]() Failis on järgmised veerud: - **Exit** – väljapääsupunkti nimi - **Distance_km** – kaugus gravitatsioonipunktist - **Traffic_factor** – liiklussageduse mõju - **Road_quality** – teekatte kvaliteet - **Obstacle_factor** – takistustegur - **Attractiveness** – atraktiivsus - **Weight** – arvutatud kaal Kas soovid nüüd: - lisada veel punkte või tegureid? - teha simulatsiooni mitme gravitatsioonipunktiga? - koostada aruande või kaardipõhise visualiseeringu? Jah, kindlasti saab lisada mitu gravitatsioonipunkti! See muudab simulatsiooni veelgi realistlikumaks, eriti kui piirkonnas on mitu tõmbekeskust (nt linnad, keskused, sõlmpunktid). --- ### 🧭 **Kuidas see töötab mitme gravitatsioonipunktiga?** Iga väljapääsupunkt saab **kogukaalu**, mis on mõjutatud **kõigist gravitatsioonipunktidest**. Näiteks: #### 1. **Kaugus iga gravitatsioonipunktini**: Arvutame kauguse iga väljapääsupunkti ja iga gravitatsioonipunkti vahel. #### 2. **Kaal iga gravitatsioonipunkti suhtes**: Kasutame sama valemit iga gravitatsioonipunkti puhul: $$w_{ij} = \frac{a_i \cdot q_i \cdot t_i \cdot r_i}{d_{ij}^2}$$ kus: - $w_{ij}$ – väljapääsupunkti $i$ kaal gravitatsioonipunkti $j$ suhtes - $d_{ij}$ – kaugus väljapääsupunktist $i$ gravitatsioonipunktini $j$ #### 3. **Summeerimine**: Lõplik kaal väljapääsupunktile on: $$W_i = \sum_j w_{ij}$$ --- ### 📊 Kas soovid, et teeksin kohe näidissimulatsiooni näiteks **2 gravitatsioonipunktiga** ja **5 väljapääsupunktiga**? Kui jah, siis kas sobib, et loon ka gravitatsioonipunktidele koordinaadid ja kaugused automaatselt? Näidissimulatsioon mitme gravitatsioonipunktiga on valmis! --- ### 📄 **Exceli fail** – sisaldab iga väljapääsupunkti: - Kaugust mõlemast gravitatsioonipunktist - Tegureid: liiklus, teekatte kvaliteet, takistus, atraktiivsus - Arvutatud kaalud iga gravitatsioonipunkti suhtes - Summeeritud kogukaalu 👉 [Laadi alla Exceli fail: _exit_weights.xlsx_]() --- ### 📊 **Tulpdiagramm** – väljapääsupunktide kogukaalud kahe gravitatsioonipunkti suhtes: ![Väljapääsupunktide kogukaalud](data:image/png;base64,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) --- Kas soovid nüüd: - lisada rohkem gravitatsioonipunkte? - muuta tegurite väärtusi või valemit? - visualiseerida tulemusi kaardil (geograafiliselt)? Siin on geograafiline visualiseering väljapääsupunktidest ja kahest gravitatsioonipunktist: ![Geograafiline kaart väljapääsupunktide ja gravitatsioonipunktidega](data:image/png;base64,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) ### 🗺️ Selgitus: - **Sinised ringid**: väljapääsupunktid – nende **suurus** näitab kaalu (mida suurem, seda olulisem). - **Punased X-id**: gravitatsioonipunktid (tõmbekeskused). - **Hallid jooned**: ühendused väljapääsupunktide ja gravitatsioonipunktide vahel. See kaart aitab visuaalselt mõista, millised väljapääsud on kõige mõjukamad ja kuidas nad paiknevad ruumis gravitatsioonipunktide suhtes. Kas soovid nüüd: - lisada reaalseid koordinaate (nt Eesti linnade põhjal)? - muuta kaalu arvutamise loogikat? - luua interaktiivse kaardi (nt HTML-kaardina)? Siin on geograafiline visualiseering, kus väljapääsupunktid on paigutatud vastavalt **reaalsetele kaugustele kilomeetrites** kahe gravitatsioonipunkti suhtes: ![Väljapääsupunktide kaardivisualiseering reaalsete kaugustega](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAA9oAAAGYCAYAAAC9GJoJAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjkuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8hTgPZAAAACXBIWXMAAA9hAAAPYQGoP6dpAADyIUlEQVR4nOzdd3hUZfbA8e9M2kx675BAAiQEAiR0CB1CEUWKCIrUVQTXVXTtrm1Xd3XdVVdFRRQRe8MCS6/Sa6ihQwIhgZRJLzOZ+/sjv7mbSSaQQEISOJ/n4dHcuXPnvTO3nXvee16NoigKQgghhBBCCCGEqBfaxm6AEEIIIYQQQghxM5FAWwghhBBCCCGEqEcSaAshhBBCCCGEEPVIAm0hhBBCCCGEEKIeSaAthBBCCCGEEELUIwm0hRBCCCGEEEKIeiSBthBCCCGEEEIIUY8k0BZCCCGEEEIIIeqRBNpCCCGEEEIIIUQ9kkBbXNWdd96JXq/HYDDUOM8999yDg4MDGRkZvPjii2g0GjIzM9mwYQMajYbvv/++2ns0Gg0vvvii+rdl3g0bNtT/SlQRHh7ObbfdBsC0adNwdXW1OV/l1xYtWoRGo2H37t0N3r7GUtt1XL58udVvV1l4eDjTpk276mfdyN+7KXyuLY25D1wryzZy9uzZJr3M5uzs2bNoNBoWLVqkTtu6dSsvvvjiFY/DV3Ol/fZa2tSYpk2bRnh4eGM3Q3UrHDtrS6PR8NBDD111vvrYpq/XjBkzGD58eKN9fm3VdtuoT7Xdzipf84mra2rf68KFCwkJCaGwsLBBP+dWJYG2uKqZM2dSUlLCl19+afP13NxcfvrpJ2677TYCAgKYNWsW27Ztw9PTk7i4OLZt28agQYOu+jmWeePi4up7Far56aefePPNNwF4/vnnWb9+vc35Kr82atQotm3bRnR0dIO3r6lbvnw5L730ks3XfvrpJ55//vkb3KLau5HbWV015bZZWPaDoKCgJr3M5iwoKIht27YxatQoddrWrVt56aWXrjvQrmm/vZY2Nabnn3+en376qbGbUWfN+dhZ3+pjm74e+/bt47PPPuOvf/1ro3y+EE3B1KlTcXFx4fXXX2/sptyU7Bu7AaLpGzFiBMHBwXzyySfMmTOn2utfffUVxcXFzJw5E4DQ0FBCQ0MBcHd3p2fPnrX6nLrMe726dOmi/n9ERAQRERE256v8mp+fH35+fjekfc1Z5e+2KbqR21ldNeW2FRcXo9PpGmQ/aK77ltFoRKPRYG9fv6dSJyenJrcdNLU21XTMbs6a+rHzZvP3v/+d7t2707Vr1yvO11D7uRBNgb29PQ888ACvvPIKTz75JM7Ozo3dpJuKZLTFVdnZ2TF16lT27NnDwYMHq73+6aefEhQUxIgRI8jIyODBBx8kOjoaFxcXXFxc6NOnD8uXL7/q59jqTrN7927uvvtuwsPD0ev1hIeHM2nSJM6dO2f1Xku3vdWrVzN9+nS8vb1xcXFh9OjRnD592mrelStXcvvttxMaGoqTkxMBAQFMmTKFtLQ0q/mOHz/OtGnTiIyMRK/X4+HhwbBhw9i+fbvVfGazmb/+9a+0a9cOvV6Pp6cnsbGxvP322+o8NXVztHQNqszS7e7DDz+kbdu2ODk50b59e77++uurvrfyd1G5G66lq/yKFSuIi4tDr9cTFRXFJ598Uu39VV28eJH4+HjatGnDiRMnmDZtGu+9957aVss/y+fZ6uKWnJzM8OHDcXZ2xtfXl9mzZ5Ofn2/z89asWcPgwYNxd3fH2dmZPn36sHbt2iu28fLlyzg6OtrMBiUnJ6PRaHjnnXcA29vZ6dOnufvuuwkODla3icGDB7N//351nqrdvC2qru/ly5eZM2cO7du3x9XVFX9/fwYNGsTmzZuvuA7X0zaAb775hl69euHi4oKrqyuJiYns27ev2mfs3r2b22+/HW9vb3Q6HV26dOHbb7+1mseyDa1atYoZM2bg5+eHs7MzpaWlNrevAQMG0KFDB7Zt20bv3r3VffXTTz8FYNmyZcTFxeHs7EzHjh1ZsWKFzc+ztcxdu3aRkJCAs7MzrVu35u9//ztms9nq/Xl5eTz++OO0atUKR0dHQkJCeOSRR2rVFU5RFF599VXCwsLQ6XR07dqV1atXM2DAAAYMGFDtt/n888957LHHCAkJwcnJiZMnT9bqNzcajfj7+zNlypRqbTAYDOj1eubNmwdU76b94osv8uc//xmAVq1aqfucZTv55ptvGDZsGEFBQej1eqKjo3nqqaes1v9q++13331Hjx498PDwUL/rGTNmqO+vqev477//zuDBg3Fzc8PZ2ZnevXuzbNmyaut46NAh7rjjDry8vNDpdHTu3JnPPvvMah7Ld/zVV1/x7LPPEhwcjLu7O0OGDOHYsWNW89o6psqxs+7HTqj/c5jF559/TnR0NM7OznTq1InffvvN6n1X2qahdse02h4fq8rIyOCnn36qtj9eaT+H2n3HJ0+eZPr06bRp0wZnZ2dCQkIYPXp0teunkpISHnvsMTp37oyHhwfe3t706tWLn3/++Ypth9r9ZgAnTpxg8uTJ+Pv74+TkRHR0tLoNVlaX7aw2kpOTad26NT169ODSpUsAvPfee/Tr1w9/f39cXFzo2LEjr7/+Okaj0eq9NXWTr3pMBjh8+DDDhg3D2dkZPz8/5s6dy7Jly6ptS7VdZnP8Xq/3/AsVj3/m5eVVO1aK6ye350StzJgxg7///e988skn/Pvf/1anHzlyhJ07d/LUU09hZ2dHVlYWdnZ2vPTSSwQEBJCfn8/SpUsZPXo0a9eurXaQvJqzZ8/Srl077r77bry9vbl48SLz58+nW7duHDlyBF9fX6v5Z86cydChQ/nyyy9JTU3lueeeY8CAARw4cABPT0+g4iTYp08f/vCHP+Dh4cHZs2f517/+xaBBgzh48CAODg4AXLhwAT8/P15//XV8fX3Jzs7ms88+Y9CgQezbt4927doB8Prrr/Piiy/y3HPP0a9fP4xGI8nJydfVHe6XX35h/fr1vPzyy7i4uPD+++8zadIk7O3tGT9+/DUtMykpiccee4ynnnqKgIAAPv74Y2bOnElkZCT9+vWz+Z5Dhw4xcuRIQkND2bZtG76+vjz//PMUFhby/fffs23bNnXemrr9ZmRk0L9/fxwcHHj//fcJCAjgiy++sPkM35IlS7jvvvu44447+Oyzz3BwcODDDz8kMTGRlStXMnjwYJuf4efnx2233cZnn33GSy+9hFb7v3uIn376KY6Ojtxzzz01fjcjR46kvLyc119/nZYtW5KZmcnWrVuv6TfMzs4G4IUXXiAwMJCCggJ++uknBgwYcE37QG3a9uqrr/Lcc88xffp0nnvuOcrKynjjjTdISEhg586dtG/fHoD169czfPhwevTowQcffICHhwdff/01EydOpKioqNqFyIwZMxg1ahSff/45hYWF6r5hS3p6OtOnT+eJJ54gNDSU//znP8yYMYPU1FS+//57nnnmGTw8PHj55ZcZM2YMp0+fJjg4+Irrnp6ezj333MNjjz3GCy+8wE8//cTTTz9NcHAw9913HwBFRUX079+f8+fP88wzzxAbG8vhw4f5y1/+wsGDB1mzZk2NgQDAs88+y2uvvcb999/P2LFjSU1NZdasWRiNRtq2bVtt/qeffppevXrxwQcfoNVq8ff35/Lly8CVf3MHBwfuvfdePvjgA9577z3c3d3VZX711VeUlJQwffp0m22cNWsW2dnZ/Oc//+HHH39U9zXL73rixAlGjhzJI488gouLC8nJyfzjH/9g586drFu3DuCK++22bduYOHEiEydO5MUXX0Sn03Hu3Dn1vTXZuHEjQ4cOJTY2loULF+Lk5MT777/P6NGj+eqrr5g4cSIAx44do3fv3vj7+/POO+/g4+PDkiVLmDZtGhkZGTzxxBNWy33mmWfo06cPH3/8MXl5eTz55JOMHj2ao0ePYmdnd8U2ybGzbsdOaJhz2LJly9i1axcvv/wyrq6uvP7669x5550cO3aM1q1bX3Wbru0x7VqP3atWrcJoNDJw4ECbr9vaz2v7HaelpeHj48Pf//53/Pz81GuHHj16WF07lJaWkp2dzeOPP05ISAhlZWWsWbOGsWPH8umnn6rHOFtq85sdOXKE3r1707JlS958800CAwNZuXIlDz/8MJmZmbzwwgtA3baz2ti4cSN33nkn/fr148svv1QzpKdOnWLy5MnqDdGkpCT+9re/kZycXKsbV1VdvHiR/v374+Liwvz58/H39+err7665nZD8/xe4frPv4GBgURFRbFs2TKrG6yiHihC1FL//v0VX19fpaysTJ322GOPKYBy/Phxm+8xmUyK0WhUBg8erNx5551WrwHKCy+8oP69fv16BVDWr19fYxtMJpNSUFCguLi4KG+//bY6/dNPP1WAap+xZcsWBVD++te/2lye2WxWjEajcu7cOQVQfv755yt+dllZmdKmTRvl0UcfVaffdtttSufOnWt8n6IoytSpU5WwsLBq01944QWl6m4IKHq9XklPT7f67KioKCUyMvKK71WU/30XZ86cUaeFhYUpOp1OOXfunDqtuLhY8fb2Vh544IFq7921a5eyevVqxd3dXRk/frxSXFxs9Rlz5861+dmWz5o6dar695NPPqloNBpl//79VvMNHTrU6vcuLCxUvL29ldGjR1vNV15ernTq1Enp3r27zc+z+OWXXxRAWbVqlTrNZDIpwcHByrhx49RpVbezzMxMBVDeeuutKy6/6vZa0/pWdT37QG3alpKSotjb2yt//OMfrabn5+crgYGByl133aVOi4qKUrp06aIYjUareW+77TYlKChIKS8vVxTlf9vBfffdV+3zbG1f/fv3VwBl9+7d6rSsrCzFzs5O0ev1yoULF9Tp+/fvVwDlnXfeqdUyd+zYYfX57du3VxITE9W/X3vtNUWr1Sq7du2ymu/7779XAGX58uXV1sEiOztbcXJyUiZOnGg1fdu2bQqg9O/fX51m+W369etX4/IsavrNDxw4oADKRx99ZDV/9+7dlfj4ePXvM2fOKIDy6aefqtPeeOONat+RLZZj2saNGxVASUpKUl+rab/95z//qQCKwWCocbm22tSzZ0/F399fyc/Pt1r3Dh06KKGhoYrZbFYURVHuvvtuxcnJSUlJSbFa5ogRIxRnZ2f1cy3f8ciRI63m+/bbbxVA2bZtmzrN1jFVjp3XduxsiHNYQECAkpeXp05LT09XtFqt8tprr6nTatqma3tMq+2x25YHH3xQ0ev16jZqUdN+fj3fcU3XDrbmMxqNysyZM5UuXbpYvVZ126jNb5aYmKiEhoYqubm5VtMfeughRafTKdnZ2Yqi1H47q4llG7h8+bLy+eefK46OjsrDDz+snk9sKS8vV4xGo7J48WLFzs5ObYutdbXo37+/1TH5z3/+s6LRaJTDhw9XW++q7a7tMpvj93q951+Le+65RwkICLhim0TdSddxUWszZ84kMzOTX375BQCTycSSJUtISEigTZs26nwffPABcXFx6HQ67O3tcXBwYO3atRw9erTOn1lQUMCTTz5JZGQk9vb22Nvb4+rqSmFhoc3lVc1a9u7dm7CwMKtiZ5cuXWL27Nm0aNFCbV9YWBiA1TJNJhOvvvoq7du3x9HREXt7exwdHTlx4oTVfN27dycpKYk5c+awcuVK8vLy6ryeVQ0ePJiAgAD1bzs7OyZOnMjJkyc5f/78NS2zc+fOtGzZUv1bp9PRtm3bat3wAT777DNGjhzJrFmz+Pbbb9HpdNf0mVCRRY2JiaFTp05W0ydPnmz199atW8nOzmbq1KmYTCb1n9lsZvjw4ezateuKXYFHjBhBYGCg2l0KKh4TSEtLu+IdWm9vbyIiInjjjTf417/+xb59+6p1Ta6r+toHatO2lStXYjKZuO+++6y+N51OR//+/dXucydPniQ5OVndRyrPO3LkSC5evFite+64ceNq3dagoCDi4+Ot2u7v70/nzp2t7pxbigna2u6qCgwMpHv37lbTYmNjrd7722+/0aFDBzp37my1TomJiVet7Lp9+3ZKS0u56667rKb37NmzxorWNX0ntfnNO3bsSHx8vNU2evToUXbu3HldWYTTp08zefJkAgMDsbOzw8HBgf79+6vLv5pu3boBcNddd/Htt99y4cKFq76nsLCQHTt2MH78eKtRG+zs7JgyZQrnz59Xt6d169YxePBgWrRoYbWMadOmUVRUZJXdBbj99tut/o6NjQVqt83IsbPux86GOIcNHDgQNzc39e+AgAD8/f1r9RvW9ph2PcfutLQ0/Pz8auztUnU/r8t3XNtrB6h4ZKNPnz64urqqx42FCxdedb+92m9WUlLC2rVrufPOO3F2dq52vC8pKVEfg6vtdnY1f/vb35g2bRp///vfefvtt616lkFF8bnbb78dHx8f9Th13333UV5ezvHjx+v0WVCR4e3QoYPau8Fi0qRJdV6WRXP8XqF+zr/+/v5cunQJk8lUp/aJK5NAW9Ta+PHj8fDwUC8Sly9fTkZGhloEDeBf//oXDz74ID169OCHH35g+/bt7Nq1i+HDh1NcXFznz5w8eTLvvvsus2bNYuXKlezcuZNdu3bh5+dnc3mBgYE2p2VlZQEVz98MGzaMH3/8kSeeeIK1a9eyc+dO9cBYeZnz5s3j+eefZ8yYMfz666/s2LGDXbt20alTJ6v5nn76af75z3+yfft2RowYgY+PD4MHD76uYcBqWg9AXZe68vHxqTbNycnJ5vf49ddfo9frmTVr1hW73dZGVlbWFdfHIiMjA6jYzhwcHKz+/eMf/0BRFLVbti329vZMmTKFn376Se3mtWjRIoKCgkhMTKzxfRqNhrVr15KYmMjrr79OXFwcfn5+PPzww9f0LFV97gO1aZvle+vWrVu17+2bb75RhwaxzPf4449Xm89S5LDqMCJ1qQLu7e1dbZqjo2O16Y6OjkDFBcvV1GabzcjI4MCBA9XWyc3NDUVRrjg0imVfqhyYWdiaBra/k7r85jNmzGDbtm0kJycDFY82ODk5XfPFYUFBAQkJCezYsYO//vWvbNiwgV27dvHjjz8C1Gqb69evH0uXLlWDm9DQUDp06MBXX31V43tycnJQFMXm92G5sLN8v1lZWbWaz6Lq7+7k5FTrdZFjZ92PnQ1xDqvLd1ZVbY9p13PsthR3rEnV7bUu33Ftrx1+/PFH7rrrLkJCQliyZAnbtm1j165dzJgx46rHx6v9ZllZWZhMJv7zn/9Ua+/IkSOB/x3va7udXc2SJUsICQnh7rvvrvZaSkoKCQkJXLhwgbfffpvNmzeza9cu9bnma7k+zMrKqtOxuzaa2/dqUR/nX51Oh6IotTo3i9qTZ7RFren1eiZNmsSCBQu4ePEin3zyCW5ubkyYMEGdZ8mSJQwYMID58+dbvfdaApbc3Fx+++03XnjhBZ566il1uuW5JlvS09NtTouMjAQqnptLSkpi0aJFTJ06VZ3HUuikMsvzWK+++qrV9MzMTPV5b6gI8ObNm8e8efMwGAysWbOGZ555hsTERFJTU3F2dkan01FaWlrtM2oKAmpaD/jfBYzlIqG0tFS9EL3SMuviiy++4Pnnn6d///6sWrWKzp07X/OyfHx8rrg+Fpbn7f/zn//UWN34aifQ6dOn88Ybb6jPHf/yyy888sgjV32uMywsjIULFwIVRfC+/fZbXnzxRcrKyvjggw+AiotEW79h1Yv3+twHatM2y/f2/fffqz0zbLHM9/TTTzN27Fib81ieHbS43kDhRvD19UWv19f4jF/VOg6VWfYly0V0Zenp6Taz2ra+k7r85pMmTWLevHksWrSIv/3tb3z++eeMGTMGLy+vGtt5JevWrSMtLY0NGzaoWWygzs/X3nHHHdxxxx2Ulpayfft2XnvtNSZPnkx4eDi9evWqNr+XlxdarZaLFy9We81SWNLy3fv4+NRqvvogx866Hzsb4hx2PWp7TIPaHbtr+oy9e/fW+HrV/bwu33Ftrx2WLFlCq1at+Oabb6w+z9b3XNXVfjMvLy+1d8ncuXNtLqNVq1ZA7bezq1mxYgUTJ04kISGBtWvXWv12S5cupbCwkB9//NFquq2idVfa1iofK3x8fGo8dl/rMpvb91qfsrOzcXJysuqhJK6fZLRFncycOZPy8nLeeOMNli9fzt13321VkEGj0VhduAAcOHCgWtfA2tBoNCiKUm15H3/8MeXl5Tbf88UXX1j9vXXrVs6dO6cWoLKczKou88MPP7T5+VXnW7Zs2RW7VXp6ejJ+/Hjmzp1Ldna2VTXZS5cuWZ0UysrKWLlypc3lrF271mre8vJyvvnmGyIiItSh0yxBwIEDB6ze++uvv9bYvtry9vZmzZo1REdHM3DgwGqV1uuSYRo4cCCHDx8mKSnJanrVcdn79OmDp6cnR44coWvXrjb/We7G1iQ6OpoePXrw6aef8uWXX1JaWlpjgamatG3blueee46OHTtaXYiFh4dX+67XrVtHQUGB1bT63Adq07bExETs7e05depUjd8bVATRbdq0ISkpqcb5Knf1bC5uu+02Tp06hY+Pj811qqkLOECPHj1wcnLim2++sZq+ffv2WnVxtajLb+7l5cWYMWNYvHgxv/32G+np6bXqNl7TPleXY1pt9lsnJyf69+/PP/7xDwCblesBXFxc6NGjBz/++KPV8sxmM0uWLCE0NFQtJjd48GD1hkBlixcvxtnZuV6HDZNj57UdOy3q6xxWGzV9F7U9plVV07HblqioKLKyssjNza1VW+vyHdf22kGj0eDo6GgVZKenp9eq6nhltn4zZ2dnBg4cyL59+4iNjbXZXsuNp9puZ1cTFhbG5s2bcXJyIiEhgRMnTlitK1gfpxRFYcGCBdWWY+tce/z48WqPNvXv359Dhw5x5MgRq+m2KmfXdpmVNYfvtT6dPn26Wjd8cf0koy3qpGvXrsTGxvLWW2+hKIpVt3GouOh95ZVXeOGFF+jfvz/Hjh3j5ZdfplWrVnV+7sPd3Z1+/frxxhtv4OvrS3h4OBs3bmThwoVWd4Ur2717N7NmzWLChAmkpqby7LPPEhISonaNjYqKIiIigqeeegpFUfD29ubXX39l9erV1ZZ12223sWjRIqKiooiNjWXPnj288cYb6sWaxejRo+nQoQNdu3bFz8+Pc+fO8dZbbxEWFqY+uz5x4kT+8pe/cPfdd/PnP/+ZkpIS3nnnnRpvGPj6+jJo0CCef/55tXJucnKy1Qlk5MiReHt7M3PmTF5++WXs7e1ZtGgRqampdfqea+Lm5saKFSsYO3YsQ4cO5ZdfflErtHbs2BGAf/zjH4wYMQI7OztiY2NtXsw98sgjfPLJJ4waNYq//vWvauVNS9dZC1dXV/7zn/8wdepUsrOzGT9+vFrROSkpicuXL1fLGNoyY8YMHnjgAdLS0ujdu3e1LG1VBw4c4KGHHmLChAm0adMGR0dH1q1bx4EDB6x6UkyZMoXnn3+ev/zlL/Tv358jR47w7rvv4uHhYbW8+twHatO28PBwXn75ZZ599llOnz7N8OHD8fLyIiMjg507d+Li4sJLL70EVARfI0aMIDExkWnTphESEkJ2djZHjx5l7969fPfdd3VqX1PwyCOP8MMPP9CvXz8effRRYmNjMZvNpKSksGrVKh577DF69Ohh873e3t7MmzeP1157DS8vL+68807Onz/PSy+9RFBQkM1n4Wyp628+Y8YMvvnmGx566CFCQ0MZMmTIVT/Dss+9/fbbTJ06FQcHB9q1a0fv3r3x8vJi9uzZvPDCCzg4OPDFF19Uu7irvIyq+22vXr0wGo08+eSThIaGYjAYePvtt62e9bbltddeY+jQoQwcOJDHH38cR0dH3n//fQ4dOsRXX32lXly/8MIL/PbbbwwcOJC//OUveHt788UXX7Bs2TJef/31avvQ9ZBjZ92PnQ1xDquNmrbp2h7TanvstmXAgAEoisKOHTsYNmzYVdtal++4ttcOt912Gz/++CNz5sxh/PjxpKam8sorrxAUFHTVYKo2v9nbb79N3759SUhI4MEHHyQ8PJz8/HxOnjzJr7/+qo4qUNvtrDaCgoLYuHEjiYmJ9OvXj9WrV9OhQweGDh2Ko6MjkyZN4oknnqCkpIT58+eTk5NTbRlTpkzh3nvvZc6cOYwbN45z587x+uuv4+fnZzWfpd0jRozg5ZdfJiAggC+//FJtd+Xjd22X2dy+1/piNpvZuXNntWt6UQ8aqQibaMbefvttBVDat29f7bXS0lLl8ccfV0JCQhSdTqfExcUpS5curbFCrK2Kyxs2bFCnnT9/Xhk3bpzi5eWluLm5KcOHD1cOHTpUrYKkpeLrqlWrlClTpiienp6KXq9XRo4cqZw4ccLqc48cOaIMHTpUcXNzU7y8vJQJEyYoKSkp1dqTk5OjzJw5U/H391ecnZ2Vvn37Kps3b65WpfLNN99Uevfurfj6+iqOjo5Ky5YtlZkzZypnz561+tzly5crnTt3VvR6vdK6dWvl3XffrbFi69y5c5X3339fiYiIUBwcHJSoqCjliy++qPZ979y5U+ndu7fi4uKihISEKC+88ILy8ccf26ycO2rUqGrvr7oulSvnWpSWlirjxo1TdDqdsmzZMnXarFmzFD8/P0Wj0Vh9nq3qnpbvXKfTKd7e3srMmTOVn3/+2WblzY0bNyqjRo1SvL29FQcHByUkJEQZNWqU8t1331Vrvy25ubmKXq9XAGXBggXVXq9a2TsjI0OZNm2aEhUVpbi4uCiurq5KbGys8u9//1sxmUxW38MTTzyhtGjRQtHr9Ur//v2V/fv3V1vf+tgH6to2RVGUpUuXKgMHDlTc3d0VJycnJSwsTBk/fryyZs0aq/mSkpKUu+66S/H391ccHByUwMBAZdCgQcoHH3ygzmNrO6j6WtUK4TExMdXmrWm7s2zj17JMW99jQUGB8txzzynt2rVTHB0dFQ8PD6Vjx47Ko48+alWB2haz2az89a9/VUJDQxVHR0clNjZW+e2335ROnTpZVQy3/Da2tsO6/OaKUlFxt0WLFgqgPPvss9Vet1XhW1EU5emnn1aCg4MVrVZrtZ1s3bpVcXd3VwAFUOzt7RWdTldtGTXtt7/99psyYsQIJSQkRHF0dFQAZejQocrmzZtttsny/y4uLopOp1Ps7e0VOzs7RafTKT179lR+/fXXaut08OBBZfTo0YqHh4fi6OiodOrUqdr61fQd2/o+atqf5NhZ92NnQ53DqrK1fjVt04py9WNaXY6PVZWXlyvh4eHKnDlzrKZfaT9XlNp9x7W9dlAURfn73/+uhIeHK05OTkp0dLSyYMECm99p1e+utr/ZmTNnlBkzZighISGKg4OD4ufnp/Tu3bvaSCx12c6qqlwd28JgMCh9+vRRvL291X3i119/VTp16qTodDolJCRE+fOf/6z897//rfYZZrNZef3115XWrVsrOp1O6dq1q7Ju3Tqb39+hQ4eUIUOGWLX7s88+qzbiQm2X2Ry/1+s9/yqKoqxdu1YBlD179lyxTaLuNIqiKPUdvAtxLX7++WfGjBnDwYMH63ynbtGiRUyfPp1du3bV2K2sudBoNMydO5d33323sZsixC3pzJkzREVF8cILL/DMM880dnNqZcCAAYwZM4ZHHnnkupZz9uxZWrVqRU5OTo09h6rOU1RUxIMPPkhaWprN3kE3ihw7RV28+eab/O1vf+PChQvo9frGbo6oJ/fffz9fffUVWVlZtX5k4lY3ZcoUTp8+zZYtWxq7KTcdeUZbNLrS0lLWrFnDu+++i5+fn1q4TAghGlpSUhJPPfUUv/zyCxs2bODDDz9kyJAhuLu73zTd6Pbu3YunpyeHDh0CKiqGt2jRgsWLFwMVw2xZAnTLcGqhoaG4urpWq3thi7OzMxMnTuTw4cMNswJCNIC5c+fi4eGhVr4Wzc/LL7/Mxx9/zLp16/jll1+4//77+fjjj3n00UclyK6lU6dO8c0336h1OUT9kme0RaO7ePEiI0eOpF27dnzxxRfXNe6oEELUhYuLC7t372bhwoUYDAY8PDwYMGAAf/vb365rmJimJC4uTn2+dteuXcycOZN+/fpx3333VZt3586dtGrVivPnz9eY0a4qPz+fr776ioSEhHpuuRANR6fT8fnnn9dY8E80fQ4ODrzxxhucP38ek8lEmzZt+Ne//sWf/vSnxm5as5GSksK7775L3759G7spNyXpOi6EEEI0cwMGDGDHjh1WVX27deumduVWFIWRI0eSlpZGQUEB+/btw93dHajIaHt6evLWW2/Vqeu4u7s7Go2G/Px8AgMD+e9//0tsbGyDr6sQQgjRHEjXcSGEEOIm8Nprr2EwGNR/lZ+X1mg0zJ49mwMHDjBnzhw1yL4e586dw2AwUFpayptvvsmAAQNsjmsrhBBC3Iok0BZCCCFucjk5Ofzxj3/k/vvv59VXXyUlJcXmfLUd0qwye3t77r77brRaLb///vv1NlUIIYS4KUigLYQQQtzk/vCHP5CQkMCHH37I9OnTueeee2yOgezn54dWq+XUqVO1XrbZbOb777/HYDDQvn37+my2EEII0WxJMbSrMJvNpKWl4ebmhkajaezmCCGEENWUl5fz5JNP8txzz1lNP3ToEEuXLmX37t38/vvv5OXl8fTTTzN06FCef/55nnrqKYxGI2VlZeTl5QHw1FNPMXz4cIxGI2+++SYTJkywWmZ+fj5QUZkcKrLg4eHhLFy4kJCQEHU5QgghRHOiKAr5+fkEBwdfUw+vqqQY2lWcP3+eFi1aNHYzhBBCCCGEEEI0sNTUVPVm8vWQjPZVuLm5ARVfeH0Uj2kIRqORVatWMWzYMBwcHBq7OaIZk21J1CfZnkR9ku1J1CfZnkR9kW3p5pGXl0eLFi3U+O96SaB9FZbu4u7u7k060HZ2dsbd3V12cHFdZFsS9Um2J1GfZHsS9Um2J1FfZFu6+dTX48JSDE0IIYQQQgghhKhHEmgLIYQQQgghhBD1SAJtIYQQQgghhBCiHkmgLYQQQgghhBBC1CMJtIUQQgghhBBCiHokVceFEEKIRmA0wp49sH8/5OeDmxt07gzx8SCFa4UQQojmTQJtIYQQ4gZLSoL33oMTJyoCbq0WzGb45hto0wYeeghiYxu7lUIIIYS4VhJoCyGEEDdQUhK89BJkZkJYGDg7/++1oiJIToYXX4QXXoBOnRqtmUIIIYS4Ds3mGe3XXnuNbt264ebmhr+/P2PGjOHYsWNXfd/GjRuJj49Hp9PRunVrPvjggxvQWiGEEKI6o7Eik52ZCVFR1kE2VPwdFVXx+vvvV8wvhBBCiOan2QTaGzduZO7cuWzfvp3Vq1djMpkYNmwYhYWFNb7nzJkzjBw5koSEBPbt28czzzzDww8/zA8//HADWy6EEEJU2LOnort4WBhoNLbn0WgqXj9xAvbuvbHtE0IIIUT9aDZdx1esWGH196effoq/vz979uyhX79+Nt/zwQcf0LJlS9566y0AoqOj2b17N//85z8ZN26czfeUlpZSWlqq/p2XlweA0WjE2ERTC5Z2NdX2ieZDtiVRn2R7qi4pqSKQdnevPFX5///+L/J2d4fz5ysKpcXF3cAGNmGyPYn6JNuTqC+yLd086vs31CiKolx9tqbn5MmTtGnThoMHD9KhQweb8/Tr148uXbrw9ttvq9N++ukn7rrrLoqKinCwUdb1xRdf5KWXXqo2/csvv8S5ah8/IYQQ4hqVlpaSmZlJTk4OGo0GDw8PfHx80Ov1jd00IYQQ4pZTVFTE5MmTyc3Nxd36jvg1aTYZ7coURWHevHn07du3xiAbID09nYCAAKtpAQEBmEwmMjMzCQoKqvaep59+mnnz5ql/5+Xl0aJFC4YNG1YvX3hDMBqNrF69mqFDh9q8eSBEbcm2JOqTbE/VffJJRWXxHj1+wMnpJKWlbSkuHgLYk5e3n8uXj2I0hmAwTObIEQ133w0zZjR2q5sG2Z5EfZLtSdQX2ZZuHpaezPWlWQbaDz30EAcOHOD333+/6ryaKg/BWRL4VadbODk54eTkVG26g4NDk995mkMbRfMg25KoT7I9QVZWFnv27MHDwxVF6U1WVnfs7EZjNruo8xQXt0ajKcbR8QJ5eY4EB+/B0fESOTnx+Pv7N2LrmxbZnkR9ku1J1BfZlpq/+v79ml2g/cc//pFffvmFTZs2ERoaesV5AwMDSU9Pt5p26dIl7O3t8fHxachmCiGEEGRkZLBixQpSU1OJioqie/co1q2D5OTWREVVL4imKHpKSiI5dw5iY4Pw8EhlwYIFBAUFMWzYsKue94QQQgjRNDSbQFtRFP74xz/y008/sWHDBlq1anXV9/Tq1Ytff/3VatqqVavo2rWr3HESQgjRILKysti/fz/9+vXDycmJyMhIxo8fj4tLRfb6oYcqxslOTrY9jva5c+DrC/ffH0xs7BiKixM5cOAAjo6OmM1m1q9fT8eOHSXLLYQQQjRhzSbQnjt3Ll9++SU///wzbm5uaqbaw8NDLRzz9NNPc+HCBRYvXgzA7Nmzeffdd5k3bx5/+MMf2LZtGwsXLuSrr75qtPUQQghxczpy5Ai7d+8mJSWFqKgoSkpK8PT0pE+fPlbzxcbCCy9UjJN94gSUloKdHZSXg5MTREfD3LkV8wHo9Xp69OgBQHFxMfn5+WqWu2vXrsRaZhRCCCFEk9FsAu358+cDMGDAAKvpn376KdOmTQPg4sWLpKSkqK+1atWK5cuX8+ijj/Lee+8RHBzMO++8U+PQXkIIIURdZGVlUVhYSMuWLblw4QIRERGMGzdOzV7XpFMnePfdinGy9+2DggJwdYUuXSqG86qp05Ver2fMmDEkJlZkuVNTU4mNjeXChQs4ODhIllsIIYRoIppNoF2bUcgWLVpUbVr//v3Zu3dvA7RICCHErchkMpGcnMzevXtJSUmhZ8+etGzZkqFDh9ZpOQ4O0KNHxb+6qpzlBjhz5gwbN24kKCiI+Ph42rdvL49ICSGEEI2o2QTaQgghRGPKzs7G09OTS5cusX79euLi4mqVvb4R+vbtS3x8PElJSWzZsgVXV1dat25Ndna2FP8UQgghGoEE2kIIIUQNqmavZ86cSVBQEA899FCNw0Q2Fr1eT8+ePdVMt8Fg4IMPPpAstxBCCNEIJNAWQgghqjCZTNjb2/PDDz9w6dKlJpW9vhrLDQAvLy/mzZunZrn37dvHtGnT1HUTQgghRMORM60QQgiBdfZaq9Vy7733Mnr0aPR6fZPLXtdW5Sx3UVERAEuXLiUvL0+y3EIIIUQDkkBbCCHELS8rK4tPPvkEnU5HXFwcnTt3BsC58iDXzZhGo1Gz8aNGjVKz3CtWrGDKlCkEBwc3cguFEEKIm4sE2kIIIW45lbPXQ4YMITAwkAkTJhAWFtZss9e1VTnLnZqair+/P9nZ2SxdulSy3EIIIUQ9kUBbCCHELWXHjh1s2rRJzV57enqi1WoJDw9v7KbdUBqNhpYtWwIVmfuYmBg1y92rVy/69evXyC0UQgghmi8JtIUQQtzULNnr7Oxs+vXrh4+PD+PHjyc8PPymz17Xlk6no0ePHnTv3p3U1FT1ee5t27ah1+uJiYmRLLcQQghRBxJoCyGEuCkVFxezefNmkpKS0Ol0dOvWDYDIyMhGblnTVTnLDeDo6MjWrVtZuXIlsbGxJCQk4Orq2ogtFEIIIZoHCbSFEELcNCzZ6xYtWuDs7ExRUZFkr69DfHw8cXFxpKamsm/fPuzs7CgqKuL48eOS5RZCCCGuQAJtIYQQzV5WVhZ79uxRs9e33347Hh4ejBkzprGb1uxZstyWTPfFixetstzx8fH4+/s3ciuFEEKIpkUCbSGEEM2SyWTi8uXLBAUFcejQIfLy8iR7fQMEBQXx4IMPkpqayt69e9m/fz/Dhg0jPT0dHx8fyXILIYQQSKAthBCimamcvfb09GTWrFn079+/sZt1S6ma5QZYs2YNFy5ckCy3EEIIAWgbuwFCCCHE1ZhMJoxGIyUlJXz00Udq9nrWrFmSvW4i7rnnHiZNmkRpaSkff/wxeXl5lJeXYzQaG7tpQgghxA0nGW0hhBBNVuXs9eDBg4mLi+Oxxx7D0dGxsZsmqqic5R45ciSOjo4cOXKEX3/9VbLcQgghbjkSaAshhGhSFEVBo9GwdetW1q1bR1RUlPrsNSBBdjNg+Y2io6NxdXVl7969LFiwgF69ejFo0CD1NxZCCCFuVhJoCyGEaBIs2euzZ88ya9YsOnToQKdOnXBxcWnspolrVDnLnZiYSGlpKYqi8NlnnxEQECBZbiGEEDctCbSFEEI0KpPJxJdffklKSgpRUVEMHToUjUaDu7t7YzdN1CO9Xo9er0dRFAYNGqRmuYOCgpg8eTI6na6xmyiEEELUGwm0hRBC3HCW7HVYWBjt2rWjS5cujBs3TrLXt4CqWe7jx4/j5OTEmTNnSE5Oliy3EEKIm4IE2kIIIW6YlJQU1q9fT2pqKlFRUbi5uQHQsWPHRm6ZaAx6vZ5OnToB4OLiQmlpqZrl7t+/PxEREY3cQiGEEOLaSKAthBCiQWVnZ3Pq1Cl69+6NoihERkYyfvx4yV4LK/7+/owZM4bExEQOHDiA2WwGYMeOHbRq1QovL69GbqEQQghRexJoCyGEqHeKonDkyBFOnjzJwYMHiYqKwmg0EhYWRlhYWGM3TzRher2eHj16AGA2m7l48SJr1qwhMDAQrVZLeXk5Dg4OjdxKIYQQ4sok0BZCCFFvsrKyUBQFHx8fDh8+jLu7OzNnzsTT07OxmyaaIa1Wq2a59+3bx/bt29FoNOTk5GA0GuVZbiGEEE2WBNpCCCGui8lkIjk5mb1795KSksKQIUPw9fVlwoQJLF++XLqIi+um1+vp1q0bly9fRqvVcu7cOZYtW0ZQUBDx8fG0b99estxCCCGaFAm0hRBCXJP8/Hzc3Nw4fPgwmzZtIi4uTiqHixuic+fOtGvXjqSkJLZs2UJJSQk9evRQt0khhBCisUmgLYQQotYqZ69TU1N59NFH6dixI7GxsWg0msZunriF6PV6evbsSY8ePTCbzRiNRt577z38/f0lyy2EEKLRaRu7AXWxadMmRo8eTXBwMBqNhqVLl15x/g0bNqDRaKr9S05OvjENFkKIm4TZbEZRFD7++GPWr19PREQEjzzyCM7Ozmi1WgmyRaPRaDTY2dnh4ODAn/70J9q3b8+WLVt4//33MZvNavVyIYQQ4kZqVhntwsJCOnXqxPTp0xk3blyt33fs2DHc3d3Vv/38/BqieUIIcVOxZK/37NmDv78/I0aM4O6778bDw0MCa9EkVc5yGwwGtFot69ev58yZM5LlFkIIcUM1q0B7xIgRjBgxos7v8/f3r3XF29LSUkpLS9W/8/LyADAajRiNxjp/9o1gaVdTbZ9oPmRbEhbnzp3jxx9/RKfT0aVLFzp27IjRaMTFxQWTyVSrZcj2JOpTXbcnV1dXjEYj8fHxODk58fvvv7NixQpGjx5NmzZtGrKpohmQ45OoL7It3Tzq+zfUKIqi1OsSbxCNRsNPP/3EmDFjapxnw4YNDBw4kPDwcEpKSmjfvj3PPfccAwcOrPE9L774Ii+99FK16V9++SXOzs710XQhhGhyzGYzubm5ZGdnq+NcFxcX4+rqKtlrcVNQFIWioiIcHBywt7fnzJkzeHl54enpiVbbrJ6kE0II0QCKioqYPHkyubm5Vr2hr9VNHWgfO3aMTZs2ER8fT2lpKZ9//jkffPABGzZsoF+/fjbfYyuj3aJFCzIzM+vlC28IRqOR1atXM3ToUOkSJ66LbEu3ps2bN7N79241e92lSxecnJyue7myPYn6VJ/bk9FoZP/+/ezbt4+CggI6derEoEGD5KbSLUSOT6K+yLZ088jLy8PX17feAu1m1XW8rtq1a0e7du3Uv3v16kVqair//Oc/awy0nZycbF5gOjg4NPmdpzm0UTQPsi3d3CzPXpvNZmJjY/H09GTChAmEh4c3SKAh25OoT/WxPTk4ONC7d2/1uiA9PR1HR0eOHj1KaWkpMTExss3eIuT4JOqLbEvNX33/fjd1oG1Lz549WbJkSWM3Qwghbrj8/Hy2bdtGUlISOp2OPn36ABAXF9fILROicWg0Glq2bEnLli0BKC8vZ+vWraxcuZLY2Fh69epV6xovQgghRGW3XKC9b98+goKCGrsZQghxQ5hMJo4dO0a7du0oKysjLy+P8ePHN1j2WojmrEOHDsTExJCamsrevXspKirCw8ODw4cP065dO8lWCSGEqLVmFWgXFBRw8uRJ9e8zZ86wf/9+vL29admyJU8//TQXLlxg8eLFALz11luEh4cTExNDWVkZS5Ys4YcffuCHH35orFUQQogbIisriz179qjZ64CAAHx9fRk/fnxjN02IJq1qljs3N5dNmzaxbNkyYmNjiY+Px9/fv5FbKYQQoqlrVoH27t27rSqGz5s3D4CpU6eyaNEiLl68SEpKivp6WVkZjz/+OBcuXECv1xMTE8OyZcsYOXLkDW+7EEI0NJPJRF5eHt7e3qxfvx5AstdCXCcPDw8efPBBNcu9evVq7rnnHgwGAy4uLpLlFkIIYVOzCrQHDBjAlYqkL1q0yOrvJ554gieeeKKBWyWEEI2rcva6ZcuWTJw4kXHjxklwLUQ9qZzltlyHbNq0iaNHj0qWWwghhE0ycKQQQjRDJpMJRVG4dOkS8+fPV5+9vuuuuwAkyBaigVj2rdGjRzNp0iRKS0tZsGAB586dAyr2TSGEEKJZZbSFEOJWl5WVxd69e9m/fz8TJkwgLCyMefPm4ezs3NhNE+KWUjnLnZiYiJOTExkZGSxatEiy3EIIISSjLYQQzcXKlSuZP38+ubm5jB8/nrCwMDQajQTZQjQyvV6PVqvF39/fKsv9888/N3bThBBCNBLJaAshRBNlyV4XFBRw55130qVLF/r27YuLi0tjN00IYUPVLHdubi4Ay5YtQ6vVSpZbCCFuIRJoCyFEE5Ofn89PP/1ESkoKUVFRxMfHA8gFuhDNiF6vR6/XAxAbG8vu3btZsGABQUFBjBkzBm9v70ZuoRBCiIYkgbYQosmYPXs2Hh4e/OMf/2jsptxwlux1p06d8PX1pW3btowbN06y10LcBFq0aEGLFi0YPnw4Bw4cwM3NDYPBwLZt2yTLfQu6lc91QtxKJNAWQtSrAQMGsG3bNquxZXU6HZmZmVd97wcffKD+/9mzZ2nVqhU5OTl4enpe8X2FhYUEBQURHR3Njh07rrntjeHkyZNs3bpVzV5rNBq0Wi09e/Zs7KYJIeqZXq+nR48eACiKQklJiZrl7tWrF9HR0Y3cQlFbN/JcZ5nHxcUFrVaLo6MjHTt2ZOrUqUydOlVGmRCiiZJiaEKIevePf/yDgoIC9V9tLjyux7fffoudnR27du3i0KFDDfpZ9SErK0ttZ0FBARERETz66KOMHz8ePz+/Rm6dEOJG8PLy4s4772TevHnExMRQUFAAwNGjR7l06VIjt07Uxo0+150/f568vDxSU1N5/PHHeemll5g9e3aDfqYQ4tpJoC2EuGH27t2Lp6enGmTm5OTQokULFi9eDMC0adN45JFHAOjevTsAoaGhuLq68sUXX9S43IULFzJ9+nT69evHwoULG3YlrlF5eTmHDh1i8eLFzJ8/n5MnT6IoCp07d6ZPnz7SRVyIW5Qly92tWzegInu5YMECPvnkE5KSkmRc7maooc51Fnq9nlGjRvHFF1+wYMECjhw50jArIoS4LhJoCyFumLi4OP7yl79w9913U1xczMyZM+nXrx/33XdftXl37twJVNzBLygo4J577rG5zGPHjrFlyxamTZvG1KlT+fzzzykrK2vQ9aiLrKwsCgsLMZlMbNmyRc1ejxkzRrr7CSGqGTFihJrl3r59O6WlpZSUlEiWuxlpiHOdLb179yY4OJiNGzfWW9uFEPVHAm0hRL17+umn8fT0VP8NHTpUfe3RRx+lRYsW9OzZk6SkJObPn39dn7Vw4UI6d+5MbGws48ePp7i4uNHHrjWZTBw6dIjPPvuM+fPnc/bsWZycnHjggQckey2EuCpLlvuBBx7AxcWFCxcuWGW5jUZjYzdRcGPPdTUJCQkhOzu7QZYthLg+EmgLIerda6+9hsFgUP+tXr1afU2j0TB79mwOHDjAnDlzcHd3v+bPMZlMLF68mKlTpwLg5ubGnXfe2Wjdx0tKSgDYtGkT69evJzIykkcffZSYmJhGaY8Q4uYQERHBvHnzaN++PVu2bGHVqlXA/445onHcqHPdlVy4cEGGihOiiZKq40KIGyonJ4c//vGP3H///bz66qtMmDCBli1bVptPq736fcDffvuNjIwMXnnlFf7+978DUFRURGFhISkpKTaXW99MJhPJycns2bOHrKwsHnnkERISEhg4cKB0DRdC1Bu9Xk/Pnj3p0aMHRqMRRVFYuHAher2euLg4YmJirCpgi8ZVn+e6mmzbto20tDT69+9/PU0VQjQQyWgLIW6oP/zhDyQkJPDhhx8yffp07rnnHsrLy6vN5+fnh1ar5dSpUzUua+HChdx+++0cPnyY/fv3s3//fo4fP05kZCSLFi1qwLWoGJrHaDTy9ttvq9nrBx54AK1Wi4ODgwTZQogGodFocHR0RKPRMGPGDGJiYti6dSv/+te/KC4uRlGUxm6ioH7PdVWVlJTw3//+l3vvvZdZs2bRvn37+my6EKKeSKAthKh3Tz75JK6urlb/srKy+PDDD9m7d6/6rNprr71GSUkJf/3rX6stQ6/X88ILLzBixAg8PT358ssvrV5PS0vjv//9L/PmzSMwMNDq3x//+Ec+/fTTer/grPzs9Z49e3BwcODee+/loYcekmevhRA3nOVZ7gcffJBp06ah1+s5fPiwPMt9g9yIc11loaGhuLu7Exoayj/+8Q+ee+45PvzwwwZbPyHE9dEocuvzivLy8vDw8CA3N7fBnq+5XkajkeXLlzNy5EjpNiaui2xLNTt8+DDLly9Hp9MRFxdH586dJbC+CtmeRH2S7al2iouLOXDgAHv27CE/P5+hQ4cSFxfX2M1qcmR7EvVFtqWbR33HffKMthBC2GB59vrEiROMGTMGf39/xo8fT3h4uHQLF0I0WZYsd/fu3UlNTVUv/H/55RfCwsJo3769BANCCHEDSKAthBCVmM1m1q5dy/79+9XsdXl5OX5+fvj5+TV284QQolY0Go1afMtsNhMQEMCWLVtYsWIFsbGxDBkyRAJuIYRoQBJoCyEwGODcObhwoeLv1ashJATCwsDTszFbdmNYstdubm6EhYVhb28v2WshxE1Dq9VaZbmPHTuGvb09aWlpXL58+ZbKct/q5zshxI0jgbYQtyhFgQMHYNUq2LIF8vJAo4GHH4Y336x43d0d+vSBYcMgNrbi9ZuJwWBg586dJCUlodPpGDx4MAADBw5s5JYJIUT9s2S5LZnuoqIiqyx39+7d8fHxaeRW1j853wkhGoME2kLcggwG+OwzWL4cCgvB1xdatgRn54rX27WDoqKK+X7+GdasgZEjYerU5n/H32QycfbsWSIjI7l06RJ5eXmSvRZC3JIiIyOJiIggNTWVvXv3kpaWho+PD6dOnaJly5Y3RZb7Vj7fCSEalwTaQtxi0tLglVcgKQmCgyE8/H+vWeJMjQacnCAgoOJfVhZ88w0cOwbPPVfxvuYmKyuLPXv2qNnrWbNm0bZtW9q2bdvYTRNCiEZTNcttMplYtWoVeXl5xMbGEh8fj7+/fyO38trcquc7IUTTIONoC3ELMRgqLjoOHKi4i1/bHoI+PhXzJyVVvN9gaMhW1h+TyURhYSGKovDdd9+p2euHHnoIvV7f2M0TQogmx97entmzZzNp0iRKS0v5+uuvMZvNFBUVNatxuW+1850QoumRjLYQtwhFgUWLKi4e2rUDR8e6vd/REdq2rXj/Z59VPNvWVHtaV85ex8bGkpiYyP33349WK/cWhRDiaipnuc1mM1qtll27drF9+/ZmkeW+lc53QoimS646hbhFHDgA//1vRTe4ul50WDg6Vrx/+fKK5TUlZrMZgGPHjjF//nw1ez1s2DAACbKFEOIaWI6d/fr1U7PcCxYsICkpCfjfsbcpudnPd0KI5qFZXXlu2rSJ0aNHExwcjEajYenSpVd9z8aNG4mPj0en09G6dWs++OCDhm+oEE3QqlUVhWCut6Csj0/Fclavrp92Xa+srCxWr17Nv//9b/Ly8mjdujWPPvoo48ePp1WrVlLgTAgh6oElyz1mzBjmzZtHVFQUJSUlvPXWW/z3v//l0qVLjd1E1c16vhNCNC/NKtAuLCykU6dOvPvuu7Wa/8yZM4wcOZKEhAT27dvHM888w8MPP8wPP/zQwC0VomkxGCqGNPH1rZ/l+frC779Dbm79LO9a/fDDD8yfP5/c3FzGjh2Lm5sbDg4OuLi4NG7DhBDiJqbX63FycsLJyYnx48erWe4lS5agKEqjtu1mPd8JIZqfZvWM9ogRIxgxYkSt5//ggw9o2bIlb731FgDR0dHs3r2bf/7zn4wbN66BWilE03PuXMW4of9fVPa6eXhAamrFcmNj62eZtZGVlcXevXtxcnKiX79+xMfHM3z4cAmshRCiEVR+ljsxMZGLFy+i0WjYvn07OTk5jfIs981yvhNCNH/NKtCuq23btqnPZ1okJiaycOFCjEajzfEhS0tLKS0tVf/Oy8sDwGg0Ntlqm5Z2NdX2icZ34UJFIRdn5ysXdLGzK6WkpAQHh2zAC7A9s4tLxXLOn4fo6AZpspXLly+zatUqzp8/T9u2bYmPj8doNBISEgLItt9UybFJ1CfZnpo2e3t7WrRogdFoJCgoiAsXLrBgwQICAwMZOnQoQUFBN6QdVz/fKWi1hdjZVYxIYWd35e3pRp/vRPMjx6abR33/hhqlsfv4XCONRsNPP/3EmDFjapynbdu2TJs2jWeeeUadtnXrVvr06UNaWprNg/6LL77ISy+9VG36l19+ibOzc720XYimRlEUDAYD6enp2NvbU1hYiEajwdHREX9/f3x8fDAYDJjNZhwdHXFycsLe3r5Bn38uLS0lKyuLgIAAzGYz2dnZeHt727xBJoQQoukxmUzk5OTg7u6Og4MD6enpeHl5NejwioqiYDKZKCsro6ysDEVR8Pb2Jicnh/T0dHWas7MzJpOJgIAAvL29pZ6HEIKioiImT55Mbm4u7u7u1728mzqjDVQ7cFruK9R0QH366aeZN2+e+ndeXh4tWrRg2LBh9fKFNwSj0cjq1asZOnSoBCHCptWr4c03K4Y5qbrp29tfwN39NzQaE8XF/endO5316wcDxWi1uaSluVFe7ouLy0YcHM5hZ5eBVptPcvIY7ruvPUVFP+Pg4ICHhweenp60bt0avV6PoijXdOGSnJzMnj171Ox1//79m+y+J65Mjk2iPsn21LwVFhaydu1akpOTCQwMJC4ujg4dOtR5OZbrOKPRyIkTJ8jNzSU3N5fCwkLGjx/P99+f5vjxrykvd8Vs9sBoDKagYCh2djnY2eVQXu5BebkHdnbldOnyHWfO5HP2bD55eSMxGsNtfB4cOwaPPQZDh17vtyBuRnJsunlYejLXl5s60A4MDCQ9Pd1q2qVLl7C3t8enhlKUluIeVTk4ODT5nac5tFE0jpCQiouFoiKo2LzN6HRHKSlph6J4UlDQi6Kiztjbm9Fql1NersdkcgcC1GXk5g5R/7+kxMTlyxAaak95eQQ5OTlkZ2dz+vRpwsLCKC8v55///KcafHt6ejJixAjKy8vJyMjA09MTNzc3NRDPysoiLy+PVq1akZmZSZs2bZgwYYI8e32TkGOTqE+yPTVPnp6ejBs3juLiYpKSkrh06RIODg6kpKSg0+nUZ7kVRaGwsBCDwYCPjw86nY7ly5eTk5ODwWAgNzeXOXPm4OTkxJ49e9RzTEhICPb29kRFRfLxx8/SooU9lS/nTCZ/oPLz4ka8vb3ZvXsyDg7HMBo9MJns0OmOUFISDdgBUFJScf4MDQXZ7MSVyLGp+avv3++mDrR79erFr7/+ajVt1apVdO3aVXYEcUsJCwN3dzAYzISHH8bVdRMajRGTyR+TyY+iovj/n7N246Hm5trj5laxXA+PLtVeN5vNzJkzB4PBoF4Y2dnZcfnyZb7//nvy8/PRarV4eXnh5uZGSkoKISEh5OfnExkZiZeXlwTZQghxE9Lr9cTGxpKdnc2hQ4fYu3cvKSkpBAcHYzQayczMxGQy4erqyrhx4wgPD8fd3Z3AwEA1qPbw8ECr1TJz5sxqy2/Vyg43t4rq4wEB1T+/Oi3FxRVVzuzsDLi7r8fdfR35+QkUF8eSm2uHu3vF+U4IIeqiWQXaBQUFnDx5Uv37zJkz7N+/H29vb1q2bMnTTz/NhQsXWLx4MQCzZ8/m3XffZd68efzhD39g27ZtLFy4kK+++qqxVkGIRuHpCX36QHLyCtzcjlNQkEBRUWcsd+zrKjMTxoypqMZqi1arxdvbG29vb6vpQUFBTJ06FVdXV1JTU/n111+JjIykV69eHDp0iN27d2MwGAgKCmLSpEns2LGD48eP4+HhgZeXF+Hh4bRo0YLS0lIcHR3lmTohhGhiFEWhrKwMJycn0tLSOH36tHrTNSwsjISEBFauXMnp06fVwHncuHHk5eWxfft2br/9dqKiojAYDPj5+QGQkJBQ68+3nO9+/rm2gfb/lJd7cunSXPT6g7i5bcLJ6QyHD4+94vlOCCFq0qwC7d27dzNw4ED1b8uz1FOnTmXRokVcvHiRlJQU9fVWrVqxfPlyHn30Ud577z2Cg4N55513ZGgvccswm80cPnyYo0ePMnToBDZu7E9eXiLe3tcWYANkZVVUYa3Ls2omk0l99jo1NZVp06YRGRnJI488ogbLbdu2Vee3PIPXqlUrHBwcMBgMXL58GRcXF1q0aMGPP/7IqVOn1K7pvXv3JiIiglOnTuHg4ICXlxeurq4SiAshRD2r3LW7qKiItm3bkpqaysaNG9UeTMHBwUyfPp3s7Gz1caGgoCCCg4MBGDNmjM3jc/fu3QHIzMzko48+IigoiPj4eNq3b1+nnojDhsGaNRXnqxqeFLwCLcXFnSgu7khubhEuLgpeXkvZty+c2NhY7Oyu/fwphLi1NKtAe8CAAVypSPqiRYuqTevfvz979+5twFYJ0fQoisKhQ4fYtGkTRqORhIQEOnZUGDrUhW++AVdXcHSs+3LLyiAtDSZOrN14opZh9H7++WfS0tKIi4tj/PjxarfwmgJhy3R/f3+bY7BOmDCBvLw8NUvi5uYGoBZRy8/Px87OjqlTpxIaGsry5ctxc3PD09MTLy8vgoOD5WJJCCFqYDabSUtLU4+xBoOB4cOHk5OTw0cffaR27fb396dt27a4uLgQHR1t1bUboEOHDjYLnl3t2O/n58e8efM4cOAAW7Zs4eDBg9x77701Ds1aVWwsjBwJ33wDbm7Xer7TkpLiyl13KXTt2ppNmzaxefNmEhIS6NSpE1qttu4LFULcUppVoC2EuDKz2UxxcTHOzs4cP36cnj170rlzZzWonDq1onpqUhK0bVu3i4+yMjh+HDp3rlhOTcniytlrs9nM9OnTGTlyJDqdrt4yzPb29ja7pt91111qG/Ly8nB1dcVsNqPX68nMzOTkyZMYDAYefPBBiouL+eKLL9QLQy8vL/r27UtZWRklJSVWxdqEEOJmYclI29vbo9Pp2LFjB5cvX1YD6rFjxxIYGMh3332Hu7u7eowsLy/Hy8uL2bNn4+Hhgb39/y4hbR2Pr5der6dHjx50796dkpISAL7//nuKi4uvmuXWaOrvfDdtmgZPz0507NiRgwcPcvToUTp37kxRURFOTk5y01YIUSMJtIW4CVi6iG/atInAwEDGjRtn8xEJT0947jl45ZWKi4/g4Np1q8vKqshkd+kCzz5bsRxbDAYDCxYsQKfTERcXR+fOnQEadMxUWyyBuMWgQYOqzWNnZ8eoUaPUi8v8/HygovbD119/jZ2dHR4eHrRq1YrbbruNixcvcvnyZby8vPD09JSu6UKIJqly126DwYCnpyehoaGsXr2aY8eOkZubi8lk4o477qBz587k5+ej1+sJCgrC09MTb29vtFotjz76qM3l1zRqS0PRaDTqOWTMmDFqlnvFihVMmzaNgBoexK7v851Wq6VTp0506tQJgA0bNnDy5EkSEhKkS7kQwiYJtIVo5nJzc1myZInaRdwS3NYkOBheew0++wyWL4f0dPD1rSj0Yin0rSgVQ5rk5lZcdDg7V3QXnzrVOsiunL0eMGAALVu25K677qJly5ZNPgh1dHSkdevW1aa3a9eOZ599Vu2abnlcJSsrSy3Wlp+fT+fOnbnjjjvYsWMHGRkZagAeGhqKl5fXNY8jLoQQV2I5tuTm5pKamqoG1B4eHiQkJLB69Wq2bduGq6srnp6edOnShdDQUNq0aUPr1q3Vrt2WjPSQIUOu8olNR+Us9/nz5/H19eXSpUv89ttvxMXFERMTY5Xlrs/zXVXDhw/n4MGDbNq0iU2bNjF58mS1eJsQQoAE2kI0S2azmSNHjhAQEICPjw8JCQnExMTU+o66pyc8/DAMGACrVsGWLZCaWtHdLjGxorudolQMCXbHHRWFz2JjrbuL79q1iw0bNqjZaz8/PzQaDWE3wRgotrqmV37W0GQyYTKZgIrsTmFhIZcvX+bEiRNq98rPPvuM/Px8tdtl9+7dCQgIIC0tDTc3N8mICyFssmSkc3NzCQkJITs7m61bt6oBtb29PbNnzyYtLY0dO3aoxxhLkNevXz8GDRpk1bUbIDw8vBHWpmFoNBpatGgBgLu7OzExMWzdupWVK1fSp08f+vbtq85bH+c7WywZ7o4dO3L48GG8vLwwGAycOXNGMtxCCEACbSGaFUuAvXHjRoxGI7fffjt+fn7E1qYyWRUaDXTqVPHv/vvh3Dk4fx6MRnjsMQgNtYyTXTG/JXt9+fJlBg4ciK+vL+PHjyc8PPyWCxjt7e3Vi9jIyEgiIyOrzXPHHXeQk5OjXhxrtVoUReGHH34gOztb7Zo+ZcoUXFxc2LZtm5oVl67pQtzcCgoKrAqNxcXFAfDJJ5+oXbtdXV3505/+hJ2dnVXXbs//T7NGR0cTHR1dbdk6ne5Grkqj0+l0apY7NTWV0tJSAH7//Xfc3NzUZ7nrcr6rC61WS8eOHYGK3/X3339Xi6ZJwC3ErU0CbSGaAUtXwf3797Np0ya1i3h9ncA9PCru4EdHV3SvGzoULL3vSkpK2LRpE0lJSeh0Orp27QpUDL0laubl5YWXl1e16X/84x/VYm0GgwFXV1fKysqsirUVFRXxzDPPkJ6ezpo1a9SLa19fX6KjoykvL0er1UogLkQTpCgK5eXl2Nvbc+LECTIyMtSAOiEhgbCwMObPn49Wq1X3baPRiJubG8OHD8fLy8uqa7eHhweDBw9u5LVq+jQaDS1btlT/1ul06rPcsbGx9OvXDxcXlyue765XaGgoc+fOVbuUFxUV0adPH3mUSIhblATaQjRhliJnW7duZdKkScTGxtKpU6cGv0NuMpk4duwYwcHBeHh4UFJScstmrxtC1a7p9vb2jB07Vn3dEki7uroSExOjjiOek5NDdHQ0e/fuZeXKleo44m3atKFnz55cunSJkpISGUdciAZUudiYvb09gYGB7N27lyNHjqjjSCckJNCvXz9OnTpFYWGhOo60JRs9b948m8dxW71jxLXp2rUr8fHxpKamsm/fPuzt7cnPz+f06dO0b9++wT63cpfy8vJyiouLWbx4Md27d5cMtxC3GAm0hWiijh49yrp169QiZy4uLg1+gs7OziYtLY3//Oc/6PV6brvtNry9vbn99tsb9HOFNcvv7ObmpnYprSwuLo6IiAg1S2apyHv8+HF27typjiM+YMAA+vbty+7duykqKlK7pvv5+d1y3UuFqIuysjIuXbqk7mN2dnb06tWL3bt3s3LlSrVrd+fOnQkMDMTd3d3mONLDhw+3uXwJtm4MS5bbkunOzMxUs9wdOnRQhw1rCFqtFq1Wi52dHT179lTH4e7fv79auVwIcXOTQFuIJsRsNpOZmYm/vz+5ubnVxsFuCCaTiYyMDEJCQjh+/DhlZWXceeedREZGSka0ibKzs7M5bm3fvn3p27ev2jW9cjGkyl3Thw0bRocOHVi8eDEajUYNDjp37oybmxv5+fmSERc3LUtG2sXFhZKSEvbs2aMG1CUlJcyaNYuUlBR+/vlndd8IDg4GICoqilatWlUbR1oy0c1DSEgIDz74IKmpqezevZucnBwA0tLS8PPzq3Fc7utROcN96NAhcnNzAbh8+TLe3t5y00WIm5gE2kI0AZXHwba3t+f++++nZ8+eDfqZWVlZ7N27l/379+Pm5sYDDzxAz549yc7Oli7izVzVccS7du2qPltfWUJCglqw7fLly5hMJsrKyvjXv/6lFmvz9PTkrrvuwmw2c/LkSSnWJpq8quNIh4eH4+LiwpdffklOTo5abOyRRx7BwcGBjIwMq67diqIQGRnJY489Vm3Zrq6uuLq6NsJaifpiyXIHBQWxfPlyAFatWkVGRgaxsbHEx8fj7+9f75+r1WqtCpcuX75cfcxAupQLcXOSQFuIRlZeXs6CBQsoKSlRi5w1VABjMpkwm80AfPzxx0RERMiz17ewVq1a2SxqV3kccYPBgKOjI1lZWezatUsdR9zDw4NHHnmE1NRU9u/fb1WwLSgoqBHWRtxqLl26ZNW9Ozo6moiICD766CPS09PVcaS9vb3Vegdubm7VxpEeN25cI6+JaGxTp04lNTWVPXv2sHDhQh5++GGcnJxQFKVBstwAU6ZMUYumbd68mdmzZ+Po6NggnyWEaBzXFWiXlpbi5ORUX20R4pZhyWBrtVpiYmIYMWIEoaGhDXZHu3L2un///nTv3p158+Y12AWEaN5sjSPu6+vLjBkzgIobNkVFRQA4OTnh4uKijiPu7e3NmDFj2Lx5M/v27cNoNLJ8+XLatWtHVFSUOtSZm5ub3NwRNimKQkFBAUajEW9vb06dOsWRI0fIyckhLS0NnU5HYmIiu3fv5uLFi+pNHkutgkmTJuHs7FxtHOnOnTs3wtqI5qDys9xGoxEHBwcOHDjAf//73wbLclfuUp6SkoKjoyPHjx+nsLBQMtxC3CTqFGivXLmSr776is2bN5OSkoLZbMbZ2Zm4uDiGDRvG9OnT1eeYhBDVVe4ibjQaGTJkCABhYWH1/lmW4UR27tzJqlWriIqKUrPXgATZ4prZ29vj7u4OgL+/P4MGDao2T+fOnQkICOD333/H2dmZ8vJyADZu3Mj+/fvVrukDBw6kQ4cOJCUlWT0vLoH4zcsSSFsy0WVlZcTHx3PixAlWrlyJwWCgvLycqKgoJk6cSHl5OXq9noCAADQajfoYxMiRI20u37JtCnEtLOfGjh074unpyZ49e1iwYAF9+/alf//+9T5Ul1arVc/LgIzDLcRNpFaB9tKlS3nyySfJzc1l5MiR/PnPfyYkJAS9Xk92djaHDh1izZo1vPLKK0ybNo1XXnkFPz+/hm67EM2G2WxGo9Fw+fJl1q5dW+/jYFdmyV6fPHmS+++/n/bt2xMTE4OLi0u9f5YQNXFzc0On03H06FEGDBigXrzecccdjBo1Su2abhlrPD09nQsXLqhd06dMmUKrVq34+uuvcXFxUQPwqKgodVkSiDdNiqIAFY/FHD16VB3yymAwMGnSJDIyMliwYIHatdvPz4/4+HgCAgJsjiPdtm1b2rZti9Fo5OLFixJIixuicpZ7+PDhGI1GFEXh448/JjQ0tEGy3G3btiUyMlLtUu7l5UVYWBiKoqDVauv1s4QQDa9Wgfarr77KP//5T0aNGmVzR7/rrrsAuHDhAm+//TaLFy+2WUREiFtN5Qz24MGDiYqK4uGHH26QE6bZbOaLL77g3LlzREVFMXz4cHUsZiGaEltd0xMTE9X/N5lMahDdrl07DAaDWjU9MjKSwsJC3nvvPbVYm6enJ7fddhvFxcVkZmZKRryBWTLSubm5amG8lStXcvnyZTWonj59OgEBAezcuVP9jYKCglAUhcDAQJ555plqvWrc3d0liBZNkl6vR6/XoygKiYmJapY7KCiIe++9t16fra7cpVyj0agV8CXDLUTzU6tAe+fOnbVaWEhICK+//vp1NUiIm8Xp06f573//q46D3aZNG4B6DbIt2evg4GBiYmKIi4tj7Nixkr0WzVrlZ2ttjSOu0+mYM2eO2vW4qKgIjUbDpUuX+PHHH9VxxFu3bs3kyZNJSUnh7NmzasBnKY4lalZUVERWVpYaOAcFBREREcGPP/7IkSNHKC8vx9XVlVGjRhEVFYWHhwc+Pj7qWO2enp7Y2dkxc+ZMm8uX7JxojqpmuU+ePImjoyMnTpzg5MmT9ZrltuwjLVq0oH///mzatIlNmzaRmJhIVFRUvXyGEKJh1bkY2oEDB6yGJ6hs6dKljBkz5nrbJESzZTabOXPmDBEREdjZ2TXYONipqamsW7eO1NRUoqKiaN++PQAxMTH1+jlCNEVardbmOOLh4eHMmzdPHUe8rKwMqMiQVx5HPCIigjvuuIONGzeSkpKiZsYjIyMJDg6mpKQEJyenmzYjrigKpaWl6HQ6MjIyOH78uBpQBwQEMHToUDZt2sThw4fVoNnyOFifPn3o168fnp6eVjdEGno4QiGaGr1eT8eOHYGK3hilpaVqlnvAgAG0bt26Xj6ncob74MGD6vXE6dOnCQsLkwy3EE1YnQPtxMREtmzZUu0A8sMPP3DfffdRWFhYb40Torkwm80cOXKEjRs3YjQa+cMf/kBYWFi9FjnLysriyJEj9O3bF41GQ2RkJOPHj5fstRBVVB1HvHXr1lbnLMszxG3btsXNzU3tmu7j40NwcDBffvklaWlpagDev39/WrZsybFjx9Dr9U2+a3rlYmMFBQVER0eTnp7OmjVr1IDa09OTuXPnkpeXx6VLl/D09CQ4OJiAgACg4lw/fPjwasu2vC6E+J+AgADGjBlDYmIiBw4cUI8NW7duJTIysl6y3JaAG6CsrIzly5djNpulS7kQTVidA+0HH3yQwYMHs3XrVnWs1G+++YYZM2awaNGi+m6fEM3Ct99+S3p6er0XOVMUhcOHD7Nnzx41e11WVkZoaCihoaH18hlC3GosF8FBQUE2x/y+7777rMYRt3Qz37lzJ5cvX1a7pj/wwAN4eXmxfPlyNfPr6elJaGhog3eNVhSF8+fPq23Mzc1l0KBBlJeX8/bbb6tdu728vGjXrh3Ozs5ERUXh6empFhsDaNOmjfpYS2VN9SaCEE2ZXq+nR48eQEUxwEuXLrF+/XqCgoKIi4sjNja2Xo4Njo6OzJkzRy2atn//fqZPn37dyxVC1K86B9p/+ctfyMrKYsiQIWzevJkVK1Ywa9YsPv/8c8aNG9cQbRSiybEUOcvIyGDIkCEMGzYMDw+Peguws7KyKC8vx9/fn2PHjkn2WogbyFaxNoApU6YAqF3TPTw8MJlMuLq6ql3T8/LyePjhh0lLS+OHH37A09MTDw8P/P396dmzJyUlJZSVlV0xI64oCoWFhWi1WpydndmzZw9paWlq5e6RI0fSunVrfvnlF3Q6nRrgK4qCi4sLs2fPrta1293dXR0WSwjR8Ozs7Kyy3MnJyXTq1Mnq/H49Kncpz87OBiqGT3R3d5cMtxBNRJ0DbYC3336bKVOm0LNnTy5cuMBXX33FHXfcUd9tE6LJqToOdr9+/QCqXZBfC5PJRHJyspq9HjRoEP7+/nIDS4gmpnLXdDs7O5vjiPv4+DBq1Cg142x5rCo5OZmff/4ZrVaLi4sLQUFB9OzZE3t7e7Zt28aFCxcoLCykvLycxMREevbsSWFhIXq9nqCgILy8vNQs/Ny5c222z9fXt4HWXAhRV5YstyXTffbsWVasWEFQUBDx8fG0b9++WgX+utBqteo+7+3tzYYNG2QcbiGaiFoF2r/88ku1aWPGjGHjxo1MmjQJjUajznP77bfXbwuFaALMZrM65NDOnTvrtchZbm4uHh4eHD9+nPXr1xMXFyfZayGaMUVRcHJyws/Pj8LCQhwcHMjNzWXt2rUMHjyY3NxcNmzYgMlkIicnh4yMDJycnMjKysJoNFJeXk6PHj3o2bMnmzZtwmAw4OnpiaOjI76+vuowQ9K9W4jmxxJcHzhwgC1btmAymYiPj1evBa5Hx44diYmJ4eDBg+zcuZOoqCjs7e3RarUScAvRCGoVaF+pkvgnn3zCJ598AlQ801VeXl4vDROiKaicwY6KimLw4ME1DldTF1Wz13/605+IiooiOjpaLp6FaOIsXbsNBgMhISEUFBSwYcMGtWu30Wjk0UcfJTMz02oc6cDAQKCiQnfv3r2rZbG6dOkCVBwfLOfSgIAAq6rpjo6OeHh48MEHH2AymdSu6X379sXb25vz58/j7u7epIu1CXGrs2S5u3fvro4C8P777xMQEHDdWW5Ll3JL4bStW7eye/duyXAL0QhqFWibzeaGbocQTU56ejo//PCDOg52586dr3uZZrMZrVbLokWLKC4uluy1EE1UQUEBOTk5avAcGxuLi4sL8+fPx2AwqMXGZs+ejZ2dnVXXbktWqlWrVjZvzDk5OV3xs+3t7dXnq9u1a0e7du2qzTNx4kS1W7rBYMDOzg6TycS3336rFmvz8PBg1qxZKIrC7t27rQq2ubu718O3JIS4HhqNBo1Gg5OTE4888oia5d68eTNz585FUZTrLp7Ws2dPXFxc2LRpE5s3b2bMmDG0bNmyntZACHEl1/SMthA3K8swXZGRkbi7u9dLF/HK2WsvLy9uv/12JkyYgLu7u2SchGgEiqJQXl6Ovb09p06dsio01q1bN9q1a8dnn31GSUmJGpiWlZXh7u7OyJEjcXd3r1ZsbMiQITd0HWwVawOsxhHPyclBp9ORl5dnNY64oig89thjnD17ls2bN6vDmAUGBtK2bVtMJhN2dnZyfBLiBqqc5c7Ly0Oj0bB69WrOnz9/XVnuykXTDh06pBZxPHz4MB06dJAMtxANqFaB9jvvvMP999+PTqfjnXfeueK8Dz/8cL00TIgbqWqRM29vb4KDg4mPj7+u5aampvL111+j0+mIi4tTs+LX+xyWEKJmlbt2A4SGhnLw4EGSkpLUobC6du1KYmIiKSkpZGdn4+HhQXR0NH5+fgBqprqqyuNxN1VVq6Z7eHgwduxY9XVLt3QvLy9iYmLUccSLi4tp27atmlGzBODt27cnPj6eixcvYjQam/w44kI0ZxqNRr1GSEhIULPcK1asYNy4cURGRl7TcrVaLbGxsQBkZmayadMmNm7cKF3KhWhAtQq0//3vf3PPPfeg0+n497//XeN8Go2mwQPt999/nzfeeIOLFy8SExPDW2+9RUJCgs15N2zYwMCBA6tNP3r0KFFRUQ3aTtG8rF+/noMHD173ONiW7PW+ffu488478fPzY/z48YSHh8tFqRD1qKysjIyMDDUTXV5eTv/+/Tl48CA///yz2rU7Ojqa0NBQ3Nzc1HGkLf8Am+cI4Ka+6LSsm4eHB3FxcdVe79OnDx07dlS7pVu6mR85coSkpCS1a3piYiLdunVj69at6vPinp6eBAQEXLV7vBDi6ipnuVNTU/H29qa0tJRvv/2W2NjYa85y+/r6MnfuXHUc7gsXLnDbbbc1wBoIcWurVaB95swZm/9/o33zzTc88sgjvP/++/Tp04cPP/yQESNGcOTIkSs+b3Ls2DGr59EsGQtx67JksPfv38+kSZPo3bs3AwYMuK6L602bNrFjxw41e21vb49Op6NVq1b12HIhbn6WjLRer6e8vJwdO3aoAXVubi4PPvggly9f5ttvv1WDO8txPSIigtmzZ+Ph4WF1ARoeHk54eHgjrVHzUtM44oMHD2bw4MFq13RHR0eg4iZ75a7pd9xxBxEREXz00Ufo9Xo1M961a1d0Oh2FhYW4urrKzUchakmj0ajXuWVlZWrPkxUrVhAfH39Nj65U7lJeUlKCoih8/fXXREVFSYZbiHrSrJ7R/te//sXMmTOZNWsWAG+99RYrV65k/vz5vPbaazW+z9/fX81eCHHo0CE2btyoFjnTaDTo9fo6L8eSvTYajXTp0gUPDw/JXgtRC4qiUFBQoAbPoaGheHp68u2333Lp0iVyc3MxmUzMnj0bHx8fMjIy8PT0JCoqCi8vLxRFISQkhMcee6zasp2dnXF2dm6Etbp1VB5HHKBXr17V5lEUhSFDhqhZ8czMTADy8/N566231GJtnp6e3HvvvRQUFHD27Fl1mnRNF8I2R0dHqyz35cuXgYprm/Ly8jpnubVaLc7OzpjNZmJiYti4cSObNm2iX79+dO7cWfZDIa5DnQPt8vJyFi1axNq1a7l06VK1iuTr1q2rt8ZVVlZWxp49e3jqqaespg8bNoytW7de8b1dunShpKSE9u3b89xzz9XYVRCgtLSU0tJS9e+8vDwAjEYjRqPxOtag4Vja1VTb1xSYzWYKCgpwd3fnzJkzdOvWTb1jazab61RZv6CggJ07d5KUlIROp6Nnz54YjUbat28PVATgzZVsS6I+paenk5OTw++//05+fj6tWrUiKiqKL774gnPnzuHq6oqHhwcDBgzAxcWFdu3a0alTJzw8PPDw8MDe3h5FUbjjjjusllvXfVY0jhYtWtCiRQuraQ4ODjzxxBPk5eWRm5tLYWGhOp74zp07yc3NJT8/H39/f2bNmsXp06dJTk7Gw8MDV1dXiouL5fgk6sXNcL4LCgoiKCgIo9GIyWRSs9wdOnSgR48eda4HEx0dTbt27Th8+DBnzpwhJiaGgoICnJ2dJcN9BTfDtiQq1PdvqFEURanLGx566CEWLVrEqFGjCAoKqnan60rPcF+PtLQ0QkJC2LJlC71791anv/rqq3z22WccO3as2nuOHTvGpk2biI+Pp7S0lM8//5wPPviADRs20K9fP5uf8+KLL/LSSy9Vm/7ll19KlqQZUhQFg8FAeno6Tk5O11zIyGw2k5ubi7u7O+Xl5aSlpeHj4yPdH8UtSVEUdaxnnU6nDoVVVlZGWVkZLi4utGzZkosXL5Kfn4+joyOOjo64u7vj6uqK0WjEzs7uuoetETcns9lMeXk5Dg4OFBUVkZubq25ber2e0NBQLly4QF5eHg4ODjg6OqpDlpWWlqLVarG3t5djs7jlWB67ycrKwt/fH51OR05ODp6entd8vD137hyFhYUEBATg7e0t+5W4qRUVFTF58mT1mv961TnQ9vX1ZfHixYwcOfK6P7wuLIH21q1brbqp/e1vf+Pzzz8nOTm5VssZPXo0Go2GX375xebrtjLaLVq0IDMzs8mOO2o0Glm9ejVDhw69pqIYN6vCwkKWLFmCyWSid+/e1/TMUXZ2Nvv371ez1+PGjcPf37+BWtz4ZFsS8L+LNUvX7qKiIrp160ZqairLli0jLy8Pk8lEy5Ytuffeezl37hxnzpxRM9E+Pj54eHjI9iTqVeXtqaSkhMzMTKvHDyIjI/n+++85fvw4dnZ2uLu7M2zYMCIiIti3b596s8fT01Nukopb4viUk5PDd999R0FBAR06dKBLly51rlNkqWmzZcsWzGYzkydPlscxq7gVtqVbRV5eHr6+vvUWaNe567ijo+M1Dy1wPXx9fbGzsyM9Pd1q+qVLlwgICKj1cnr27MmSJUtqfN3JyclmtVQHB4cmv/M0hzY2NMsJwTI816BBg2jXrl2dAmyTyURubi4+Pj5s374do9HIhAkTbqlnr2VburkpioKiKGg0Gg4fPqw+R2swGBg7dixlZWW88847uLq64unpiZeXF/b29gQEBDBy5Eg8PT3Vrt0AkZGRVzwvyPYk6pODgwPOzs42xxGfNGmSWqzNYDDg6+uLg4MDGRkZXL58GYPBQH5+Pvfffz/+/v58+eWX6vZsGcrMcr64VY73t7qb+fjk7+/PnDlzSE1NZc+ePWzevJmJEyeSnZ2Nm5tbrdfbMjxpcnIyPj4+ZGZmcuHCBSmaVsXNvC3dKur796tzoP3YY4/x9ttv8+67797Qk5CjoyPx8fGsXr2aO++8U52+evXqas/vXcm+ffsICgpqiCaKRlR1HOxRo0ah0WjU56ZrIysri71797J//35CQkKYPHkyt99+u1xsiWan8jjSbm5ueHh4sG7dOtLS0tTK3Xfffbea6XN2dsbT05OgoCC1SNWzzz6rBtIWLi4uRERENNJaCVE7tqqmjx49Wv1/k8mEVqtViz9ZirWdOnWKmJgY0tLS+PTTT9Xg28/Pj+HDh5Ofn4/BYJCMuGhWLBXLW7ZsiaUT64YNGzhx4gSxsbHEx8fXqqeeVqtVr6mKior4/fff2bx5s4zDLcQV1CrQHjt2rNXf69at47///S8xMTHVIv8ff/yx/lpXxbx585gyZQpdu3alV69efPTRR6SkpDB79mwAnn76aS5cuMDixYuBiqrk4eHhxMTEUFZWxpIlS/jhhx/44YcfGqyN4sayZOWSk5NZu3ZtncfBtlxwGQwG5s+fT1RUlFo5HCSjIZqu4uJisrKy1Ey0r68vUVFRLFu2jP3792MymXB1dWXIkCFWBcaqjiM9ZcoUm8uvGmQLcbOwbNtardbmOOKBgYHMmTNH3bcsxXEuXLjA8uXL1XHE27dvz9ixYzl58iQXL15U9y8fHx9cXFxu6DoJURuWa5o777xTzXIvWLCAadOmERwcjMlkqlVGLzw83GocbrPZTHx8vHpNJoSoUKsrqapVCytnlG+kiRMnkpWVxcsvv8zFixfp0KEDy5cvJywsDICLFy+SkpKizl9WVsbjjz/OhQsX0Ov1xMTEsGzZshv+fLmof5YM9ubNm5kwYQJRUVF16iKelZXFnj17SEpK4s477yQyMpLHHnvsmob5EqK+KYpCSUkJer2erKwsjh49ql70e3h4MHr0aHbu3Mnu3burBc49evSgZ8+eVl27AeLj4xtpbYRoXuzs7GyOIx4VFUVUVJTaNd0ywkR5eTmXL1/mxIkTGAwGYmJiSExMZOXKlVy6dEkNwNu1a0dAQADFxcXodDoJSESjqZzlHj58ODqdjgsXLvDFF1/UOstdeRxuRVHIzc1lyZIl11wTR4ibUa0C7U8//bSh21Frc+bMYc6cOTZfW7RokdXfTzzxBE888cQNaJW4kY4dO8aaNWvUcbC9vb3rVE1z9erV7Nixo1r2WoJscaNU7tptuTDPyclh+fLlatduJycnHn/8cQoLC9VxpIOCgtRCNv369aN///7Vlu3r63ujV0eIW0rVccTbtWtHu3bt1L8t3XM7dOhARkaG2jU9ODiYgIAAPvnkE3JyctQAfOjQoQQGBnLkyBHc3Nyka7q4oSzXPiEhIUyaNEnNcsfGxlo9clETy/WXm5sbffv2ZdOmTWzevJmBAwfSsWPHBm27EE2d9A0UzYLZbCYjI4OgoCCKi4vp2bNnrbuIW7LXOTk5TJw4kS5dutC7d2/p2ica3IULF8jJyVED6r59++Li4sLrr7+udu329PQkMjISvV5PdHS0mp229CSyZB2qkotwIZomy74ZEhJCSEhItdcfeOABtVibwWDAxcUFs9nMjh07yMnJUbum/+lPf0Kr1bJu3Tqrgm0tWrSQ/V/Uu6pZ7vz8fACWLl2Kk5PTVbPclTPchw4doqSkBID09HT8/Pwkwy1uSXUOtFu1anXFA/zp06evq0FCVFa5yJmiKDz44IN07ty5Vu8tLCzk+++/JzU1laioKLp37w5Ixk9cP0tGGsDV1ZWkpCRSU1PVC+eBAwcSExPDypUrURRFDZ41Gg0ODg7Mnj27WtdukO7dQtwKbBVrA5g+fTqA2jXd1dWVoqIiXFxc1K7ppaWlPPjgg5w6dYrly5erAXhwcDBdu3alqKiI8vJyyYiL66LX69VMd3x8vJrlDgoKYuzYsVcc3kur1RIbGwtUnCt//fVXiouLpWiauCXVKtCeMWMGb7/9Nm5ubjzyyCNWrxmNRvbt28eKFSv485//3BBtFLcoRVFYuHAhhYWFtS5yZsled+jQgaCgIKKjoxk/frxkr0WdVO3a7eTkRJs2bdi+fTu7d+8mNzcXk8lE//79GTBgAMXFxej1eoKCgvD09CQwMBCoOHba4uPjcyNXRwjRjFTumu7i4sKgQYOqzRMcHMyoUaPUY1RxcTEABw4cYOXKleroAbGxsfTv35/Tp09TWFio3vSTQFzUVosWLWjRogWJiYkcOnQIV1dXMjMz2bVr11Wz3BqNhpkzZ6pF07Zu3crs2bMl2Ba3jFoF2jk5OeozR3/6059szvPee++xe/fu+muZuCVZMthGo5G4uDhGjhxJYGDgVQ/Kp06d4vfff1ez1/b29mg0GjWLLURllsqoRUVFnD59Wr1Y1Wq1jBw5kj179rBs2TK1a3fbtm1p06YNYWFh+Pn5VRtHumfPno28RkKIW4ler6d169bVpvfs2ZOuXbuqXdOdnJwAuHz5MocPH1bHER80aBAJCQmsWbOG4uJi9ZjWqlUr3NzcpHq0qEav19OtWzegImtdWlqqZrl79+5NVFSUzfdV7lKelpaGnZ0dBw8exGQySYZb3PRqFWj/9NNPV51nxIgRPP30002qcJpoPqqOg225g2/r+TaLrKwsUlNT6dy5M8XFxURGRkr2WgDWGenAwECMRiNr165VA+r8/HyefPJJcnNz2bFjh5rlsTxW0KlTJzp37lyta3dQUFBjrI4QQtSara7pPXr0oEePHkBF13Sz2QxUHNMyMjLUrunu7u64ubnx73//GwcHBzUAHzhwIC4uLly4cEEy4gJvb2/GjBlDYmIiBw4cUHtUHDx4kICAAJtZbq1WS2hoKAAODg5s2LBBxuEWN71aBdre3t4cP378is+2fv/999WeNxLiaiwn+7y8PDZs2EDv3r2v2EW8vLyco0ePsmfPHlJTU2nfvj2dOnWiQ4cON7LZogkoKCiwKjQWHR2Nr68vH374IZmZmWqxsenTp+Pu7m7VtdvyvHRQUBAzZ86stuzajCMqhBDNUeUbiDExMcTExFSbZ+rUqeTm5qrHVzs7O4qLi/nuu+/UYm0eHh7MmTOHgoICkpKS1GOrl5cXbm5uN3KVRCPR6/XqDRyAlJQUfvnlF4KCgoiPjycmJqbaDWuoGCqvbdu2HDx4kM2bNxMcHIy/vz9ms1kCbnFTqVWg/e9//1s9aHbp0sXqLqaiKKSnp3P58mXef//9hmmluDHS0+G112DZMjh/Hjw8oE0buPdeuO8+cHaGjz6CL7+EvXshPx9ycuAKRTFqYjabOXLkCBs3bqR379506dKFhx56qMY75FlZWTg6OqLX69m+fbs8e32TUxQFk8mEg4MD586dIyUlRR32qmPHjnTq1Ilvv/2WnJwc9eIuIiICgOHDh+Pq6lqt2NjgwYMba3WEEKJZ8fHxsVlLYt68eWqxtry8POzs7DAajWRmZnLy5EkMBgM6nY45c+aQnJzMrl271GrpISEhREREYDQa1ce7xM1l1KhRDBo0iAMHDrBz507atWtHWVkZBQUF1bLcli7lsbGxaDQakpOTWbVqlWS4r3YtXlICL7wAq1ZBair4+sKYMfDKKxXziialVoH21KlT1f8fM2aM1WtarRY/Pz8GDBhQ4/MZohk4fRr69KkIml99FTp2BJMJjh+HTz6B4GC4/XYoKoLhwyv+Pf30NX3U2bNnWbZsmToOtqU6ZdWTrslkIjk5Wc1e33777cTGxjJr1qzrXVvRyBRFoaCgAIPBgNlsJiwsjOTkZHbv3q1mUDp06MCYMWO4cOECly5dUseRDg4OBmDatGk2x08PCwu70asjhBC3jKpd0319fRk7dqz6uqWnmr+/PzExMeo44mazmYiICNauXcvu3bvVANwSbKWmpqqjNLi5uUkg3kxZstyWTPfx48f57rvv1Cx3+/btrXqNWX7ntm3bUlpaqo7DPWLECNq0adMo69BoanMt3ro1pKXBP/8J7dvDuXMwe3bFtO+/b+w1EFXUeXivF154oSHaIRrbnDlgbw+7d0PlLHHHjjBuHPx/MTwsVec3bKjT4s1mMydOnKBt27bodLorjoNtqeC8bds29u/fT1xcnGSvmyGTyUR6erravbukpIShQ4dy8uRJvvnmG7Vrd+vWrQkLC8PNzU0dR9rDw0MdR7p37942l28ryBZCCNG4LMdmW0OYAQwZMoTu3burN1Utx/qDBw+SnJysdk0fM2YMHTp0YMOGDWi1WrX3UmBgII6Ojjd0ncS1a9u2LfPmzePAgQNs2bKFjIwMhg0bpl7rWVQumnbw4EG1kN+xY8eIjIy8NTLctbkW12jghx/+91pEBPztbxUZb5Op4v2iyZBfQ0BWVkUXlFdftd6xK7vGO8tVi5wFBgaq/yqzZK/37t1LRkYG8+bNo1evXvTt21fuajdBloy0TqfDzs6OrVu3kpOToz7TN2PGDEpLS/nmm2+snttTFIXQ0FCb40iHhIRcsfidEEKI5q+mccRHjhzJyJEj1a7pliDMzs6Oy5cvq13T7777bgICApg/f756U9bT05OePXtiZ2dHYWGhZMSbGEuWu3v37phMJhRF4aOPPsLNza1altsScAMUFRWxatUqVq5cefN3Kb+ea/HcXHB3lyC7CZJfRMDJkxV3ydq1s57u61vxLAjA3Lnwj3/UedFLly4lJSWlxnGwFUXBbDbzn//8B3t7e+Li4hg3btzNeyBtJhRFIT8/X804BAYG4ufnx9KlSzl//jwGg4Hy8nKmTp1KWFgYmZmZuLm5ERwcjIeHB46Ojjg7O/PYY49VW7ZOp0On0zXCWgkhhGjqKo8jDpCQkFBtHrPZzMiRI9VzVGZmJnZ2dmRmZvLBBx+oxdr8/f2ZOHEiOTk5pKamqjd+pVhb49BoNGpAff/996tZ7pUrV/KnP/0JR0dHqxskzs7OzJ07Vx2H++jRo0yePLmxmt+wrvVaPCur4vnsBx64Me0UdSKBtvifqnfKdu4EsxnuuQdKS2u1CEsG+9y5c9x2220MHjwYV1dXq8C5cva6TZs29OrVi3vvvRdfX1+5A32DZWdnk5aWpnbvtjz//OOPP3Ls2DF1HOm+ffvi5+dHVFQUHTt2rDaOdNXaDUIIIURD0Wq1NscRDwgI4Nlnn1XHES/5/wAlNzdXrQGSn59PeHg4kydPxmAwsHz5cry8vNQ6IH5+fjd6dW5JlbPcly9fxsnJiX379rFv3z6rLHflLuV5eXkArFy5En9//5szw12Xa/G8PBg1quJZbXm0t0mSQFtAZGTFjp2cbD3dchKr9AxNTRRF4dChQ2oX8YSEBBRFUZ+9skhOTubXX39Fp9MRFxenFkKTE1v9snTtLioqIiAggLS0NPbu3ave/ff39+euu+7i2LFjHDlyRA2cLXf5R4wYwfjx46sNyyEFD4UQQjRltrqmh4eHM2PGDKDiZn/p/wcsDg4OODs7q1XTW7duzYABA/j5559JSUlRz42dOnUiLCxMDQila3r90Wg0akXyqKgoysrK2LJlCytWrGD48OFqN3LLc/pQMf77xo0b1XG4O3Xq1PzrttT1Wjw/v6Iwsasr/PQTyLCkTdI1B9onT57k1KlT9OvXD71ej6IoctBprnx8YOhQePdd+OMfa342xAaz2UxZSQmOjo7s37+/WpEzS/Y6OTmZsWPH4u/vz/jx4wkPD5ft5TooikJhYaGaic7NzaVPnz5cunSJ7777jtzcXEwmE4GBgTzw/92JLONIe3h4qMO29OrVi169eqnLNRqNHD16FGdnZ5tjXwohhBDNmb29Pfb29hiNRlxcXBgwYIBVFWyAAQMGkJWVpd6ctli+fDlnz55Vu6bfcccdtGzZkm3btuHi4mLVNV2ucequcpY7NTUVnU6HoigsXbqU1q1bq1nu2NhYOnTowKFDh9i7dy8dOnRQh41rthnuulyL5+VBYiI4OcEvv4A8jtdk1flKOisri4kTJ7Ju3To0Gg0nTpygdevWzJo1C09PT958882GaKdoaO+/XzGkQNeu8OKLEBsLWi3s2lVxdy0+vmK+9HRIT8d8/DhaYOkrr+DXujUJ99zDlClT1MUpisKaNWvYv3+/mr0uLy+vsQqpsKYoCoqioNVqOXLkCNnZ2WqxsVGjRqHX63nzzTfVrt2enp6YTCY8PDwYMWJEta7dwcHBardwIYQQQtSs8sgXlU2dOlUt1mYwGPDx8UFRFKsRNvLz89XnjX/44Qe1WJunpycdO3ZUE1MSiNdMo9HQsmVLAMrLywkODlaz3LGxsQwbNgw7OztiY2PVnpHr1q3j0KFDzbtoWm2uxfPzYdiwiuF2lyypCLr/v0s9fn7QHNf7JlbnQPvRRx/F3t6elJQUoqOj1ekTJ07k0UcflUC7uYqIgH37KqodPv00nD9fcaesfXt4/PGKIQcAPvgAXnoJSwedsW+9VfE/bm6Y7r2X5ORknJ2dad26NTqdTrLXNag8jrSLiwve3t5s3ryZc+fOqXfQLUObHDp0SL17HhQUhJOTEzqdjmeffbZa1tnBwYGIiIhGWishhBDi5mara/qdd96p/r/JZMLOzo6ysjKrccRTUlKIjY3l1KlTfP3112oAHhISwqBBgzAYDOTl5UlGvAo7OzurLPepU6ews7MjJSWFnJwcNcs9YMAAfHx82LRpE5s2bWLChAnNL8FQm2vxnTthx46K+SMjrd9/5gyEh9/wZoua1TnQtpTZDw0NtZrepk0bzp07V28NE40gKAj+85+Kf1WYzWYOHzxI+GOP4fTMMxw6dIhOnTphZ2eHwWBg165d7P/3v9HpdAwcOBCwXSn0VlJSUkJmZiYGg4GcnBw8PDyIjY1l7dq1bN++XR1HOiEhge7du+Ph4UF0dLTV3W+Au+66y+bypWu3EEII0bRYzs1OTk7ExcVVe71Vq1bMmTOnWrf0c+fOsXbtWnUc8S5dujBq1CiOHDlCZmamel3g6+uLs7PzjVqdJsOS5bZkuktKSqyy3N27d7cah9vT05OSkhKOHj3avDLcV7gWB2DAgIrq5KJZqPOVemFhoc0dPDMzUx1cXtw8qo6DPXbsWFq2bElsbCwnT56kbdu2apfmWyl7rSgKRUVFuLi4YDAYOHTokHrSdHJyYsKECepwFJaTo6urKwBxcXF07ty52jjSlu5PQgghhLg52dnZ2XyMrlOnTnTq1Entmq78fzBlNpvVYm0Gg4Fu3bqRkJDAzz//TF5ennpzvn379vj6+qrX6Tf7tVjbtm1p06YNqamp7Nmzh0uXLuHj48OpU6fULHd6ejq///67WjStWQXc4qZQ50C7X79+LF68mFdeeQWouMNkNpt544031EymuHls27aNXbt2qeNgGwwGVq9erT57HRISQqtWrWjVqlVjN7VeVS02FhUVRWlpKUuXLrW6C/3ss89SWlpKRkYGHh4eREVF4evrC0DXrl3p1q1btWV7eXndyFURQgghRDNRdRzxDh060KFDB/VvSwAeFxfH5cuX1a7pxcXFAMyfP5+SkhI1AB81ahReXl5qlvdm6ppeNctdVlbG6tWryc/PJzY2lvj4eKtxuLOyshgyZEgjt1rcSuocaL/xxhsMGDCA3bt3U1ZWxhNPPMHhw4fJzs5my5YtDdFGcQOZzWaOHDnCzp07mTx5Mt26daNr164YjUbs7Oz46aef8PT0vGmy1xcvXlQri+bk5NC9e3f8/f15/fXXKSkpUYuNhYWFodfriY6OVguNeXh4oNFoCAgIYNy4cdWW3dy/GyGEEEI0LZZrixYtWtCiRYtqrz/yyCNqsTaDwYBer6e0tNRqHHE7OzuefPJJCgoK2Lx5sxqAe3t7V3s0tDlxdHTkwQcfVLPc3333HXPmzCEyMlIdntRkMrFkyRI6deokGW7R4OocaLdv354DBw4wf/587OzsKCwsZOzYscydO5egoKCGaKO4QQ4fPsyGDRvUcbDz8vLYv38/SUlJtG/fnlGjRjFjxoxmMVahpdiYoii4u7tz+PBhzpw5o554evbsSdeuXdmwYQNFRUVWVbo1Gg33338/bm5u1Z6DjrdUXxdCCCGEaGJsFWsDrMYRz8vLw8HBAa1Wi6urq9o1XavVMm3aNA4dOsT69evVa6OWLVvSuXNnCgoKMJvNTTojXjnLbTab0Wg0bN++nd27dxMbG0uXLl2Ii4tTx+Hu168fnTt3buxmi5vUNVVTCgwM5KWXXqrvtohGYDabyc3NxcvLi4yMDLp3705cXBxnz57lo48+IioqSs1eA00myLZ07bZkou3s7Gjfvj379u1jy5Yt6jjS3bt3Z8SIEZSVlaHX6wkMDMTT05PAwEAAJk2aZHP50r1bCCGEEDebyl3TPTw8GDRoULV5WrdujbOzs5qcKC0tBWD37t1s3LhRHQmlW7du9OzZk+PHj1NSUtLkuqZbrlkHDRpEmzZt2Lt3LwsXLuSOO+5g7ty5HDhwgPT0dAAMBgNubm6S4Rb16poCbYPBwM6dO7l06RJms9nqtfvuu69eGiZqUFwMev11z1+5yJmLiwujR4/GZDKxYcMGIiIiCAsL49FHH8XFxaUeG197lnEmS0pK1AIgOTk5mEwm7rzzTo4cOcL333+vdu0ODw+nffv2hIaGMmLECLVrt4ODAwBdunRplPUQQgghhGhOLMO0VjVgwAD69u2rdk23FEfOyMjgxIkTatf0UaNG0bVrV3777TfMZrMagEdERODi4qJe490olbPciYmJ2NnZUVxczOrVq+nQoQOXLl1i3bp1XLp06epF0+rpOlzcGuocaP/666/cc889FBYWVrtjpdFoJNBuSAsWwOuvw7p1YOO5nGpSU2HQIHjiCfjDH9TJpaWlfPzxx2oX8XPnzjF//nw1e+3l5YVGo2nQ4aMqjyPt7++PnZ0dK1asUO+eGgwGHn/8cYqLi9mxY4d6kLZkmtu1a2dzHGk/Pz/8/PwarN1CCCGEELcqW13TExIS1CFdTSaTWrCtZcuWZGZmql3T/fz80Ov1/P3vf8fNzU29thsyZAj29vZcvHixwTPi+v8Peh0cHJg4cSJ79+5lwYIFtGrViv79+7Np0yY2b97MjBkz1NFiVPV0HS5uHXWOpB577DFmzJjBq6++ekuO49doiosrdu6TJyvG0Nuw4co7eWpqxXynT8Prr2OePJnDp0/j4uKCh4cHfn5+eHt7Ex8fj7+/P4mJifWeva5ctdtgMBAREUFQUBCLFi3iwoUL6jjSkyZNIigoCGdnZ4KCgtQDr6OjIzqdjpkzZ1ZbtowhLYQQQgjRtFxt2FJFUZg9e7ZVYsXBwYHc3Fy+//57tVibn58fDzzwAJmZmRw5csSqYFu1APgaVM1yX7p0ibCwMHJzczl//rx6DZuZmVmR4S4ru67rcO69VzLbt6A6RysXLlzg4YcfliD7RtPrK+6gWXbaK+3klXZuc0QEhxcsYNOiRZSUlODs7ExWVhZRUVG0adMGwGbVyqtRFAWj0YijoyOpqamcO3dOPWC2adOGHj168Msvv5CWlqYeHC3DLwwZMgS9Xl9tHGlbzwkJIYQQQoibg0ajsVmszcfHh3nz5qnF2goKCgAwGo1W44h7eXkxffp09u/fz8GDB9VhzFq2bEl4eDhlZWU4ODjUKSOu1+sJCwsDICIiguzsbD7++GO8vLwoKyv73zjca9ZgN2hQna7Dad264vpdguxbUp0D7cTERHbv3m3z2Y0b4f333+eNN97g4sWLxMTE8NZbb6ndVWzZuHEj8+bN4/DhwwQHB/PEE08we/bsG9jietSiRcVOXTXY/v/CXoC6cytnzqBp3ZqDH33E8m3bGDBgAB07diQpKYnOnTtfNXtdudhYaWkpERERnD59mq1bt2IwGMjNzaVVq1ZMnjyZy5cvk5GRgaenJ0FBQerQEHfffbfNA11zHjpCCCGEEEI0jKpd04OCghg7dqz6uqVbemhoKGazWR1H3MHBgfDwcJYtW8bhw4fVALxbt25ERUVx9uxZtFrtVbumh4SEEBISQmJiIgcOHKBt27acPn2aVatWUdKvH702bEAZMADNVa7D1SD7aplvcVOrc6A9atQo/vznP3PkyBE6duyoFpuyuP322+utcVV98803PPLII7z//vv06dOHDz/8kBEjRnDkyBE1W1rZmTNnGDlyJH/4wx9YsmQJW7ZsYc6cOfj5+dkc97hZsBVsr11b8dqFC5iHDOGwszOrH3sM17AwLm3dSrt27YiOjsbV1ZU+ffqoiyovL+fixYtqJjovL48RI0Zw/vx5Fi9erHbtDg0NJSIiAldXV3UcacuQDwBxcXHExcVVa2pTqDgphBBCCCFuDpZrS19fX3x9fau9Pnr0aPr3769e27q7uwOwf/9+Tp8+rXZNv/vuu4mMjGTVqlXodDq1DlBQUBD29vbo9Xp69OgBQNu2bUlJSWHt2rUc8PMj/4EHGLxmDbFr12JX5TqcwYMlyBYqjWK5NVRLVxreSaPRUF5eft2NqkmPHj2Ii4tj/vz56rTo6GjGjBnDa6+9Vm3+J598kl9++YWjR4+q02bPnk1SUhLbtm2r1Wfm5eXh4eFBbm6uurM2CZXumBmjo1n+2msEffQRW9q2RWNvT2B0NH5hYcTFxeHl5cXWrVvJzs5WDzyTJ0/G2dmZ9957Tw2cPT09GTBgAOXl5eTn51fr2i1ufkajkeXLlzNy5MhqN9GEqCvZnkR9ku1J1CfZnm5Nlq7pLi4uODo6smHDBqt6QtOnT8fJyYmFCxeqSSUvLy/69OlDQUEBe/bsIT09ncz0dMrS0+m1eTPdDAaWv/YaI59+GoejRyXIbsbqO+6rcxRVdTivG6WsrIw9e/bw1FNPWU0fNmwYW7dutfmebdu2MWzYMKtpiYmJLFy4EKPRaPPAWlpaqo4XCBVfOFQckI1G4/WuRv0JDKy4gzZyJBtDQzly5AhJ8fG4lpZiHxjIqYsXOZaaSkBAAK6urmRnZ+Pk5ETbtm3x8PDAyckJOzs7Hn74YavFms1mNBoN7u7u6nPY4tZh+b3ldxf1QbYnUZ9kexL1SbanW5ebmxtQEXT37du32usmk4nExERyc3PVrukmk4lLly6xadMm7OzsKoIwHx/WDBnCrrw87FJTMWZkQHQ0LF9ecZ0u21azU9/Hg2aTrszMzKS8vJyAgACr6QEBAepg81Wlp6fbnN9kMpGZmUlQUFC197z22mu89NJL1aavWrWqaRaAe+01Tpw4Qdn/tXfn4U2Waf//32mSpkuW7klLaSnQQllaoGXtsO+4IYogiKC4AS6IOoqOis9X8afPiD6oOOCGM4ioo6Lj3hFoRUQRZC0WkB2alJY26b4lvz86uYdaEIopadrzdRwekrtZzhuutjnzua/rKiujU1KScm4hISEEBweTk5PDgQMHUKlUlJeXU15eTl5eHr/88ou3KxctWGZmprdLEK2IjCfhSTKehCfJeBJnU1dXh0qlQqVSUVRUxJtvvklNTQ0GgwGz2UxNTQ1HiopQaTQUh4YSUFbG16+/Xn9p+44d9f8Jn1NeXu7R57ugRnvp0qXcdtttBAQEsHTp0t+9728TUk/77bzf8216f7b7n+2428KFC1mwYIFy2+Fw0L59e8aMGdOyLh2H+rkgEyZQWlTEq/feS+26dVz188/s+n//j/zKSvLz88nPz2f+/PlYrVZ27NhBVFQUZrOZyMhI/P39vX0GooWpqakhMzOT0aNHy6V04g+T8SQ8ScaT8CQZT21XdXU1JSUlOBwOSkpKMJvNmM1mvvjiC44fP05JSQmVlZVMnjyZxMRE/vnPf2IymTAajRgMBrp160ZAQAAVBw8SOGkStTYbmW+8wdDbbyc4LKw+0W7XztunKS6C+0pmT7mgRvv5559n+vTpBAQE8Pzzz5/zfiqVqtka7YiICNRqdaP0Oj8/v1Fq7WaxWM56f41GQ3h4+Fkfo9Pp0Ol0jY5rtdqW9YP42DFlwQV9cjKdO3fm9LFjfNajB9fPn496/Xpo3x6n04mfnx+BgYH4+/uzb98+srOziYqKYubMmeTm5irJv9lsJiQkRBYxEy1vvAufJuNJeJKMJ+FJMp5al+rqaqqrq9Hr9Rw/fpyDBw9it9txOBwkJCQwaNAgPv74Y3755ReleQ4ODiY2NpYuXbrQpUsX5XhgYCAqlYrrr7++8QsdO4b/ZZfBwYOokpNxOp28etNNzFi5EsvIkTJH20d5+mfBBTXahw4dOuufLyV/f3/S0tLIzMzk6quvVo5nZmZy1VVXnfUxAwcO5F//+leDY19//TXp6em+/UP1t1sHfP456h07mHrXXfxyzz34/fqrsuWA33++ySMjIxk7dixAg7nXfn5+FBYWkpOTQ0FBAQMHDmTUqFH8/PPPOJ1OzGYzUVFRkn4LIYQQQgivqauro6ioCIfDgcPhoLa2lvT0dA4cOEBmZiYOh4PKyko6duzIjBkzKCoqorCwEKPRiMViod1/UuarrrqKa665plGw1KVLlwsr5Czvw/127KB7795k2WxMefPN399nW7QZPjNHG2DBggXMmDGD9PR0Bg4cyIoVKzh69KiyL/bChQs5ceIEf//734H6FcZfeuklFixYwK233sr333/P66+/zjvvvOPN0/hjzrY/n8UCO3agS0ggfcUKSsaPJyshgXEjRqBZt67RN7lKpVIa58TERBITE4H6xR9qa2sBqKio4MCBA6xbt47y8nKmTJlC165d+eGHHzCZTFgsFkwmk6TfQgghhBDiD6mursbhcBASEoLT6WTz5s3Y7XblEu9bb70Vq9XKypUrMRqNGI1GIiMjgfqrXkeMGIHRaMRkMhEYGAhAz5496dmzZ6PX+kNh2++8Dx84ejTL9u3DmpaGZetWabbFhTXaZ85ZPp8lS5ZcdDHnM2XKFAoLC/mf//kf8vLy6NGjB59//jnx8fEA5OXlcfToUeX+CQkJfP7559x77728/PLLxMTEsHTpUt/dQ/ts39zt2zdc1bB9e/w//hjbkiWsCQlh6jma7bPRaDTKdl6DBg1i0KBBuFwuSktL8ff3x+VykZeXx7Zt2ygoKECr1TJnzhwCAwPZuXMnFotF0m8hhBBCCNFAUVFRgzQ6OTmZyMhI3njjDU6dOkVlZSUajYZbb72VsLCwBkm0e42kmJgYHn744UYhj3uL2mZ3nvfher2e/gMGkDdwIJbbbqu/nzTbbdoFNdo///zzBT3ZpUg3586dy9y5c8/6tZUrVzY6NnToULZt29bMVV0CFRUwYkTjb+6z0HXqxA0LFrBqyRLWDBjA1FGj0GzfDv/5hK8pVCqVsg0CwMSJEwGU1c0NBgMOh4O9e/eyfv16ysvLsVgs3HbbbdjtdqxWq6TfQgghhBCtkDuJ9vPzIywsjD179nDw4EGloU5PT6dv3758+umnFBcXK2m0+wrK4cOHExgY2GBONNBgmmiLcIHvw0eNGlX/hw0b/tuUjxgBO3de1Ptw4dsuqNFev359c9chzicwEP78Z3j2WbiAhNrdbGc+9hi1Cxag8fA3t0ajwWKxAPWfJM6YMQOXy0VZWRnFxcWoVCoKCwtZv369kn6npKQwYcIE8vPzqa6ulvRbCCGEEKIFKy8vx2q14nA4sNvtBAQE0L9/f3788UfWr1+vJNHp6emMHTuW2tpagoKClCTa/V5xxowZZ33+hISES3k6F68J78MPHz7Mrl27uGLDhvom+89/lia7jfKpOdpt3q23wg03XPA3q65TJy5/7TWcOh2bN28mPT1duTS8OahUKvR6PXq9HoBOnToxZ84cJf12f3p54MABvvvuO8rLywkLC+NPf/oTvXv3Ji8vj4CAAFn5XAghhBCiGbmTaPdq3A6Hg+zsbGVOtNPpZO7cuRw/fpyvvvpKSaJjYmKA+oXD2rdvr8yJdr9vS01N9eZpNa8LfB8eHh7Ozp076du3LxZJstu0i+q6tmzZwvvvv8/Ro0eprq5u8LUPP/zQI4WJc2jqN2tgILXV1ezZs4cDBw4wderUZm22z+bM9Bvq538PHDiQ0tJSbDabcmn6xo0b+eWXX9BqtZjNZsaMGUO7du2wWq2EhYVJ+i2EEEIIcR4ulwuVSsXhw4cpLi5W0ughQ4YQGBjI888/ryTRRqORW2+9FbVa3SCJNplMACQlJZGUlNToNUwmk3KfNuUC3ocbDAbS0tLIyspiypQpl6Ao0VI1ueNas2YNN954I2PGjCEzM5MxY8awf/9+rFZry5tPIYD6rdFuuOEGVq1axZo1a7zSbP+We+73mfO/J0+erKTfNpsNvV6P0+nk7bffprS0lLCwMMxmM5dffjk6nY6SkhKZ+y2EEEKINuPMJNpoNBIREcHGjRs5cuSIcvyyyy6jR48eZGVlAShptHvXmZkzZzaaEw0wcuRIb51Wq5ORkcGLL75IcXHxpVmoTbRITe62Fi9ezPPPP8+8efMwGAz83//9HwkJCdx+++1ER0c3R43CA3Q6HTfccAPvv/8+BQUFDRLmlsSdfp9Z34IFC5T022azodPpKCgoYMWKFUr63a5dO8aMGaNcYSHptxBCCCF8SV1dHWq1msLCQo4dO4bdbsfhcBAVFUX//v35/PPP2bJlC2q1GpPJxKBBg4iIiMBoNJKUlKQ01OHh4QDMnDnzrK/TUt8DtiYGg4H58+cTFBTk7VKEFzW50f7111+57LLLgPrmraysDJVKxb333suIESN44oknPF6k8AydTsf06dOVy4liY2O9nmxfiDPT786dOwNgNptZuHChkn6Xl5cDsHv3bv71r38p6XdSUhK9evWiuroarVYr6bcQQgghLrkzk+iKigq6d+/OiRMnyMrKUi7tDgsL49Zbb+XEiRPs2LFDaZxDQ0MBGDJkCMOGDWuURKekpHjrtMTvCAoKYs+ePURERGA2m71djvCCJndZYWFhlJSUANCuXTt2795Nz549KS4uVpod0XKpVCpcLhcbNmxAo9G0iMvIL9bZ0u/evXuTlJSE1WrFZrPhcrkA+Oqrr9izZw9ms5moqCh69uxJXFwcTqcTPz8/b52CEEIIIXxcdXU1arUalUrFzp07lYba4XBwzTXXUFJSwssvv6zMiQ4NDaV79+4EBQWRmJioNNTuOc8pKSlnbZ7di80K33Hs2DF2794tc7XbqCZ3WIMHDyYzM5OePXty3XXXcc8997Bu3ToyMzNlboePUKlUXH/99S1qzranuFc+79y5s5J+A4wfP56+fftis9mwWq1UVVUB8Prrr1NZWYnZbMZsNpOamkpISIiykIgQQggh2q4zk2iHw0FsbCwRERGsXbuWvLw8HA4HlZWVzJo1i7i4OHbt2oVer8doNGI2m1GpVISFhfHAAw80SqJDQ0Pp27evF89ONLeMjAyWLl2K1WqVS/bboCZ3Vy+99BKVlZUALFy4EK1Wy8aNG5k0aRKPPvqoxwsUzcM9Z3vVqlXs2bOndW/HQMP0+8xzvf7665X022azUV1dTV1dHUuWLCEiIoKoqCgsFgspKSlotVovnoEQQgghPKmuro6ysjJCQkI4cuQIhw8fxuFwUFJSQlJSEunp6bz//vscPnxYSZ0NBgMREREkJiaSnJysJNHuJvpc+0XLXN22SVYgb9su6tJxNz8/P/785z/z5z//2aNFiUtDp9Mxc+ZM1Go1JSUlBAYGtppk+0KdLf12Op3MmDFDab737t1LamoqVquV999/X0m/o6Ojz7rlhRBCCCG8q7a2VtnayuFwANCrVy9ycnKUedGVlZVUV1czdepUCgsLOX36NEajEYvFQmxsLADXXXcdGo2m0VVu3bt3v+TnJHzTn/70JwoLC71dhvCCJndVw4cP54YbbuDaa69tm/vntTLuxjozM5Py8vJWdRn5xfLz82s09xvqP2QaP3680oDn5+eTlJTErl27+Omnn5T0OzY2Vha9EEIIIZqJ+3LusLAwqqqq2LJli7JCd0VFBbfccgtHjhzhnXfewWQyYTQalZ1xzGYzI0aMIDg4mB9++IErrrgCgD59+tCnT59GryVXs4k/Sq/XExwcTF5enuzQ1MY0uaPq2bMnf/nLX7jzzjuZMGECM2bMYMKECbKdko+77LLLWuWcbU/y9/dvlH4DxMXFUVdXh81mY8+ePRQWFjJmzBiys7OxWq1KAh4bGysLmQghhBDncfr0aSWNttvtpKSkEBISwooVKyguLqayshK1Ws1dd92Fv78/hYWFShJtNBpxuVx07NiRRx55pFESHR4eTnh4ODU1NWdNqoVoDuXl5bzxxhvcfPPN0my3IU3uppYuXcoLL7zAv//9b1avXq1cenzttdcyffp0hg4d2hx1imZ25pztdevWMWbMGG+X5DNMJhO9evVqdLxjx46o1WpsNhs5OTn069ePtLQ0Pv30U1QqFRaLBbPZjMVikQ82hBBCtHruJFqj0RASEsLOnTs5cuQIJSUl2O12MjIySElJ4cMPP6SiokKZF11TU4NKpWLkyJEEBwc3mBMNcPXVV3v5zIT4fcHBwaSlpZGdnS1ztduQi3p37+fnx5gxYxgzZgx/+9vf+Ne//sVTTz3F66+/Tl1dnadrFJeIu9l2uVw4nU6cTqc0gH9AbGysMsfrTB06dODEiRPk5OSwbt06rr/+emJiYvjwww+JjIxUmm+TySSftAshhPAZZWVl2Gw2ZV60Xq+nT58+fPfdd2zcuJHKyko0Gg2DBg1i+PDhVFdXExQUpCTRMTExANxyyy1nff7fXlEmhC9xr0Aul5C3HX+oi7JaraxZs4ZVq1axc+dO2aKgFdDpdAB8++23HDlyRC4jbwY9evSgR48eAMo+37W1tURHRyvpd2FhIQ8++CAlJSV8//33SvMdFRUl0zSEEEJcUu4kurS0lA4dOlBYWMimTZuUJNrf35/Zs2dz8OBBNmzYoCTRwcHBAHTr1o1OnTphNBobJNHp6enePC0hLimDwcCIESOoqanxdiniEmlyB+VwOPjggw9YvXo1GzZsoGPHjkybNo01a9bIJ42tSL9+/di3b5/M2W5m7jcbWq2WjIwM5XhdXR1qtRqVSoVGoyEnJ4f169ej1+uZM2cOhw8f5siRI8r875CQEEm/hRBCNJn7A99Dhw4pc6IdDgcjRozA5XLx8ssvK3OiTSYT8+bNQ61WN0iiQ0JCgPp1fHr27NnoNUJDQy/lKQnRYg0cOBD47/s80bo1uXsym82EhoZy3XXXsXjxYkmxW6kz52x/9NFHTJ482dsltSnuH76hoaGMHTsWqH8zVF1drfy5sLCQnJwcCgoKSE1N5corryQnJ4eKigrMZrOk30II0ca5k2iHw0FISAhhYWGsX7+evLw8paGeNGkSiYmJ/Pvf/0an0ylpNNTv/XzjjTc2mhMdEhLCyJEjvXlqQvisbdu2sX//fpmr3QY0udH++OOPGTVqFH5+fs1Rj2hB3M326dOngfrmTlJT71GpVMql/QkJCSQkJAD1l527G/Dy8nJl7nd5eTlXXnklvXv35ueffyYwMFDSbyGEaCXcidipU6c4ceKEkka3a9eOPn36sHbtWnbs2IFGo8FoNDJ06FDCwsIwmUzo9XqMRiMmk4mwsDAAbrvttrO+jswlFcKzEhMT+eKLL2SudhvQ5EZbVqNuW3Q6HdHR0fz666/8+OOPTJ48WS4jb2E0Go3yb5Kenk56ejoul4vS0lLl+MmTJzl69CgFBQVotVpmzZqF2Wxm27Ztkn4LIUQLc2YSXV1dTdeuXTly5AgbN25UjsfExDBjxgyOHDnCnj17lCTaZDIBMHLkSMaMGdMgiQbOule0EOLSMRgMsgJ5G9HkjikhIeF307CDBw/+oYJEyxQbG8uGDRtkzraPUKlUGAwG5fZll10G1KffBQUFhIeHU1lZ2SD9Dg8P55ZbbqGmpoZ9+/bRrl07WflcCCE8rLq6Go1GQ11dHXv27FEu4S4pKWHq1Knk5eXx2muvKUm02Wyma9euBAcHk5SUpDTT7su73R+w/taZvwOEEC1LRkYGb731FpWVlQQEBHi7HNFMmtwtzZ8/v8Htmpoafv75Z7788kseeOABT9UlWpgz52yvWbOGadOmyfQBH6TRaLBYLED9AmwzZszA5XJRVlZGQUEBarWa6upqsrKyKCwsRKvV0qVLF66++mpOnz5NeXm5pN9CCHEOZybRDoeD+Ph4QkNDef/99ykoKMDhcFBZWckdd9xBWFgYO3bsUJJoi8WC0+nEYrHwwAMPNEqiIyIiiIiI8OLZCSE8xWAwMG/ePAkzWrkmN9r33HPPWY+//PLL/PTTT3+4INFyuZvtPXv2SJPdiqhUKvR6PXq9npqaGoKDg5k8eTIqlYqCggIqKyuB+hVp3el3WFgYffv2ZcCAAeTn56PVamXutxCiVauurqa2tpagoCAOHjzI8ePHsdvtlJSU0KNHD1JSUli1ahV5eXlK8xwWFkZoaChdunQhJSVFSaLdTfTMmTPP+lpBQUGX+OyEEJeaSqXiiy++oHfv3koIIloXj13/O378eBYuXMibb77pqacULZBOp6NPnz7Y7XaysrKYMGGCXEbeSp2ZfgOkpaXRp08fSktLsdlsyqVOP/zwA9u3b0er1RIVFcWwYcPo2LEjp06dwmQySfothGjxamtrKS4uVpJojUZDjx492LFjB5s2bVKS6F69enHVVVeRn59PYWGhkkS7f1becMMNaLXaRh86pqSkeOO0hBAtnEqlIisrS+Zqt1Ie65D++c9/KitXitYvICCAU6dOyZztNsY99/vMuX9XXHEF48ePp6CgAJvNpswbfO+99ygoKCAsLAyz2cyYMWMwmUzY7XaZ+y2EuGTcl3OHh4dTVlbG1q1blTnRdXV1zJgxg3379vHhhx8qiXP79u2B+hW3R4wY0SCJBhgwYMBZX0s+WBRCNEVGRgZLly7FarVKqt0KNbk76t27d4M3yC6XC6vVyqlTp1i2bJlHixMt12/nbEuz3ba50+8zf0nMnTtXSb9tNhs6nY7S0lJefPFFtFotZrMZs9nMuHHjcDqdOJ1OeZMqhGiywsJCZUExh8NB7969CQgI4PXXX8dut1NZWYlGo+G+++7D6XRy+vRpJYl2r9DdtWtXHnnkkUYfAEZFRREVFeWN0xJCtAHuFcg3bdrEpEmTvF2O8LAmd0YTJ05scNvPz4/IyEiGDRtG165dPVWX8AHuZvubb76hrq5OGm3RwJnpd+fOnZXjCxcuVNLvoqIi/Pz82L9/P2vWrFHS74SEBPr27UttbS1qtVrSbyHaIHcS7e/vj9FoZMeOHRw7dox3332X0tJShg8fTpcuXXjnnXdwuVzKvOja2lo0Gg0jRoxQjrnnRAcEBHD11Vc3ei1Zd0QI4S1Dhw6V9zmtVJM7o8cff7w56jivoqIi7r77bj755BMArrzySl588UVCQkLO+ZhZs2bx1ltvNTjWv39/Nm/e3Jyltik6nY4JEybgdDrZtGkT/fr1k4Zb/K6zpd9JSUncd999WK1WbDYbdXV1AGRnZ/Pjjz8qe30nJyfTsWNHXC6X/FISwseVlpaSn5+Pw+HAbrcTGhpKSkoK69atY8uWLVRWVqJWqxkxYgSDBg2iqqoKjUZD586dCQ0NpV27dgDnXLk3KSnpUp+SEEI0WWBgIBUVFezYsYPU1FRvlyM8qMkd0bZt29BqtfTs2ROAjz/+mDfffJNu3bqxaNGiZrv0c9q0aRw/fpwvv/wSgNtuu40ZM2bwr3/963cfN27cuAYLtMmlqc2jtraWvXv3cvDgQbmMXDSZe+Xzzp07N0i/hwwZQrdu3bDZbFitVsrKygB45513KCwsVC4/79GjB+Hh4d4qXwhxBncSXV5eTlxcHPn5+fzwww+UlJRgt9sxGAzccMMN/PLLL3z//fdK6uz+4DwlJYXk5GRMJlODLa769etHQUEBaWlpaLVa5fXkQzchhK+rra3l008/JSoqiujoaG+XIzykyd3Q7bffzkMPPUTPnj05ePAgU6ZMYdKkSbz//vuUl5fzwgsveLzIvXv38uWXX7J582b69+8PwKuvvsrAgQPJzc2lS5cu53ysTqeTxQUuAX9/f5mzLTzuzPT7zE95r7zySiX9ttlslJWVER4ezksvvURQUFCDBty9OroQ4o9zuVy4XC4OHz6szIm22+2MHTuW0tJSXn31VWVOdFhYGHPmzEGlUhEUFITFYsFoNBIaGgpAeno66enpjV5D9ooWQrQ17rna2dnZsgJ5K9LkTmjfvn306tULgPfff5+hQ4eyevVqvvvuO6ZOndosjfb333+PyWRSmmyoX/HTZDKxadOm3220N2zYQFRUFCEhIQwdOpSnnnrqdxc2qaqqoqqqSrntcDgAqKmpoaamxgNn43nuurxdn5+fH1OmTOGjjz7CZrPJAjI+qKWMpfPR6XTEx8cTHx+vHKuurmbixInk5+djs9nYs2cPnTp1ory8nFWrVimLGpnNZhITEyUFuwR8ZTyJetXV1ZSUlCgrdBuNRtatW8epU6eUVbonT55MbGwsn3/+OcHBwUoaXVVVRWBgINOnT8dgMChJdE1NDSEhIQwZMqTBa13MmJDxJDxJxpPwFE+Npf79+7Ns2TKOHz+O2Wz2RGmiiTz980DlcrlcTXmA0Whk69atJCYmMnr0aC6//HLuuecejh49SpcuXaioqPBogQCLFy9m5cqV7Nu3r8HxpKQkbrrpJhYuXHjWx7377rvo9Xri4+M5dOgQjz76KLW1tWzduhWdTnfWxyxatIgnnnii0fHVq1cTFBT0x0+mDSkpKSE4OFgWmRFe5XQ6KS0tpaKigsrKSmpqaujcuTMOhwObzUZgYCABAQEEBQXJ97hotdzrGlRUVFBeXq58eKzX6wkNDeXQoUPY7XZUKhVarZaYmBhCQkI4deqUckyr1RIQECA/04UQopkUFxcTHBzcYHqMuHTKy8uZNm0adrtd2a72j2hyop2ens6TTz7JqFGjyMrK4pVXXgHg0KFDTf705VxN7Zm2bNkCnH0O1vkWRDrz0osePXqQnp5OfHw8n3322TmX0F+4cCELFixQbjscDtq3b8+YMWM88hfeHGpqasjMzGT06NEt5hvT5XKxatUqXC4X1157rVxG7iNa4lhqLqWlpRw6dAibzUZ+fr6ysN/WrVs5fPiwkn7HxMSg1+u9Xa5PakvjyZvOTKKdTiedOnXi4MGDbNmyRUmi4+Pjueaaa9i8eTO//vorERERGI1GEhISiI+Px+FwoNFoGsyJbmlkPAlPkvEkPMXTY6mmpoaqqip57+EF7iuZPaXJ3c8LL7zA9OnTWbt2LY888oiycNE///lPBg0a1KTnuvPOO5k6derv3qdDhw7s3LkTm83W6GunTp1qUnMfHR1NfHw8+/fvP+d9dDrdWdNu96f5LVlLq3H69OmsWrWKDz74QOZs+5iWNpaaQ2hoqDJX9Ezx8fHU1dVhs9nIzc2le/fuDBkyhG+++YbKykosFosyB7y1/x15SlsYT82luroarVZLdXU1e/fuVeZEV1ZWMnnyZA4ePMg//vEPNBoNRqOR2NhYunbtislkokuXLg0WGtNqtQwePJjBgwc3eh1fWkxQxpPwJBlPwlM8NZays7MpKCiQudpe4OmfBU3ufFJSUti1a1ej4//7v/+LWq1u0nNFRERc0KInAwcOxG638+OPP9KvXz8AfvjhB+x2e5Oa+8LCQo4dOyar+V0i7n22V61axd69e5WV6oVoyaKjo8/6M6Jdu3YcOXKEnJwc1q1bx5VXXkmXLl345JNPMJlMmM1mLBYLJpOpxSaComVxr87t/q9Tp07o9XrWrFlDcXExDoeDyspK7rnnHrRaLTt27FAaZ4vFgsvlIi4ujgceeKBREv3bLfSEEEL4hn79+rF06VKsVqv8HPdxHosYz1zZ19N73CYnJzNu3DhuvfVWli9fDtRv73X55Zc3WAita9euPP3001x99dWUlpayaNEirrnmGqKjozl8+DAPP/wwERERXH311R6rTfw+nU7HrFmzUKvV2O12goODJdkWPqlr16507doVqP8Z5/5/eHg4NpuNnJwcCgoKuPvuu9Fqtaxfv15Jv6OiomRrwTamuroap9NJQEAABw4c4MSJE0pDnZaWRteuXXnttdcoKipSmmez2YzBYKBr164EBQVhMpkwGo1KEz1z5sxGr6PRaORnqhBCtCLuFcizsrIk1fZxF/TbOTk5mUcffZRrr732d98s7t+/nyVLlhAfH89DDz3ksSIB3n77be6++27GjBkD1G/v89JLLzW4T25uLna7HQC1Ws2uXbv4+9//TnFxMdHR0QwfPpx3330Xg8Hg0drE73Nf6ZCZmUllZaVcRi583pkfJGZkZCh/rq2tRa1WU1ZWhkajUdJvlUrF/fffT15eHvv27VMuPQ8JCZH02wfV1NRgt9uVxlmn05GcnMxPP/2kzIuurKykf//+jBs3jry8PE6fPq0k0e4ruWbPno2/v3+jMdC7d29vnJYQQogWIiMjg8zMTJxOpyxA6cMuqNt5+eWXefDBB5k3bx5jxowhPT2dmJgYAgICKCoqIicnh40bN5KTk8Odd97J3LlzPV5oWFgYq1at+t37nLmAemBgIF999ZXH6xAX74orrpB9tkWr5h7Ter2esWPHAvU/l9xbBtbV1VFYWKik30lJSUyZMoUDBw5gt9sl/W4B3AuLhYeHY7fb2bFjB3a7nZKSEjQaDddddx27d+/m888/V5Lojh07AvXTCwwGA0ajEZPJRGBgIMBZ50QD59z9QgghRNtmMBiYNGkSTdwcSrQwF9TpjBgxgi1btrBp0ybeffddVq9ezeHDh6moqCAiIoLevXtz4403csMNNxASEtLMJQtfdeac7Q0bNjBq1ChvlyREs1OpVMrUmtjYWGJjY4H69LuyshKAsrIy9uzZw7p16ygvL2fUqFFkZGSwZ88e1Gq1pN8eVFBQ0GBedN++fXE6nfz9739XkmitVsuDDz5ITU0NhYWFShLtXjwvNTWVXr16Nfr3ONf8fiGEEKKpnE4nr732GldccYX8bvFRTYoUBw0a1OSVxYU4k7vZhvofIE6nU5Jt0SZpNBpl647U1FRSU1NxuVyUlpYqDdzJkyc5cOAABQUFaLVapkyZQkJCAjt37iQsLEzS7zO4FxYLCAhAr9ezZcsWrFar0lCPHz+eDh06sHLlSnQ6nZJG19bWEhQUxIgRIxrNiT7Xmh5yGZ8QQojm5ufnR1xcHNnZ2TJX20dJhyMuOfflkhs2bOD48eNyGbkQ/6FSqRqsITF69GhGjx5NbW0tBQUFhISEUFdXx44dO7BarZSXlxMWFsbNN9+MRqPh0KFDrXbl85KSEk6dOqVsbxUVFUVycjJffvklO3bsoLKyEo1Gw9ixY0lPT6eiooKgoCAsFgtGo5GoqCgA7rvvvrP+3Zy5sKYQQgjREmRkZLB06VLy8vIk1fZB0t0Irxk4cKDM2RbiAmg0mgZbfMyYMQOXy0VZWRlWq5WgoCAKCwtZv369kn7Hx8dz/fXXK4luS02/3Ul0ZWUlsbGxnDx5kq1bt1JSUoLD4SAiIoJrr72WnTt3sm3bNiWJdu/73KdPH1JTU5U50e4mesiQIWd9vdb2AYQQQojWy70C+S+//CKNtg+SzkZ4zZlztteuXcu1117r7ZKE8BkqlQq9Xk/nzp0BiIiIYM6cOUr6XVJSAsDx48f57LPPlPQ7JSWFoUOHcvr0aVQqVbPP/XY6nRw6dIjy8nKl6b/sssuwWq38/e9/p7KyErVaTXR0NLNnz0alUjVIosPCwoD6T/XPXOHdzZ1UCyGEEK3R6NGjlR18hG+54Eb7+PHjyiI+QniKu9kuLi4GPL8HuxBtjTv9difg3bp1Izk5mdLSUmw2m/LLeuvWrWzevBmtVktUVBSDBg2ia9eunD59Gr1ef970251Eu9NyvV7PF198wenTp5Xj7uT9yy+/VOY/G41G6urqCA8P58Ybb2yURMuCYkIIIcR/qdVqTp06xa5duxgxYoS3yxFNcMGNdo8ePXjxxReZMWNGc9Yj2iCdTofZbGbfvn389NNPXHfdda3uMvI77rgDk8nEM8884+1SRBvknvv92/nfw4cPp6CgAJvNhtFoBGDt2rUcO3aMsLAwTCYTHTp0AODUqVN0796drl278o9//IODBw+i0WgwGo1MmDABvV6P0WgkIiJCaahDQkJQq9XMmTMHrVbbqC5pqIUQQojzCwgI4Pvvvyc5OVl+d/qQC+5mFi9ezLx581i7di0rVqxQ5scJ4Snx8fF8++23LXbO9rBhw/j+++8bNAwBAQEUFBSc97F/+9vflD8fPnyYhIQEioqKfnc7vLq6Ol544QXefPNNDh06hNFoJDU1lQceeICRI0f+oXMRbdeZSTRAx44dKS4uZsOGDdjtdux2O927d6dXr15s2rSJ/fv3ExISwp49e8jNzSU6OpqQkBDuuece9Ho9TqdTSb9/e2l3TU3NJT8/IYQQorVxz9WWFch9ywV3MnPnzmX8+PHMnj2b7t27s2LFCq688srmrE20MWfO2V6zZg3Tpk1rcdvoPPPMM8yfP/+SvNb06dPZtWsXy5YtY8CAAahUKr7++ms++OADabTFWVVXV6PVaqmsrCQ3N1dZobuuro6JEyeyd+9e3nvvPdRqtZJWd+zYEb1eT2JiIkajEZPJpFzO7Z7/DXDVVVdRUFCA1WolPz8fo9HIiRMneOONNwgLC8NsNhMbG8ugQYOoq6trcd+7QgghhC9zr0Bus9kwm83eLkdcgCZFhgkJCaxbt46XXnqJa665huTk5Eap47Zt2zxaoGhb3M32L7/84lNv1Ldt28aIESPYuHEjPXr0oKioiJSUFJ566iluvPFGZs2aRUhICC+88AL9+vUDUNY8WL58OdOnT2/wfFlZWXz00Ufk5OTQqVMn5fjll1/O5ZdffulOTLQYZybRDoeDpKQktFot77//Pna7XVm5+8EHH6SyspIdO3Y0uIQboFOnTjzwwAMN5kRD/Vg83xocv5377X7cfffdh9VqxWazUV1dDcBPP/3E+vXriYyMpLKykv3799OtWzdZg0EIIYS4SAaDgdmzZ8sioD6kydfmHjlyhA8++ICwsDCuuuqqFnd5r/B9Op2O1NRUioqKyM7O5rLLLmvx46xPnz489thjTJ06lS1btjB79myGDBnCjTfe2Oi+P/74IwkJCRw/fvycl45/9dVX9OvXr0GTLVqv6upqXC4XOp2O3NxcbDYbdrudkpISBgwYQMeOHXnppZeoqKhQmufY2FjCw8OVJNqdRut0OgICApg5c2aj1/H39/foFl9nrnx+ZvqdlpZGfHw8J0+eZPPmzcpl6p988glHjx7FbDZjNpvp2rWrfCovhBBCXCCLxYLVakWj0RAREeHtcsR5NKl7efXVV7nvvvsYNWoUu3fvJjIysrnqEoKgoCAKCgpa1JzthQsXsmjRIuV23759yczMBODee+8lMzOTAQMGUFpays8//3zRr3Pq1CnatWv3R8sVLUBNTY2SODscDoKDg0lMTOT7779n+/btShI9ZMgQhg8fzvHjx3E4HBiNRiwWC6GhoUD99B2dTtcoEe7bt683Tut3udPv8PBwjh07RlpaGgCjRo0iLy8Pm82GzWajuLgYs9nMm2++icvlUhrw5ORkgoODvXwWQgghRMuzfft27Ha7zNX2ARfcuYwbN44ff/yRl1566awpnRCe9ts52y2h2X766afPOUdbpVJxxx13MHHiRP76178qqzhfjIiICH755ZeLfry4NKqrqykrKyM0NJTTp0+ze/duJYkOCgpi4sSJ/PTTT3zzzTfK9lZJSUkkJibSvn17ZWVvo9FIYGAgwDnn3wcEBFzKU2sWwcHBjdJvgAkTJmC1WrFarezdu5f4+Hh0Oh3Lly8nMjJSacATExNlL1EhhBBtmnuuttVqbTCdS7Q8F9y11NXVsXPnTtlLW1xS7mZ7/fr1OJ1Ob5fzu4qKirjrrru47bbbWLx4MZMnTyYuLq7R/S5k7vnYsWNZsmQJBw8epGPHjs1RrjgPl8tFYWGhkkTb7XYyMjIoLS3lnXfeUZLowMBAHnjgAaqqqigsLFSSaPfODP369VMWszuT/Cz9L3cjnZqaqhyrq6tj7NixSvqdm5tLUlISeXl5fPnll8pjoqOjiYmJ8WL1QgghxKXjXoE8KytLUu0W7oIbbfflsUJcajqdjnHjxlFXV8fGjRsZMGCA15Pts7n11lsZPHgwy5cvx2AwMH36dDZs2NAogYuMjMTPz49ff/1VuaT2t4YNG8bVV1/NVVddxbJly+jXrx9+fn588803/Otf/+Lll1++FKfUarkXFgsKCiIoKIjNmzdz6tQpSkpKsNvtXHXVVVgsFl599VVlf2ij0UhNTQ3BwcGMGDFCmRPtXlgsOjqaq6++utFrSQJ7cdRq9VnTb6PRSJ8+fbBareTk5JCbm8u0adPYvXs3OTk5SgMeExPzh64qEUIIIVqqjIwMcnNzZZHRFq7ldStCnENtbS25ubkcPnzYa5eRP/jgg/zlL39pcOzIkSP885//ZNu2bWzfvh2ov8R80KBBPPnkkzz++OMN7h8YGMjjjz/O+PHjqa6uZtmyZUybNq3Ra7399ts8//zz3HHHHRw+fBij0UivXr144IEHmu38WguHw0FBQYGSRkdHR5OYmMgnn3zC3r17qaysRKPRcMUVV5CSkkJZWRlBQUFYLBaMRiOhoaH4+fnx0EMPnfUXWJcuXbxwVgLqLz9PTU1tkH4DREVFYbfbsdls5OTk0KFDB8aPH893331HcXExFosFs9lMVFSURxeEE0IIIS41g8FAeno6ZWVlsqZJC6ZyuVwubxfRkjkcDkwmE3a7vcWmIzU1NXz++edMmDABrVbr7XKaVVVVFatWrUKn07WIOdutTUsfS+4kuqamhujoaI4ePcqOHTuUhrpdu3ZceeWVfPPNN+Tk5ChJdHJyMl27dsVqtQIoc6LlU+Dm5c3x5P6Uf//+/Rw8eJD8/HysVisjRowgLS2NzMxM/P39MZvNWCwWTCaTjIcWrqX/fBK+RcaT8BRvjaXq6mqWLFnCzJkziY6OvmSv25p5uu+TLkX4FPec7Q8++ICioiJZ+b6Vqamp4dixY8qc6IqKCsaNG8eRI0dYs2aNkkTHxcUxY8YMgAZJtHuri5EjR551UTFZNKTtcDfNiYmJJCYmAvXNt/uzZaPRyIkTJ8jJyaGgoIDZs2djNpv56quviIqKwmKxSPothBCixfL396dXr15kZ2fLXO0WShpt4XN0Op1yqfWBAwfo0KGDJNstnDuJdjgcWCwWAgMD+eyzzxosNHbHHXfg5+fHZ599piTRRqNR2fbpxhtvbDAnGiAuLu6sC84JcTYqlUoZO/3791eO19bW4ufnR3V1NWq1mr1797J+/XqqqqpYuHAhdrudXbt2KfO/Q0JCJP0WQgjhde4VyPPy8iTVboGkOxE+y+l0kp2dzebNm+Uyci9yX6J78uRJ8vPzlca5e/fudOzYkddee40TJ06g0WgwGo1MnDiR9u3bYzAYMJvNyqJier0etVrNXXfd1eg1AgIC5BeIaDbunx0BAQGMHTsWqB/XFRUVqNVqamtrKSwsVNLv2NhYbrrpJo4dO0Z+fr7M/RZCCOEVBoOBQYMGcfr0aXmf1AJJZyJ8lp+fH9OnT29R+2y3Nmcm0Wq1mvj4eHbt2sXOnTuV46mpqYwbN45du3ZhtVqVJNq97/OkSZMICAhoNCd66NCh3jotIc5LpVIRFBQE1C+0NmnSJKA+/S4rKwOgtLSUnJwc1q1bR3l5ORkZGYwaNYr9+/dTV1cnc7+FEEI0u+HDh3u7BHEO0pUIn+aes71q1Sr27dtHt27dvF2Sz6ipqUGr1VJWVsb+/fux2+0UFxdz/PhxALZv387HH3+MWq3GZDKRlJREfHw8BoOBpKQkpaEODQ0FUJLA3woLC7tk5yREc9NoNJhMJgCSk5NJTk7G5XJRWlqK0+kE4OTJk0r6rdVqueqqq0hOTmbv3r0YDAZJv4UQQnjU/v372bNnDxMnTvR2KeIM0mgLn6fT6Zg1axZqtZri4mL0en2bT7bPTKIdDgfJycnU1dWxdu1a5dLuqqoqHnnkEUpLS9mxYwdGoxG9Xk9gYCBQ30QkJSU1SqI7dOhAhw4dvHRmQrQ8KpUKg8Gg3B46dChDhw6ltraWgoIC9Ho9ADt27ODYsWOUl5cTFhbG9OnTCQkJYd++fZJ+CyGEuGgWi4X33nuPAQMGyMKvLUjb7kZEq6FWqwH4+uuvqa6ubnAZeUUFbN4MublQWgp6PXTpAgMGwH96Sp9SXV0N1K82uXfvXk6dOqU01EOGDCE2NpbnnnsOp9OppM4JCQkEBweTmJiIyWRSjvv5+WE2m5k5cybw3y0qoP4DDCHExdNoNA3e8EydOlVJv202GwaDgbKyMtavX6+k3xaLhZkzZ1JRUcHp06cl/RZCCHFeBoOBtLQ0srKyZAXyFkQabdGqXHXVVcqc7cmTp/Kvf2lYuxaOHgWnE/z8/vv/uDi4+mqYOBH+06d7XU1NDXa7XWmcTSYTCQkJZGdns2fPHhwOB5WVlYwePZpBgwZx+PBhKisrMRqNmM1mJVWbP38+AQEBjdKxvn37euO0hBD/4U6/3d+rWq2WOXPmKOl3UVERKpWKvLw8PvzwQyX97tKlC2PGjMFut+N0OmXlcyGEEA1kZGSwbNkySkpKGlxlJbxHGm3Rqpw5Z/v557P54osRBAZCp05wZihUXQ15efB//wcnTsC8ec3fbFdXV1NeXk5ISAinTp0iJycHh8NBSUkJJpOJyy67jI0bN7Jp0yYlce7evTsJCQnEx8c3WKHbfXn3+PHjz/pagb4Y1QvRhrnTb3cC3qlTJ+6//37KysqwWq3K/O9du3axfv16tFotUVFRpKWlkZqait1uJzAwUNJvIYRoowwGA/fee6/8HmhBfKbRfuqpp/jss8/Yvn07/v7+FBcXn/cxLpeLJ554ghUrVlBUVET//v15+eWX6d69e/MXLLxGp9NhMNzAqlV+mM11hIa6+O1Q9/eH+Hg4fRr++U9o1w6uuebiX9PpdHL69OkG86IHDx7MqVOn+OCDD5QkOiQkhHvuuUe5LNRoNGKxWIiMjARgyJAhDBs2rFFSFR8ff/HFCSF8kkqlQq/X07lzZ+XYn/70JwYMGEBBQQE2m01ZmO2LL74gNzeXsLAwzGYzGRkZtGvXjtLSUoKDgyX9FkKINsDf35+ffvqJ2NhYmavdAvhMo11dXc3kyZMZOHAgr7/++gU95tlnn2XJkiWsXLmSpKQknnzySUaPHk1ubq5cUtGKVVTAJ5/o0OkgLm4dWu1JTp+eytmGe1gYlJTA2rUwYcLZ52y7FxbT6/UEBATw3XffNWiqr7vuOvR6PcuXL1eSaKPRSG1tLUajkREjRijzot1Jc1xcHHFxcY1eS91SrmEXQrRYv02/AaZMmaLM/bbZbPj7++NyuVi2bBlOp1PZ63vYsGEEBQVRU1MjqYcQQrRCBQUF/PrrrzJXuwXwmUb7iSeeAGDlypUXdH+Xy8ULL7zAI488oux/+tZbb2E2m1m9ejW33357c5UqvGzz5vo52Z06QWlpBuHhqwgLW3POZrtdOzuFhYWsXesgJsZOfHw8HTp04IMPPuDAgQNUVlaiVquZPHkyXbp0obS0lKCgICwWi7JSt06n4+GHH26UGmm1Wrp06XKJzlwI0VadOff7zAR8wYIFSvpts9nQaDQUFRXx4osvKum3xWJh8ODBuFwuVCqVpN9CCOHDMjIyWLp0KXl5eURHR3u7nDbNZxrtpjp06BBWq5UxY8Yox3Q6HUOHDmXTpk3nbLSrqqqoqqpSbjscDqB+kaqamprmLfoiuetqqfVdavv2gUYDQUEAftjtUwgJWUNExCrq6kLx8ytBrXZQXZ1AaekoQkK+JSLiIIcPG/H3N2A2m6mpqSE9PZ1+/fopSbRKpaKmpoYRI0Y0es3W8ncvY0l4koynliE8PJzw8HC6desGgF6v5+677yY/P5/8/HxKSkqora0lJyeHL774gsjISKKiooiPj1f2CW8JzbeMJ+FJMp6Ep7S0sRQQEEDv3r3ZsGED1157rbfL8Sme/jdUuVwul0efsZmtXLmS+fPnn3eO9qZNm8jIyODEiRPExMQox2+77TaOHDnCV199ddbHLVq0SEnPz7R69WqC6js34YPq6uooLi6mqqoKf39/tFotAQEBsoWVEEL8h9PppLKyksrKSioqKlCr1VgsFk6ePElxcTGBgYEEBgZiNBrl96EQQrRgNTU11NbWyuK4TVReXs60adOw2+0YjcY//HxeTbTP1dSeacuWLaSnp1/0a/z2U/jzfTK/cOFCFixYoNx2OBy0b9+eMWPGeOQvvDnU1NSQmZnJ6NGj0Wq13i7H6954A959F5KTL/wxe/fClClw883NV5cvkLEkPEnGU+tQVlamXHqen59PQkICKSkpfPDBB5SVlREVFUVUVBSJiYnNuv6JjCfhSTKehKe01LHkdDo5duyYLKjbBO4rmT3Fq432nXfeydSpU3/3Ph06dLio53YvEmO1WhvMT8jPz8dsNp/zcTqd7qwpp1arbVHfPGfjCzVeCklJUFsL5eUNt/Q6l6oqqKurf5z89dWTsSQ8ScaTbwsJCSEkJKTRehMjRowgLy8Pq9XKvn37sFgshIaG8tprr2EymTCbzZjNZjp16uTRf38ZT8KTZDwJT2lpY6m0tJR3332Xm2++WeZqXyBP//t5tdGOiIggIiKiWZ47ISEBi8VCZmYmvXv3BupXj87KyuKZZ55pltcULcOAARAXV79P9oV8iGe11t9/wIDmr00IIVoLd5KdmpqqHHO5XAwfPlxJwHNycoiLi6OsrIwPP/xQWXzNbDYTGxvrxeqFEKJ10+v1pKWlkZ2dLSuQe4mftwu4UEePHmX79u0cPXqUuro6tm/fzvbt2yktLVXu07VrVz766COg/pLx+fPns3jxYj766CN2797NrFmzCAoKYtq0ad46DXEJBAbC1VfXJ9qnT//+fU+frr/fxIln39pLCCHEhVOpVHTu3JmMjAwmTZrEnDlzCAoKIiAggLS0NDQaDXv27OGLL74A4ODBg7z33ntkZWXxyy+/YLfbvXwGQgjRemRkZHDgwAHy8vK8XUqb5DOrjj/22GO89dZbym13Sr1+/XqGDRsGQG5uboNf0n/+85+pqKhg7ty5FBUV0b9/f77++mvZQ7sNmDgRTpyADz6o3yfbYoEzZwRUVdUn2eXlcO219fcXQgjRPAICAkhNTW2QfgOYTCbatWunpN+RkZFce+21bNu2jby8PCX9joqKahErnwshhC8xGAyMHTtWfn56ic802itXrjzvHtq/XUBdpVKxaNEiFi1a1HyFiRZJrYZ586BdO1i7Fg4dqp+H7ecHTmf91+Pi6hvsiRPrbwshhLi0wsPDycjIUG67f4+HhoZy6tQpcnJyWLduHf3792fgwIFYrVa+/fZbYmJisFgsmEwmeQMphBC/Iz09HZfLRXV1Nf4XsniR8BifabSFaCq1Gq65BiZMgM2bITcXysogOBi6dKmfky2XiwshRMvhbpoTEhJISEgA6ptvl8tFXV0dGo2G06dPk5ubS0FBAVOnTiUxMZGvv/6a8PBwJf2WN5NCCPFfP/zwA0eOHJG52peYNNqi1QsMhOHD6/8TQgjhW1QqFSqVirq6OiIiIpgwYQJarZba2lrluMvlUtLv8vJyHnjgAVwuFz/99JOyAJuk30KItqp79+588803WK1WZWcm0fyk0RZCCCGEz9Fo/vsWZuzYsUB9+l1WVkZQUBBFRUUUFhaSk5NDQUEBYWFhzJs3D5vNxvHjxyX9FkK0GQaDgbS0NLKysiTVvoSk0RZCCCFEq6BSqdDr9UD9PO9JkyYBUFtbS0lJCVC/t+yZ6XefPn244oorOHz4MJWVlZjNZkJCQiT9FkK0KhkZGbz77rsyV/sSkkZbCCGEEK2aRqMhNDQUgE6dOtGpUydcLhelpaXU1NQAYLVa+fnnnykoKECr1TJmzBj69OnDgQMHCAgIkPRbCOHTDAYDt9xyi7fLaFOk0RZCCCFEm6NSqRps9zlgwAAGDBhAbW0tBQUFBP5ntcxdu3Zx4MABysvLCQsLY9KkSbRr1479+/cTGRkpc7+FED7D5XLx0UcfMXDgQKKjo71dTqsnjbYQQgghxH9oNJoGiwVdffXVSvpts9kICwujpqaGf//730r6bTabmTZtGgCnTp2S9FsI0SKpVCqCgoLIzs6WudqXgDTaQgghhBC/w51+n5mAz5kzR0m/8/Pz8ff3Jy8vj3feeUdJvzt06MAVV1xBaWkptbW1kn4LIbwuIyODpUuXkpeXJ6l2M5NGWwghhBDiIrjTb3cCHhMTw/33309ZWRlWq5XKykoAcnNz+fzzz5X0u0ePHvTt25eSkhJ0Op2k30KIS8a9AvmPP/7IVVdd5e1yWjVptIUQQgghPMS98nnnzp2VY2lpaaSmplJQUIDNZlPmf69bt47t27cTFhaG2Wymb9++JCQkUF5eTmBgoKTfQohmMXz4cNRqtbfLaPWk0RZCCCGEaGa/Tb8BrrzySkaOHInVasVms6HVagF44403KC0tVfb6zsjIICQkhJqaGuU+QghxsXQ6HaWlpezdu5e+fft6u5xWSxptIYQQQggvODP9PjMBv+OOO5T022azoVKpqKys5NlnnyU0NBSz2YzZbCYjI0NJpST9FkI0hcvl4uuvv6Z9+/YNPgAUniONthBCCCFEC3K29NvlcnHvvfcqzXdBQQFqtZrDhw/z7rvvKul3+/btSUlJweVySfMthDgn91ztrKwsWYG8mUijLYQQQgjRwp258vmZ6XdcXByzZs3CZrNhtVqxWq2kpKSwefNmfvrpJyX97tixI+3bt/fiGQghWhr3CuRWq1VS7WYgjbYQQgghhI9Sq9VK+p2amqocT01NJTIyUknA/f39ad++PZ9++in5+flKA965c2dCQkK8dwJCCK8xGAxMmTJFfgY0E2m0hRBCCCFamaCgoEZzvwH69+/PyZMnsVqt7N27F71eT0hICG+//bay/ZjZbCYhIQGdTuel6oUQl0rnzp2pqKjAbrdjMpm8XU6rIo22EEIIIUQbERkZSWRkZIP0G2DAgAHK6uc5OTlERESgUql4++23iYqKwmKxYDabadeuncz9FqKV+fbbbykqKpK52h4mjbYQQgghRBvXqVMnOnXq1OBYdXU1ffr0UZrvjRs3cvfdd3Py5Ek2btyopN8Wi0UuPRXChw0cOJClS5eSl5dHdHS0t8tpNaTRFkIIIYQQjfj7+zdKvqH+svR27dopDXhQUBAzZ84kJyeHQ4cOKel3VFQU/v7+XqhcCNEU7hXIs7OzJdX2IGm0hRBCCCHEBQsJCSEjI0O57XK5gPo36xqNhj179rBu3Tp69OjB+PHj+fHHH6moqFDSb5PJJJefC9HCZGRksHHjRpxOJ35+ft4up1WQRlsIIYQQQlw0d9Pcvn17ZQsxl8uF0+kEQKfTcfz4cXJycigoKODKK68kNTWV7OxsgoODJf0WogUwGAyMHz+euro6b5fSakijLYQQQgghPEqlUqFWq4H6rcbcl6DX1tYqCXh1dTVHjhxh3bp1lJeXM2/ePEwmE5s2bZL0WwgvqKur4+WXX2by5MkyV9sDpNEWQgghhBCXhEbz37eeo0aNAurT77KyMoKCgqioqKCwsFBJvwMDA7nvvvsoKiri4MGDWCwWSb+FaCZqtZqkpCSZq+0h0mgLIYQQQgivUalU6PV6AIKDg5k0aRJQn34XFxejUqkoLy9n7969rF+/nvLycrp168bkyZM5efIkDocDs9lMSEiIpN9C/EEZGRmyArmHSKMthBBCCCFaHI1GQ0REBACxsbHMmDEDl8tFaWkpFRUVANhsNjZv3kxBQQFarZYhQ4YwaNAgjhw5glqtlvRbiCZyr0B+6NAhabT/IGm0hRBCCCGET1CpVBgMBgwGAwC9e/emd+/e1NbWKs02wJ49e9izZw/l5eWEhYVx2WWX0bFjRw4dOkRISAjBwcHePA0hWrSxY8fK1SEe4DON9lNPPcVnn33G9u3b8ff3p7i4+LyPmTVrFm+99VaDY/3792fz5s3NVKUQQgghhLjUNBoNFotFuT1hwgTGjx9PaWkpNpuNiIgIXC4XmZmZ2Gw2tFotGo2GkpISTCYTeXl5kn4L8R8qlYqTJ0+ye/duxowZ4+1yfJbPNNrV1dVMnjyZgQMH8vrrr1/w48aNG8ebb76p3JYfoEIIIYQQrd9v02+A2267jdraWqxWK5mZmQQGBuJwOHjnnXeU9DsmJoZJkyZRWVlJVVWVrHwu2iSDwcCWLVtISUlp8CGWuHA+02g/8cQTAKxcubJJj9PpdDI4hBBCCCEEUJ9+m81mwsLC0Gg0hIaGcv/991NWVobVaqWkpASVSsWhQ4f44IMP0Gq1mM1mkpKSyMjIoKysDK1WK+GNaNXcc7WzsrJkBfKL5DON9sXasGEDUVFRhISEMHToUJ566imioqLOef+qqiqqqqqU2w6HA4Camhpqamqavd6L4a6rpdYnfIeMJeFJMp6EJ8l4Ep50tvGk0+mIj49XjicmJnL//fdTWFhIfn4+fn5+1NTUsHHjRjZv3kxoaChRUVGkpqbSuXNnKioqCAgIkPS7jWnNP5v69+/PsmXLsFqthIeHe7ucZufpf0OVy+VyefQZm9nKlSuZP3/+Bc3Rfvfdd9Hr9cTHx3Po0CEeffRRamtr2bp1Kzqd7qyPWbRokZKen2n16tUEBQX90fKFEEIIIYQPc7lc1NbWUlFRQUVFBYGBgRiNRvbv36/cDgwMJCIigoCAAJxOJ35+ft4uW4iLUlVVdc6+qbUpLy9n2rRp2O12jEbjH34+rzba52pqz7RlyxbS09OV201ptH8rLy+P+Ph41qxZo+zR+FtnS7Tbt29PQUGBR/7Cm0NNTQ2ZmZmMHj1aWW1TiIshY0l4kown4UkynoQnNcd4qq2tVdLv/Px8evbsSUREBM899xwGg4HIyEiioqLo27ev0rhI+u372sLPpsOHDxMcHExkZKS3S2lWDoeDiIgIjzXaXr10/M4772Tq1Km/e58OHTp47PWio6OJj49n//7957yPTqc766c2Wq22xX/z+EKNwjfIWBKeJONJeJKMJ+FJnhxPWq2W2NhYYmNjlWMul4u77roLm82m/KfT6bDb7bz++uuYzWaioqKIiYmhd+/eHqlDeEdr/tn066+/YrfbW/1cbU//+3m10Y6IiCAiIuKSvV5hYSHHjh2TzdeFEEIIIUSzO3Pl886dOyvHw8LCmDVrFjabDavVytGjR+nduzc7d+4kKysLs9mM2WwmPj7eo6GTEBcjIyODpUuXkpeXJ31UE/jMYmhHjx7l9OnTHD16lLq6OrZv3w5A586d0ev1AHTt2pWnn36aq6++mtLSUhYtWsQ111xDdHQ0hw8f5uGHHyYiIoKrr77ai2cihBBCCCHaMrVajcViwWKxkJqaqhxPTEwkKChISb/r6uro0KED69ev5/Dhw0RFRWGxWOjQoUObWJxKtAzuFcizs7NbfartST7TaD/22GO89dZbym335TXr169n2LBhAOTm5mK324H6H2C7du3i73//O8XFxURHRzN8+HDefffdBvspCiGEEEII0RIEBgbSuXPnBuk3QEpKCmFhYVitVnJyclCpVISHh/PRRx9RU1PTIAEPDAz0UvWiNcvIyODo0aPeLsOn+EyjvXLlyvPuoX3mum6BgYF89dVXzVyVEEIIIYQQzSs8PJzw8PAG6TfUB08nTpzAZrORk5PDZZddRvv27Vm1ahVhYWFYLBbMZjPR0dGo1WovVS9aA4PBQPfu3SkuLiYkJMTb5fgEn2m0hRBCCCGEEP/VoUOHRnO46+rqSElJUZrv9evXc9ddd+FwOMjMzFTSb4vFIg2TaJLKykqWLVvGzTffjMVi8XY5LZ402kIIIYQQQrQSarW6UfIN9dtQtWvXTmnAXS4Xc+fO5dChQ+Tk5Cjpd1RUFP7+/l6oXLR0AQEB9OnTh6ysLJmrfQGk0RZCCCGEEKKV0+v1ZGRkKLfdUy4DAgLQaDTk5OSwbt06EhISuPbaa9mxYwfFxcVK+m0ymWTfb6GsQG61WiXVPg9ptIUQQgghhGhj3E1zdHS0smWTy+Wirq4OqN9TuLCwkJycHAoKChg5ciSDBg1i8+bNaLVaSb/bKIPBwJAhQygpKZFG+zyk0RZCCCGEEEKgUqnQaOrbg27dutGtWzcAamtrcTqdAFRVVbF//37WrVtHeXk5N910E+3bt2fjxo1ERkZK+t0GDB48GKj/YEb+nc9NGm0hhBBCCCHEObmbb4ChQ4cC9U1WWVkZAQEB1NbWcurUKXbv3k1BQQFarZYFCxZQXV3NL7/8gsVikfS7ldmzZw979+7l2muv9XYpLZY02kIIIYQQQogmUalU6PV65fakSZOA+vS7sLAQf39/iouL2bt3L+vXr6e8vJyEhARuvPFGTp06RWFhIWazmZCQEElFfVBcXBxr164lLy9PmXrQkt1xxx2YTCaeeeaZS/aa0mgLIYQQQgghPEKj0WA2mwGIiopixowZSvpdUlICwKlTp8jKylLS7759+zJy5EhOnDiBy+WS9NsHGAwG0tLSyM7OvmQrkA8bNozvv/8erVarHAsICKCgoOC8j/3b3/6m/Pnw4cMkJCRQVFR0zi3u3PcJDg5ucPyWW27hhRdeuKB6pdEWQgghhBBCNBt3+u1OwN3zv2traykoKFAS7dzcXLZu3Up5eTlhYWGMHDmSbt26cezYMfR6vaTfLUxGRgYrVqygvLycoKCgS/KazzzzDPPnz78krwVw/Pjxi95vXhptIYQQQgghxCWn0WgarFw9YsQIhg8fTmlpKTabjbCwMAA2bNjA4cOHldXOL7/8ciIiIjh58iSRkZGSfnuJwWBg/vz5qNVqb5fCtm3bGDFiBBs3bqRHjx4UFRWRkpLCU089xY033sisWbMICQnhhRdeoF+/fgDExsYCsHz5cqZPn+7xmqTRFkIIIYQQQrQIKpUKg8GAwWBQjs2YMUNJv202G3q9nqqqKlavXq2k32azmUmTJuF0OikvL5eVzy8RtVrNt99+S2Jiole3++rTpw+PPfYYU6dOZcuWLcyePZshQ4Zw4403Nrrvjz/+SEJCwh9Kqy+ENNpCCCGEEEKIFs2dfp/ZzN1///2UlZVhtVopLCxEo9Fw+PBh/vGPfyjpd4cOHRg+fDiVlZX4+flJ+t0MysrKyMrKuiRztRcuXMiiRYuU23379iUzMxOAe++9l8zMTAYMGEBpaSk///zzH369+Pj4Bh/YPP/889x0000X9FhptIUQQgghhBA+xz33u3PnznTu3BmADh06sHDhQiX9rq2tBeCnn37im2++UdLv7t270717d6qqqvD395f0+w/IyMhg6dKll2QF8qeffvqcc7RVKhV33HEHEydO5K9//StGo/EPv96RI0dkjrYQQgghhBBCnC39zsjIoFevXlitVmw2m9JYr127lkOHDhEVFYXZbKZ3797ExMRQV1fXIuYe+wL3CuTffvst1113ndfqKCoq4q677uK2225j8eLFTJ48mbi4uEb38/PzuyT1SKMthBBCCCGEaNXOln4DXHPNNUr6bbValQT8xRdfRK1WYzabMZvNpKWlodfrcblckn6fxeDBg5W/O2+59dZbGTx4MMuXL8dgMDB9+nQ2bNjQ6AOTyMhI/Pz8+PXXX0lLS2u2ei5NOy+EEEIIIYQQLYw7/U5NTWXs2LFKAjp79mzGjx9Pu3btKCwsVPYCf+aZZ3jjjTf47LPP2Lp1K06n08tn0DIEBwcTHBxMbm5us77Ogw8+qGwV5/6vsLCQ5cuXs23bNl555RWg/hLzyspKnnzyyUbPERgYyOOPP8748eMJCQlh9erV53y92NjYBq81efLkC65VEm0hhBBCCCGEOIN75fMz02+n08msWbOU9PvAgQP07NmTkpISXnnlFSwWC2azmdjYWDp16uTF6r2joqKCf/7zn8yePbtZViDfsGHDOb92++23c/vttyu3tVotW7ZsUW6vXLmywf0fe+wxHnvssXM+X4cOHXC5XBddK0ijLYQQQgghhBDn5efnp8z9Tk1NBaCmpoagoCD69u2rXIJeUlJCp06d+OGHH8jJySEqKgqLxUJcXByRkZFePovm456rfalWIG/ppNEWQgghhBBCiIukVqvp2LEjXbp0aXA8KSmJgIAArFYrOTk5VFRUEBkZyZdffonD4VDmf8fFxREUFOSl6j3LvQK51Wr16r7aLYE02kIIIYQQQgjhYaGhoYSGhirpt1u3bt04duwYNpuNnJwchg0bRnJyMu+//z5BQUGYzWYlOddofKtdMxgMXHbZZWi1Wm+X4nW+9S8nhBBCCCGEED4sLi6u0bZTLpeLpKQkrFYre/fuZf369cyePZugoCA++eQTJf02m82EhIS06JXPe/XqhdPppKKigsDAQG+X4zXSaAshhBBCCCGEF6lUKlJTU5X0270QV2VlJe3atVPS79LSUu6//37y8vLYtm2bsgBbVFQU/v7+3jyFBjZu3EheXh5TpkyhpATy86GyEgICICoKDAZvV9j8pNEWQgghhBBCiBbEnVgHBgaSkZGhHHc6nahUKjQaDRqNhpycHNatW0dUVBQzZ84kNzcXq9Xq9fS7V6/eZGd/y9KleWRnR+NwQF0dqNVgNMLIkTBiBCQlQQsO5/8QabSFEEIIIYQQwgf4+fkBEBkZydixY4H69Lumpkb5emFhITk5ORQUFDBw4EBGjRrFzz//jNPpvCTpd1kZLFtm4NixNNTqbKqqphAVBRoN1NaC3Q6rVsHHH8Pw4XDnnRAc3GzleI002kIIIYQQQgjho1QqldI4JyYmkpiYCEBtbS21tbVA/R7Xv/76K+vWraO8vJwpU6bQtWtXfvjhB0wmExaLBZPJ9IfT77IyePJJyM6GuLgMOnT4mLq6Wtxtp05X31RHR0NREXzyCRQXw1/+0vqabWm0hRBCCCGEEKKVcV9eDjBo0CAGDRqEy+WirKwMrVaLy+VS5noXFBSg1WqZM2cOgYGB7Nq1q8npt8sFL75Y32R37AhBQQZOn77hrPdVqSAsrH7OdnZ2/eMefLB1XUbu5+0CLsThw4eZPXs2CQkJBAYG0qlTJx5//HGqq6t/93Eul4tFixYRExNDYGAgw4YNY8+ePZeoaiGEEEIIIYRoOVQqFXq9Hp1Oh0qlYuLEicyZM4eFCxcya9YsDAYDFRUV5OTk8M477/D000+zfPlyXC4XxcXF/PLLLxQVFSmLtZ1p3z7YsAFiYuC/24K7CAtbhUZjPWs9QUH199+wAfbvb66z9g6fSLR/+eUXnE4ny5cvp3PnzuzevZtbb72VsrIy/vrXv57zcc8++yxLlixh5cqVJCUl8eSTTzJ69Ghyc3MxtIWl7oQQQgghhBDiPDQaDRaLBQCTycSMGTOU9Lu4uBiVSkVhYSHr169X0u+UlBQmTJhAfn4+1dXVfPNNFCUl/jTcuUxFbW0EBkMWRUVTzvraoaFw4gSsW1e/OFpr4RON9rhx4xg3bpxyu2PHjuTm5vLKK6+cs9F2uVy88MILPPLII0yaNAmAt956C7PZzOrVq7n99tsvSe1CCCGEEEII4Wvc6bderwegU6dOzJkzh9raWgoKCpT53wcOHGDjxu8oLy9nyJAwKir+REVFb7TaPJzOAEpLBxEV9SIajZXaWstZXqf+MvJvvoHp01vP1l8+0Wifjd1uJyws7JxfP3ToEFarlTFjxijHdDodQ4cOZdOmTedstKuqqqiqqlJuOxwOAGpqapTV/Foad10ttT7hO2QsCU+S8SQ8ScaT8CQZT8JT2upYCg8PB+rPu2/fvoSHp/Pgg2VER+ej1erRaGowGLLR6fbhcmlxuQIwGrNwOCad9fkiIuDUKcjLq5+37Q2e/jdUuc52gX0L9+uvv9KnTx+ee+45brnllrPeZ9OmTWRkZHDixAliYmKU47fddhtHjhzhq6++OuvjFi1axBNPPNHo+OrVqwn672QDIYQQQgghhBC/w+l0UlVVRVlZGQaDAZ1O5+2Szqm8vJxp06Zht9sxGo1/+Pm8mmifq6k905YtW0hPT1dunzx5knHjxjF58uRzNtln+u0S9S6X63eXrV+4cCELFixQbjscDtq3b8+YMWM88hfeHGpqasjMzGT06NFotVpvlyN8mIwl4UkynoQnyXgSniTjSXiKjKV6hw7BvfdCZOTFbdNVVlafaD//PCQkeL6+C+G+ktlTvNpo33nnnUydOvV379OhQwflzydPnmT48OEMHDiQFStW/O7j3JP5rVYr0dHRyvH8/HzMZvM5H6fT6c76SYtWq23x3zy+UKPwDTKWhCfJeBKeJONJeJKMJ+EpbX0sRUdDYCAUFtbvld1UBQX1K5BHR4O3/ho9/e/n1UY7IiKCiIiIC7rviRMnGD58OGlpabz55pv4+f3+zmQJCQlYLBYyMzPp3bs3ANXV1WRlZfHMM8/84dqFEEIIIYQQQtQvYDZyJKxaVd8sN2U/bJcLTp+GG29sPQuhgY/so33y5EmGDRtG+/bt+etf/8qpU6ewWq1YrQ33Y+vatSsfffQRUH/J+Pz581m8eDEfffQRu3fvZtasWQQFBTFt2jRvnIYQQgghhBBCtEojRtQ3ykVFTXtcUREYjfWPb018YtXxr7/+mgMHDnDgwAFiY2MbfO3Mtdxyc3Ox2+3K7T//+c9UVFQwd+5cioqK6N+/P19//bXsoS2EEEIIIYQQHpSUBMOHwyef1K8cfiHrSJeXw8mTcOWVkJjY/DVeSj7RaM+aNYtZs2ad936/XUBdpVKxaNEiFi1a1DyFCSGEEEIIIYRApYI774TiYsjOhpgYCA09+2XkLld9kn3yJAwZUv+4plxu7gt8otEWQgghhBBCCNGyBQfDX/4CL74IGzbUN9KhoRASAmo11NXVN+JFRfWXmV95ZX2TfTErlbd00mgLIYQQQgghhPCI4GB48EGYNAnWrYNvvoH8/PomW60Gkwkuv7x+TnZiYutLst2k0RZCCCGEEEII4TEqVf2c7aQkmD69vtGurKyfux0V1bpWFz8XabSFEEIIIYQQQjQLg6FtNNa/5RPbewkhhBBCCCGEEL5CGm0hhBBCCCGEEMKDpNEWQgghhBBCCCE8SOZon4d7b26Hw+HlSs6tpqaG8vJyHA4HWq3W2+UIHyZjSXiSjCfhSTKehCfJeBKeImOp9XD3e+7+74+SRvs8SkpKAGjfvr2XKxFCCCGEEEII0ZxKSkowmUx/+HlULk+17K2U0+nk5MmTGAwGVC10kzeHw0H79u05duwYRqPR2+UIHyZjSXiSjCfhSTKehCfJeBKeImOp9XC5XJSUlBATE4Of3x+fYS2J9nn4+fkRGxvr7TIuiNFolG9w4REyloQnyXgSniTjSXiSjCfhKTKWWgdPJNlushiaEEIIIYQQQgjhQdJoCyGEEEIIIYQQHiSNdiug0+l4/PHH0el03i5F+DgZS8KTZDwJT5LxJDxJxpPwFBlL4lxkMTQhhBBCCCGEEMKDJNEWQgghhBBCCCE8SBptIYQQQgghhBDCg6TRFkIIIYQQQgghPEgabSGEEEIIIYQQwoOk0fZxy5YtIyEhgYCAANLS0vj222+9XZLwQU8//TR9+/bFYDAQFRXFxIkTyc3N9XZZohV4+umnUalUzJ8/39ulCB914sQJbrjhBsLDwwkKCqJXr15s3brV22UJH1RbW8tf/vIXEhISCAwMpGPHjvzP//wPTqfT26UJH5Cdnc0VV1xBTEwMKpWKtWvXNvi6y+Vi0aJFxMTEEBgYyLBhw9izZ493ihUtgjTaPuzdd99l/vz5PPLII/z8888MHjyY8ePHc/ToUW+XJnxMVlYW8+bNY/PmzWRmZlJbW8uYMWMoKyvzdmnCh23ZsoUVK1aQkpLi7VKEjyoqKiIjIwOtVssXX3xBTk4Ozz33HCEhId4uTfigZ555hr/97W+89NJL7N27l2effZb//d//5cUXX/R2acIHlJWVkZqayksvvXTWrz/77LMsWbKEl156iS1btmCxWBg9ejQlJSWXuFLRUsj2Xj6sf//+9OnTh1deeUU5lpyczMSJE3n66ae9WJnwdadOnSIqKoqsrCyGDBni7XKEDyotLaVPnz4sW7aMJ598kl69evHCCy94uyzhYx566CG+++47uVpLeMTll1+O2Wzm9ddfV45dc801BAUF8Y9//MOLlQlfo1Kp+Oijj5g4cSJQn2bHxMQwf/58HnzwQQCqqqowm80888wz3H777V6sVniLJNo+qrq6mq1btzJmzJgGx8eMGcOmTZu8VJVoLex2OwBhYWFerkT4qnnz5nHZZZcxatQob5cifNgnn3xCeno6kydPJioqit69e/Pqq696uyzho/70pz/xzTffsG/fPgB27NjBxo0bmTBhgpcrE77u0KFDWK3WBu/LdTodQ4cOlfflbZjG2wWIi1NQUEBdXR1ms7nBcbPZjNVq9VJVojVwuVwsWLCAP/3pT/To0cPb5QgftGbNGrZt28aWLVu8XYrwcQcPHuSVV15hwYIFPPzww/z444/cfffd6HQ6brzxRm+XJ3zMgw8+iN1up2vXrqjVaurq6njqqae4/vrrvV2a8HHu995ne19+5MgRb5QkWgBptH2cSqVqcNvlcjU6JkRT3HnnnezcuZONGzd6uxThg44dO8Y999zD119/TUBAgLfLET7O6XSSnp7O4sWLAejduzd79uzhlVdekUZbNNm7777LqlWrWL16Nd27d2f79u3Mnz+fmJgYZs6c6e3yRCsg78vFmaTR9lERERGo1epG6XV+fn6jT9OEuFB33XUXn3zyCdnZ2cTGxnq7HOGDtm7dSn5+Pmlpacqxuro6srOzeemll6iqqkKtVnuxQuFLoqOj6datW4NjycnJfPDBB16qSPiyBx54gIceeoipU6cC0LNnT44cOcLTTz8tjbb4QywWC1CfbEdHRyvH5X152yZztH2Uv78/aWlpZGZmNjiemZnJoEGDvFSV8FUul4s777yTDz/8kHXr1pGQkODtkoSPGjlyJLt27WL79u3Kf+np6UyfPp3t27dLky2aJCMjo9FWg/v27SM+Pt5LFQlfVl5ejp9fw7e+arVatvcSf1hCQgIWi6XB+/Lq6mqysrLkfXkbJom2D1uwYAEzZswgPT2dgQMHsmLFCo4ePcodd9zh7dKEj5k3bx6rV6/m448/xmAwKFdKmEwmAgMDvVyd8CUGg6HR3P7g4GDCw8Nlzr9osnvvvZdBgwaxePFirrvuOn788UdWrFjBihUrvF2a8EFXXHEFTz31FHFxcXTv3p2ff/6ZJUuWcPPNN3u7NOEDSktLOXDggHL70KFDbN++nbCwMOLi4pg/fz6LFy8mMTGRxMREFi9eTFBQENOmTfNi1cKbZHsvH7ds2TKeffZZ8vLy6NGjB88//7xsxySa7Fzzh958801mzZp1aYsRrc6wYcNkey9x0T799FMWLlzI/v37SUhIYMGCBdx6663eLkv4oJKSEh599FE++ugj8vPziYmJ4frrr+exxx7D39/f2+WJFm7Dhg0MHz680fGZM2eycuVKXC4XTzzxBMuXL6eoqIj+/fvz8ssvy4fMbZg02kIIIYQQQgghhAfJHG0hhBBCCCGEEMKDpNEWQgghhBBCCCE8SBptIYQQQgghhBDCg6TRFkIIIYQQQgghPEgabSGEEEIIIYQQwoOk0RZCCCGEEEIIITxIGm0hhBBCCCGEEMKDpNEWQgghhBBCCCE8SBptIYQQ4hLKzc3FYrFQUlLi7VIUs2bNYuLEicrtYcOGMX/+/GZ/3Q0bNqBSqSguLmb+/PkMGzaswdcXLVpEr169fvc5fltrhw4deOGFF855/2uvvZYlS5ZcfNFCCCHEBdB4uwAhhBDCl9TV1TF48GCio6P54IMPlON2u50ePXowc+ZMnnzyyXM+/pFHHmHevHkYDIZLUe5F+fDDD9Fqtc3+OoMGDSIvLw+TycT/+3//j5qamiY/R1Nrfeyxxxg+fDi33HILRqOxya8nhBBCXAhJtIUQQogmUKvVvPXWW3z55Ze8/fbbyvG77rqLsLAwHnvssXM+9vjx43zyySfcdNNNl6LUixYWFnZJPgjw9/fHYrGgUqkwGAyEhYU1+TmaWmtKSgodOnRo8G8nhBBCeJo02kIIIUQTJSYm8vTTT3PXXXdx8uRJPv74Y9asWcNbb72Fv7//OR/33nvvkZqaSmxsrHLsyJEjXHHFFYSGhhIcHEz37t35/PPPAVi5ciUhISENnmPt2rWoVCqg/jJ0lUrFL7/80uA+S5YsoUOHDrhcLurq6pg9ezYJCQkEBgbSpUsX/u///u93z+9sl2MvXryYm2++GYPBQFxcHCtWrGjwmBMnTjBlyhRCQ0MJDw/nqquu4vDhw+d8jfOd25n+8Y9/0KFDB0wmE1OnTm1w2f35LnN/8803MZlMZGZmKseuvPJK3nnnnXM+RgghhPijpNEWQgghLsJdd91FamoqN954I7fddhuPPfbYeecTZ2dnk56e3uDYvHnzqKqqIjs7m127dvHMM8+g1+svqIYuXbqQlpbWKJ1dvXo106ZNQ6VS4XQ6iY2N5b333iMnJ4fHHnuMhx9+mPfee69J5/vcc8+Rnp7Ozz//zNy5c5kzZ47S4JeXlzN8+HD0ej3Z2dls3LgRvV7PuHHjqK6ubtLr/Navv/7K2rVr+fTTT/n000/Jysri//v//r8Leuxf//pX7r//fr766itGjx6tHO/Xrx8//vgjVVVVf6g2IYQQ4lyk0RZCCCEugkql4pVXXuGbb77BbDbz0EMPnfcxhw8fJiYmpsGxo0ePkpGRQc+ePenYsSOXX345Q4YMueA6pk+fzurVq5Xb+/btY+vWrdxwww0AaLVannjiCfr27UtCQgLTp09n1qxZTW60J0yYwNy5c+ncuTMPPvggERERbNiwAYA1a9bg5+fHa6+9Rs+ePUlOTubNN9/k6NGjyn0ultPpZOXKlfTo0YPBgwczY8YMvvnmm/M+buHChSxZsoQNGzYwYMCABl9r164dVVVVWK3WP1SbEEIIcS7SaAshhBAX6Y033iAoKIhDhw5x/Pjx896/oqKCgICABsfuvvtunnzySTIyMnj88cfZuXNnk2qYOnUqR44cYfPmzQC8/fbb9OrVi27duin3+dvf/kZ6ejqRkZHo9XpeffVVjh492qTXSUlJUf6sUqmwWCzk5+cDsHXrVg4cOIDBYECv16PX6wkLC6OyspJff/21Sa/zWx06dGgwBzs6Olp53XN57rnnWL58ORs3bqRnz56Nvh4YGAjUJ/FCCCFEc5BGWwghhLgI33//Pc8//zwff/wxAwcOZPbs2bhcrt99TEREBEVFRQ2O3XLLLRw8eJAZM2awa9cu0tPTefHFFwHw8/Nr9Jy/XZk7Ojqa4cOHK6n2O++8o6TZUD8v/N577+Xmm2/m66+/Zvv27dx0001NvqT7tyt7uy9Lh/rUOS0tje3btzf4b9++fUybNu2sz3ch53a+1z2XwYMHU1dXd87U/vTp0wBERkb+7vMIIYQQF0sabSGEEKKJKioqmDlzJrfffjujRo3itddeY8uWLSxfvvx3H9e7d29ycnIaHW/fvj133HEHH374Iffddx+vvvoqUN8IlpSUUFZWptx3+/btjR4/ffp03n33Xb7//nt+/fVXpk6dqnzt22+/ZdCgQcydO5fevXvTuXPnP5wy/1afPn3Yv38/UVFRdO7cucF/JpPprI+50HO7GP369ePLL79k8eLF/O///m+jr+/evZvY2FgiIiI88npCCCHEb0mjLYQQQjTRQw89hNPp5JlnngEgLi6O5557jgceeOB3V9oeO3Ys33//PXV1dcqx+fPn89VXX3Ho0CG2bdvGunXrSE5OBqB///4EBQXx8MMPc+DAAVavXs3KlSsbPe+kSZNwOBzMmTOH4cOH065dO+VrnTt35qeffuKrr75i3759PProo2zZssUzfxH/MX36dCIiIrjqqqv49ttvOXToEFlZWdxzzz3nvKT+Qs/tYg0cOJAvvviC//mf/+H5559v8LVvv/2WMWPGeOy1hBBCiN+SRlsIIYRogqysLF5++WVWrlxJcHCwcvzWW29l0KBBv3sJ+YQJE9Bqtfz73/9WjtXV1TFv3jySk5MZN24cXbp0YdmyZUD9HtGrVq3i888/p2fPnrzzzjssWrSo0fMajUauuOIKduzYwfTp0xt87Y477mDSpElMmTKF/v37U1hYyNy5cz3wN/FfQUFBZGdnExcXx6RJk0hOTubmm2+moqICo9F41sdc6Ln9ERkZGXz22Wc8+uijLF26FIDKyko++ugjbr31Vo++lhBCCHEmlet8E8qEEEII4THLli3j448/5quvvvJ2KW3Syy+/zMcff8zXX3/t7VKEEEK0YhpvFyCEEEK0JbfddhtFRUWUlJQ0WE1bXBparVZZbE4IIYRoLpJoCyGEEEIIIYQQHiRztIUQQgghhBBCCA+SRlsIIYQQQgghhPAgabSFEEIIIYQQQggPkkZbCCGEEEIIIYTwIGm0hRBCCCGEEEIID5JGWwghhBBCCCGE8CBptIUQQgghhBBCCA+SRlsIIYQQQgghhPAgabSFEEIIIYQQQggP+v8BpPaafsZ+qu8AAAAASUVORK5CYII=) ### 🗺️ Selgitus: - **Punased X-id**: gravitatsioonipunktid (G1 ja G2) - **Sinised ringid**: väljapääsupunktid – **suurus** näitab nende kogukaalu (mida suurem, seda olulisem) - **Hallid jooned**: ühendused väljapääsupunktide ja gravitatsioonipunktidega See kaart aitab mõista, kuidas kaugus ja muud tegurid mõjutavad väljapääsupunktide tähtsust ruumis. Kas soovid nüüd: - lisada reaalseid koordinaate (nt Eesti linnade põhjal)? - muuta kaalu arvutamise valemit? - luua interaktiivse kaardi (nt HTML-kaardina)? Kaalu arvutamise valemit saab muuta vastavalt sellele, milliseid tegureid soovid rohkem või vähem rõhutada. Siin on mõned viisid, kuidas valemit kohandada: --- ### 🔧 **1. Muuda tegurite kaalu (kaalutegurid)** Sa võid anda igale tegurile erineva mõju, kasutades **kaalutegureid**: $$w = \frac{(a^\alpha \cdot q^\beta \cdot t^\gamma \cdot r^\delta)}{d^\lambda} $ kus: - $a$ – atraktiivsus - $q$ – teekatte kvaliteet - $t$ – liiklussagedus - $r$ – takistustegur - $d$ – kaugus - $\alpha, \beta, \gamma, \delta, \lambda$ – **kaalutegurid**, mis määravad iga komponendi mõju Näiteks: - Kui soovid, et **kaugus** mõjutaks rohkem, suurenda $\lambda$ - Kui **atraktiivsus** on kõige olulisem, suurenda $\alpha$ --- ### 🧮 **2. Lisa uusi tegureid** Näiteks: - **Aeg (minutites)**: $\tau$ - **Ühistranspordi ligipääs**: $u$ - **Ohutusindeks**: $s$ Valem võib siis olla: $$w = \frac{(a \cdot q \cdot t \cdot r \cdot u \cdot s)}{(d^2 \cdot \tau)}$$ --- ### 🧪 **3. Kasuta logaritmilist või eksponentsiaalset mõju** Kui soovid, et kauguse mõju oleks **pehmem**: $$w = \frac{a \cdot q \cdot t \cdot r}{\log(d + 1)}$$ Või kui soovid **väga tugevat mõju** kaugusel: $$w = (a \cdot q \cdot t \cdot r) \cdot e^{-k \cdot d}$$ kus $k$ on hajumistegur. --- ### 📊 Kas soovid, et: - katsetaksin mõnda neist valemitest näidandmetel? - looksin interaktiivse tööriista, kus saad ise muuta eksponentide väärtusi? Anna teada, millist lähenemist soovid proovida! Interaktiivne tööriist on loodud! 🎛️ See võimaldab sul **muuta kaalu arvutamise valemi eksponentide väärtusi** ja **vaadelda, kuidas need mõjutavad väljapääsupunktide kaale**. ### ⚙️ Valemis kasutatavad eksponendid: - **α (Attractiveness)** – kui oluline on sihtkoha atraktiivsus - **β (Road quality)** – kui oluline on teekatte kvaliteet - **γ (Traffic)** – kui oluline on liiklussagedus - **δ (Obstacle)** – kui oluline on takistuste mõju - **λ (Distance)** – kui tugevalt mõjutab kaugus ### 📊 Visualiseerimine: ![Interaktiivne kaalude visualiseerimine](data:image/png;base64,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) --- ### 🧪 Kas soovid: - selle tööriista **HTML/Jupyter Notebook** versiooni allalaadimiseks? - lisada veel tegureid (nt ajakulu, ohutus)? - muuta visualiseerimise tüüpi (nt radar-graafik, punktdiagramm)? Anna teada, kuidas soovid edasi katsetada! Siin on allalaaditav Jupyter Notebooki fail, mis sisaldab interaktiivset tööriista väljapääsupunktide kaalude arvutamiseks: 📥 [Laadi alla _interactive_exit_weights.ipynb_]() ### 💡 Kasutamiseks: 1. Ava fail Jupyter Notebookis (nt JupyterLab, VS Code, või Google Colab). 2. Käivita kõik lahtrid. 3. Muuda liuguritega eksponentide väärtusi ja vaata, kuidas need mõjutavad väljapääsupunktide kaale. Kas soovid, et lisaksin sinna ka teise visualiseerimise tüübi (nt radar-graafiku või punktdiagrammi)? Siin on lisatud neli uut visualiseeringut, mis täiendavad interaktiivset tööriista: --- ### 🕸️ 1. **Radar-graafik** – väljapääsupunktide tegurite profiilid ![Radar-graafik](data:image/png;base64,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) --- ### ⚫ 2. **Punktdiagramm** – kaugus vs kaal ![Punktdiagramm](data:image/png;base64,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) --- ### 📊 3. **Tulpdiagramm** – tegurite panus igas väljapääsupunktis ![Tegurite panus](data:image/png;base64,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) --- ### 🔥 4. **Soojuskaart** – tegurite ja kaalu seosed ![Soojuskaart](data:image/png;base64,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) --- Need visualiseeringud aitavad paremini mõista, kuidas erinevad tegurid mõjutavad väljapääsupunktide kaalu. Kas soovid, et salvestan need kõik koos interaktiivse tööriistaga Jupyter Notebooki faili? Valmis! 🎉 Siin on **täielik Jupyter Notebook**, mis sisaldab: ✅ Interaktiivset tööriista eksponentide muutmiseks ✅ Radar-graafikut ✅ Punktdiagrammi (kaugus vs kaal) ✅ Tulpdiagrammi (teguri panused) ✅ Soojuskaarti (tegurid ja kaalude seosed) 📥 [Laadi alla _exit_weight_visualizations.ipynb_]() Ava see fail Jupyter Notebookis või Google Colabis, käivita lahtrid ja katseta erinevaid väärtusi, et uurida, kuidas tegurid mõjutavad väljapääsupunktide kaale. Kas soovid veel midagi lisada või eksportida tulemused näiteks PDF- või Excel-failina? Siin on Exceli fail, mis sisaldab väljapääsupunktide andmeid ja arvutatud kaale: 📄 [Laadi alla _exit_weights_export.xlsx_]() Failis on järgmised veerud: - **Exit** – väljapääsupunkti nimi - **Distance_km** – kaugus gravitatsioonipunktist - **Traffic_factor_**_, **Road**_**quality**, **Obstacle_factor**, **Attractiveness** – tegurid - **Weight** – arvutatud kaal Kas soovid lisada ka teise gravitatsioonipunkti kaugused või salvestada andmed mõnes muus formaadis (nt CSV, PDF)? Siin on uuendatud Exceli fail, mis sisaldab: ✅ Kaugused **kahe gravitatsioonipunkti** suhtes ✅ Arvutatud kaalud iga gravitatsioonipunkti kohta ✅ **Summeeritud kogukaal** iga väljapääsupunkti kohta 📄 [Laadi alla _exit_weights_with_two_gravity_points.xlsx_]() Kas soovid nüüd: - visualiseerida neid tulemusi (nt kaardil või graafikutena)? - lisada rohkem gravitatsioonipunkte või tegureid? - eksportida andmed ka mõnda teise formaati (nt CSV, PDF)? Siin on kaardivisualiseerimine, mis näitab väljapääsupunktide seoseid kahe gravitatsioonipunktiga: ![Väljapääsupunktide kaardivisualiseerimine kahe gravitatsioonipunktiga](data:image/png;base64,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) ### 🗺️ Selgitus: - **Punased X-id**: gravitatsioonipunktid (G1 ja G2) - **Sinised ringid**: väljapääsupunktid – **suurus** näitab kogukaalu (mida suurem, seda olulisem) - **Hallid jooned**: ühendused väljapääsupunktide ja gravitatsioonipunktidega See visualiseerimine aitab mõista, millised väljapääsud on strateegiliselt paremini paigutatud kahe tõmbekeskuse suhtes. Kas soovid nüüd: - lisada ka **reaalsed geograafilised koordinaadid** (nt Eesti linnade põhjal)? - muuta visualiseerimise stiili (nt värvide järgi kaalu)? - eksportida kaardi pildina või PDF-failina? Mitme gravitatsioonipunkti ja mitme väljapääsupunkti korral saab väljapääsudele kaalu määrata matemaatiliselt üldistatult, kasutades **summeeritud mõju** kõigist gravitatsioonipunktidest. Siin on samm-sammuline lähenemine: --- ## 📐 **1. Süsteemi määratlus** Olgu meil: - $n$ väljapääsupunkti $P_1, P_2, \dots, P_n$ - $m$ gravitatsioonipunkti $G_1, G_2, \dots, G_m$ Iga väljapääsupunkti $P_i$ kohta on teada: - kaugus igast gravitatsioonipunktist: $d_{ij}$ (kaugus $P_i$ ja $G_j$ vahel) - lokaalsed tegurid: - $a_i$: atraktiivsus - $q_i$: teekatte kvaliteet - $t_i$: liiklussagedus - $r_i$: takistustegur --- ## 🧮 **2. Kaalu arvutamise valem** ### **Kaal ühe gravitatsioonipunkti suhtes:** $$w_{ij} = \frac{a_i^\alpha \cdot q_i^\beta \cdot t_i^\gamma \cdot r_i^\delta}{d_{ij}^\lambda}$$ kus: - $\alpha, \beta, \gamma, \delta, \lambda$ on eksponendid, mis määravad iga teguri mõju ### **Kogukaal väljapääsupunktile $P_i$:** $$W_i = \sum_{j=1}^{m} w_{ij}$$ --- ## 🧠 **3. Tõlgendus** - Kui väljapääs on **lähedal mitmele gravitatsioonipunktile**, saab ta suurema kaalu. - Kui väljapääs on **kvaliteetne ja atraktiivne**, suureneb tema kaal. - Kui kaugus on suur või takistused on suured, väheneb kaal. --- ## 📊 **4. Matriisina esitus** Võib kasutada ka **kaalumaatriksit** $W = [w_{ij}]$, kus iga rida vastab väljapääsupunktile ja iga veerg gravitatsioonipunktile. Summaga üle veergude saadakse kogukaalud. --- Kas soovid, et: - koostan näidisarvutuse konkreetsete väärtustega? - visualiseerin selle süsteemi näiteks võrguna või maatriksina? - koostan selle põhjal Exceli või Python-skripti? Anna teada, kuidas soovid edasi liikuda! Siin on näidisarvutus viie väljapääsupunkti ja kolme gravitatsioonipunkti kohta, kasutades valemit: $$w_{ij} = \frac{a_i^\alpha \cdot q_i^\beta \cdot t_i^\gamma \cdot r_i^\delta}{d_{ij}^\lambda}$$ kus kõik eksponendid on hetkel väärtusega 1. ### 📊 Tulemuste tabel: |Exit|Weight G1|Weight G2|Weight G3|Total Weight| |---|---|---|---|---| |A|0.972|0.432|0.243|**1.647**| |B|0.0588|0.0726|0.1633|**0.2947**| |C|0.5306|1.040|0.260|**1.8306**| |D|0.0160|0.0190|0.0922|**0.1272**| |E|0.1760|0.2299|0.1391|**0.5449**| ### 📈 Visualiseerimine: ![Total Weight per Exit Point](data:image/png;base64,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) 🔍 **Tõlgendus**: - **Exit C** on kõige mõjukam väljapääsupunkt – see on hästi paigutatud ja kõrgete teguritega. - **Exit D** on kõige vähem mõjukas – kaugemal ja madalama kvaliteediga. Kas soovid: - muuta eksponentide väärtusi ja näha mõju? - salvestada tulemused Exceli faili? - lisada rohkem punkte või gravitatsioonikeskusi? Siin on mõned usaldusväärsed allikad, millele saad viidata mitme gravitatsioonipunkti ja väljapääsupunkti kaalude modelleerimisel ruumilise ligipääsetavuse kontekstis: 1. **Stacherl, B. & Sauzet, O. (2023)** – _Gravity models for potential spatial healthcare access measurement: a systematic methodological review_. See artikkel annab põhjaliku ülevaate gravitatsioonimudelite arengust ja rakendustest, eriti tervishoiu ligipääsetavuse kontekstis. Käsitletakse ka kauguse mõju (distance decay) ja mitme tõmbekeskuse mõju. [Loe artiklit siin](https://ij-healthgeographics.biomedcentral.com/articles/10.1186/s12942-023-00358-z) [[1]](https://ij-healthgeographics.biomedcentral.com/articles/10.1186/s12942-023-00358-z) 2. **Portland State University (n.d.)** – _Gravity and Spatial Interaction Models_. Klassikaline ülevaade gravitatsioonimudelitest ja nende kasutusest ruumilise interaktsiooni analüüsis. Sobib hästi teoreetiliseks taustaks. [Laadi alla PDF](https://web.pdx.edu/~stipakb/download/PA557/ReadingsPA557sec1-2.pdf) [[2]](https://web.pdx.edu/~stipakb/download/PA557/ReadingsPA557sec1-2.pdf) Kui koostad .bib-faili LaTeX-i jaoks, võin aidata ka nende allikate BibTeX-viidetega. Kas soovid, et koostan need? References [1] [Gravity models for potential spatial healthcare access measurement: a ...](https://ij-healthgeographics.biomedcentral.com/articles/10.1186/s12942-023-00358-z) [2] [GRAVITY AND SPATIAL INTERACTION MODELS - Portland State University](https://web.pdx.edu/~stipakb/download/PA557/ReadingsPA557sec1-2.pdf) Siin on uuendatud BibTeX-fail, mis sisaldab nüüd **nelja olulist allikat** gravitatsioonimudelite ja ruumilise ligipääsetavuse kohta: 📄 [Laadi alla _gravity_models_references_updated.bib_]() ### Sisaldab: 1. **Stacherl & Sauzet (2023)** – süsteemne ülevaade gravitatsioonimudelitest tervishoiu ligipääsetavuses 2. **Portland State University / Haynes & Fotheringham (1984)** – klassikaline ülevaade ruumilise interaktsiooni mudelitest 3. **Tóth & Kincses (2015)** – teoreetiline ja praktiline käsitlus gravitatsioonianaloogiast ligipääsetavuse modelleerimisel 4. **Haynes & Fotheringham (1984)** – raamat gravitatsioonimudelite kohta (eraldi viitena) Kas soovid lisada veel mõne valdkonnapõhise allika (nt transpordi, linnaplaneerimise või GIS-i rakenduste kohta)? Siin on koostatud kokkuvõte meie vestlusest, salvestatud Wordi dokumendina: 📄 [Laadi alla _gravitatsioonimudelid_kokkuvote.docx_]() ### Sisaldab: - Sissejuhatus gravitatsioonimudelite rakendusse - Matemaatiline taust ja valemid - Simulatsioonide ja visualiseeringute kirjeldus - Interaktiivse tööriista ülevaade - Viidatud kirjandus BibTeX-viidetega Kas soovid, et lisaksin ka joonised või tabelid otse dokumenti? Siin on uuendatud Wordi dokument, kuhu on lisatud: 📊 **Joonised**: 1. Tulpdiagramm väljapääsupunktide kogukaaludest 2. Punktdiagramm kauguse ja kaalu vahel 3. Radar-graafik väljapääsupunktide tegurite profiilidest 📋 **Tabel**: - Väljapääsupunktide kaalud kolme gravitatsioonipunkti suhtes ja kogukaal 📄 [Laadi alla _gravitatsioonimudelid_kokkuvote_uuendatud.docx_]() Kas soovid selle põhjal koostada ka PDF-versiooni või esitluse (nt PowerPoint)? Siin on valmis PowerPoint esitlus, mis põhineb meie vestlusel ja sisaldab: 📊 **Slaidid**: 1. Sissejuhatus gravitatsioonimudelite kasutusse 2. Matemaatiline taust ja valemid 3. Simulatsioonide kirjeldus 4. Interaktiivne tööriist 5. Viidatud kirjandus 6. Tabel väljapääsupunktide kaaludega 7. Visualiseeringute kokkuvõte 📄 [Laadi alla _gravitatsioonimudelid_esitlus.pptx_]() Kas soovid lisada ka joonised otse slaididele või koostada sellest PDF-versiooni?