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Executive summary
Since the beginning of the North American Free Trade Agreement (NAFTA) in 1994, Mexico has experienced a dramatic deterioration in its ability to grow its own food. This has been particularly true for basic grains and meats, foods that flooded Mexico with cheaper exports from the United States after NAFTA eliminated most of the trade restrictions Mexico had used to protect its farmers from foreign competition. Many of those U.S. exports were especially cheap because the U.S., during much of the post-NAFTA period, exported products at prices below what it cost to produce them, one definition of the unfair trade practice known as dumping.
As the Institute for Agriculture and Trade Policy (IATP) has documented, in 16 of the 28 years since NAFTA took effect, the U.S. exported corn, soybeans, wheat, rice and cotton at prices 5-40% below what it cost to produce them. IATP refers to these percentages as dumping margins. With post-NAFTA export volumes of key food crops surging, Mexican producers of these crops saw prices fall precipitously. The foreign competition and low prices dampened Mexico’s domestic production, prompting a steady rise in the country’s dependence on imported foods.
Given their relative importance in Mexican agriculture and diets, corn and wheat are of particular concern. Prior to NAFTA, Mexico was nearly self-sufficient in corn, importing just 7% of its needs. That rose to 30% in 2006-8 under the deluge of cheap imports, and it now stands at 38%. Wheat production has fared even worse, with import dependency rising from 18% before NAFTA to 66% now. Mexico now imports 48% of its grain and oilseed consumption, with just 52% produced in Mexico.
The purpose of this report is to assess how U.S. agricultural dumping of cheap exports has contributed to Mexico’s loss of food self-sufficiency. We focus on the most recent period of agricultural dumping, from 2014 to 2020, when key U.S. crops were exported at below what it cost to produce them, building on a 2009 Tufts University study of the first post-NAFTA wave of dumping, from 1997 to 2005.
The government of Andrés Manuel López Obrador came into office in 2018 vowing to address Mexico’s rising import dependence. "We are going to produce in Mexico what we consume,” promised López Obrador during his campaign. His government has prioritized five key foods — corn, wheat, beans, rice and dairy — with a series of government programs designed to restore some measure of self-sufficiency. Here, we focus on the impact U.S. agricultural dumping has on those staple foods.
We find that:
- After the 1997-2005 period of U.S. dumping, when dumping margins were between 10% and 40%, prices rose with the food-price crisis spurred by the U.S. corn ethanol boom, the 2007-8 financial crisis and a severe drought in 2011. But by 2014 export prices returned to dumping levels, with dumping margins averaging between 6% and 27% through 2020 depending on the crop. Market disruptions from the COVID-19 pandemic and the Russia-Ukraine war raised crop prices in 2021.
- U.S. exports to Mexico have continued to increase in the last 12 years, not at the exponential rates immediately following NAFTA but generally faster than Mexican production has risen. As a result, Mexico’s import dependency for the five priority foods has continued to rise to between 14% and 80%. It has also risen for key meat products.
- U.S. dumping cost Mexican corn and wheat producers nearly $6 billion in lost value for their crops. With U.S. exports of corn and wheat entering Mexico at dumping margins of 10% and 27% respectively from 2014 to 2020, domestic producer prices were lowered by comparable percentages. Collectively, Mexican corn farmers lost $3.8 billion in value for their crop while wheat farmers lost $2.1 billion.
- While the López Obrador administration’s efforts to stimulate domestic production have the potential to reduce import dependency, there is limited evidence through 2022 that they have resulted in significant increases in production. In part, this is due to U.S. dumping in the first two years of the administration, as cheap imports and low prices reduced the incentives for Mexican farmers to increase their output.
- International prices are now relatively high, thanks to pandemic disruptions and the Russia-Ukraine war. This may stimulate increases in domestic production, but previous rises in import dependency leave Mexican importers with very high bills. Corn imports alone cost Mexico nearly $5 billion last year. Since 2000, Mexico’s costs of importing corn, wheat, beans and rice jumped sevenfold in nominal terms, from $979 million to $7.2 billion.
International crop prices are projected to return to low levels in coming years. U.S. agricultural dumping is not a thing of the past: It is a feature of U.S. industrialized agriculture prone to overproduction and below-cost prices to farmers. This is not just bad for Mexican farmers forced into competition with more industrialized U.S. farms. It is bad for U.S. farmers and rural communities, as low prices undermine local economies and leave farmers dependent on an expensive but inefficient set of government subsidies.
In trying to reverse decades of rural neglect and U.S. dumping, the Mexican government is swimming against some very strong tides, currents made only more treacherous by a trade agreement that severely limits what strokes Mexico can employ. Reducing import dependence and increasing domestic production of priority food crops are worthy goals, for a variety of reasons: poverty reduction, rural development, increased resilience to price and supply shocks, greater control over the quality of the food Mexicans consume and even national security.
Trade practices such as agricultural dumping are unfair and are proscribed by a range of international trade agreements. As we show in this report, U.S. dumping undermines Mexico’s legitimate efforts to stimulate domestic production of priority food crops and reduce its dependence on imports.
Three decades of unfair trade
Since the beginning of the North American Free Trade Agreement (NAFTA) in 1994, Mexico has experienced a dramatic deterioration in its ability to grow its own food. This has been particularly true for basic grains and meats, foods that flooded Mexico with cheaper U.S. exports after NAFTA eliminated most of the trade restrictions Mexico had used to protect its farmers from foreign competition. Many of those U.S. exports were especially cheap because the U.S., during much of the post-NAFTA period, exported products at prices below what it cost to produce them, one definition of the unfair trade practice known as dumping.
The impacts were especially dramatic for two of the country’s key staple crops, corn and wheat. Corn is the iconic staple of the Mexican diet, economy and culture, with some three million farmers cultivating a wide range of native and hybrid varieties for tortillas, tamales and a sumptuous array of other foods. U.S. corn exports to Mexico increased more than 400% between the early 1990s and 2006, while low U.S. export prices helped drive down the prices Mexican producers received for their corn by 66% by 2005, adjusting for inflation. While not as central to Mexican culture and cuisine, wheat had become a core staple grain, thanks in part to the Green Revolution research done on the crop in Mexico.1 Under NAFTA, U.S. wheat exports ballooned nearly 600% by 2006, with low export prices driving producer prices down 60%. Rice, another important grain, saw U.S. exports jump more than 500%, forcing down Mexican producer prices by 55%.2
While NAFTA generated a boom in Mexican exports to the U.S. of off-season crops such as tomatoes, strawberries and avocados, the country has seen the continued weakening of its capacity to grow a significant share of its own staple foods. As Figure 1 shows, Mexico’s dependence on imports has grown steadily since NAFTA for key food crops and products.
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29e1eu/s+fP6ehQ4fK1d/IyIhmzpxJ7969IyKiVatWcfl36NBBrq/dsWMHry+MiopS2N6MmoUpITWIv7+/QiWkX79+vHjXrl1TGE/RC3X27NmVGsjJvpSysrLI1dWVO+ft7c3l98033/A6gRMnThAR0ZMnT3j5ySohFy5cIE1NzUrLt7S05BSLwsJC8vLyqjR+7969ufyzs7N5HfS4ceNUamdZJcTU1JSePHlC8fHxFB8fTzdu3KAmTZrwypwyZQqXduPGjQrb++jRo3KKVsVDS0uLHj58yOW1d+9e7lxFJaSyfACQmZkZvX79mktz7949MjIyqjJdTSkhVR316tVTGO7g4MB16uVKSFV5WVhY0IsXLzj5kpOTydnZudI0/v7+lJOTw6XZv38/77ysouHj40NEZS89Q0PDSvNVplBURPblqkxxEYlE5ODgwJO5nIiICDkFS/ZQV1enbdu2cfHz8vJIW1tbpetfWlrKpROLxdSvX79K07Rr145Lk5WVpdI18/Pzo+LiYiIqM14vV/iqOmSVkAULFlR5LWQNw2fNmlVl/rq6upSSksKlCQsLI319/UrTmJqaUlZWFsXFxXH3jUAgoHPnzvGu59ixY7k0LVu25LUz4+PBlJAaRPaLQvYQCoXcV3RBQYHS1R1aWlq8kYVLly6RUCjkzltaWlLbtm3J09OTl0b2ZXb8+HHei33u3Ll0+PBh3gt2woQJXHxlSsi7d+/I2tpaTsaKSkmrVq24vObMmVNlJ6Kurk6xsbFEVNYhyna8o0ePVqmdmzdvrlKHCJR9DT569IhLq0gJkUqlvJeOuro6BQUF0VdffUW9evXiXjQ2NjZcx0z0fkqInp4e78sWAG3ZsoWIyl5mrVu3Vqk+H0sJMTAwUPgSFAqFZG5uzgtbsWIFEamuhACghQsXcvINGzZMpTRjxozhvlYrKiGyR9OmTYmoTAlp0KABWVhYcOd0dHSobt265OjoSI6Ojrx7vzJk74cBAwYojSerALi6uhJR2chE586deTJaW1tTmzZtyNbWlgtzcnLiFC1VlRAAdPHiRa582fu5/B5t164db3QLAJ0/f56IlCshJiYmciMJ5aM1c+fOVfl5K1dC0tPTeSMgurq61KJFC2rWrBmvD5FdvaZICdHR0aE6derwwtavX09ERG/fvuUpgbLPr+zvZs2akVQqJalUSo0bN+bCAwICSCQSEVHZqKzsB9SBAwdUuk8Y1YcpITWI7ChEz549eQrE8OHDSSqV0tdff817QAYNGsT7qouLiyOisheJh4cHF+7j40MPHz6k5ORkSk5OpqlTp3LnVq9ezZPj4sWL3IMrEAg4OQQCAU2ePJn3IlWmhGzatIkX3rFjR4qMjKScnBxKS0ujgwcPUuvWren3338nIqKYmBhO0REIBDRq1Ch6/PgxpaWl0bVr13ijE+3bt+e+MhYvXkze3t7UokULlYc/VVVCnJ2d6cKFC7y0ipSQ/Px83gugY8eOFBYWRo8fP6anT59ScnIy7d69mw4fPszLSxUlxNnZmfbu3Ut5eXmUnp5ODRs25M59//33RES0fPlyntydO3em27dv08WLF2nw4MG8+6OmlZBGjRrRsWPHqKCggBITE3ntMHjwYIqNjSWJREKrVq3idd5E8kpIly5d6OzZsxQTE0PHjx/nXXM7OzsSiUQUExPDm7Lx8vKiW7du0Zs3b+jPP//kvSQAUGpqKhHJKyFWVla0ZcsWun//vtw0xf/+9z8uXrdu3VS6pyqiqhIyevRoLl7dunVJKpVSaGgoT9YmTZrQs2fPKDk5me7du0empqbcuSVLlhCRvBLSuXNnOnXqFMXExNAff/zBG2X18PCgoqIiEovFvA+SwYMHc+XEx8fzXAaUL/+vqIQYGxvTgQMHSCwW082bN3n32po1aygtLY33UWNoaEi7d++mV69eUVJSEk2YMEGhEjJlyhQuzMjIiE6fPs31XQcOHOD6JNlRGlklxMzMjDZs2EDv3r2jrKws8vX15c4NHTqUiIjWr1/PK7tt27Z069Ytys7OpmfPntH27dupY8eOtGfPHu56HT16lJdm586dRER04sQJ3r0lOwrH+LgwJaSGkEqlvC+w69ev08iRI7nfenp69Ntvv/EegH79+tHr1695ysrNmzeJqMw+oKrpgfKjefPmcvL8+eefvHwBxcPKypSQ77//ngurX79+lUOTsg9348aN5c6npaVxnaympma1HvLAwMBK28PIyIh27dqlUGZFSkhpaSnVrVtXaX4CgYDatm0rNx+tihJy6tQpXpqhQ4dy56ZOnUpExHuRuLq68qbkMjIyeC+nmlZCzpw5w0trZWXFnQsLC+PC7969y1NciPhKiFAo5I3IERG9fPmS9wJ79OgR7dixg1d+RduIivfj/fv3iUheCYmIiFBa/z///JOL17Vr1yrbSxGySsjAgQMVxiktLeV9KHh7exMR0ZYtW1R6bssVFCK+EiIUCunVq1e8slJSUnjK28OHDyk+Pl7lPqJZs2ZEJK+EyI4Mpaen867XwoUL6fbt27x89u/fz5NLmZ8QVX35aGhoUFpaGhHxlZCK97msslc+pdanTx8uzMzMjBvVqAypVMobJSqfqmnQoAEXtnXr1irzYdQczE9IDSGRSLhloQCgp6eHmTNncktHCwoKMHr0aO68hoYGZs2aBT09PZ7Fd7l1dnFxMbe6oyoyMjI4a/dyevTowfPoKBQKMW/evPeqTzkuLi5VegOV9ZOgaNWMhYUFzM3NAZStUMnLy1NZlsowMzNDfHw8WrZsyYWVXwdVPZgKhUKEhIQoPU9EuHr1Kjp06ID79++/l3wVr0tFSktLeRb5bm5uPIt8Ve+BD6Uy+WTPVVUPQF5WKysr3gqEgoICni8dNTU1udUkRkZGvPor879hZGRUpTw1hbKVTL/++iuePHnC/fb29gbwfv5nMjIyUFpaKheuqC319PS434WFhSgoKFCYVhEV3QcoK6ciFeuiaJWYIlT1myKRSJCZmSkXrsr9JtvfmpiYQEtLq8o0AoEAEydO5H5nZmZi/PjxePr0KYCydh48eLAqojNqCLZEt4bIy8vjPXj6+vpwd3dH586dce7cOQD8B2vixIkICAhASUkJdHV1uaWz5Q+ktrY21NTUOEdmwcHBCv2NCIVC6Ovry4Vv3bqV56RLKpVi6tSpuHHjhkovZ9mld+Hh4Xjz5o3ckmCRSARtbW0A4C3rffr0KUpKSnjLEGNjY7mlkhoaGrylc7m5udDW1lZpuV9FhEIh7O3tsXDhQnTq1AlEhJKSEoSEhKBz586wt7dXKZ8pU6bA2NgYP/74I168eIGCggK5jjA3Nxc//PADdz1rAqFQCAMDA65tnjx5wmvXz8UVfFWQgqXO8fHxPAXLyMiIU0SBMgUsLCwMvXv35sJSUlJ4CnB5O3woskvS3717h6SkJPj4+FQrTwCIiIjA1KlTeWHDhw8HALnncdKkSXIu3suXh8sqFrJUbMuEhASe4m5sbAxtbW2oq6tzfcSCBQsULoNXU1N772XJ5RgYGPB+HzlyBC1atOB+K1MWZPuDtm3bol+/fnIKj1AohFQq5d0T74Osgvvq1Su8fPlS7nkXi8XQ0NDgteeUKVOwc+dOJCQkAChzNV9Ou3btqlwKzahZ/hk93D+AzMxM7qtEVjHYtm0bz7cCUDZSsGbNGgCAuro6r4NITU0FAJiamsLBwYELP3v2LHr16oXg4GDu6Ny5M2xsbPDNN9/wHrLo6GjMnDlTTsbbt2+rPBoi6yvg7du3aNq0Ka5fv47MzEwkJydjzZo1cHJy4uR1c3PjZIiPj0ePHj3w+vVrlJaW4vHjx+jZsyfXWTZq1IhTQqZNmwYbGxvUq1cPkZGRKsmm6Mu0Q4cOPGdReXl5aNmyJd6+fatSnlFRUbh//z6uXLmCV69eISUlBcnJyYiJieF1uvHx8Sp9pamKQCDgjeIkJCRgzpw53O/9+/f/I7xxEhGGDx+Ox48fo6SkBElJSRg7dix3zS0sLODk5IRmzZrxFKtJkybh3r17KC0txa1bt9C/f39evopeqlUh++IMCwvD7NmzsWzZMjRs2BATJkx47+tXWFiIuLg4PHv2DKGhoZg0aRKCgoJ4owsDBw5E586dAQBeXl689NevX8fgwYO553bs2LEQiUQICgrC6NGj5XxfSKVSDB8+HA8ePODacsyYMVz/UrduXTg5OcHOzo73YRIREYEhQ4Zw5UydOhX+/v4QCoUYOnToe9W5HDc3N56itGXLFixduhSZmZl4/fo15s6dqzCdbBvcvXsX9vb2vL6rXbt2qFOnDoKDgz9YCQkMDOT+LygoQPPmzXH69GlkZGQgKioKs2bNgrOzM168eMFLp6ury3vGZBkxYsQHycKoBp9+BujLJCwsjDfPmZWVxZ2TtQMAIGdIJ+tHIjg4mAtfunQpL52xsTF16dKFevfuTZ6enqSmpsZbnUJUNnfs5ubGpenfvz9vvrPcx0I5ymxCoqOj5fxlAGWrcWSN18pXeJSWlsqt8NDW1iZra2s525TyNIWFhbxljDNmzFCprWXn62WX2WZnZytcnivrD0DZEt1ly5YRADI3N6fJkyfT4cOH6fTp0/T777/zlqvK+hxRxSbk5MmTPNkV2YRERkaSrq4uT+4uXbpQ8+bN5Xxe1LRNyOnTp3lpZW1C7ty5w4WHh4dz4YpsQsoPoVBIVlZWcquoypepl5aWUkBAAO+cpqamwvvE0dGRM6KuaBNSbsCtiHfv3smt6Ck/1NTU6OXLl1W2YVV7x8ge5ubmvH2icnNzycbGhhfHyMiIunfvTh06dOAMUydPnsylUbQ6Rllbzp07l0s3fvx4uT6iV69e1L17d3J3dyegzGC2fH+bijYhssviFdmEEBFNmjRJrs46OjoKl++X24Tcvn2bt0pFQ0ODWrRoQf369eNWyDg5OfH8wcjahIwZM4Z3PRTZhNy7d0/OB0t5HyX7e+3atXLXNzU1lczMzHjx7OzseEb7jE8DU0JqiDNnzvA6fVkjqQcPHvCswSs6yWnbti2XVtYITiwWU/v27SvtANXU1DjDLiKirl27cucaNmxIYrGYUlJSeEazZmZmlJycTESV+wmRXRGh7JD1jZCcnFylnwYHBwfOSdHbt295HZWqG/gpU0KIygw5ZVcfVOyEFCkhJSUlVfqtKD8OHjzI5VVTSgiRvKW/suNzV0KUHbKO8y5fvlzlclQdHR26ceMGl+Z9lBAiot27dyvNt6q0RKorIc7OzpSQkCCX/tChQ1Wmtbe35/oJVZfompqa0tu3b7lyXr9+XalRdfnx119/EdGHKSFZWVncJpdVHbJ+QoYMGVJl/KNHj3Lx31cJISpzPlhVGQ0bNlRopF5xBeCkSZOqvC8YNQ+bjqkh0tPTuf/Nzc159g0+Pj7o1q0b1NXVsXnzZrnpBNkhZ9npAw0NDRw8eBDdunVTWGa5sWn5dM6qVat49goLFiyAhoYGbG1t8Z///Icb9s3IyECHDh1QUlIiNzQtO287Y8YM7NixQ+lw6YgRI7B3717ut729Pa5evcoZ6FXExsYGf/zxByeHqakp/Pz8uPPdu3dXmK4isjJXnGc2NTXF/v37eUZqc+fO5WxtZOOX/6+mpoYrV64onVMHytxob9++nWe0JpsXKTHirCifsnhTp07FoUOHYGVlxYvv7e3NM9RUda8b2XJljRcru96VyVdZnYCyaSVFbvcNDQ2xY8cO9OvXjwtr164dbty4AU9PT4Wye3h44OLFi7xpqsrkVMTo0aMxcuRIXliXLl0QEREBFxeXStNWlb9AIICnpyd27dqFO3fuwMnJSS7OoEGD8L///U+pTZKbmxtWrlyp8HoKhUKFbenh4YHbt2/z7lErKyuEhoaiWbNmCsvR1tbGt99+C39/f65eip6BcmTvlfL/jY2NcffuXYwZM0ZO3orPumx+P/30k9JnWktLC/Pnz0fr1q25sPKpu6rkkj03depU7NmzR6nBbNNqcFUAACAASURBVN++fXHw4EGFtlUDBgzg2RzJ9kWMT4eAqnqaGSrx6tUrPHv2DABQp04dNGnShHe+qKgIIpFIoYGYrNGmoaEhfH19eeclEgkePHiAmJgY5ObmQktLC46OjvD29ubZbjx58gRpaWkAyl5WQUFBvIfvwYMH3G6vAoEArVq1gkgkQnh4OBenQYMGcgaoubm5XPlFRUXQ09NDs2bN0KhRI4VtkZ+fj9DQUDx79gxisRh6enrw9vZG48aN5falyc3Nxc2bN2FpaQk/Pz+VdnyNjIzkDA41NDQQGBgo18lER0cjIyOD+x0UFARNTU28fPkSz58/V5q2oKAAT548QVxcHHJzc6Gurg5nZ2c0a9ZMzkgyLS2NWx1haWnJvThk29nb25v30oiJicGbN28AAHZ2dnB1deWdc3BwwN9//424uDg4OjoiPj4e48aN416KmzdvljOIrAgR4datW1ynrqamhqCgIKipqSE/Px8RERFc3IYNG8LU1JT7ffv2bYjFYgCAr68vZ/yXm5vLrQzS19eHv78/8vLyYG1tjYKCAgiFQqSkpCA+Ph4xMTEgIjg5OSncv6Sc0tJSREdH4+7du8jPz4eRkREaNGiAJk2ayL3sZNsaAJo1a6Zwj6OK7fD06VOkp6fD3t4edevWVXlHYdl7TBZNTU1YW1vDyclJpbxEIhH+/vtvREdHo6CgAIaGhvD29pZTLvPz82Fubg6RSAShUIjk5GSkpKTg4cOHXFsGBgYqNEIHyvqIO3fuIC4uDvn5+dDV1UXdunXh5+fHa/+SkhKEhoZyL3UbGxu4u7sDKDPivHPnDveSd3JyQt26dXnlpKWlITIyEunp6TA3N0dgYCCioqK48xXvdyJCbGwsHj16hLS0NAiFQlhYWKB58+aws7Pj5Z2QkICkpCQAZXZzssa8sn2kubm5nN2NSCRCREQEnjx5gsLCQpibm6N58+YK9/IByhSZH374gdvo0MDAADExMZXum8P4ODAlhMH4DMjNzYWDgwPq1auHoUOHwt3dHTt27MDZs2e5OAYGBkhISOApDbVJRSXk5cuXsLGxqW2x/pFUVEKSkpLkXtKM6jNgwADk5+cjOzsbYWFhXPjMmTPx448/1qJk/17YEl0G4zPg5s2byMnJwYMHD/DgwQOFcebPn//ZKCAMxj+RxMRE3Lt3jxemo6NTqZ8gxseF2YQwGJ8Brq6u6Nevn8K5ayMjI/z8888Kl10zGIwPR0tLCwsWLJCzxWJ8OthICIPxGeDm5objx48jMjISx48fR1RUFAwMDNC2bVt89dVXn+UIiKamJgYNGsTZkFRlo8FQjoaGBoYMGcI5amNt+XHo1asXbGxsIBAIUK9ePYwcOVKpbRvj08BsQhgMBoPBYNQKbDqGwWAwGAxGrcCUEAaDwWAwGLXCZ6OE5OXl4ZdffkFiYiIvvKSkBJcuXcJvv/2G8+fP8za3kiUrKwvHjx/Hb7/9huTkZJXLzc3NxbFjxzi/DgwGg8FgMD4Nn40SsmXLFowdOxZ3797lwsLDw9G6dWt07NgRs2bNQrdu3dC8eXNcu3aNl/a3336Du7s7hg0bhpkzZ8LX1xd//PEHdz4jIwPTpk1Dq1atsH//fi68uLgYI0aMwNGjR5khGIPBYDAYn5jPQglJTEzE8uXLAfzf1uVisRijRo3CixcvcPfuXbx69QoPHjxARkYGRowYgYKCAgBlW0uPHj0a7dq1w7Nnz5CSkoKBAwdiyJAhnGfIPXv24MiRIwgJCcHKlSu50ZQDBw7gypUr2Lx5M8/NN4PBYDAYjI/PZ6GELFmyBCUlJTw3yKdOnUJSUhLOnz8Pf39/aGpqomHDhrh06RLy8vJw6NAhEBE2bNgALy8v7NmzBw4ODtDW1sa6devg4eGB77//HkSEO3fuYPz48ejTpw/c3d3x4sULREVFYf78+Thy5Iicm3IGg8FgMBgfn1pXQp48eYIjR47I7Ydx8+ZN9O3bV26DJBcXFwwZMgQ3btxAYmIi7t69i2nTpvGmU3R0dNC1a1dER0ejsLAQbm5uuHDhAqKiopCcnAxDQ0MMHToUffv2RZcuXT5JPRkMBoPBYPCpdWdlJiYmGD9+PMaNG4d169Zx4XFxcUp3YGzSpAl2796N6OhoEBFvJ8ZyWrZsidWrVyMxMRFTp07F5cuX4efnh/nz52PTpk1QV1fH2rVr30tWiUSCwsLC96sgg8FgMBj/cPT19bkd0GuSWldCLC0tsWHDBsTGxvLCi4uLoampqTCNpqYmJBIJt9mTnp6eXBxdXV0AZbsr2tjYICwsDDk5Obh06RIWLVqEXbt2Yf78+RCJRJg6darCrbMr8vbtW9y9e5c3bRQdHQ03NzdmU8JgMBiML5KYmBh07NhRbnf4mqDWlRBlODg4yCkm5cTFxcHGxgbOzs4oLS3FgwcP0LVrV16c+/fvQ1NTEw4ODgDKDF4FAgHWr1+P/fv3o1OnThg0aBBsbW3Rrl07PHz4sErbEBsbG/Tp04cXlpCQgPbt23+WbrUZDAaDwaguaWlpKC0t/Sh517pNiDICAgKwf/9+vH37lheenZ2NPXv2oHnz5vDx8YGrqyvWr18PWe/zRISzZ8+iXr16MDMz48KnT5+Opk2bQktLC5mZmZg5cybmzZsHsViM6OjoT1Y3BoPBYDAYn7ESMmzYMKirq6Ndu3Z4+fIlgDJtrEOHDsjNzcXo0aOhpqaGyZMn49KlS5g9eza3bHf16tW4cuUKli9fzk2dnDlzBidOnMDs2bNhaWkJbW1t/Pbbb9i3bx/EYjE8PDxqra4MBoPBYPwb+WymY8pHMqRSKQDAwMAAmzdvRkhICNzd3eHk5ISkpCTo6+tj3bp1sLCwAABMmTIFKSkp2Lx5M/bs2QMzMzMkJiZi5cqV+OqrrwAASUlJGDt2LDZu3AgbGxsAwM8//4x169ZBLBZj8+bNsLW1rYVaMxgMBoPx7+Wz2UU3JycHx44dQ7t27eDk5MSF5+fn49ixY4iPj4ejoyP69+8PIyMjufRxcXE4ffo0srKy0LdvX/j6+nLn3rx5gxcvXiAgIIBnVFoTbNiwASNGjGA2IQwGg8H4Itm5cyd8fHwQEBBQ43l/NiMhhoaGGDNmjFy4vr4+vvnmmyrTu7q6Ytq0aQrPWVpaModkDAaDwWB8Zny2NiEMBoPBYDC+bD6bkRAG40slNTUVeXl5cHd354VLJBI8f/4cqamp0NfXh6urK0xMTOTSSyQSxMfH4/Xr19DS0oKnpycMDQ3l4hERUlNTERERAQMDAzRs2JC3OuxDSEhIgI6ODqytrXnhRUVFSExMRGpqKurUqYMGDRpAX19fLn1hYSFiY2ORl5cHBwcHODg4yDk8KioqwrNnz/D27VsIhUI4OzvD1tYW6uqfrnsSi8VISkpESsorSCQSuLi4oG7dutxeVrK8efMGERERKCkpgZubG9zc3BTKKhKJ8ODBA6SkpMDExASNGzdWeH2Bst3C4+PjkZmZCTMzM1hbW6NOnTrvXY/8/HzEx8dzbVmvXj3Y2tpCQ0NDLm5GRgaioqJQUFAAPz8/2NnZKcwzKysLkZGRyM7Ohp2dHXx8fKCtrS0XLzMzE3FxccjKyoKpqSnc3d0VTp1/LEpLS/H69WvEx8dDIpHA2dkZdnZ2ldY9Ozsb9vb28PHxUerr6fXr18jJyUH9+vV54SUlJUhNTUVCQgL09fXRoEEDzj/V+yCVSpGeno7nz5+jsLAQ+vr6qF+/vsJ7pfw+efz4MbS0tODv78/ZR8oiFosRGxuLtLQ06OrqwtXVFRYWFgrNEV69eoXi4mLUq1fvvWWvCdhICIPxESkqKkKHDh0QHBzMC8/MzESrVq0wc+ZM3L59G//5z3/g6uqK4OBg3nr806dPo27duvjuu+9w5coV7N+/H97e3jh//jwvP4lEgq5du8Lf3x8xMTE4cuQIvLy8MG/ePHyo2dezZ8/g4+ODX375hRd+5MgRODg4YMaMGbh9+za2bt0KLy8vREZG8uKtW7cO9vb2WLt2Lc6dO4fevXvD09MTT5484eKEhobC3d0dixcvxqVLl3DmzBl0794dPj4+iImJ+SC535etW7fA1tYGY8eOxalTp3Djxg3069cPPXr0wLt373hxDx48iObNmyM8PByxsbEYPnw4vL29kZaWxot39uxZWFtbY926dUhLS8OxY8fg4eGB33//Xa78u3fvwtPTExMnTsSePXsQHBwMGxsbnDp1SuU6EBHGjBkDOzs7LFq0CBcvXsTZs2fRs2dPeHl5cSsMgbKXdXBwMLy8vHDq1Cn8/fffCAwMRN++feV8Qezduxeurq44efIkUlJS8NNPP8HOzg4nTpzg4ojFYkycOBH16tXDli1bEBERga1bt8LT0xN79+5VuQ7V4dGjR6hfvz7at2+P48eP48KFC+jTpw88PT3x6NEjXtyZM2fCy8uLq9OqVatga2uL8PBwuXxFIhE6deqECRMm8MKfPn2Khg0bom/fvrhw4QI2b94MBwcH7Nq1673kJiIMHToU/v7++O9//4ubN29i165dcHd3x+jRo7mFGkCZs8xGjRph4MCBeP78OUJDQxEYGIgDBw7w8vzpp59gY2ODefPm4datWzhw4AB8fX3Rs2dPZGVlydUvMDAQCxYseC+5axRiVIv169dTRkZGbYvB+IhcjHlD+8OSlR7/i0pVmE4qldK0adNIS0uLunTpwgvv1KkTLV26lBc/OTmZPDw8aMWKFUREFBcXR25ubvTrr7/y4l2+fJlcXV3pxYsXRERUWlpKwcHB1KFDB0pLS+PiRUZGkq2tLZ04ceK965yXl0dBQUGkoaHByUNEdP36dTI3N6dr167x4p86dYqsra25Z+GPP/4gd3d3CgsL4+IUFhbSjBkzqEWLFpSfn09ERDdu3KBjx47x8pJIJDRz5kyys7Pj4qnCy/RcGr3sFI1e8afiY/mftPlwuFy67du30bFjR4lIyoUVFBRQz549qVOnTiQWi4mI6OnTp1S3bl26fv06L97EiROpY8eOVFBQQEREqamp5OTkRL/99huvnDt37lCrVq24eEREGRkZ5OnpSUuWLCGp9P/KT0hIoJycHJXrLpVKKSQkhB48eMALl0gktGTJEvr666+5sH379pGTkxNFRkZyYSkpKRQYGEjz58/n5MjNzaWgoCC6e/cuL88dO3ZQvXr1KDExkYiIVq9eTc7Oztzvcq5evUoWFhaUmZmpcj2IiBK3rKWni2YqPV4fPySXJjo6mlatWkWFhYW8ui9dupRsbGzo1atXREQUGhpKTk5OdP/+fV76bdu20cCBA3nXQCqV0pw5c0hLS4tat27NhWdmZpKDgwOtWbOGSkpKuPCzZ8+Subk5Xbp0SeW6SqVS2rlzp9x9Hh8fTwEBAXToUFldc3NzqWXLljR58mReHa9fv05WVlYUHx/Pha1bt46OHj3Kyy87O5s6dOhAw4YN4+oolUpp7ty5pK+vT8OGDatUzh07dvCe5ZqEKSHVhCkhXz6bLz+nqYceKj2Wn4lVmO7Bgwekra1NY8aM4Skht2/fJi8vL5JIJHJpnj9/Ti4uLiQWi6lTp060ceNGhXnPmjWL+vfvT0REt27dIm1tbXrz5o1cvLCwMLKzs+O9+FRhw4YNVL9+fRowYAAtX76cC+/UqRPt379fYZoJEybQli1bqKioiMzNzens2bMK4/Xu3Zu2bt1apQzt2rWj0NBQlWWOjk8nNFtGCFyh5FhOvWceVjm/d+/ekZmZGUVFRRERUevWrenHH39UGNfT05PWr19PRESLFi2i77//XmG8xYsXc/GIiEaPHk0zZsxQWaYPpVu3blRSUkJZWVlkbm5O0dHRcnGSk5NJQ0ODU04WL17Mu/ayLFmyhLp3705ERN27d6eDBw8qjNelSxf666+/3kvW+191ppuN6yk9Yn8Iea/8OnXqRJs2bSIiooEDByq9pwYOHEjh4f+npJY/vxMmTOApIT/99BONGDFCYR7Hjh2jnj17vpd8yoiIiKAOHTpwZbq6ulJxcbFcvI0bN/L6F2Xk5OSQra0tJSQkEBHRiRMnSEtLi+bMmVOrSgibjmEwVEBQxaGILVu2YMeOHXJzySdOnMD48eMV2hE4OzvD09MTf//9N27fvo22bdsqzHvIkCE4f/48CgsLcfXqVQwfPlzh3HBAQACMjY15w+dVce/ePaxfvx7Hjh3j2XkUFBTg6dOn6N+/v8J0EydOxOHDh5GcnAx1dXWlsnft2hXHjx+vUo7u3bsjPj5eZbk5Kr1Iqi/RNzIyQvPmzfH69Ws8fPgQ4eHhGDBggMK4kydP5obFw8PD5XYFL6dFixbYsWMHSktLkZycjMOHD2PEiBE4cOAA+vTpgx49emDBggXIzMxUWU5VsLa2Rm5uLn7//XfUrVsXXl5ecnHs7e3Rp08fXLlyBQBw/PhxhZuDAsCAAQNw+fJl5OTkwMDAgEsjS1FREeLi4mBlZfV+wgoACATKj/e4hgDQo0cPzk7k6dOnSvc/CQoKwv79+wGUeeYeMWIENm3aJNdWZ86cwbfffqswj169euHJkyfIyMh4LxkV4ePjwzngvHz5MubNm6dwP7VBgwbhxo0bvGlORRgYGKBp06aIiYlBQUEBZs+ejU2bNim1BfpUMCWEwfgIEBEsLCwwcuRI3rwuUPYyNzAwUJpWT08PqampKCkpUWropqenh/z8fLx79w53795Fjx49lObn7e2t8CWhjMjISEyYMAGenp48exKJRAJ1dXWFhn7lMsXHx6O0tBQ6OjpK4+nr6yM9Pb1KOaKioqrpf4cqHJD5WzWFhYWIj49HnTp18Pz5c3h4eMDR0VFh3Pbt2yMlJQVisRja2tqoW7euwngeHh548eIFMjMzERMTAysrK6xcuRKbN29G//79MXLkSCQkJMDX1xcRERHvVdvKyMzMhLa2Nh4+fAh/f3+l8Xr06IGoqCiIxWKkpqYq3djT3d0ddnZ2yMjIwKxZs3D58mVMmzYNUVFRnMH17Nmz4e7uDm9v7xqrx4dQfh+lp6fDyspK6X3ZuHFjTulNSEiAp6cnxo4dK2cnU1RUpNAIGwDU1dWhpqaGxMTEasudkpICoVCIkpISxMTEoF27dgrjWVhYwMHBocr7paioCAkJCbCwsEB6ejq6du2K8ePHy/VPn5oaUULevHmDJ0+e4PHjx3LH69eva6IIBuMfhUAgwMqVKxWea926tdKRiaKiIty4cQNEBBcXFzx48EBhvMuXL4OIOAt9WQd/Falfvz5SU1NVln38+PGYP3++XLihoSG0tbURFRWlMN2FCxcgEolgamqK1NRUPH78WGG80NBQSCQSpeUTEdasWYPjx4+jadOmKstdk0gkEnz77bcoLi6Gr68vcnJy4OjoqNTZoZ2dHUpLS1FcXAwtLS2Fq2oAwMzMDDo6OsjLy8Pbt28RHx8PAwMD3LlzB19//TUGDBiAAwcOYMuWLRg4cCCys7OrVQ8iwvbt2yESiaCjo6NwlYcszs7OePXqFXJycqCtra10hY5QKISTkxMKCwvh4+OD+/fv4/Tp02jcuDEcHBzg5uaGly9f4s8//1TaFh8bIsKOHTtw6NAh9OnTB/n5+XKrvGSxtLTk2tvX1xeHDh1SKHuTJk1w9uxZhXk8fvwY8fHxKCwsrJbsGRkZmDRpEvr06YOcnBwAgLm5ucK4QqEQdevW5RkfV0QkEuGbb76BsbExmjRpAicnJ2zcuLHGnXd+CNVaAxcREYHp06cjNDQUpaWlCi9YSEgIfvrpp+oUw2B8UfTu3Ru//vorNm7ciODgYO65ef78Ob777jsUFRXB2NgYO3fuxKxZs1BaWor+/ftz0zc3btzAzp07oa6uDl1dXQiFwkp3uCwpKYFAIEB2dnalHwWmpqYKp3TKEQgEWL16Nb755hts2rQJrVu35mQ/f/48Nm/eDDMzM5iammLLli0ICQnBkiVLEBQUBKDMK/L27dtx5swZueWHIpEIZ8+exfnz55GYmIjGjRvj7t27n9QTsVQqRVhYGE6ePIno6Gh06NABa9asgY6ODne+srQAquzUpVIpiAgCgQDFxcWwtrbGsmXL5PrOnj174uTJk1i1ahW+++477kVUESKCg4MD78tcJBLh3Llz+Ouvv5CYmIgGDRrgP//5D3e+sntFKpVCIBBAIBBwsiqjPJ/Lly9j2bJlGDVqFBo2bAh9fX1kZGTg0KFDWLduHWbNmlVpm9Q0YWFh+O9//4uEhAR4eHjg7t278PLywrNnz6q8hqq8lGfNmoUePXrA0NAQI0aMgLa2NogI58+fx4IFC6CpqQlTU1PExsYqbT8tLS25JbGJiYk4duwYwsLCUFxcjK+++grDhw9HQUEBqMx+U6lMit6/eXl52LdvH27fvo2MjAx069YNgwcP/iwUD1k+WAkhIgQHB+PNmzc4efIkvLy8FA5z6enpVUtABuNLQ1tbG3/++SemT5+Oxo0bw8fHBy9fvkRubi6WLFmC5ORkuLq6wsrKCjt37sSaNWuwYsUKNGzYEFlZWRAKhRg5ciS2bdsGExMTeHp6IjQ0FD4+PgrLCw8Ph6+vL/7++2/s2bNHqVytWrWq0jtxjx49YG9vj9mzZ+P777+Hj48PXrx4AVNTU8ycORPXr1+HmpoaxowZAwcHByxcuBCFhYVwdHREdHQ0evXqhS5duqCoqIjLMzQ0lFumOHDgQPTt2/fj+AippO+NiYnBuHHjUFJSghEjRuCHH37gTZlZW1sjMjKSG+moyIMHD6Cnp8eNNohEIoW+NBITE0FEMDMzg76+Ptzc3JQqfu7u7ggNDcW5c+dw+/ZthXGICJMmTeJGjE6dOoXvvvsOTZo04dpStl+2t7fHrVu38P333yvM7+bNm/D09ISxsTEEAgFSU1MVTi3l5eXh4cOHMDIywsiRI7Fo0SL07t2bF6dVq1YICAhAnz594ObmprC8miQrKwvTp0/Ho0ePEBISgo0bN/KulZmZGZ4/f640fWxsLLe3WGU4ODjg8uXLWLhwIVavXo2AgACkpqbC0NAQK1asQHBwMGxtbTFjxgylSo+lpSVWrlwJgUCA/Px8zJs3D3/88Qd378k+yxoaGjAwMMCTJ0/g5+cnl5dIJMLff//NcwPw+PFjDBs2DG3atMGECRPQqlWrKutVW3zwk56ZmYl79+5h3rx5lc5HMxgMebS0tLBlyxakpqYiMTER5ubmcHFxwbVr16Cjo8NtM+Dl5YV9+/YhLS0NSUlJMDAwgKurK8aMGYN+/fpBTU0NLVu2xLZt2zBp0iS5r5zi4mLcv38fS5cuRdOmTWukM2rUqBH++usvTnYLCws4OzujXbt2CAkJ4eJ17NgRHTt2RHx8PLKzs+Hm5oY6deqgefPmWLRoEYCyr89Zs2bh559/Rs+ePastW6Uo+ZDMzMxEp06dMGrUKCxcuFDhx1STJk2Qk5ODGzduoGPHjnLnf/31V3h7e0NNTQ0GBgb466+/0KdPH7l44eHhCAoKgoGBARwdHREbG4vCwkKFtj+JiYmwtbXFmDFjFG5pUZHQ0FB8/fXX2Ldvn8KygbJr8s0336CkpERO0SstLcXevXuxYMECqKmpwcPDA6GhoQqVkOvXr0MoFEJXVxcZGRno2rWrXBwLCwvOEPJjKyFEhFGjRkEsFuPKlSsKp5FMTExQUFCArKwshY7AwsPDVZ7+Mzc3x/bt25Gbm4vY2FiYmJjAxcUFK1euRPv27WFkZITdu3erlNeuXbtw9epVREVFKXQuKBQK0bhxY+zevVuhEhITEwOJRIIWLVoAAN69e4du3bph1apVGDp0qEoy1CYfPFlXXFwMqVRabY+MDMbnjlRKKK3i+FBsbGwQGBgIV1dXiEQiTJ06FcOHD5dTJqysrBAQEAAPDw88evQIERER3Au/V69eSE9Px6FDh3hpSktLMWXKFM6JWU1TLruLiwtu3ryJhIQEtGnTRi6es7Mz/Pz8UKdOHaxYsQJGRkbo0KEDgLKXmZOTU40oIEQElJTKHFK5g0rlv0w3b94Md3d3LFq0SKnRorm5OX744QcsWbKEN4oDlBk+njlzBsuXLwcADB06FEuXLkVubi4vnlQqxZEjR7BmzRoAZYqNs7MzduzYIVdeXFwczp07J+fkrjLmz5+P6dOnK1VAAKBdu3bw9/fHnDlz5Ib3d+/eDSLiPiqXLl2KI0eOyMXLysrCokWLsGTJEhgaGkJNTQ0PHz6UKys7Oxt37tyR8xRcFdKSEkglEqUHlZbIpXn69CnCwsLw22+/VeppdujQoViyZInCOt28eVMlZU+W8hUnLi4uuHfvHtauXYuRI0e+Vx7h4eE4d+5cpe/SqVOn4tChQ7h//z4vPD8/H99++y2WLFnCeadds2YN3N3d/xEKCFCNkRArKys4OzvLNQqD8aXRsYEFmtaT7/jK0dFQU3pOGS9evMBff/2FFi1aQEtLC8nJyVi6dCn8/PwwceJELt7evXuhrq4OLy8vaGtrIy0tDXPnzsWKFSu4YXwzMzPs27cPgwYNQkJCAgYNGoScnBz88ssvuHLlCm7cuFGj88Dbtm2DnZ0dnJycoKWlhcTERCxcuBD79u3jvQC2b98OBwcH1KtXD2KxGIcOHcL+/fvxv//9j/sKj4mJgZ2dnUJjVyKCq6ur0pUIFbGzqINdC3sprysBDpby7u4fPYpGhw7t8fjxI1ScdiciuLu7Q1dXF9OmTcPNmzcxdepUTJ8+HRoaGrhz5w5mzpyJ5cuXo1GjRgDKpqwOHjyI9u3bY+3atXB0dERGRga2bNkCS0tLLp6GhgZ27dqF7t27Izc3F8OHD4eamhru3buHGTNmYMaMGSq/wKVSKWJjYxESEqKwLdXV1eHp6Qk1NTVs3LgRLVu2RH5+PsaPHw99fX0cOnQI27dvx+nTp7ktAQIDA6Gnp4dRo0YhODgYxsbGp3PEGwAAIABJREFUSE5ORkhICFxcXDBhwgQIhUKMHTsW/fv3x+rVq+Hp6cmtftq4cSOaNWtWqSGsIupOmYGSvFyl53Xs5VcoPXz4EL6+vnjz5o2c91oigq2tLSwsLDB+/Hj4+vpCJBJhwoQJMDY2xosXLxASEoLhw4fD2NhYJRkvXbqE+Ph4NGnSBAYGBoiLi8P06dMxf/789zKmJiIUFhYiMzNT4bJeXV1duLm5oWnTplixYgX69u2L5cuXIygoCMXFxdi0aRMMDQ15fcbNmzfRuXNnpQbk7u7unJ3TZ0F1nIysWrWKDA0NKTVVscfIfwPMWRmjKrZs2cLzWElElJSURAMHDiQLCwsyMjIib29v2rFjB89jI1GZJ9LOnTuTlZUVGRkZkaurK508eVJhObGxsdSvXz/S19cnS0tLCg4Optzc3GrJPm3aNM7RUzn79++noKAgTvbGjRvT+fPnFda7efPmZGJiQpaWljRp0iTKysrixVm7di3Z2dkpPa5cuVIt+VVh4MABZG9vR/b2imWQdWAlFospODiYDA0NSV9fn5o1a0Y3btyQy1MikdDPP/9M9erVIx0dHbKwsKAZM2bwvF2Wk5SURMOGDSMDAwOqU6cOtWnT5r0dQxUXF5OLi4vSdvTw8OA5usrKyqKpU6eSmZkZ1alThwYMGMA5sZIlLy+PQkJCyNzcnHR0dKhevXq0Y8cOnqdQIqJr165R27ZtydLSknR1dcnOzo6WLVsmdz9/LLZu3VrpfbRu3ToublZWFgUHB3N1cnFxoV27dlFpaanCvHft2sU5BiwnPDycevfuTfb29mRoaEh+fn509erV95a7uLiY3NzclMrdrVs3XvzLly9TUFAQ6enpkaGhIQUHB8tdi1atWlXaFhW96u7evZumTJlSqZwf01mZgOjDNpaQSqVYu3YtFi1aBDc3NwwePFhhvKZNm6J9+/bVUpQ+ZzZs2IARI0Z8Uit+xpeDRCJBcXFxlV/7qsYDyobBdXR0lG7IVVOoKlNRURGEQuFHl+dTkpeXh5KSEhgZGVU6ylRSUoLs7GzUqVOnyvrn5uaCiBRuTvixEIlEKC4urrJMkUiEgoICGBoaVmo0LBaLkZeXV2W8zwFV61QZUqkUBQUF0NPT+2RLkYkI2dnZ0NDQUHmUsLrs3LkTPj4+CAgIqPG8P/gukUqluHjxIho2bAgAOHnypMJ4urq6X7QSwmBUBw0NDaV2CB8SD8An27lUVZk+q6HfGkLVHW7V1dVVtpurzIHdx0JbW1vhKp4PjVe+PPWfgKp1qgyhUPhBux1XB4FAoPK00T+BD1ZC1NXVcfHixZqUhcFgMBgMxr+IGhkvi4qKwrlz55CSkgIdHR00adIE3bp1qxXNnsFgMBgMxj+Daisha9aswdy5c+WWPFlaWmL37t3MhwiDwWAwGAyFVMuS5sCBA5gzZw6cnZ3xyy+/IDQ0FGfPnsWwYcOQnp6OXr164d69ezUlK4PBYDAYjC+Iao2EbNu2DX5+frh+/TrPPXvXrl0xYsQI9OjRAxcvXlS6dTKDwWAwGIx/Lx88EpKdnY179+6he/fuCveH6dSpEzw9PbmtkRkMBoPBYDBkqZYSIhaLYWVlpTSOiYkJ8vLyPrQIBoPBYDAYXzAfrITY2NjA2dkZV65cUXg+MTER0dHRcHJy+mDhGAwGg8FgfLl8sBKiqamJMWPG4NixYxg3bhxCQ0MRHx+PR48eYefOnfD398fbt2/RunXrmpSXwWAwGAzGF0K1DFPnzp2LyMhI7N69W+G2xcuWLVO4xTODwWAwGAxGtf2E7NmzB8OGDcONGzeQlpYGLS0t+Pn5ITAwEL6+vjUhI4PBYDAYjC+Qaishenp66NOnD/r06VMT8jAYDAaDwfiX8F5KyOnTp1FYWIiBAwdCKpXi3LlzEIvFlaZxcXGBt7d3tYRkMBgMBoPx5aGyEpKZmYm+ffuitLQUzZo1g42NDYYPH453795Vmi4kJATr1q2rtqAMBoPBYDC+LFRWQkxMTPDnn39CJBLB3t4eAHDw4EGIRKJK07m4uFRPQgaDwWAwGF8kKishAoFAbqVLly5dKk0jFouhoaHxYZIxGAwGg8H4ovlgPyGlpf+PvTuPi6rs3wd+nTMwrGIiELEpgorkghpqKpqYuDziSub22JNrJmlqpqWlPWplLrn1dV9SK81KQ0tzRRNFciE3VBRwG0CQfR2YOb8/rPk1D6jMmUFkuN6vF39wtvtzYGa4OOc+963Ba6+9hgMHDpS7/vDhw6hXrx6+/fZb2cURERGR+ZIdQiRJwrFjx5CSklLu+ldeeQVKpRKxsbGyiyMiIiLzJTuEiOLDXQVBKHe9SqVCdnY2tFqt3CaIiIjIjBn0iG5GRgZmz54NjUYDSZKQm5uLzZs349SpU2W2279/P7KzszlgGREREZXLoBDi6OiIrKwsfPvttxAEARqNBkePHsWxY8f0thNFEbVq1cKsWbMwePBgkxZMRERE5sHgEVM3bNiApUuXQpIkNG7cGHPnzi0TNERRhJ2dHZ+MISIiokcyOIQolUrUrVsXkiThwIED8PLygqOjIyRJQnFxMZRKpa6/CBEREdGjyE4LgiCgdevWKCwsRHh4OBo3box69erBx8cHQ4cOxS+//AKNRmPKWomIiMiMGHXJIjs7G926dcNXX32FtLQ0ODk5obi4GN999x169+6Nt956i0/HEBERUbmMCiGzZs1CcnIyVq5ciVu3buHy5cu4desWIiIiEBAQgPXr12PPnj2mqpWIiIjMiOwQUlJSgt27d6NXr16YMGECHBwcAACWlpYIDQ3FgQMH4ODggNOnT5usWCIiIjIfskPIrVu3cPfuXXTo0KHc9c7OzggICEBCQoLs4v4mSRLS0tJw9+5dFBQUPHK71NRUJCYmoqSkxKBjp6amQq1WG10nERERVZzsEOLg4AClUvnYWXRzc3NRu3ZtuU0AALZu3YrWrVvD09MTPj4+qFevHoYNG4a0tDTdNn/88QeCg4Ph5eWFBg0aoHPnzrh48aJufWlpKdavX4+JEyfi999/1zv+rFmz0KdPHxQWFhpVJxERERlGdghxdnZGr169sG/fPmRkZOh9PXjwABs3bsSFCxfQrFkzveWPCy3/a+PGjXjrrbcwbtw43LhxA6mpqTh48CDy8/Px/vvvAwB27tyJTp06wcPDA4cPH8bVq1cRGBiILl26IDIyEgCwfPlyfPHFF2jSpAnee+89XeBYtWoVtmzZgp07dxodloiIiMhAkkwlJSWSs7OzBOCxX4Ig6H2/YsWKCrcxZswYqXnz5mWWR0RESIGBgVJpaank6+srde/evcw2ISEhkp+fn6TVaqX+/ftL//3vfyVJkqQBAwZIV69elXbs2CHVqVNHSkpKkvsjkCRJkpYsWSKlp6cbdQwiIqJn1erVq6Xo6OhKObbBg5X9TRAE9OrVC/n5+YYEHjRs2LDC24eGhmLjxo2YMGECZs6cCTc3N1y8eBGffvopOnXqhNjYWNy4cQMrVqwos2/37t3xwQcfID09HcHBwZg/fz6USiUSExOhUCgwZswYLFiwAPXq1atwPURERGQ6skOIQqHA5s2bTVlLGaGhoVi3bh3Gjh2Lbdu2wc/PD7GxsWjSpAlmzpyJo0ePQhAEvPjii2X2bd68OdRqNVQqFUaOHIn4+Hhs2bIFH374Id5//32EhIRg3LhxBtWTnZ2NO3fu6M0cXFJSgoyMDA7MRkREZkcQBIMe9jCU7BDyT9nZ2cjNzS13YLJatWqhTp06so6r0Whw8uRJWFhYYMSIEXB3d0dqaiqSk5Nx//59qNVqiKIIKyurMvsqlUoAgFqthq2tLZYtWwbgYR+S8+fPIzIyEhMnTkR2djYWLFiAF154oULnGRsbqxdC1Gq1wX1diMpQKCAIhnfRkiQtwABMRJXkmQ4hOTk5mDZtGrZv346cnJxyt5k6dSoWLVok6/hbtmzBN998g0OHDukeBR43bhxGjBiBuXPnYuzYsdBoNLh58yZcXFz09r1+/ToUCoVeuNBoNFi/fj2++uor9OrVC25ubnB2dkb37t0RFRWFWrVqPbYeLy8vDB8+XG/Zl19+iYYNG6Ju3bqyzpEIAOKmvoXChBuG7SQBtVq0RMNPFlZOUUREAKKioirt2EaFkFmzZmHt2rWoV68eOnbsqLv68E/l3SqpqKioKPj5+emNRVKnTh2MGTMG06dPR2BgIBwdHfH111/j5Zdf1tv38OHDcHV1hZubm27Z8uXL8dxzz8Hb2xtXrlzBjz/+CG9vb7i4uODs2bN45ZVXZNdKZIyiZBUKbicZtpMkQen65Ct4RETPKtkhJCcnB1u3bsXIkSOxdu1aKBQKU9YFAGjUqBF27tyJ3bt3o1u3brCyssLNmzexYcMGNG7cGDY2Npg9ezamTp2KunXrYtSoUahTpw7WrFmDvXv3Yu3atboZfX/++WcsX74cv/32G+rUqQMHBwd8++238PT0hFKpRIMGDUxePxERET2a7BBSUFCAnJwctGjRolICCAC89957qFu3Lt566y0UFhbC1tYWDx48QNeuXXWdYidOnIgWLVpg7Nix+OyzzyCKIjw8PHDw4EG0a9cOAHDq1CmMHj0aBw4cQKNGjQAAMTExWLlyJW7fvo0TJ07Ay8urUs6BiIiIyic7hLi4uODFF1+s1LlhRFHEqFGjMHjwYFy8eBH5+fnw8vKCr6+vXufQzp07488//0RsbCxycnIQGBio1xm2devWuHnzpm5+GwBo3LhxuY/2EhER0dMhO4SIooi3334b06ZNQ1JSEurXr2/KuvTY2dnprmo8irW19SO3USqV5fZXISIioqpjVMfUMWPGYOvWrejWrRvat29f7lgZPXv2xLBhw4xphoiIiMyQUSHkwIEDOHPmDNRqNe7du6frBPpP7GtBRERE5ZEdQiRJwpw5c+Dt7Y3du3fDxcWl3A6qvA1CRERE5ZEdQlJTU3H27FnMnz8ffn5+pqyJiIiIagDDx4n+i4ODAxwcHPDgwQNT1kNEREQ1hOwQYmtriz59+mDXrl0oLS01ZU1ERERUA8i+HaPVatGmTRt89913GDlyJEJDQyFJUpntGjVqhICAAKOKJCIiIvNjVAiZOXMm1Go1tm7diq1bt5a73eTJkxlCqEYoLimFRlM2iD+RAJST34mIzJ5Rg5V9/vnnKCwsfOx2rVq1ktsEUbUyfsE+7Dp2FfjHaL4VI+LL7PvwrZSqiIieXUaFkHHjxpmyFqJqraC4FFkFalkhRKvlpRAiqnmMGifk6NGjKCkpeex29erV4yO8REREVIbsEKLRaDBixAhkZGSUWVdSUoLS0lIoFApMmzYNn332mVFFEhERkfmRHUIsLCwQFxcHrVZbZt29e/cQEhKCnJwcjBo1yqgCiYiIyDwZNXdMrVq1yl1eu3Zt7NixA507d8Zvv/0GX192uSMiIiJ9sgcre5IOHTqgVatWuHz5cmU1QURERNVYpYUQALCxsUFBQUFlNkFERETVVKWFkLS0NFy4cAFubm6V1QQRERFVY0Y9HTN69Gjk5eWVWVdQUIAzZ84gKysLQUFBRhVIRERE5smojqlqtRrFxcV6yyRJgrW1NQYPHowePXqgZ8+eRhVIRERE5kl2CFEoFPjmm29MWQsRERHVIEb1CZEkCdnZ2XrLIiMjMWTIELzxxht8MoaIiIgeyagQsmbNGrRu3Rr5+fkAgNOnT6N79+7Yvn07tmzZgqCgIMTFxZmkUCIiIjIvRoWQb775Bs2bN4ednR0AYO7cuVCr1diyZQu+++475OTkYN++fSYplIiIiMyL7BCSmZmJM2fOICQkBACQl5eHyMhIdOvWDcOHD8fgwYPRrl07JCYmmqxYIiIiMh+yQ0h6ejqKiorg7e0NAEhNTUV+fj46d+4M4a+pzP39/XH//n3TVEpERERmRXYIqVOnDqytrXHnzh0AwPnz5wEAPj4+um3u3r2LunXrGlkiERERmSPZIcTJyQmdOnXC8uXLkZCQgDlz5kCpVCI4OBgAoFKpcPToUTRt2tRkxRIREZH5MKpj6uTJk5GQkAAfHx9cvnwZvXv3houLC7RaLcLDwyGKIrp3726qWomIiMiMGDViao8ePbBr1y5s3LgRAQEBeOeddwAAgiBg+fLlUKlUerdniIiIiP5mVAgBgG7duqFbt256ywRBgIeHBzw8PIw9PBEREZkpo0NITEwMdu7ciZSUFGi12jLre/XqhWHDhhnbDNVwkiShJCMdkGTsLAhQOtYF/npqi4iIng1GhZBffvkFAwYMgFqtBgCIYtkuJm5ubgwhZDRtQT7+6BUEqbTU4H0tajmg7eEYCAqjMzcREZmQ7E9lSZLw3//+F/Xr18eGDRvg7u4OC4uyh7O3tzeqQCIdOVdBiIjomSU7hKSmpuLs2bOYO3cuOnbsaMqaiIiIqAaQ/YiunZ0dlEolSmVcHiciIiKSHUJq1aqFnj174ueffzZlPURERFRDyA4hkiRh4sSJiIuLw7x583D//v1yv3Jzc01ZLxEREZkJ2SFEo9FgyJAhKCwsxEcffaQbF+R/v+bOnWvKeomIiMhMyO6YKggCgoKCkJeX99jtGjVqJLcJIiIiMmOyQ4hCocCOHTtMWQsRERHVIEaP3vTgwQNs3boVsbGxePDgAZRKJRo0aIAuXbrg1VdfhVKpNEWdREREZGaMCiGpqakIDAzEnTt34OnpCR8fH2RnZ2PPnj1YtGgRWrVqhWPHjnHAMiIiIipDdsdUAJg5cyZyc3OxefNmxMfH4+jRozh37hxiYmLQp08fnDt3Dj/88IOpaiUiIiIzIvtKSGlpKfbt24fQ0FC88cYbeusCAgKwY8cO1K9fH5cvXza6yKioKERERCA9PR0NGzZEaGgoXnzxRb1toqOj8eOPPyIzMxOvv/56mZl9ASA/Px92dnZ6y5KSkrBy5UpMnz4dzs7ORtdKREREFSP7SohKpUJycjICAwPLXW9tbQ0/Pz/cvXtXdnG5ubkYOnQoOnfujNOnTyMvLw8//vgj2rVrh2PHjgEA1Go1xo8fj6CgIERERODmzZvo27cvPv74Y91xrl+/jnbt2sHT0xMzZszQLX/w4AF69OgBe3t7ODk5ya6TiIiIDCc7hFhbW0OhUKCgoOCR2xQVFRnVMXXOnDnYu3cvIiIiEBkZiR07diAmJgY//vgjmjVrBgBYunQpVq9ejXnz5uHixYs4evQoli9fjnnz5mHr1q0AgM2bN0OSJMTExGDfvn26x4oXLlwIAHjvvfcgcJp3IiKip0p2CHF2dkazZs3w66+/lrv+8uXLiI2NhY+Pj6zj5+XlYf369fjggw/Qq1cv3XJBEBASEgJHR0doNBps2LAB3bp1w/Tp03WBZ/To0ejatSs+/fRTSJKEq1evonfv3vD19YWvry/u3buHn376CWvWrMG+ffvYcZaIiKgKGDVY2Zw5c3S3Szp06AA3Nzfk5eXh0qVL2Lt3L+zt7dGvXz9Zxz979iysra0xevRobNu2DefOnUNhYSGcnJzQt29fvPTSS4iJicH169exZs2aMvsPHDgQEydOhEqlwtChQzF16lSoVCrk5eUhJSUF4eHh2LJlC7y9veX+COhpMvpKFa90ERE9a4x6RLdPnz6IiIjArFmzsHjxYqjVagCAu7s7wsLC8NFHH6FevXqyjp2amoratWtj0KBBuHHjBl5//XX4+vri1KlTWLRoEfbu3Yv79+9DoVDA39+/zP7+/v4oKSmBSqVCWFgYAgICcObMGYwcORJ9+/bFunXr0KpVKyQmJlY4iMTHx+OXX37Ru3WTm5uLCxcuwNbWVtZ5UsVIxcWQJEnWvqWlpTgdEwNBNOphsMeyUAh4kPGg0o7/KNk5OTh95gyg0Tz1tonI/AmC8MSR0Y1h9GBlwcHBOHnyJO7cuYPMzEwolUp4eXkZ/UfZxsYG8fHx0Gg0OHv2LFxcXHTrpk+fjjVr1mDo0KHQarXl9kspLCwEAFhZWQGA7lbM7Nmz0bVrV9y5cwdDhw6FWq3G4sWL8fbbbz+xJk9PTwwePFj3vSAI2Lp1Kxo2bIjnnnvOqPOlx9MWFuKCzIsZCoUCTV98EajEECKKAurUvg0gtdLaKI+9vT18/P0BrfaptktENYMgCDhz5kylHd/gEFJUVITbt2+XmRPG09MTnp6eAB5Obrdp0yYMGzZMdsfU+vXrAwDWrVunF0AAICQkBNOnT0fz5s0hCAIiIyPxn//8R2+byMjIhx/Q/+iTkpCQgL179+KHH35Aw4YNsWnTJvj5+SEoKAjBwcHw8/N7bE3W1tZwdXXVW6ZQKGBjY8N+JZVMIwACBMi5FiIIAuzsbCEonvxyP3Y9HSfiHxh890cURVy9/+hO2pVFIYqw51U4IqpECoWi0o5t8L+G8+bNQ2BgIKKioh65zZw5czBy5EgsXbpUdmGNGjWCm5sbfvrppzLrVCoVHBwc4O3tjcDAQCxatAj5+fm69fn5+fjll1/QrFkz3RUZrVaLUaNGYeDAgSgsLIRGo0G7du3QokULWFtbQ6VSya6VzEdecSlScoqQmlNs8FdxKW+JEBEZwqAQcuXKFSxcuBA2NjZlBgv7p3HjxsHZ2Rkffvgh4uPjZRVmZWWFMWPGYNWqVVi4cCHu37+P9PR0rF+/HlOmTEGvXr0gCAJmzJiBK1euYODAgbhw4QLu37+PcePG4ebNm1i5cqWu/8aKFStw69YtTJw4EV5eXnB2dsbHH3+MGTNmwNraGq1bt5ZVJxEREcljUAh5//33oVar8cUXXzy2D4SHhwc2bdoEjUaDgwcPyi7uww8/xGeffYbZs2ejXr16cHd3xzvvvIMBAwZg/PjxAIB+/frh4MGDiI+PR8uWLeHp6Ynjx4/jt99+Q6tWrQA8HE117ty52LlzJ+zt7WFvb49jx46hdu3aSE1NxZEjR1C7dm3ZdRIREZHhKtwnJC0tDYcOHYKPjw+GDh36xO179OgBd3d33Lx5U3ZxSqUS77//PoYNG4aLFy8CAJo2bQoPDw+97bp27YqLFy/i7NmzyM3NRZs2bfRGQG3ZsiWuX78OR0dH3bImTZpg9erVsmsjIiIi41Q4hFy6dAnFxcXo168fLCyevJtCoUCLFi0QFxdnVIHAw0d+3d3dH7uNra0tgoKCyl1nZWWle0qGiIiIng0Vvh2j+WscAtGAxxxLSkoqFFiIiIio5qlwovD29oalpSUOHjyoG5TscUpLSxEfH88RSYmIiKhcFQ4hPj4+CA4ORmxsLJYvX/7E7detW4ekpCQ0adLEqAKJiIjIPBn0dMxXX32FOnXqYPbs2di4cWO5w2hLkoTFixfj3XffhZOTE/r372+yYomIiMh8GBRCfHx8MH/+fEiShFGjRmHIkCE4cOAArly5gnPnzuHnn39Gr1698N5770GhUGDz5s14/vnnK6t2IiIiqsYM7jU6fvx4tGjRAmFhYdixYwd27NhRZpvGjRtj8+bNaNeunUmKJCIiIvMj69GV9u3bIz4+HidPnsTVq1eRkZGhmz/Fz88Pbdq04VwqRERE9Fiyn5+1s7NDt27d0K1bN1PWQ0RERDVE5c1tTkRERPQYDCFERERUJRhCiIiIqEowhBAREVGVqHAIKSkpqdBw7UREREQVUeEQsmnTJrzwwgvYt28fgIcT2g0aNAiHDh2qtOKIiIjIfFU4hOTk5CAjIwO5ubm6ZZGRkVCpVJVSGBEREZm3Co8T0rp1awDAhAkT8Msvv6BZs2YoLCzEwYMHkZmZ+cj9WrZsiU6dOhlfKREREZmVCoeQLl26YMWKFViyZAm2bNmiW75t2zZs27btkftNmTKFIYSIiIjKMGjE1PDwcIwZMwaXLl1CcnIyhg0bhtGjR6Nr166P3Kd+/fpGF0lERETmx+Bh262srNC6dWtoNBq0bdsWXbp0Qa9evSqjNiIiIjJjsueOUSgUOHDgAABAq9UiKysLxcXFUCgUcHBwgLW1tcmKJCIiIvNj9GBl0dHRaNq0Kdzd3eHu7g43Nzd4enritddeQ1pamilqJIIgCFVdAhERmZjsKyEA8PPPP+PNN9+Er68vZs+ejbp166K4uBhnzpzBzp070bp1a+zZswctWrQwVb1UzU1degCpWQUG72ehUWOkVsshfomIzIjsECJJEubPnw8/Pz9ERUWV+U917Nix6Nq1KyIiIhhCSCfiRDxupGQbvJ+tVIr/SBJDCBGRGZH9mZ6eno5z586hT58+5V4qb9++PVq0aIGbN28aVSARERGZJ9khpKioCFqtFnZ2do/cxtraGsXFxXKbICIiIjMmO4S4uLjAyckJFy5cKHd9cXExbt68CVdXV9nFERERkfmSHUKsrKzQo0cPfPfdd/jpp58gSZJu3a1bt9CzZ0/cvXsXL774okkKJSIiIvNi1NMxn3zyCU6ePImBAwciMDAQvr6+yMnJQVRUFLKystChQwcMGDDAVLUSERGRGTEqhHh7e+Po0aNYvXo1zp49i1u3bsHCwgJ9+/bFK6+8gsGDB3PQMiIiIiqXUSEEADw9PTF//nxT1EJEREQ1CIddICIioirBEEJERERVgiGEiIiIqgRDCBEREVUJhhAiIiKqEkY/HQMAqampuH79OjIyMtC1a1fY29ub4rBERERkxoy6ElJaWorRo0fD09MTnTp1Qr9+/ZCcnAwAOHr0KHr37g2VSmWSQomIiMi8GBVCFixYgC1btqBv374YNWoUAOhm1LW2tsaBAwewb98+46skIiIisyM7hGi1WmzZsgX9+vXDzp070bVrV731L7/8Mpo0aYIbN24YXSQRERGZH9kh5MGDB0hISEDfvn0fuU3Dhg1x7949uU0QERGRGZMdQvLz81FaWgonJ6dHbmNpaYmSkhK5TRAREZEZkx1C3Nzc4OzsjFOnTpW7XqvVIiYmBl5eXrKLIyIiIvMlO4TR4DZwAAAgAElEQVQolUp06dIF69evx4kTJ3QdUgVBwO3btzFmzBgkJCTA39/fZMUSERGR+TBqnJBly5bh9ddfR6dOneDo6AgACA0Nxa1bt6DVajFy5EgMGjTIJIX+bffu3bh48SJmzZqlCz75+fk4cuQI/vjjDxQWFuKll15C7969YWdnp9svOTkZKSkpaNCgAWrXrq1bfv78eezfvx8TJkyAg4ODSWslIiKiRzPqEV1XV1ccOXIEBw4cwODBgzFw4EAEBATg888/R2JiIjZs2AAbGxtT1Yrff/8dYWFh2LRpk27ZgwcP0K5dO4SFheHmzZuwtLTEO++8g/79+0OtVgMAjh8/jgYNGuD111/H8OHDdfvGx8ejU6dOaNKkCQMIERHRU2bUlZDz58/Dzc0Nr776Kl599VVT1VSu6Oho9O/fHz4+PnqdXT/44ANcv34dx48fR9u2bQEAgwYNQvv27TFjxgwsWbIEW7duxaBBg7Bhwwa8+uqrSE5OhpOTE8LDw9G3b1+EhoZWau1ERERUluwrIenp6Wjbti1mzpxpynrKVVhYiHfffRdeXl4YMWKEbnlRUREiIiIwfPhwXQABgICAAPTu3Rs//fQTtFot8vLy4OLiAgsLC9ja2qKoqAiff/45bt68ia+++goKhaLSz4GIiIj0GTVYmVarRcOGDU1ZTxkajQZhYWHIy8vDoUOHYGHx/y/exMTEIDU1VTda6z+FhITgzp07UKlUGDhwIFasWIE+ffogJycH6enpmDt3LlavXq3XP4TMmWDCrYiIyBRk345xdnZG+/btcejQIUyfPt2UNelZuXIlfv/9dxw6dEjX+fVvKSkpUCgUaNCgQZn9fH19odVqkZqaigEDBmDbtm2IjY1Fly5d8MYbb2D+/Pno2rUrtFotRLFiWUylUiEmJkbXIRYACgoKkJiYiLS0NONOtAZQiALUVTBujEajwbVr14An/J4FAOnppQAASZIMbEWCwbuYQH5BAa5evw5otU+/cSIye4IgoLCwsNKOLzuECIKAL7/8Ep06dcKyZcswadIkU9YFANi/fz+mTZuGrVu3ok2bNgCgd+tEEARIkvTEPxiiKCIsLAxhYWFYtWoV7O3tERISgg4dOiA/Px/r169HYGDgE+uxsrKCi4uL3jKFQgEbGxu9J3GofApRgChUwbUGQYCtnR2EJ4UQAbC0LARQeW84U1MoFLCztwc0mqouhYjMkCAIFf5HXQ7ZIaS0tBRjxoxBaWkpJk+ejC+//LLcQkeNGiWr30hOTg6GDx8OURSxZMkSLFmyBMDDqxFpaWkIDQ3F0qVLIYoi9u/fjzfffFNv/8OHD8Pe3l7vdtHly5exY8cOrF+/Hh06dMCnn36K+vXro2fPnjh16tQTby3VrVsX7du311t2+vRpuLq6om7dugafY030z9tpT4tCFOHp4Q5B8eS2HTJTgDuFele7KkZAVeQraysreLq5Pf2GiajGsLKyqrRjy/6LIIoiPvzwQxQXFz92Oz8/P1nHt7W1xf79+8ss37p1K3744QfMnz8fvr6+CA0NxdSpU/HKK6/A29sbAJCUlIRVq1ahT58+ukdvc3Nz0atXLyxcuBA2NjbIy8tD27Zt0ahRIxQWFiI9Pb3S+7cQERHR/2dUCAkLC3vsNpmZmbL/87WwsMBLL71UZvnhw4dhZWWF5s2bAwA+/vhjHDt2DMHBwZg5cyY8PDzw8ccfw87ODosWLQLwsBPttGnT4OvriwEDBkCr1SIgIABjxoxB7dq14e/vj1atWsmq81kilZZCktk3QLCweOLtCiIiIlOq1Gvj48aNg6enJxYvXmyyY1pbW+O5557TfR8QEIDLly8jPDwcU6dORXFxMV555RVERETA1dUVABAVFYULFy7ghx9+0IWiqKgo/PTTT8jLy8OwYcMq9XLT03JrzVIkb9/6xA6Y/0sqLUHz9dth36RpJVVGRERUltEhZMuWLfjll1+Ql5ent1ytVuPkyZN4++23jW1CT3h4OMaPH693z97V1RU//PADMjIyUFBQAFdXV70rMEFBQTh58qTecWxtbfVGTzUH2uJilOblGnxFQyopkX0FhYiISC6jQsjGjRsxevRoKJVKaLVaaDQa1KpVC8DDAcZKSkpMPhqpQqF45OBijo6OZR7jJSIiomeT7E4AkiRhyZIl6NmzJ+7evYuuXbuiRYsWUKlUuHfvHv744w9YW1vj3r17pqyXiIiIzITsEHLv3j3ExcVhwoQJcHJywt27d+Hv7w9bW1vY2dmhefPm6N69O86cOWPKeomIiMhMyA4hpaWlkCQJderUAQAUFxeXuRXStGlTpKenG1chERERmSXZIcTV1RXPPfccrl+/DgBwcHDA6dOn9bY5ffo0B/EiIiKicskOIdbW1mjbti0OHjwIAOjTpw/Onj2Lt99+G5s2bcKUKVMQGRlZ7rwuREREREY9HTNkyBAsXboUkiTh/fffxx9//IFVq1Zh1apVAICGDRti0KBBJimUiIiIzItRIWTEiBEYOnQoBEGAtbU1du/ejdjYWCQlJcHZ2RmBgYGwsbExVa1ERERkRowerOyfg4IpFAq0bt0arVu3NvawREREZOaMDiFnz57Fl19+idTUVGjLGXUzLCwM48ePN7YZIiIiMjNGzVi2YMECBAUF4ezZsxBFETY2NmW+LC0tTVUrERERmRHZV0KKi4uxZMkShIaGYseOHaasiYiIiGoA2VdCUlNTkZaWhs6dO5uyHiIiIqohZIcQJycn1KpVCyqVypT1EBERUQ0hO4TY2tqiZ8+e2Lt3b7kdUomIiIgep8IhRKPRoLCwEEVFRbqvmTNn4tq1a/jkk0/0lv/zq6SkpDLrJyIiomqqwh1Tt2/fjsmTJ0MU/39uEQQBpaWlmDt3LlavXg1BEMrsN27cOHzyySemqZaIiIjMRoVDiL+/PyZNmmRwA23btjV4HyIiIjJ/FQ4hLVu2RMuWLSuzFiIiIqpBDB4nJCoqCo0aNYKzs7Pe8tu3b+PLL7/E2bNn4eTkhMGDB+O1114r9xYNPZq6RIMjZ5MgGbifBMAuNQcK/riJiKiaMCiE3L9/H8OHD4eDgwPOnz+v6x+iUqnQoUMH3L17F6IoQqvVYteuXThz5gwWLFjAIGKA7Lwi/GvKd9BqDI0hAsZr4zBMEAwOMERERFXBoEd0lyxZgqSkJAwYMECvg+qMGTNw9+5ddOzYEVeuXMH333+PunXrYuHChTh9+rTJizZrggCFpQKQ8aUQGfaIiKj6qHAIKSwsxMaNG+Ht7Y333ntPt/zBgwf4/vvv4ejoiB9//BGNGzfGa6+9hr1790KhUCAqKqpSCiciIqLqrcIh5PLly0hLS0P37t1hZ2enW37r1i0UFxejR48ecHFx0S1v27Yt6tevj7t375q2YiIiIjILFQ4hmZmZAABvb2+95X8P2967d2+95YIg4IUXXkBycrKxNRIREZEZqnAIcXJyAgDcuHFDb/nffT7Ke3y3oKAADg4OxtRHREREZqrCIaRJkybw8PDArl27kJCQAODhUO579+6Fo6MjvLy89LbPzs7GjRs34OHhYdqKiYiIyCxUOIRYW1tj0qRJSE9PR/fu3fHrr7/ivffeQ2xsLEaPHg1bW1u97deuXYucnBz4+PiYvGgiIiKq/gwaJ2TKlCm4dOkSvv76a/zrX/8CALRo0QJz587V2+727duYM2cOnn/+eYSGhpquWiIiIjIbBoUQURSxdu1a9O7dG5GRkbC2tsZbb70FpVKpt52npyeOHDmCjIwM9gkhIiKichk8bLtSqURYWBjCwsIeuY0gCJy4joiInkna4iLc3vB/QEmJwfsqHGrD8823KqGqmsngEEJERFSdadXFUG3dAE1RocH7Wr3gxhBiQgwhRERUwwiAKEIQDZq55OGeMvahR+NPk4iIiKoEQwgRERFViUq7HaPVaqFSqeDs7AwrK6vKaoaIqMoUJd9D3qU/AUMv0UsS7Br6waae95O3JTJjskOIRqNB3759MWHCBPTs2bPM+p9//hmvv/461q1bhzfeeMOoIomInkXZf5zC1ekTIVhaGrSfpCmFz7SP4fGfcZVUGVH1IPt2jCRJiImJwf3798tdHxoaCg8PD1y4cEF2cUREzzRRhGhpKeNLafjVEyIzJPtdIP71BhLLeSNptVpcuXIFWVlZ8isjIiIis2bQ7Zj09HQMGTIE6enpkCQJmZmZmDVrFpYsWaK3XXZ2Nm7dugV7e3v07t3bpAUTERGReTAohDg5OWHGjBnYuXMnAODatWvw8fFB48aN9baztbVFq1atEBoaymHbiYiIqFwGd0zt2rUrunbtCq1Wi927d+PNN9/Ev//978qojYiIiAyUc/E8bs7/CILCsD/xklaDF14bBtcBgyupsrJkPx0jiiKioqLg5ORkynqIiIjICJr8fOTFXYJgYWAI0WigTk+rpKrKJ7tjal5eHkaOHIlly5aZsh4iIiKqIWRfCcnIyMDx48fxr3/9y5T16NFqtThz5gwOHjyIS5cuAQCCgoLQs2dPeHt762135MgRnDhxAtnZ2ejSpQv+9a9/QaFQ6LYpKCjAvXv3UK9ePSiVSt3y69evY+fOnQgPD0ft2rUr7VyIiIhIn+wrIW5ubqhfvz6uXr1qynr0fPjhh2jbti2WL1+OrKwspKenY9q0aWjTpg3u3LkDACgtLcXYsWPRrVs3bN68GadOncLAgQMxa9Ys3XESEhIQEBCAxo0bY9q0abrlWVlZ6NmzJyRJYgAhIiJ6ymSHEAsLC0ydOhV79uxBbGysKWvS8ff3x8KFCxEfH499+/bh4MGDiI6Ohqenp+420OLFi7FhwwYsXLgQV65cQXR0NFavXo0FCxZg06ZNAIC1a9fCxcUFf/75J06cOIGcnBwAwPz582FnZ4d33323UuonIiKiRzNq2PYrV65ArVajY8eOCA0NhUU5nWB69OiBYcOGyWpjxIgRZZY1a9YM4eHh+Prrr5GTk4MVK1Zg9OjRmDp1KgRBAACMGjUK+/fvxyeffIJ///vfSE1NRZMmTeDn54fnnnsOmZmZWLx4MQ4ePIj9+/fD3t5eVn1EREQkn+wQIkkSLl++rOubERcXV+52AQEBcpsoV35+Pn766Se4u7vj1KlTuHfvHsLDw3UB5G9hYWH44YcfkJSUhDFjxqBnz544ePAgAgMDcfr0aaxYsQLR0dFwc3OrcNuSJEGr1ZZZVt5y2STJNMcxuFkTnsMjCAJQFWcnAZC0EiShAudXRT9/uSQAWkmqdnWbC8nIn3tlv+eofMb83iTp2X/PGXd+5f+dqyyyQ4iFhQWOHTtmyloeS6vV4ujRoxg3bhxUKhWioqIQFxcHCwsLuLu7l9n+73CRkZGB9u3bIzExEbdu3YKlpSU6duyIvXv3wtHRESqVqsJB5Nq1a/jhhx/0Ak9JSQnOnTsHa2trk5xnXpHmqb+2BVHAn5cuQcrIrtR2LBQCioqKKrWN8pSWluLEyZMPU9BjCAJwO9sagJXBb7qHYdSIImXKysrCiVOngNLSp994TScIEK5fhyBjDhhBEJCYkICEqJOAxCDytAnFRYBWg8d/IpRPrS7GiRMnnuEQIkC4EVfmH/MK7SkIuH37Fm7943UpiiLy8vJMXaSO7BDyt5KSEkRHR+PChQu4f/8+rKys0KhRI7Ru3VrvCRZjREVFYd68efjtt98QGBiIZcuWoWXLlrh16xY0Gg1yc3PLjFfy9w/NxsYGAODo6AhHR0d89NFH6NevHy5fvoywsDAUFxdj/vz5ePvtt59Yh5eXV5kZgXfs2AE/Pz+TdWzNzC2CgGiTHKuiJK2Ehj4+sGnUpFLbEQUBVspYAMWV2s7/slAo4N+8+RMnDBMApMdn4UpulsFvYEEQIOsTzUi1atWCd7NmAP+jrgICMlNu446khQDFkzf/B0mS4ObuDqcWzZ/hP2bmS1uQjyuCKOvKrKWlEn4tWjzTv7c8TRESJMngjyRJkuDq+gJc/vG6FAShUieiNTqEvP/++1i6dGmZ5VZWVlizZk2ZP9qGWrlyJd555x20bdsWv/32G1599VXdH4imTZsCAE6cOFEm8Jw4cQJ2dnZo0KCBbtnt27cRERGBiIgIeHt7Y9OmTfD390eHDh3w6quvolGjRo+txdbWFra2tnrLFAoF7OzsTBZC1JJllfwxs7O1Ra2n8IRQeRMeVjZBEODgUKtCowcqrQrltyN7T/ksFArUrlWrClomACiysZF9j9HKygq1Oa1FlSgVBQiCIOtXJ4rCM/970/71z7cc5b0u/znchakZ9Rfh//7v/7Bs2TL06NEDe/bsQXR0NCIjI/HJJ5/A0tISo0aNMuqWzZ49ezB58mR89NFHOHLkCLp166b3H6qPjw+CgoLw8ccfIzc3V7c8NzcX27dvx0svvaQLDVqtFoMGDcIbb7yBgoICSJKEdu3aoUWLFrC1tYVKpZL/gyAiIiKDGdUx9ZtvvkGrVq2wd+9evaTUuXNndOzYET169EBUVBQ6d+4sq43vv/8eDg4OGDlyJNLS9IeStbGxgYuLC8LDwzF06FC88cYbmDt3LurWrYuZM2ciNTUV33zzjS60rF69GsnJyRg9ejSAh5Pxff7553Bzc4O1tTVatGgh8ydBREREcsgOISkpKTh9+jQ+++yzci/VBAcHIzAw8JFPzVRE7dq14ebmhtDQ0DLrOnXqhK+++gqvvfYamjZtis8//xxhYWFQq9Vo1aoVzp07p7u9cvHiRezbtw/Hjh3Tzep7+fJl7NixA4WFhYiNjUWdOnVk11nTZBeWID4170n9PMsQBAHFpey7QPQ0abXSw6c5ZFD8ddvC3JjhKVVbskOIUqmEKIooLn50J0O1Wl3u2CEVtXLlygpt16RJE3z99dePXN+sWTPs2bNHb5mLiwveeecd2bXVZHczC7Ep6hZE0bB3siiKyCnmUxxET9Mnm37H/33/B2Dg+xUlWkRtGolGno6VU5gJrNp9Dlsjzhv8hJJSU4yP1KVQPnlTqmSyE4KjoyOaNWuGAwcOYPr06bC0tNRbf/r0aVy6dKncqxhUvQl4eFVDNPDfCUM/A4nIeIXFpUjPKzL83/9SLbTaZ/cJEAC4l5aLU1eTn/jk2/+yl0qe+XOrKWR3TBUEASNGjMDvv/+O4OBgHDlyBHfv3sXly5fxwQcfoHPnzigqKkJQUJAp6yUiIiIzYdQjuu+88w5u3ryJFStWoGvXrlAqlSgtLYVWq4WtrS3WrVuHV155xVS1EhERkRkxKoSIoojFixejS5cu2LVrl26wssDAQAwZMgQ+Pj6mqpOIiIjMjNGDlVlaWqJ///5o3749srKyYG9vj+eff96oDqlERERk/owarEySJCxduhT+/v7w8vKCv78/6tevD19fX4SFheHkyZOmqpOIiIjMjFEhZMWKFZgyZQpeeukl7Nq1C+fPn8ehQ4cwbNgwHDp0CMHBwfjjjz9MVSsRERGZEaNGTN20aROCgoKwZcsWvXWdO3dG9+7d0bVrVxw8eBCBgYFGF0pERETmRfaVEJVKhQsXLqBnz57lru/UqRMCAgJw7do12cURERGR+ZIdQkpKSiBJEuzt7R+5jbW1NTQajdwmiIiIyIzJvh3j5eWFJk2a4OLFi+Wuz87OxsWLFxESEiK7OCKq/jJPHkf22RiDR+yUtBq4Dx8JpaNTJVVGZJ6q0+DUskOIIAho2bIlDhw4gAMHDuitkyQJy5YtQ3Z2NpRKpd56Pz8/eHl5ya+YiKqVrD9O4u7G1QYPrS2VqOHyr/4MIVQjqdJy8f3hK7Lmu3BIikejajJPhuwQotFo8OuvvyIzMxPdu3d/5HYzZszQ+37p0qWYNGmS3GaJqJoRBBEQRYMnGZNEkbOdUo11U5WFyYt/AxSG95p4SUrBclFAdegMITuEiKKIr7/+Gmq1usL7SJKEl156SW6TRERENYIgALAQZYUQQVN90rtRIYQz5BIREZFcRo+tHhERgQ0bNiA9PR2SVHZq5MGDB2PixInGNkNERERmxqgQsnbtWowbNw4AYGdnB7Gce76pqanGNEFERERmSnYI0Wq1+Oqrr/Diiy9i3bp18PX1hVKpLLNdecuIiIiIZIeQ1NRUXLp0CfPmzcPLL79sypqIiIioBpA9YqpSqYRCoeCVDiIiIpJFdghxdHTEgAEDsGPHDpSUlJiyJiIiIqoBjBoxdeXKlWjTpg1GjRqFPn36QKvVltmuUaNGCAgIMKpIIqLKcuNuJjbtjYUgYzwGt2vX0EIUUfa5QCKqCKOejiksLIQkSdi6dSu2bt1a7jaTJ09mCCGiZ9ZNVSY+3fA7YGloCBHQXXMDrRQCSiulMiLzZ1QImTRpEjIzM7Fo0SL4+vpCoVCU2aZBgwbGNEFEVKkECA/n5zBwWHkAELTVZ2RKomeR7BCSn5+Pw4cPY+jQoZg6daopayIioqomikj5bhNsHAwPZ1ZuHnDtN6gSiiJzIzuEpKenIycnB82aNTNlPUT0DJIkCTn5FZ8n6p/UpdVhGi0qQxSR/P02KKRsw/aTgNqt2zKEUIXIDiEvvPACvLy8EBsba8p6iOgZlJlbBJ+BX6FEY1igkCBiZNFZDBYFdt6shgRRhCCVvc3+WJJk8IzJVHPJDiGWlpaYMmUK5s6di3//+99o3bp1uXPHWFpaciwRompOAlCgLoVaU/YJuMfTotTgfYioppAdQjQaDb788ktkZmaiU6dOsLW1LXe7SZMm4dNPP5VdYE3D/x+IiKimMGqcEH9/f3h6ej52Ozc3N7lNVFuSBGyNvo0CteH3wvMLi6HldWsiIqoBZIcQhUKBX3/91ZS1mJX4+3nIKTR89ICi4hKUc1eLiIhqkJry8LdR44QQERHRo22KuoXMAsOnNrl990GNSCIVDiFqtRrLli1Daalh/923bdsWwcHBBhdGRETGE4Qa8JfsGXYvqwhpucUG75eaU4yakEIqHEKKi4vxwQcfQGPgI3pTpkxhCCEiMsKphAycvPHA4EAhCAL+SMyopKqIjFfhEGJjY4Pt27eX+xju4zRs2NDgooiI6P/LLijBrQcFskJIThFntqFnV4VDiIWFBcLCwiqzFiKqZL/Hp6OwxPBxO/IL1NCyxzQRmRg7phLVIIfj0mR1kisuLgGHHKNnjWj+XSbMHkMIERFVmdsZBfj+zD2IBt5qEgUBp25moCZ03jRnDCFERFRlikq0SEovgMLAyxqCICC7sIQZpJrjKOFERERUJRhCiKhG4z/SRFWHt2OIyCxE3Xjw8PK8gWJvZQEc0IuoSjCEEJFZOHkzA3cyCgze7+69TF4OIaoiZnU7Ji8vD+np6dBqDXuYMC8vz+Dh6Ino2SIIDzsrGvxV1YUT1WBmEUIuXryIzp07w8vLC/Xq1UP79u0RFxenW6/VarF582aMGDECJ0+e1Nv3448/Rq9evVBcbPjY/kRERCRftQ8hV69eRXBwMBITEzF79mx89913UKvV6Nu3L9LT0wEAP/74I9566y3k5ORg2rRpuqHno6Ki8Pnnn2Px4sWws7OrytMgIiKqcap9CJk+fTpKS0tx5swZTJo0CX369MGBAweQlZWFsWPHAngYQiZOnIjdu3fjueeeQ1JSErKzszFy5EjMnj0bgYGBVXwWRERENU+1DiHp6ek4fPgwpk6dChcXF91yJycnDBw4ECdOnEBJSQnq1KmDxMREqNVqZGVlwdraGv/5z3/g6emJ999/vwrPgIiIqOaq1k/HnDt3Dvn5+ejdu3eZdZ06dcLq1atx+/ZtDB06FCEhIXjxxRfh7++P06dP4/Dhw4iJiYGlpaXRdZQ7s6UgQhIMz3gSBEgSIGuiDq0EUauF1tCudloD9xCEv87PsHYkQQBknpsWgKjVQoDhk6gJWm2FH8EURFHWuUEQIUl/nZ+ced602od1GkKSIBramCjzdSmIkLSQ9buTtNJf52bgsNyG/jxkvue0EGW/LvHXuRncuVWrMWiYcuHv35uMWXS1kvDw3GT0wBW0WgiSjNelIZMdCsLD15eMc5Mg79wk/HVuMn7pgtbA95wRfwtkT9gkQdbrUtBqn/qVCUGSqu/UmNu3b8fw4cOhUqn0roQAwPHjx9G5c2fExMQgMDAQKSkpSElJwf379zFmzBhs374d9+7dQ0FBAQYMGAB7e/sntpeYmIhDhw7phY7k5GQ4OzvDwkI/zyVnFUEj40craSU8yMiFnN+Ks5SPOih8+OI1qFEJtvV9IFpb6y3WaDQQRbFMyCoq0SAtTy3rqYKMjFxoNIafnAgJPlKGjBYffoDb+TbW+wDXarWQJAkKhUJv2+zCEuTKnPo8J6cAxcUlkPNp7yVlwQoaA/eSoLC1h41nffwz+UiSBK1WW+bcACA5uwgaQz9E/zpm+oNcWQHLScqHo9zXZQNfiEorvcWPel3ezymGWmP4p3ZJSSmysvIh5/fmgGK4Srmyzk3p4gqlY129xY86t5zCEuTIfF3m5xehoKAYcs6vvpQJS4P/EkpQ2NjBxqu+/tJHvC6LS7W4n1Msa6gWuecmQosGUqaszzDRwhK2Pg31lj3uPZeSXYRSGe+50hINMrPyIOf3ZosSeEjZ8l6XTi5QOjnrLU5OTkZISAjatm1rcC1PUq2vhLzwwgvQaDRISEgoE0Li4+MhiiJcXV0BAK6urnj++efRvXt3rFmzBmPHjoWLiwtcXFywePFinDx58omdU+vVq4cRI0bofUCsXLkS/fr1g6Ojo+lPsIqtXbsWvXv3hpubW1WXYnLHjh2DSqXCkCFDqroUk0tJScGBAwcwYsSIqi6lUqxbtw4hISGoV69eVZdicsuWLcPAgQPh4eFR1aWYXGJiIo4fP26Wr8u0tDRERETgzTffrOpSKsXGjRsr7djVOoS0atUKtWvXxvbt29GuXTu9dUePHoWrq6veH9D169fD1tYW3t7euHTpEv7883rgdIEAACAASURBVE/4+vri+eefx7lz5xAUFPTY9kRRhJWV/n9lgiDA0tISSqXSdCf2jDDnc1MoFBAEwSzPzdLS0mzPDTDv1yUAWFhYmOW5mfPr0pzPDXhElwMTqdYdU2vVqoUhQ4Zg5cqViIyM1C3//fff8f3332PEiBG6y2N37tzB1KlT8d577+mCxL1795Camori4mI4ODhUyTkQERHVVNX6SggAzJ49GwkJCejduzf69u0LZ2dn7NixA3379sWsWbMAAFlZWRg0aBDeeustdOzYEVqtFpMmTcKYMWMgiiImTJiAZs2ayWr/774F5sicz+3ve7jmyJzPDTDv16U5/97M+XVpzucGVO57rlp3TP1bSUkJFi9ejN27dyM/Px+hoaGYPXu27orHmTNnsHHjRnzxxRd6HVAvXryIgoICtGnTRvblpri4ODRo0KDMbRpzcPXqVdSrVw82NjZVXYrJJScno6ioCN7e3lVdiskVFBQgJSUFDRo0qOpSKsW1a9fg4eFhdgMMSpKEuLg41K9fH7a2tlVdjsnl5OQgLS0NPj4+VV2KyRUWFuLu3bto2LDhkzeuhuLj41GnTh04OTmZ/NhmEUKIiIio+qnWfUKIiIio+mIIISIioirBEEJERERVgiGEiIiIqgRDCBEREVUJhhAiIiKqEtV+sLLqSpIknDt3DhcuXEBeXh58fX3RsmVL3Vw3z7LY2FiIoojmzZvrLT99+jScnJz0xgG4f/8+YmJi8PLLLyMnJwfr16/H/Pnzn3bJlSIxMRFxcXF6Y8zY2dmhdevWujEscnNzceLECQQHBz9zY8nk5OTg5MmTevVbWFigadOmeP7556uwMvlu376NK1eu6M5JFEXUrVsXTZs2NXhI7Tt37uDChQsICQkxerbt3Nxc3Lt3D40bNzbJENj/e54AUKdOHfj7+1doMk5D5OTk4IsvvkB0dDQ6dOiATz75BMDDc8rJyYG7u7tJ23tcHSdOnNCdsyAIqFu3Llq0aGH0cOkrV66Eu7s7+vfvb4pS9RQUFCAyMlJXtyRJsLKygo+PD+rXr/+EvStu27ZtuHr1KubNm2eyYz4VEj11eXl5Uv/+/SVBECQLCwvJwcFBAiA5OjpKq1atkjQaTVWX+FifffaZ1LFjR71lKSkpklKplEJCQvSWr1mzRgIg/fnnn1JMTIwUEBBQ6fVdvXpVmjp1aqW388UXX+h+hxYWFpIoihIAqXHjxtKNGzckSZKkbdu2SQCk48ePV3o9hoqOjpYASBYWFpJSqZSUSqUkiqJUq1Ytaf369VVdniyLFi3SnZOFhYUkCIIEQGrWrJkUFRVl0LEmTZokAZDi4+ONruvgwYOSr6+vpNVqjT6WJEnSkiVLJACSpaWlpFQqJUtLSwmA1KBBAykpKckkbfxt8uTJkiiKUu/evaXw8HDd8kOHDkkTJkwwaVuPc+bMGQkP53HW++rcubOUkpJi1LHDwsKkOXPmmKhSfQkJCeXWbWlpKa1YscJk7YSHh0vNmjXTfR8TEyMdPnzYZMevLLwd85QlJiaiffv2uHDhAn7++WeoVCokJyfj6tWrmDVrFv773/8iNja2qst8rJEjRyIuLg4pKSm6ZYcOHYJarUZkZCRUKhWAh4n/m2++gZ+fH5o0aVKpkyD90xtvvIHo6OhKb0ehUCA4OBipqalISUlBSkoK/vzzTygUCowcORKSJGHAgAE4f/58mQkWnwWi+PDt//XXX+vqv3PnDsLDw/HOO+8gJiamiis0nEKhgEKhwJUrV5CSkgKVSoXz58+jffv26NmzJ9asWVPhY3300Uc4d+6cUaPqLl26FFu2bNH91x4dHY2VK1caPQS2KIoQRREXLlzQ/e4uXLiAJk2aICgoCFlZWUYd/2/5+fnYuHEjFixYgD179mDFihVYtmwZvv32WwiCAGtra+zduxerVq0ySXuP8/frdffu3UhKSkJCQgKOHDmCxMREdO/eHaWlpZVegxx/f+7NmzcPSUlJSEpKQlxcHObNm4cpU6Zg//79Jmvnn5+xc+bMQU5OjkmOXZl4O+YpCw8Px61bt3Dp0iW96bobN26Mxo0bY/z48bC2ttYtP3ToEDZt2oTs7Gw0a9YMo0eP1t3uWL58Odzd3XH58mXExMSgU6dOGDVqFKZMmYJ3330XP//8M2JiYuDm5oaxY8eiTZs2JjkHFxcXNGjQAMeOHcPrr78OAIiIiEDz5s2hUqnw+++/4/XXX0dsbCxOnDiBRYsW6V3O3rNnD3766SekpqaiSZMmGD9+PHx9fQE8vHS5YcMGHDt2DAUFBXB3d8ewYcPwyiuvAHh4K+j777/HlStXUFBQAGdnZ7z22mvo168f8vPz8e677+LGjRsQRRFvvvkmtFotFi9eXCnDDQMPZ890dHTUfe/s7IzBgwdj+fLlKCkpQUJCApYsWYKFCxfqbnFcvHgR69evx82bN+Hh4YG+ffuie/fuEEUROTk52LBhAyIjI2FhYYGgoCCMGjUKtWrVqpT6AcDe3h516tQB8PCS/qRJk7B48WJcu3ZN95pJSkrCokWLkJCQgOeeew59+/bFoEGDIAgCNBoNvv32W+zZswdZWVmwt7dHcHAwRo0apRvyf8GCBXj55Zdx8uRJnDp1CgqFAiEhIXjzzTdhZWWFvLw8rFmzBtHR0cjOzoaTkxNefvlljBkzRu/9UBGCIKB27dqoW7cuAMDV1RWrV69GrVq18O6776Jv375wdXXFb7/9hm+++Qb379+HQqFAq1atMH78eN3M21FRUdi1axeWLl2K/Px8zPh/7L13VJTX+v59TWEGhqH3Ik0UaaIYeyNRYzv2xBijiRp7YiH2qDH2rqioUWPXWBMTe6+xoqKAvVClCNLbMOV6/+Dl+TkOqEnMyTnnO5+1WIvZfT+7PPu5973vPXEiBgwYgDNnziAqKgorVqzApk2bIJFIMG3aNOEFUFJSgtGjR6NVq1ZQKBT47bffcPbsWRQUFGDkyJHo3LkzdDqdcLnmn6WinhVtZ2triyFDhqBz587IzMyEtbU1AODs2bNYv349srOz4e3tjT59+ugtii9fvow1a9YgIyMDNjY2aN++PT777DOIxWJ8//33KCgowPHjxxETE4Pu3bvDzMwMu3fvxoULF1BaWorbt2/jww8//Et1+SM4OTnB09MTAODt7Y3w8HBMmDABeXl5sLOzw507d7Bs2TIkJyfDzs4O7dq1wyeffAITExOcOHECV65cQYcOHbBs2TJkZ2dj6dKlAKC3MPzpp59w9OhRjB071mDb+c9ibW0tlBsAatWqhS1btuD+/fto164dCgoKsHbtWly6dAkqlQp+fn4YM2YMXF1dkZ6ejgkTJmDcuHEICgoS0ti5cydKSkrQv39/vbzmzZuHW7duYfny5di3bx8cHR2xcOFCjBs3Dg0aNEBKSgpOnDiBoUOHoqSkBCdOnMD8+fOFMQMACxcuRF5eHmbOnGm8Rfd/BY1Ggxs3buC9997TW4C8zMsT7rZt29ChQwfcvXsXEokEq1atwgcffIC8vDwA5ZPLiBEjsGzZMqjVaiQnJ6OwsBDbtm1Dp06d8OOPP8Lc3BwHDhxAx44dkZKS8s7q4uPjg+joaADle7XHjh3D559/jurVqyMmJgYAsGfPHkgkEr191vv376Nbt26IiYmBQqHAmjVrMHDgQGECWLNmDcLDwyESiRASEoILFy6gY8eO+P333wGUSzkOHDiAunXrom3btkhLS0P37t2FPCsWO2KxGDKZDDKZ7G8bQK9+eQDlbXz8+HF4enrCxMQEaWlp2Lp1q9BmV69eRZMmTbB7927I5XKcP38eHTp0wL59+0ASH3/8Mb799ls4OjpCJpNhwoQJ+Pzzz//Wy7EqvjCB8ouqVq5cCbFYjIYNGwIAsrKy0LhxY5w7dw516tRBamoqevXqhUWLFgEAHj58iPDwcLi5uaFTp05QKBQYOXIk1q5dK6R78uRJ9OjRA7NmzQJJpKWlYdiwYZg3bx50Oh369OkjvMibNWuGvLw8TJgwAbdv335n9fzXv/6F0tJS3L17FzqdDoMHDwYAdOjQAf7+/oiIiMCwYcOEvhgTE4MtW7agpKQEubm52Lp1K/r06YMNGzagsLAQGo0GZmZmmDlzJhITE4V8rl69inXr1sHDwwODBw/Gxo0boVQqYWJiggkTJmDq1Kl/eQFSwcvpZGdnY+XKlahZsyY8PDwAAL/88gvatWuH1NRU1K5dGwcPHkT79u0FKWZhYSG6d++OBw8eoG7dukhPT0e/fv0wf/58AOXjiSRMTEwEvYvBgwdj7dq1MDc3h4WFBbZt24Zx48a9k/r8GSoWkVKpFIWFhejZsyeOHDkCCwsLxMTEoG/fvliyZAkA4O7du4iIiEC7du0QFxeHtLQ0qNVqvfROnDiBAQMGAMCfvtj0bdBoNCguLoZYLIZKpUKXLl0wadIkZGZmQiKRYNOmTejXrx8AIC8vD1u3bhWkzBXcuHEDly9fNki7Yh6USqWQyWSQSqUgiX379mHs2LGYP38+CgoKkJWVhYCAAGzdulVPSqjRaLBkyRKkpKT8/RLsf2of6P8iBQUFlMvlHD9+/BvDvnjxggqFgh988AHLyspIktHR0TQ1NRX2Ybt160YnJydhP7SsrIyJiYkUi8UMDg7ms2fPSJKZmZm0tbXlpEmT3lldIiIiWKtWLWq1Wm7fvp0SiYRPnz7lpEmT2KdPH2o0Gnp5ebFFixZCnKioKJqamvLYsWOC3kuFzsTNmzep0+no6+vLzZs3C3FUKhXDwsLYpEkTkuS9e/eoVqsF/7KyMrq7u+vFadCggYHOyt/BkiVL6OHhwZEjR3LEiBEcNGgQg4KCKBKJuGPHDpLlugAA+PDhQ+p0OjZo0IDu7u7Mzs4mSarVap48eZIlJSU8fPgwAfCnn34S8lixYoWgU/OuuXbtGgHQ29ubISEhrFOnDn19fSkWi7lhwwYh3Lhx42hhYcHU1FSSpE6nY8+ePeni4sKysjKq1Wqhr1Xw0UcfsX79+sLv1q1bMywsTOirWq2Wbdq0Yf369ZmUlEQABnooSUlJzMvL+0N1Wrp0KaVSKTMyMgz8kpOTaWJiIjzfpKQkPf/Vq1dTJpMJcWfOnEmJRMK0tDTeuXOHAOjp6cnk5GTqdDpqtVo+ffqUpqam/Pbbb4V0Ro4cyebNm1On01Gj0bBHjx5s1aoVjxw5wkaNGr0Tna+IiAgCYGBgIENCQhgSEkILCwu6uLgI9crLy6ONjQ3bt29PjUZDkszKyqKPjw8HDRpEkvz2228ZFhYmjCmdTsehQ4dSLpczMzOTWVlZNDEx4fHjx4W8NRoNu3btylatWnHKlCns1q2bkP7fyc2bNwmAFy5coEqlYmFhIXfv3k2FQsEmTZpQp9Nx+vTp9Pf3Z3FxMcny+WHgwIGUy+V8+PCh8Nxmz55NrVZLjUZDrVbLHj16cNq0adyxYwelUimnTZv2zuoUHx9PAFy+fDlVKhVVKhWTk5PZq1cvAuClS5e4f/9+AuCmTZuEeI8ePaK5uTnv3bvHBw8eUCQS8dixY3ppjxs3joMHDyZJjhgxgrVr1xb82rdvz3379gm/K+ZXMzMzYT6paPeBAwfS0tKSaWlpJMlLly4RAM+dO/dOnsHrMG7H/Bup2K8uLi5+Y9iEhAQUFxdjwIABwqq2Tp06+OSTT3D06FFotVoA5foZFWL+l7c85s2bJ4iV7e3tERQUhKSkpHdWl6ZNmyI8PBwxMTHYs2cPQkND4eXlhS5dumDIkCFITExEYmIiOnfurBevVq1aeqLbhg0bQiQSIT09HUlJSUhPT0d+fj5WrVoFoFzaIJVK8eDBA2i1Wpibm2Pq1Km4desW1Go1nJycoNVqUVBQIKRJ8t921Xt+fj5u3ryJu3fvIjs7Gx9++CHmzJmDTp06GYR99OgRrl+/jvXr1wsidKlUilatWgEo3+u2sLBAVlaWUP/CwkJIJBLcu3fvnYmFX6VevXrC7Z8VkrS9e/eiZ8+eUCgUOHr0KDw9PfHrr7+CJEQiEWxtbZGRkYFnz57By8sLly9fxpYtW1BYWAhra2skJSUhLy8POp1OkLSEh4cLfVUsFiMsLAzr1q2Dubk5bG1tsXHjRpSVlcHb2xseHh7w8/N7ZxIDACgrK4NOp4NUWj7tpaSkYOzYscjKyoKpqSlMTExQVlaG3NxcODo6VprG5MmTBSmmSCSCt7c3vvzyS/zwww8YNmwY3N3dERUVhY4dOwpfkI0aNUKnTp3g5+cnSGFelj79WUQiET744AMolUqQRFxcHE6fPo3t27djwoQJSEpKQk5ODpRKpfCVKxKJ4OHhgQsXLkCn0+Hw4cPw9PQUpFYikUj4Mk9MTBS2D14dTw0bNkS3bt1gbm6OtWvX/tvGGwD07NkTcrkcJSUlyMjIQOvWrREZGQmRSITbt2+jZcuWwjagiYkJpk6dim3btuHkyZMAgJCQEEycONGgDS5duoSlS5fC0tISY8eOfad9DyjX0ViyZAlIIjMzEyQxd+5cNGzYEF999RW8vb3x8ccfC+F9fX3RrFkznD59Gq1bt/7D+el0ukrb5YsvvhDmkoqx0Lt3b6xfvx779u3DsGHDcODAATRq1AhNmjT5k7V9e4yLkH8jcrkcdnZ2uHHjxhvDFhUVAQD8/f313AMDA/Hbb78JIsSqjqa9OsBMTEzeqUg/ODgYNjY22L9/P2JjY9GyZUuIRCLUq1cPmZmZuHDhAkiiXbt2r01HJpNBLBZDq9UiKysLpaWlWLBggcHgsbS0hFarxUcffYT09HTMnj0btra2ePr0KU6ePPlvnQQrEIlEaNy4MQ4fPoyTJ0+iffv2cHJyqnQBAgAZGRnQ6XQICQmp1D8tLQ0qlQoLFy7Uq4+Tk9PfqmDWp08fdOnSRfjdsWNHdOjQARs3bsTQoUPx/PlzFBcXY86cOXrxnJ2dkZubizt37mDIkCGYOHEigoODkZaWhhUrVhi0yat90szMDDqdDlZWVjh06BBGjhyJ0aNHo6ysDFKpFHXr1sWRI0f09qn/ChULWWdnZ5SVleHTTz9Fx44d0b9/fxQUFGDv3r0ADF+4L1PZeBs/fjzWrVuHiIgITJ48Gffu3cPOnTsBlH94jB07Vgj7zTffvJO6AOX9b+LEicLHBgB89913mDx5Mtq1aweVSgWgfNv2VZG9tbU1ysrK8Pz5cyQlJRnMSa6urigrK6s0X4lEgokTJwq/Z8yY8a6q9FZ8+umn8PLygkQiQa1atdCiRQvhZVpUVGRwZNjNzQ3W1tZIS0uDnZ0dTE1NDfoiSZw4cQL+/v64d+8eTp06pTcm3gUffPABWrRoAZKwsrJC8+bN4ePjAwBIT09H9erVoVAo9OJUq1YNaWlp77QcFeYDXqZFixaoX78+fvzxRwwePBgHDx7EhAkThOf6d2JchPwbEYvFaNOmDbZv345r165Vqih69+5dVK9eXTjrHx0djdDQUMH/5s2bsLe3/8vn4v8qcrkczZo1Q2RkJHJzc9GmTRsA5Svr2rVrY+zYsXB3dxcUSt8GBwcHWFtbIy4urtL6FRQU4ObNm9i+fTt69uwpuFdM+C/z6j7v30XFC6t169aCQmf37t3RtWtXg7DOzs4Qi8W4evUq6tata+Dv6uoKe3t7xMbGGtgU+at2Kl7Hqy/dNm3awNnZGZcuXcJXX30FJycneHh4YM+ePQZxZTIZpk6dioYNG+q9bOPj4/HTTz+9dRkaNWqEy5cvIyMjA7m5ubh37x7Cw8Oxbt06vRfen0WtViMyMhJ2dnaoXbu2oLy8cuVKIYyDgwN27979h9P28PBAy5YtsWvXLpiZmaFevXqCTsbfzatt16lTJ8ycORPx8fGoWbMmAODbb7/F0KFD9cKJRCLIZDI4OTmhe/fuem1XgUwmQ3Z29t9X+D/Jxx9/XOVpM6VSiYSEBD23+Ph4ZGdnw9XVVViYVUbXrl2xdetW9OjRA8OHD0f9+vX1Fnh/lffffx/Dhw+v1M/V1RW//fYbCgoK9JTQnz59Ksz/IpHI4ATQ6z4sRSIRSkpK3qpsEokEc+fORZs2bbBw4UI8evToT0lf/gxGxdR/MwsXLkT37t3Rrl07zJw5E1euXMHjx4+xc+dODBkyBA0bNsSpU6dQs2ZNhIaGYt68eTh48CBiY2MxY8YM/PLLLxgzZsw7Eef+Vdq2bYvMzEw4OzujQ4cOgnvjxo2RlZWFQYMGCWLRt6FatWqoW7cuvvjiC8TExCArKwtxcXFYunQp7t+/D7lcDjMzM/z+++94/vw5MjMzcfjwYcTHxyMtLU2QHoWEhODBgwfYvXs3Vq9ejXv37r3zugMwUNiaNWsWRowYgQEDBuDw4cMG4X19fTFgwABMnDgRa9asQUxMDHbt2oWRI0ciKysLX331FQoLCzFo0CA8efIEz549wy+//IIVK1b8re2dmJiI27dv4/bt27h06RJGjhyJFy9eoHPnzhCJRBg9ejSOHDmCLVu2IDMzE0+fPsW6detw4MABiMViODs7Izk5GU+fPkVOTg6uXr2KM2fOID8/HwkJCW+UUpHE8OHDsXLlSuTm5sLBwQH29vZwdnYWth3/CBVbEzdv3sTvv/+OVatW4f333xckFFZWVjA3N0dRURGioqKQl5eHhw8fYseOHQDKt81e97KqjEWLFqG4uBhz585F7969/3CZ/yz379/H7du3hVNj06ZNg729PQIDA+Hj44OWLVsiMjISZ8+eRVZWFqKiorB48WIUFBRAJBJh/PjxWL9+PY4ePYrMzEzEx8dj48aN+PXXX/8j5pg/SoVS6qZNm3D//n0cOnQIX3zxBXx8fN4o2ahbty6USiU2b94MuVyOvn37VikN+jO8bhz069cPWVlZGDJkCC5evIi4uDgsXrwYMTEx6NKlC9zc3BAYGIjIyEhcuHAB0dHRmDx5MtatW1dlmv7+/li+fDkOHDiA2bNnv3FB8v7776NTp06YMmUKWrVq9e8zWPi3a50YMUCn03Hx4sV0cXERDNfIZDK+9957/P3334VwWVlZbN++PSUSCQHQysqKU6ZMEfx79OhhYGAnMTGRUqmUR48e1XNv3bo1e/fu/U7r8eLFCyqVSk6YMEHPfceOHZTJZExJSdFzj4qKYmhoaKXlPXjwIEkyNjaWNWvWpFgspkgkokQiYUBAAC9cuECyXHnQ3t6eUqmUJiYmdHR05BdffEGpVCooHObk5DAsLIwSiYSWlpbcv3//O613BcuWLWP79u313HQ6HVu0aEE3Nzfm5eXx5MmTFIvFfPjwIUmypKSEI0eOpLm5OQHQzMyMgwcP5osXL0iSx44dY/Xq1QUjWzY2Nhw8ePDfovh37do1isViSiQS4U8qldLNzY0rV67Uq9OiRYtoYWFBkUhEkUjEatWqCYaWysrKhH4ql8tpbm7O/v3709bWlo6OjiwtLWWbNm2ENq5gyZIl9PLyolqt5s6dO1mjRg2KxWLBAFdgYOAfNkK1dOlSvTqZmJjQ3t6egwcPNkhr1KhRlEgkNDU1pYmJCbt06cKgoCAC4LVr1zhr1ixKpVKmpaXx7t27FIvFegrQrzJhwgRBCfnvZtmyZQZtZ2ZmxqCgIN65c0cIV1BQwD59+tDExIQikYgymYx16tRhYmKiEGbkyJGUyWRC27q5uXHp0qUky5Xa5XK5gULkP8HNmzcpFot5+fLl14abNm2aYLxNIpHoPZNly5axcePGBnE++ugjzpgxQ/h94sQJyuVyrlq16i+XOz4+nmKxmJGRka8N98svv9DNzU14JyiVSq5du1bwf/r0Kb29vYV2CgwMZNeuXTlkyBCS5e0YEhKil6+joyPFYjHd3d2ZmZnJGjVqcOzYsVWW4eTJkwTAnTt3/sVavz0i8h/YTDcCACgtLUVCQgJyc3Ph5eUFR0dHg68PnU6H5ORkwWaGpaWl4JebmwupVKpnplmr1SIzMxO2trZ6WxrZ2dmQSCSwsrJ6p3XIyMiApaWlnsRDpVIhOzsbzs7OetICtVqN/Px8vT3+ivLa2NgIWxAajQYpKSkoLCyEra0tHB0d9fYmi4uLkZaWBpFIBGdnZygUCqSnp+ulodVqkZGRAXNz83de55fLoVKpBCXTCiqOdNrb24MksrOz4eDgoKfolpOTg/T0dOGr/2XKysqEI5+urq6V7uG+C9RqNV68eKHXRiKRCDY2NpVu/2RnZyM1NRVKpRKurq56/Uuj0eDZs2dQqVRwcHCAjY0NcnNzUVJSIuiOKBQKvW2moqIiFBcXw97eHiKRCGq1GmlpaYJiaGXj4U0UFxfrKSmLxWJYWFhUamuEpKAIbWVlBWdnZ5SWluL58+eC6L6wsBAODg7Q6XTIysqClZVVldK9pk2bwsTEBGfOnPnbjzW+Wk+gfPvE0tKyUoXKZ8+eITs7G46OjnBwcDB4runp6cjKyoJSqYSLi4vQTjqdTrA58k9fO1DRX+3s7F67PUkSz58/R1ZWFiwsLODm5iY8k+LiYpSUlBjoGVU2l2ZlZUEikRiM7z9KxRxnaWlpoPPxKqWlpUhJSUFZWRlcXFwM8lapVEhNTYVOp4OHhwdKS0tBEpaWligoKIBKpdKbT0pKSpCdnQ17e3vI5XJBCbsq0/7z5s3DjBkzkJqaKtiZ+bsxLkKMGDFi5E9SWlqK5ORk7N69G9999x327dtncCLMiJH/dNLT03Hnzh18/fXXcHBwwPnz5/9teRsVU40YMWLkTxIdHY3mzZtDq9WiadOm6Nix4z9dJCNG/jCDBg3CwYMHYWtriw0bNvxb8zZKQowYMWLkT5KXl4dr167B2toagYGBbxS3GzHyn0h0dDTy8/Ph5+f3b7/J3bgIMWLEiBEjRoz8I/z3ncEyYsSIESNGjPxPYFyEGDFixIgRI0b+EYyLECNGjBgxYsTIP4JxEWLEiBEjRowY+UcwLkKMGDFigntjkwAAIABJREFUxIgRI/8IxkWIESNGjBgxYuQfwbgIMWLEiBEjRoz8I7z1IkSn0731jZYpKSk4efIkLly4gLy8vLcuzI4dO3D8+PG3Dv8qGo0GS5cuRWpq6p+KX1paivz8/D+df1U8e/bsjTeJ/l8nLS2t0r6Sn5+P9PR0A3eSuH//Ps6cOYPLly+/9ZXVaWlpr73++v8aR48erdJEs0ajQXx8PNRqdaX+mZmZBveX/BlevHjxl9MwYsTIfydvvQhZvnw55syZ89ow0dHR6Nq1K9q0aYOlS5di9uzZaN68Ob777jvk5OS8MY81a9Zg586db1skAzQaDSZNmoSEhIQ3hr1x4wbWrl2r5/bjjz/ixx9//NP5V0ZhYSHatWuHR48evdN0/9do27YtVq1aZeA+Z84cg6vRjx8/jtDQUPTv3x/Lli3DjBkz0Lx5c/z000+vzaOoqAjt27fH5cuX32nZ/wzR0dHYt2/fP10M7NixA7t27arU7+bNm6hRowYWLFhg4JeUlIR69eph6dKlf7kMgwYN+j+3EMnIyMCCBQve6VXxRoz8N/LGRcizZ88QHh6OzMxM6HQ6REREYPbs2Qbh7t+/j5YtW8LU1BRRUVE4dOgQjh49il9//RUnT57U+5rS6XRQq9UG0gGRSGRw+6RWq/1DX66V3UJbWV5r167FwYMH9dy+/vprhIeHG8TXaDRV5qfRaF4r5VAqlYiJiUHNmjX13Csr08t5ViV10mq1VfqRNCjrm9J6Xd1epaqwb3pGOp3ujW2o1WorfR6v1len02H48OFo0qQJLl++jF9//RVHjhzBli1bqrzdtAJzc3NER0ejadOmBnm8Wr6q2rWiP1UGySr9Xq3Lhg0bcOnSpSrTeJPkrCLc655rVc9dq9WioKAAWq0WYrG4yhtfY2NjodVqsXLlSoOX5bhx45CcnIzo6Og3lr+qulS4//zzzwa3mmo0mirL/lf72stpvRz2deV82e91cxLJ10qMK/yioqIQGRlp8Ozfpl2NGPlf4o2LEAsLC9ja2iIiIgLz58/H/fv30bx5c4NwY8aMgb29PbZu3ap3TbCPjw8uXrwIR0dHZGVlYcSIEahevTrc3NzQrFmzSkXtQPm14d27d0e1atXg5eWFL7/8EikpKTh//jyaNm2qN0g/+eQTbN68WS/+q3n5+flhzZo1AIDp06dj586dOH36NPz9/dG2bVsAwA8//IDIyEgA5ZPF2LFj4evrCzc3N7Rv317Y5vnwww8xdepUdO3aFdWqVUNgYCB+/vnnSuuhVqtRp04dPH78GABw+vRpNGnSBG5ubmjcuDG6d++Obdu24ccff8Snn36K1atXw8/PD56enujbt68gQcrLy0O/fv3g6ekJDw8PDBw4EDk5OSguLoa/vz/279+P0NBQVKtWTZC6zJkzBx4eHnB3d0eXLl2QkpICoPw66BkzZsDHxwfu7u4ICwvDnTt3DMr+7Nkz+Pn5YdWqVWjcuDHc3d3RtGlTIaxOp8OKFSvg5+cn1Cc2NhYAsH79enz22WdYtGgRvL294ePjg4EDB752gn6b6891Oh0KCwsNrpkOCAhAt27dXhtXrVYjNDQUV65cQUxMDIKCgrB3714EBATA398f27dvR3x8PDp37gw3NzfUq1cP586dAwC0b98ePXr0QEBAANzd3dG8eXOhTUli5cqV8Pf3h5ubGxo1aoSTJ08CABYvXowBAwZg+fLl8PDwQL9+/bBgwQJs2bIFGzZsgJ+fH3777TeUlZVh1qxZqFmzJtzc3PDee+8Jz/JVDh06hDp16sDNzQ3e3t4YMGAASktLAQCpqalo164dJkyYIDz3qVOnCi/u69evIygoCG5ubggICMClS5eqfO63bt1CaGgoSGLv3r2Ce1ZWFg4fPoy6desiPj4eJKHT6bBy5UqhL4SEhGD//v0AyqU+HTp0EMZsVlYWGjdujI0bNwIAPv74YxQWFgIAkpOT0b59e3h4eMDLywtz5syBTqdDbGwsWrdujWrVqgl97cqVKwCALVu2oFevXli1ahV8fHzg5eWFzz77DCqVqtJ6VfTb6tWrw9PTE8OHD0dRUREKCwvRpEkTQbqj1WrRv39/DB48GDqdDo0bN8Ynn3wCX19f1KhRA6tXrxYWJxVp1qhRA15eXpg4caLwzHv37o2IiAh8/vnnCAoKwtmzZzF48GCkpaUhODgYtWrVQnx8PC5fvoy6devCzc0NHh4eGDBgADIzM1/To40Y+R+Ab8HVq1dZq1Yturq68vfffzfw1+l0rF69Ovv06fPadE6cOMEmTZpw9+7d/P3339mrVy+2bduWOp2OJBkWFsYBAwaQJPv27cuAgAAuXryYc+bMYUhICOfOncsjR47Q3d2dWq1WSLdJkyZcvnw5S0pKaGZmxosXLxrk9f3331Mul/PevXu8fv06W7VqxdDQUO7atYsHDx4kSc6dO5fTp08nSU6ZMoWWlpYcPXo0ly9fzsDAQA4ePJgk6efnR7FYzLCwMC5btoyffPIJTU1NmZKSYlBnlUpFS0tL3rlzh0lJSbS2tmajRo24fPlyfvHFF1QoFIyMjOT8+fMpkUjo4ODACRMmcM6cObSwsOCoUaOoUqnYpk0buru7c/r06Zw5cyZdXFwYFhbG3NxcymQympubs1+/fgwPD2dmZiaPHTtGLy8vrl27lrt372ZAQACbNm1KnU7HzZs308LCQvD7+OOPOXHiRIOyx8fHUyQSUaFQ8JNPPmFkZCQbNGhAX19flpaWctGiRRSLxRwyZAgjIyPZtGlTOjs7MyMjgwsXLqRUKmW1atU4ffp0TpgwgZaWljxx4kSlfSMgIIBz5841cB87dixbtGhh4AaA3bt3548//shz584xNzf3tX2PJMvKymhtbc3Tp0/z6tWrBEClUsnx48ezV69elMvldHd3Z5s2bbh69Wq2atWK9vb2LCoqYmBgIO3t7TlhwgTOnz+f9evXp7e3N7Ozs7lv3z6KxWL269ePa9asYYsWLejg4MD09HROnjyZcrmcLi4unDVrFleuXMnbt2+zbdu2/Ne//sXt27czISGBW7dupVKp5IIFC3js2DGOGDGC48aNq7QeI0eO5IIFC3jx4kVu3ryZ7u7u/P7770mSiYmJFIvFrFWrFmfMmMEJEybQ1NSUq1evJlk+xv71r3/x4MGDHDVqFC0tLfn1119Xmk+7du04fPhwjhs3jvXr16dGoyFJTp8+nR988AFXrFhBOzs7FhcX8/z58zQxMeG3337Lw4cP84svvqCNjQ3v3r1LkmzdujXXrFlDnU7H/v37MygoiKWlpSTJhg0bMi8vj2lpaaxVqxZr167NZcuWce7cuQwMDGRBQQHnzZvH/v3788SJEzxz5gzDwsLYsGFDarVaRkREUCKR0MnJidOmTeP3339PKysrHj58uNJ6zZs3j2ZmZoyIiOCaNWvo6urKgQMHUqfTcfXq1TQzM2NCQgIjIiKoVCp5//59ajQauri40MPDg9OnT+eXX35JiUTCiIgIkuScOXMok8k4dOhQfvfdd7SxseE333xDnU7Hli1bUqFQsFGjRpw+fTpTU1M5fvx42tnZcdu2bdyxYwfz8vIYEhLCESNG8MiRI1y3bh0bNGjAX3/99Y392oiR/2beahEyaNAg/vzzz9y4cSMbNGhg4F8xQGfMmPHadHQ6HbVaLR8+fMiLFy9y7969NDMzY2FhIcn/twjRaDR0cnLikydPhLhlZWVUq9VvvQh5Na/Hjx+zZs2a3LlzJ0ly6NCh7NSpk175KhYhSUlJlEql3LZtm+CXnJzM6tWrU6vV0s/Pj19++aXgV1BQQFNTU164cMGgzi8vQgYOHMh69eqxrKxM8P/yyy+FRYi3tzdTU1MFvzFjxjAsLIzR0dEEwKNHjwp+Bw4cIADGxcVRJpNxypQpevk2adJEmCBJ8vbt2zQxMWFycjInTZrEFi1aCC+VinK+Snx8PAFw8+bNgtvJkycJgPfu3WNQUBCHDBki+KnVanp4eHDlypVcuHChQX3GjRvH6dOnU6VSsbi4WPjTaDQMDAzknDlzDMrwzTff8P3339dz02g03Lt3L5s1a0ZLS0sCYPXq1YUXXlW8uggRi8W8dOkSSbKwsJBWVlacNGmSEP7GjRsEwKdPnzIwMJBTp04V/EpKSuji4sKffvqJderU4cCBA/XK17BhQ0ZGRnLy5Ml0dnbm48eP9coycuRIjh07Vvg9efJkNmvWTK9vVNYmZPk4SktL4+XLl3n79m1Onz6djRs3Jlm+CHF3d2dRUZEQvmXLlmzVqhWTk5Pp5+dHtVot+A0YMIBfffVVpXnUqFGDCxYsYGxsLAEwNjaWqampVCqVPH36NI8dO0aRSMT4+HhOnDiRY8aM0UujXbt2wnPZu3cvHR0dOWfOHFpaWvLevXtCuIpFyKRJk+jo6MiCggKDZ6DT6VhUVMTo6GheunSJp0+fpkwmY0FBASMiIujp6an3EfDtt9/yu+++M6iXVqulh4eH3rPftGkTpVIpMzMzqVar2aZNG/bv359KpZJbtmwh+f/muE2bNgnxhg4dytq1a1Or1dLd3V2vD6xfv54SiYTp6els2bIlmzdvrlevQ4cOsVq1akJ7l5SU0M7Ojjk5OUIYjUaj11ZGjPwvIn0bacn3338PZ2dn6HQ6vP/++wb+YrEYSqUSd+/efW06CQkJ6N27N4qKilC9enU8fPgQarUaJSUlMDc3F8K9ePECHh4e8PHxEdxMTEzepqhV5pWRkYHExEThFAVf2ed9mXv37kGj0aBx48aCm7u7O6ytrYUTHL6+voKfmZkZbGxs3nh6KDo6GgMGDNCri0QiEf738vKCi4uL8NvX1xeXL19GXl4eLCws9LbBPvzwQ9ja2iI7OxsA0KVLF8GPJDIyMrBw4UJB+Zb/v77IgwcP0LVrV2zatAl16tSBq6srgoODMXnyZMhkskrLXb16deF/R0dHAOXbQ48fP8bKlSsFP6lUiqCgIKSmpsLa2ho+Pj4G9UlKSkL37t1x7do1AOVi7F27dsHKyqrS0zHPnz+HhYWFnptEIkGPHj3Qo0cP5OTkIDExETNnzsTXX3+NU6dOVVqHyjAxMUFwcDAAQKFQwMnJCe7u7oK/k5MTpFJppe1qamoKf39/PH/+HA8fPkRERIRe+bp06YLk5GRIpVLUrVtX7xkChvoHXbp0wcaNGxEQEAA3NzfUrFkT8+bNg62trUHey5cvx7JlyxAcHIzCwkLcuXNH7/ptW1tbvSvlHR0dkZqaipiYGLRs2RJS6f8b9lWNgezsbKSkpMDV1RW1atVCnTp1cPXqVRQWFsLJyQmNGzfGw4cPQRKJiYmIj4/HpUuXcOTIEQDlW2spKSmoXbu2UL+tW7fi22+/xQ8//IBatWoZ5BkfH4969erpbedW9MnDhw9jyJAh8PX1hZWVFR4+fAiNRiPoqnh5ecHNzU2I5+vri4cPHxrkUVJSgqysLOzcuROHDx8GUH4qTqPRICsrC/b29ti2bRuCg4MxYMAA9OnTp9LnA5Rvs2zfvh0vXrzAixcv0KtXL8Gvbt260Gq1eP78OQCgQ4cOevV69fnL5XJ069YNAQEB8PHxgY2NDdq3b49BgwZVmb8RI/8LvNUixNXVFUD5YsPT09PAXyQSITQ0FBcuXEB+fj4sLS31/IuLi6FQKLBixQrk5eXh1q1bkMlkuHr1Kpo1a2awJ21iYoLS0lKQrHS/+m2Utl7NCwBCQkL0ylzVBFwRvmKfHSifLFQqlTCBvxxXJBLpLSaqwtTUFBkZGXpur9ODqEhTLBajrKwMRUVFwsuluLgYpaWlQpjKyjNw4EC0adNGcNfpdAgODoa1tTXi4uJw+PBh3Lp1CwcPHsTNmzdx4sSJN9ajQvFXIpFAKpUaLBxKSkoqLdPLcdevXy8ocJKEg4MDQkJCcOnSJb02Ly0txbVr1/DRRx9VWR4bGxvY2Nhg1KhR6Nu3LzQajd5L9m0RiUQGSs2vKm2+2lbFxcWQyWSQSqXIzc3V8ysoKIBEIqlysftq/6tfvz7i4uJw6tQpxMfH47fffkP37t1x8uRJg/rs3LkTu3fvxnvvvQcAiIiI0NOJquq5SyQSvT79OpKSklBSUgI7OztIpVKMGDEC+/btQ0JCAsaOHQtTU1PY2NhALBYjOzsbMpkMQ4cORcuWLfXSqXjxFhcXIykpCVZWVoiOjq50bEulUhQXFxuURafTYfLkyRgyZAimTp0KAHjw4AH8/f3fWOdXkUgkkEgkGDp0KMLCwvTie3h4ACjXhQLK9WcKCgr05rOXy5yVlQWFQgG5XA6xWKzXByo+dqoaC4C+MrZIJMKqVatw+vRpPHz4ELdv38bUqVORkpLyxlOJRoz8N/POjJVFRkaievXqaN68OY4ePYrMzEykp6dj06ZN8PPzw++//y5orufk5KCoqAh37tyBTqdDVlaWXloVSofTpk1DcnIy4uPjsWTJEjx69AjVq1dHXl4ejh8/jvj4eIwYMQJRUVEG5anIKzs7G0VFRYiLi0NmZqZgB6R27dq4fv06Ll26hM2bN+tp/zds2BAhISEYPXo04uLikJ6ejjlz5sDGxsbgq/yPEB4ejiVLlmDFihV48uQJ9uzZg6NHj74xXo0aNWBqaopx48YhPj4eSUlJGD58OCQSiTBxvkrHjh1x7do1eHp6IigoCCYmJkhISIC1tTXOnz+PtWvXok2bNpg0aRIGDBiA27dv/6HjgnK5HB9++CFGjRqFqKgopKenY+vWrbh69SpatGjx2rgVEgd3d3dUq1YNpqammDhxIp48eYJZs2YhISEBcXFxGDZsGFJTU9GjRw/odDqcOXMGOp0OI0eOxNy5c3Hv3j2kp6fj7t27WLhwIUJCQiCRSHD69GkkJSW9dV3eloMHD+LWrVt49uwZlixZgri4OLRo0QKfffYZRo8ejfPnzyMzMxM//fQTVq1aVanUsIKgoCBER0fjxo0bOHv2LC5cuIAffvgBDRs2xNChQzFy5EjExMRUqlxJEgUFBSgqKkJKSgqioqJQXFwsKHdWRbNmzXDp0iXs3r0bWVlZOHbsGM6fP1/pQjglJQVisViQWHz++eeIi4uDUqkUvs4dHBxgbW2N9PR0tGzZEuvWrYOpqSmCg4Ph7u6OuLg44VTYd999h8DAQNy5cwdnzpzB5MmTDfLs2bMnbty4gcWLFyMlJQXx8fFYtWqVcGJEpVIhLy8P+fn5OH36NEj+ITtEQHm/bdKkCTZv3gwnJyf4+/sjPz9f+FCKiopC69atsXHjRlhaWqJr1656Nmh27tyJBw8e4OLFixgxYgT+9a9/wcLCAg0aNMDEiRNx8+ZNPH36FLNnz4afnx+8vb0rLYe3tzeys7Oxfft2HDx4EI8fP8bSpUvh6emJfv36Yfr06ahXrx5u3Ljxh+pnxMh/He9yb0etVnP58uV0d3enWCymRCLhe++9x8uXL5Mk8/PzOXToUFpYWFCpVLJLly4MDg5mrVq1qNVq2bZtWw4bNoxk+d52gwYNKJVKKZfL2adPH0G/4MCBA7S1taWZmRknTpzIpk2bcuXKlSwpKaGtrS0vX77M/Px8Dhs2jJaWllQqlQwKCuLo0aPp5eVFjUZDrVbLb775hgqFgs2bN2dOTg4XLVrE2bNnkyTz8vLYrVs3mpmZUSKRMCAggDExMSTJkJAQLly4UKi3Vqulr68vz58/b/BMVCoVnZychD3wQ4cOsX79+lQqlWzYsCHfe+89RkZGcvHixWzXrp1e3PXr1wv6EPHx8WzevDlNTEwolUoZFhbGR48esaioiFZWVrxx44ZeXJ1Ox1GjRtHU1JQymYw+Pj5ctWoVSTIrK4vffPMNlUol5XI569WrJ9TtZRISEqhQKAS9CZK8c+cOFQoFY2NjmZ+fz1GjRlGpVFIikdDd3Z0HDhwgSS5ZsoQdOnTQS2/Dhg2cNm1alf0nISGBTZo0oVQqpampKdu0acOnT5+SJHNycmhtbc28vDzevHmTnTt3plKppFgspkKh4PDhw1lUVCTs+Y8fP94g/bKyMrq6uvLs2bO8du0abWxs9PbpQ0JCuGbNGuF3amoqLS0t+eTJEwYGBrJJkya0s7OjRCJhzZo1efPmTaGNw8PDaWVlRbFYTDc3N65bt44k+f3337NLly4GZdFqtezVqxetrKy4du1aZmVlccyYMbSysqJcLqevry9v3bpV6XM6duwYXV1daW5uTldXV4aHh9PJyYmffvopk5KSDPS2+vbtyw8++IAkeerUKXp4eFAsFtPHx4chISEMDw83yGP9+vX09/fX0xv6+uuvuX//fr1wH3zwAadMmcKysjJOmzaN1tbWlMlktLS05IABA5iXl8dDhw6xdevWQloxMTG0s7MTFMJbtmzJvLw8kmR0dDRr164tjPsZM2ZQp9Px0aNHDA0Npbm5OS0sLNivXz9269aNLVu25OrVq/nhhx/qlWvr1q16OjwvU1JSwilTptDc3JwymYx169bl4cOHmZyczGrVqglKvLm5uaxbty7HjRsn6IS8//77tLCwoKWlJWfMmCHorBQUFHDUqFFUKBSUyWT8+OOPmZ2dTZJs27at3nxRwebNm2lra0svLy9eu3aNBw4coIuLC+VyORUKBXv27MmMjIxK62DEyP8KIvLdm/IsLCzEkydPIJfL4e3tDblcrudfcbTU2dkZGo0GJSUlsLa2RmFhISQSiWDvQa1W49mzZzAxMYGrq6veF1tOTg5UKhWcnZ1RUFAAmUwGmUyG/Px8mJubCyLsirwcHR1hYmKCvLw8WFlZVSzAkJ2dDSsrK0ilUqhUKpCEqamp4J+WloaioiJ4eHgI9cjPz4dcLterV35+PhQKhYHonCTy8/OhVCohFouh0WggFotRWFgIkUiEpk2bYvLkyejWrRvUarXevnFZWRlUKpUgfdFoNIL11WrVqgni/or0X91K0el0SEtLg0qlgqurq1CvClJTU6HRaODm5lbpNoxOp0N+fj4sLCwE/wobEy+7PX/+HHl5eXB3dxfaTqVSVVofrVb7WnseZWVlePbsGczMzODo6KgnVn/27Jnevn9mZiZycnJgZ2cHW1tboX8kJSXBwcHBIJ+KZ2Vubg6RSITCwkJYWloK8V5t14r6W1paonbt2ujRowdGjx6NnJwcuLm5GfTrzMxMZGdnw93dXdBxKi0thVar1dN5qkCtVqOoqEjvuPGLFy+QnZ0NNzc3Pb2OVykpKUFmZibs7e2hUCiE7R9TU1MUFRXpSeyKi4uh1WoFtwoJSrVq1SAWi0HS4FmpVCqUlZXppaNWqyGVSvXGYVFREcRisRA/JycHL168gK2traDPUlxcDLFYrNf/KsqrUChQWFgotAlQ3s+Tk5Mhk8n02luj0SAzMxMmJiawt7eHWq1GcXExTE1N/1RfS09PF8aGiYkJysrKUFxcDCsrK70twbKyMpibm6NatWqYO3cu2rZtC4lEAgcHB4M0MzIyUFpaCg8PDyGNwsJCmJiYGPQXoLzPmZiYCOUsKipCamoqrKysBP0rI0b+l/lbFiFGKicnJwdhYWH49NNPERwcjJUrV+LUqVNISEjQU+A08p9HYGAgunfvjpkzZ/7TRTHyD6DVauHu7o558+bhiy+++KeLY8TI/wx/XIPPyJ9GLpfjyy+/xKFDh/Dzzz/D19cXR44cMS5A/gto1KgR/Pz8/uliGPkHad68uZ5kxogRI38doyTEiBEjRowYMfKP8FaSEJVKhTt37gh74TVq1HirI6n/CaSnp0MmkxnYW8jPz0dJSQmcnJwEt8TERCQkJMDJyUmvjiUlJcjJyRGOVSqVSoNjyC9TXFyMzMzMSo8zv8zL6b6MRCLR2w8uKytDYmIivL29Kz1+mpSUhKSkJJBErVq1Kt2rfpX09HThmKxcLoednZ1em2q1Wjx8+BCpqamwsbFBYGCgsKf9sv2DCh0aKyurt+4TmZmZuHv3LrRaLYKDg9+qvBWsX78ederUQb169aBSqZCZmaln2+NdoVKpcPfuXUgkEgQFBVV55PNVUlNT8eDBA5iYmKB27dpV9pOEhAQ4Ozvr6Unk5OS89oSLhYUFrK2todVqce/ePWRkZMDW1hYBAQGV6htURoUeilKprLQvVdyNU1V6arUahYWFUCqVldruqTh2+keOSefm5uLOnTvQaDTCNQmvQhJPnz6Fs7Oznn5Nbm5ulTf5koSjo6OBLlR2djbWrl2LcePGQSwW4+nTp0hOToZcLkdAQICgMwaUjxNzc3ODU3EpKSmwsrLSc9fpdEhNTX3tvT9ubm6v7UtarVbQs6nMrggAwVRAZeNNq9UKOiiV6RRV6L2Ym5u/le2l3NxcgxuqK8b8y3OqWq1GYmIiPD09q0w3KysLsbGxgkmHysZGSUkJ7t27h8LCQgQHB8PGxkZwz8zMrNKkgYmJiZ6tnNLSUqSnp8PLy0svXGZm5muPqbu6ur5xHistLUVJSQksLCwq7ecV9xtVNYZUKpVgG6uqMQTgv+Yd+5d5k+ZqYmIimzZtSnNzc3p6etLc3Jz169fn7t27BXPr/8kEBwdz6NChBu7jxo1j69atSZJJSUn89NNPKZfLhVMHoaGh3LFjB3U6HXft2kVTU1MqlUoqlUpaWVmxXbt2ehZMX2bixIlUKpUGVjJf5eeff6apqSnNzc31/l493XD69GlKJBIeOXLEII0ZM2bQzMyMjo6OdHJyorW1Nfv06cOEhITX5h0SEkKZTEaZTEaFQsHQ0FDBQmxxcTF79OhBU1NTenh4UKlU0svLi/Pnz2dhYSETEhJoZmYmPI+Kkz5r167Vs2RbGUuWLKGlpSVtbW3p6OhIKysrDhkyhM+fP39tvAp8fX2FkwYzZ86kl5fXG/P8o9y5c4d+fn708/Nj9erVOWHChDfGSUpKYq9evahQKOjs7CycetiwYYOeFVSSTEu87ycJAAAgAElEQVRLo4WFhd5JHJLs168fFQoFFQoFzczMhFMSFb+nTJnCkpISdu3alQqFgh4eHlQoFPTz8+OiRYsEM+iVUVhYyDlz5rBWrVpUKpWsXr06J02apGeh88qVK2zZsqVguv6XX34R/EpLSzlp0iR6e3vT3NycPj4+HDZsmHAC5Pz58+zZsyf9/f1Zo0YNtm/fnnv27Hnjczt+/Di9vLzo4OBAZ2dnmpubs3fv3gbWbx88eECZTMYlS5bouVeccHv5mZmZmQm/jx8/bpDnhAkT2KFDBz5//pxt2rShmZkZXV1daWNjQxcXF44aNYrZ2dnU6XQMCAhgZGSkXvzc3Fw6ODiwf//+eu7Pnz+ntbW1UB65XE5TU1Pht4WFxWuvF9i8eTNDQ0NpaWlJGxsbdujQQa/8d+/eZadOneju7k5/f3+OHTtWGDd5eXkcM2YMQ0JCqFQq6eTkxB49egin8p48ecLPP/+cHh4eQvuNHDmSL168eG37fP3111QoFAZz1EcffaQX7vDhw5RKpXrWlSvIyMjgV199RSsrK9rb29POzo4+Pj56/Yskf/jhB2G+cXJyoo2NDb/++msmJiZyz549eu36cjtXnHB8menTp1OhUDAuLk7PvV27dkIcU1NTvTFmbm6uZ+H5VWJiYtilSxfhHREYGMhvv/1WsE6cmZnJcePGMTg4mO7u7uzUqZPenH3x4kX27duXbm5uVCqV9PHx4fjx41lQUMCSkhKuW7eOXbt2Za1atejv789OnTrx2rVrr22f/wVeuwjRarUMDQ3lsGHDmJOTw7KyMqampnLt2rWcO3eu3iKktLSUxcXFevErTKe/mqZWq6VOpxOO7BUXFxuYJy4pKdE7HliBRqMRTH2/DX5+fhw0aJCBe3h4OMPCwkiWHxEMDg7m3bt3qVKpmJaWxh9//JHz5s2jTqfjjh07aGNjw6ysLGZnZ/PBgwecN28e7ezsuGLFCr10Hz9+TEtLS5qbm7Nv376vLduePXuoUCiYnp7OrKws4e/lFwNZPhG4uLiwR48ees8zKSmJXl5evHXrFktLS1laWsrr169z9OjRVR7vrMDf359r165lfHw879+/z9mzZ9Pa2ppnz57l2LFj2blzZ6akpLCsrIw5OTk8ePAgv/rqK+bn5zMhIYEhISHMzc1lTk4OExMTuXHjRvr5+XHkyJGVmprW6XRcunQp69Spw4sXL7KwsJClpaW8ePEiu3fvTk9PT8bGxur1C7VazZKSEr10atSowUWLFpEsn/SvXr1KsrxfVPS34uLiShcmarWaRUVFb+w7I0aMYNOmTalSqVhUVERXV1eDcrzMkydP6OzszE8++YQ3btxgaWkpi4qK+Ntvv7F3797Ci7qCYcOG0cXFhT179tRzLygoEPrAnj176OHhwczMTMGtqKiI48ePZ9euXZmens6ysjJmZ2dz7969HDp0qMH4e5nExET27duXJ0+eZEJCAs+ePcsGDRqwR48ewkLbwcGB69atY2xsLJcvX057e3vhpf/ixQuOGTOGly9fZmJiIs+dO8du3bqxfv36LCgo4NChQ7l06VJGRUUxNjaWkZGRdHBw4E8//VRlmZ49e0YbGxuuXbtW6L/37t1jeHg4z5w5oxf2q6++orOzM318fPRenIWFhcLzqbhS4OLFi4LbqwvAhIQE+vv789GjR5w8eTI7duzIx48fU6VSsbCwkOfOnePgwYOZmppKnU5HX19fLl++XC+NnTt3UqlU0tTUVOh/ZPnc9uLFC2ZlZTEzM5MuLi5cunSp4PbixYsqP9x0Oh3Dw8O5f/9+PnnyhPfv3+f06dNpY2PD2NhYPn/+nA0bNuSsWbMYExPD06dPs0OHDmzSpAkzMjL45MkTDh8+nIcPH2ZCQgJv377N0aNH097ennFxcTx58iSnTJnCq1evCu3XoUMHvvfee1VeD0CSQ4YM4bhx44Q6VPzl5+cLYYqLi1m/fn26uLgYXAfx9OlTenp6skOHDrxw4QKLi4tZVFTEvXv30t7enrNmzaJOp+Px48dpaWnJDRs2MCcnhyUlJbx27RqHDRvGmJgYlpaWCnlXXKdw/vx5we3lxd3z589pZ2dHCwsL4b6vCvLy8oS2iIiIoKurq978+7oPmq1bt3Lx4sWMjo5mQkIC9+/fz/r163PgwIHMy8tj8+bN2b59ex49epQxMTGcM2cOq1WrxlOnTpEkFy1axO+++443b95kQkICz507x8aNG3PevHmMiopit27duHr1al6/fp23b9/mvHnzGBAQ8M4/sv7TeO0ipKysjDY2Nly2bFmVYYqLizlixAg6OjrS2tqanTt3ZmJiIknyzJkzBhej9ejRgxs3buSFCxf40Ucfcfjw4bSxsRHuIMnIyGDfvn1pY2NDf39/LlmyROjUx44dY1BQEC0tLRkaGircFXHr1i3Onz+/0gHu5+dn0BFJ/UWIv78/O3ToUGVj79ixg3Z2dgYv1127dlEulzM9PV1wW7BgAb29vTl//nxaWFjo2aF4ld27d9Pc3Py1k0BpaSn9/Px45coVikQiXrlyRfC7fv06g4ODDSbat8Hf35/79u3Tc/vwww85efJkduvWzeAekJdJSEhgaGiogXt8fDxlMlmlq/eYmBiKRCJev37dwE+tVrNevXrs1asXT506xaCgIEZGRtLHx4d2dnbs2bOn8CJ/eRHyww8/CJfb9e7dmxs2bGCDBg1obW3N0NBQva+gI0eO0MvLi5aWlgwICBDsmVTG6dOnaWJiwv3793PUqFGCjY2q6NevH+vWrftW93zcvXuXEomEZ8+epYeHh95k/jJHjx4VbNq8TNeuXfXut/krHD16lA4ODiwtLWVoaKiBvZAdO3bQzMysSinVgwcPCIBRUVGV+oeFhXHQoEGMjY3lrl27DPxv375NAJX2iZe5e/cupVIpr1y5Qjc3N86aNavScFeuXBHuuKmKzp07C1/rAwcO5MSJE1+7MKhsETJ06FAuWrSIXl5e/PzzzyuNq9Fo6ObmZiDt+qM0a9aMixYt4syZM9mtWzc9P7VazcDAwErtvJBkUVERLSwsuHjx4kr9z58/TwC8efMmZ82aVenifMiQIZXewfMyW7ZsoaWlJaOioigWi3nu3DnB77PPPmNoaGilc9ShQ4coFot56/9r78zDoriyv/+F7gbahkYUHFBMMOICLmhQnLiA6GDUyIMbiRsmUSegGBKDyIiOe3CPEGfcUHQ0qGRExFGIoAYlEU00KgJGIdDuGGVRoGno7jq/P3irXsrqRuI878Ob/O7nefqPrqpbdfc699xT51y7Rrt27SJHR0cqLS1t9llEREVFRQTA7ELr5MmT1KlTJ4qPjycHBwfJIoAnISGBXF1dm9UgvoyzZ89Su3btaP/+/dSrVy/JHLB9+3ZJu72YfsqUKSbP6XQ6cnV1bfb98Eeg2Y1uhUKBFStW4O9//zvGjRuHVatW4dtvvxW5Vt6zZw+SkpIQHx+Pr776ChqNBmPHjkVNTQ3q6uqE2CY8Dx8+RHV1NXQ6HVJTU1FQUIDExESMGzcOOp0OgYGByM3NxVdffYXw8HDs3bsXOp0OycnJGDduHKZOnYpTp04hICAAfn5+eP78OY4dO4b169ebDd39MsLDw5GZmYn+/fsjMjJSUkZzBAUFQa1W4/vvvwfQuC+6a9cuhIeH469//Susra2xf//+Zu9BRKirq0NtbS1qa2sl+69ZWVno1KkTfHx8RGHGgUavrzqdDv3798cHH3yA3bt349atW69QA0BxcTGuXLkCNzc3REdHY8+ePfD19UVUVBTS0tJaFFLczc0N3bp1w9WrVyXnsrKy0KFDB/Tr109yjncLfubMGVRXV6OgoADr1q3DkiVLsG/fPuTl5WH27NmSdM+fPxdcbD969AgREREYPXo0Dh8+DA8PDwQEBODZs2eoq6vDrFmzsHLlSmRmZmLKlCmYMWOGEL/mRYYNG4a+fftiwoQJOH78OHbv3m22zESEnJwcfPjhh8L+cE1NDR4/fozHjx8Lvih4MjMz0aFDB/j4+GDo0KFITExsvlJfYPHixdi2bRtGjhyJqKgonDhxAuXl5b/pHjxff/01OnbsiMrKSuTn54tinwBAYGAgrK2tcenSJZPpT5w4AaVSKYR10Ol0uHv3LoqKihAREYHLly9jxowZSE9Px9GjRyXpPT09MXXqVLzzzjsICQnB9u3bce3aNcl1W7ZsQdeuXTFw4ECMHj0aO3bsaLH7+aZ8//33uHjxIsaPHw8AmDRpEtatWwcfHx+EhYXh0KFD0Gg0zd5Dr9cjJycHs2bNQnh4OLKysszapPy3XLlyBfn5+ejatSvy8/Ph7e0tOi+Xy+Hj44Ps7GyT6S9dugStVmvWa2t2djaUSiWKi4uxceNGs/ZIBoNBmJ9qa2sl82xqaiqGDh0Kb29vjBkzBps2bQLQaNvw7bffIjw83KTtw9tvv43u3bsjPT0dEydOhKurK7y8vBAYGIitW7eiqKjopXVkiszMTISFheGDDz6ASqVqdvz+N+j1ehw4cACurq745ZdfMGDAAImNyIABA4Q5yhTJyckiu8Rnz57h3r17yM/Px7x58+Ds7Gw2ptcfhpZIKgkJCTR8+HByc3MjhUJB3bp1E9SQI0eOpJSUFOHae/fuUdu2bSkpKYnS09MlWoi33nqLvvzyS8rKyiJ3d3eRpuDgwYNkb29Pt2/fFo7xEvTEiRNp0KBBVFlZSeXl5VRSUkIymYzS09Oprq7OrA2Eh4eHye2YiIgIUXTW8+fP0+TJk6lnz56kUCjIzc1N8IBqThNCRNS9e3dKTEwkosaVWNu2bYWVY2RkJPXu3VtQ6xcWFtLNmzfp5s2b9PjxY0pOTiYApFaryd7enuzt7YVoqDzz5s0TIuQuX76cXFxcRJL77du36b333iNvb29q3749WVlZ0bvvvvvS0PYeHh40b948SkhIoA0bNpCLiwv16tVL8Fx54sQJGjt2LHXv3p2USiU5ODhQQkICcRxnVhNCRDRw4EDJvj1Ro52Mu7u72fycPn2arK2t6ciRI6RQKKioqEg4t3z5curWrRsRiTUhGzZsoK5duxIRkb+/v2jF+vPPPxMAysnJodTUVBozZgxVVFRQeXk5VVZW0ogRI0z2C51OR59++inZ29uTj48PdenShSoqKqiwsJA++eQTibbMYDCQk5OTaKU/f/58wVZGqVQKWhe9Xk8DBw4UbEzi4+Np4MCBJlfi5jQhRERpaWk0atQo6tGjB9nY2JCzszMlJia22EYrLy+P5syZQyqVihITE6mwsJAA0N27dyXXuru7S/b5b968SWFhYWRjYyPajszJyRHKDYBCQ0OJ4zjS6XT06NEjk3mprq6mJUuW0MCBA6lDhw4kl8tp0qRJwt68wWCg119/XfCAe+rUKbPal5dpQsLCwkRaFI7j6OjRozR+/Hjq27ev4F05Ojqa6urqTGpCTp48KXg2Lisro7Zt24oi6/L8N5qQiooKOnDgALm6upKvry/V19dTYGCg4PG4KZ999hm98cYbon5ZVlZGmzdvprZt29LMmTMlK+nCwkIKDQ0lW1tbiouLo4aGBrMaiNDQULK2thbmJ7VaLYqcXVlZSfb29pSWlkZEjRGJra2t6dGjR6TVakmtVtOpU6fMltXPz0/Q5Dx+/JgWL15Mfn5+5OzsTAqFgj777DOJNrk5TYjBYCAvLy+6d+8eEREtXLiQunfvbnKr8lU1IRzH0aVLl2jixInUpk0bOnXqFEVHR1NERITk2tLSUpNzZX5+PoWFhZFKpaLTp08Lx7ds2UJ2dnakUqkIAO3evfs35e33yG9y224wGKiwsJBGjx5N7du3J61WS15eXhJVW0BAAEVGRr5UCBk5cqTo3Pz58yWuy3kGDx5MVlZWIuMoACYngKYMGjSIpk+fLjk+depUk88yGo1UWFhIY8eOpfbt21NNTY1ZIeTZs2dka2srvGRiYmJo7NixdOfOHdJoNMKEefr0acrOziaFQiH8Fi1aRMnJyaRUKuny5ct09epVunr1Kv3888/C/X/99VdSqVR0/Phx0mg0lJubSzKZTOI6m6e2tpYOHjxItra2FBsb22y98AaEPj4+NHjwYFq6dCk9efJEch3HcXT//n2Kjo4W9tubE0Lc3d0FoawpO3bsIAcHB7NbR1u3bqVOnTpRWloa2dnZiWwwEhISyM3NTQgvb04Iaeo2/+HDhySTySgrK4uWLVsm6TtyuZyGDh0qycfmzZtJqVTS9evXSavV0siRIyk8PJwmTJhAQ4YMMfmi9/LyEhmvlpeX0/379yk/P5/kcjkdO3aMiBqNMPltBY1GQ2lpaaRQKIQJsynNCSE8HMfRvXv3aO7cuQTgpYbQRI0CnVwuJx8fH2G76s6dOySTySSu++vr68nJyUlYZGi1WgoPDxfCMWRlZYmu521Uqqqq6F//+hfJ5XKzfdUUWq2WvvnmG1Kr1cI2bl5eHsnlcsrNzSWNRkN3794lDw8PCg8Pl6RvTggpKCggd3f3Zm17KioqaPPmzWRhYUHnzp0zKYTMmDGD5s+fTxqNRrCz8fLyMimcvooQsm/fPnJxcSF7e3tau3atIEBMmjSJNmzYILn+o48+ol69ehFR49y1c+dOsrOzI1dXV8H9PE91dTXNnj2b5HI5DRgwgLKzs1+an9DQUAoLC6Nr164Jc1TT/vr111+Tu7u7MOf9+OOPZGVlRYcOHSKj0UhdunShLVu2mLy3Xq+n1157zeT5mpoaOnDgANnY2AihNHiaE0Kys7Opb9++dPfuXdJoNHTo0CECYNKo/1WEkLt379KECRMIAI0aNYoKCgqIiGjp0qU0Z84cyfXXr1+nAQMGCP8rKiooODhYaIPr16+LrtdqtcIY2rRpE/Xo0aPFefu98kqxY3788UcCQDdv3iQvLy/RKofjOHrzzTdpxYoVlJ6eLmmYP//5z4IQ8uJe+5IlS8jb29vkRO/v70/BwcF048YNysvLo7y8PLp+/brZ/T6eiIgI6t+/v2iS0Ol01KlTJ4l1e1P4lXRhYaFZISQmJob+9Kc/CdoDX19fydculpaWtHDhQqqvr6eHDx8Kv+fPn1NycnKzNiHLly8nS0tL0f0UCgUNGzas2VXvtGnTKDg4uNl68fDwEF6OLcFoNJKjoyMlJCSYFUJ4C/mmghTPgwcPSK1Wm3wpPXnyhDp37izEJnlRCNm9e3eLhJCme9EPHz4kuVxOWVlZtHHjRgoJCRH6Df9rqm3hmT59umBnQtT4JUTPnj3JwcHB7B40b6T84mry6dOnghDCcRz95S9/IZlMJrRlmzZtyNLSUmI3RdQyIYSnqKiILCwsRDF+TLFq1Srq168f5eTkiO5rMBiod+/eFBMTI7r+6NGjpFQqhZfOnDlzqH///nT27NkW2SH5+/uLVs0t5f3336fx48cTUeMXUAqFQjQGbGxsSK1WS75kMCeEcBxHY8eOFTSKL6NHjx509OhRiRBSWVlJTk5OpFQqhbwolUqysLAQXkY8ryKEpKSkkL29PcXHx0sWBDExMRJDZr1eT/369RPibU2fPp3atWtHhw4dkmhCnz59Sh4eHjR48GA6e/Zsi+yXiBqFnOZsQqZNmyYR8BUKBfn4+JDRaKSYmBjq3LmzSU3YF198Qba2ts3agQwaNIhmz54tOtacEDJnzhxRf2nTpg3JZDKTQutvFUKePHlCzs7OFBAQQJcvXxaNoX379lG/fv0k9ZqQkECBgYFE1Cjse3p60vDhw+ncuXMvbQOdTkevv/76K9n8/Z54qfOD2NhY5ObmCt++V1VVYfv27XBwcEDHjh3h6emJ1atXw2AwAAD+/e9/4+rVq/D394eTk5Pw/T/Hcdi9e7dJewGewMBAXLt2DQkJCeA4DnV1dThz5gwAoGvXrsjKykL79u3Rp08f9OzZEzKZDA4ODqiurjZrCzFr1iwhyqper4fBYMD+/fvx4MEDvPPOOwCA9evX48iRI8JeZ1VVFTZu3CiUkadpPIm9e/di3bp1WLhwIdRqNXQ6HR48eIDi4mKUlJSgpKQEpaWlWLZsGQ4fPgwAcHFxEX68fwFz3703NDRg7969mDFjBkpLS4V7pqSk4LvvvkN+fj7q6+sRHx8v7I8TES5evIhTp07B09MTdXV1ze6dkxl/BidOnEBKSorwvbpOp0NCQgIqKirQrVs3yfUGgwHnz59HSEgIpk6datKzaMeOHbF48WIsWbJEFDW5vLwcCxYswNOnT/+fucP29/fHhQsX8MYbb6BPnz7o3bs3ZDIZunbtKrnW3t4e9+/fF/bHVSoV2rVrB47jhPp4kZkzZ8JoNGLevHm4f/8+gMa6vXHjBgwGA4gIZWVlyM7Oxpo1a4T21Gg0WLlyJfbv398iGyQASE9Px/Hjx4W81NXVITk5GQDg6OgoxDp5kQcPHmDVqlVYt24dhg4dKvJBIJPJMGbMGOzcuRNlZWUAGn3mfPrppwgODoarqyu0Wi2ysrJw7Ngx+Pv7S/b49+7dK7JNKSsrQ0lJCVxcXKDX603arej1ekRHRwt75kSEoqIiZGRkCG2TmZmJlJQUof+XlJTg9u3bsLCwwJEjR1pUZyUlJbhw4QLCwsJEx0+ePInz588L9WUwGJCamori4mJRPB8e/nlFRUWivDg7OyMjI6NFeeF9TJhi06ZN2L59OyIiIuDo6Cg6N3PmTOTm5qK4uFjIa2xsLIqKijB//nzcuXMHhw8fxq5duzBlyhSRrxMA+O677/Do0SMcPnwY/v7+ItsFo9GIhw8fms1zc35NLl68iPT0dFH7ZGZm4vLly/jll18QGhqKqqoqfPTRRyK7smvXriEmJgZz586Fm5sbHjx4gEWLFuHRo0cgIhiNRly8eBGFhYVmI4W/SH19Pc6ePYs9e/YIedFoNIiNjcWRI0daZLtjNBpRUVFhcm5MSkpC586dkZqaCm9vb9EYGjVqFEpKSrB27VqhPxUXFwuxhoDG9q2ursZ//vMf+Pr6itqgtLQUW7duRVVVlXDs1q1b0Ov1f3h/Ic16FCIidOrUCREREXj27BkUCgVqa2vRq1cv5ObmQq1WY9myZZg2bRo8PDxgZWUlvKB9fX1BROjduzd69uwJuVwOT09PdO/eHQqFQghe1ZRBgwYhNTUVMTExiIuLQ319PYYPHw5/f39s2rQJSqUSQ4YMgZOTE7RaLUaMGIG4uDhs3boVO3bswK1btyQBq7y8vJCRkYG//e1v2LZtmxBs6+jRo5gwYQIAoHPnzti+fTsWLlwIlUqFmpoa9OzZE+fOnROC2xmNRnh5eQFoFBDc3NyQmpoqCDLx8fEYN26cxNFSZGQkDh8+jIyMDAQFBYnOyWQyiRMknpycHNTW1iI6OlrkzCsgIACenp5ISUlBZGQkfvjhB8TFxUGlUqG+vh6WlpaYPXs2Fi1ahM8//xyXL1/GN998I7m/SqUy27nVajVWrFiBqKgooT7at2+PtLQ0+Pn5Cc7R+vTpAyJCQ0MD2rVrh9WrV5s0IOVZtGgRLC0t4e3tLTz/+fPn8PX1RUFBAbp06YL09HSJkya5XC44qFKpVIKhlpWVlXBcqVSKymNhYSEE9fP29sa7776Lfv36wdHREdXV1XBxccHBgwcljtKWLVuGp0+fonfv3nB2dsazZ88wefJkvPfeewgKCsLJkyfRt29fURoXFxcUFBRg+fLlGDJkiOCkyM7ODrt27cKoUaPwz3/+Ex4eHvj4449FzrZmzZqFuLg47Ny5EwsWLBCOy2Qyk0Hv7OzssHTpUkRGRsLa2hrV1dXo3LkzTpw4AXd3d8yZMwevvfYali9fLkqn0WigVCqxYMEC0eTHp12zZg1cXV0xbNgwIajc5MmTsWzZMgBAfn4+qqurERgYKJqgiQgZGRl48uQJBg8eLASSfPr0KYKCghAVFYWkpCQkJSUhKytLlKeGhgbY2NhgxIgRUCgUqK+vB8dxCAkJwdKlS1FZWYmKigoEBARIHI4FBwcjNTUV4eHhwkuSH09N+4Fer8cnn3yCHTt2SMamnZ0dFi5ciPLycqHMtra2iIuLw7BhwwBACIZZVVWFDRs2ICoqSnKfzz//HCtXrsTMmTNF/cmUQ7dt27YhLS0N586dEx3X6/UoLS3F6tWrsXbtWlH9rlmzBkFBQYiPj8fbb78NlUoFnU4HZ2dnnD59Gp6ensjIyIBKpcKKFSuwcuVKUfrY2FgUFxdDoVBg3LhxovazsLDA+vXrMWHCBOTl5UkWGTY2NpK65/nhhx/QpUsXjBgxQrSYcnJywpAhQ3Ds2DFERUWhoKAAa9aswYABA2BnZwciAsdx2Llzp2AMzXEcqqurMXToUMjlchARLCwssGrVKsydO1f0XEtLS0k7A8DOnTthY2ODyZMni94DH3/8MZKSkrBlyxahPwONH17Y2tqK8n7mzBkEBQXhp59+goeHh+j+N2/eRFlZGd566y3RcRcXF6Snp+P06dOIiorCgQMHhECSISEhCA0NBdAo2Ot0OgwZMkTUBsHBwXj//fdx5coV/OMf/4CVlZUQbHXlypUtdpT4e6VFbtvp/3zBwXGcZLLn4SN1vtioQONqzcLCQoh2yafnOM6sZ8WamhpYW1tLBjEfddfa2lp4GRERDAbDSz0A6nQ6cBxnNjqpXq9HfX29pIwcx8FgMAjlkslkko7Bl8tUh+HTmopyazQaf7PnSaPRCI7jhHR8nfCROvl8fvnllygrK0NsbKzJsprLLw+/qlYqlaI88vXNY2lp+ZukdT4SLxFBrVZL6vrFOml6rGm+mx43GAyQyWRC2fk8Ni0jH5W4ad8xh16vh06ng0KhECZhnU5ndkJumtfa2lohGjSfH71eb7ae9Ho9LCwsRG3dXN/g89LQ0CCJ3LxlyxY4OjoiJCREki/+OS/StC4MBgN0Op3JMWAuvUKhELwJ8xodpVIp1Ht+fu/4nWIAAAIkSURBVD4SExPxxRdfmCyL0WiEVquFXC6HjY2N8AyO48zOEfyY5J8NNLa5Xq8XHdNqtbhx4wYGDRpk8tlAY7/Q6XSSyNjA/203CwsLGAwGyOVyk2OmoaFBcs7UGOO/9jJVF6Y0WEQEhUIh3IOIRP2raX2Yah8+Pa9dMMWvv/6KoKAgXLhwQVL+5rx3vuzci/MXP+6BxoWOqXrk3zUAzM7TptoZaH6M8RpJc/MKz61bt+Dn54fCwkKJl21eo2+KpmOIjyDepk0bSX8w9bq1tLQU6onfAeDfl390AQRgsWP+0Gzbtg0zZsxo1sU8448DEWHevHnYtGmTSS1Ka7F27VoMHjwYfn5+rZ2VVmffvn0YP368ye2e1uLYsWMAIHy6/L+Z48ePo7y8HB9++GFrZ+V/DUwIYTAYDAaD0Sr88XU9DAaDwWAw/r+ECSEMBoPBYDBaBSaEMBgMBoPBaBUkZuc//fRTa+SDwWAwGAzG75Q333zzldIxw1QGg8FgMBitAtuOYTAYDAaD0SowIYTBYDAYDEarwIQQBoPBYDAYrQITQhgMBoPBYLQKTAhhMBgMBoPRKjAhhMFgMBgMRqvAhBAGg8FgMBitAhNCGAwGg8FgtApMCGEwGAwGg9EqMCGEwWAwGAxGq8CEEAaDwWAwGK0CE0IYDAaDwWC0CkwIYTAYDAaD0SowIYTBYDAYDEarwIQQBoPBYDAYrQITQhgMBoPBYLQK/wNzH1jG7eEpcgAAAABJRU5ErkJggg==)
For each crop, the three bars present the share of Mexican consumption accounted for by imports. The light blue bar offers a pre-NAFTA baseline for the average import-dependence for the three-year period 1990-2. The dark blue bar is for 2006-8, after NAFTA liberalization and a nine-year period of U.S. dumping, with the red bar presenting the most recent data available for 2019-21. In nearly every case, there has been a steady and significant rise in import-dependence. Given their relative importance in Mexican agriculture and diets, corn and wheat are of particular concern. Prior to NAFTA, Mexico was nearly self-sufficient in corn, importing just 7% of its needs. That rose to 30% in 2006-8 under the deluge of cheap imports, and it now stands at 38%. Wheat production has fared even worse, with import dependence rising from 18% before NAFTA to 66% now. Mexico now imports 48% of its grain and oilseed consumption, with just 52% produced in Mexico.3
The Mexican government is now seeking to reverse these trends. The government of Andrés Manuel López Obrador came into office in 2018 with a sweeping mandate to reverse decades of pro-free-trade policies and rural neglect.
"We are going to produce in Mexico what we consume,” promised López Obrador during his campaign. “We are in a tremendous crisis because we depend on foreigners for what we consume. There is no food sovereignty."
Through a coordinated set of policies, the government has set out to increase food self-sufficiency in five priority foods: corn, wheat, rice, beans and dairy. All the measures are consistent with existing trade agreements, which limit the use of protective tariffs, the most common measure used historically to increase domestic production while shielding domestic producers from international competition. Those programs include:
- Producción para el Bienestar, roughly translated as “Production for Well-Being” — The López Obrador government has shifted its agricultural subsidy programs to favor small and medium-scale farmers, increasing access to technical assistance and inputs, including fertilizers. The government is using some of the programs to promote a transition to agroecological practices.
- Sembrando Vida (Sowing Life) — An agroforestry initiative subsidizing the widespread planting of trees on small-scale farms to improve soil fertility, slow erosion, increase soil carbon sequestration and increase staple-crop production.
- Precios de Garantía (Support Prices) — Has the goal of providing small and medium-scale producers of priority food crops with remunerative prices to incentivize local production, with public procurement providing healthier local foods to schools, hospitals and other public institutions.
The purpose of this report is to assess how U.S. agricultural dumping of cheap exports has contributed to Mexico’s loss of food self-sufficiency. We focus on the most recent period of agricultural dumping, from 2014 to 2020, when key U.S. crops were exported at below what it cost to produce them. This updates a 2009 Tufts University study of the first post-NAFTA wave of dumping, from 1997-2005.4 Though international prices are now high, thanks to pandemic disruptions and the Russia-Ukraine war, they are likely to return to low levels.5 Further agricultural dumping could again undermine Mexico’s efforts to stimulate domestic production of its priority food crops.
Import dependence and U.S. dumping
Mexico’s rising levels of import dependence are closely related to the flood of cheap imports from the U.S. since NAFTA. Cheap imported crops and animal products can displace domestically produced goods. Even when they don’t, they put downward pressure on local prices, making it harder for domestic producers to earn a living from their farms while reducing incentives to produce.
That is aggravated by agricultural dumping, when crops and products are exported at below what it cost to produce them. High farm subsidies have been blamed for U.S. agricultural dumping, but the causes are more complex. Industrialized agriculture, if left unregulated, has a natural tendency toward overproduction. Chronic overproduction, in turn, pushes down prices as supply outstrips demand. Subsidies make up some losses for some farmers, but prices remain low. When export prices fall below the costs of production (allowing for transport and handling costs), that is considered an unfair trade practice known as dumping. (See Appendix 2 for more on U.S. agricultural dumping.)
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)
IATP has documented U.S. dumping of key agricultural commodities since 1998.6 After the 1996 Farm Bill dismantled the last vestiges of U.S. government policies designed to boost prices by limiting overproduction, U.S. dumping of key commodity crops became more commonplace. By IATP calculations, from 1997-2005 corn, soybeans, wheat, cotton and rice were exported at prices between 12% and 38% below production costs.7 IATP refers to these as “dumping margins.” After a brief period of higher prices following the 2007-8 food crisis, U.S. dumping resumed in 2014. Between 2014 and 2020, dumping margins for those same crops were between 5% and 28%. Only the disruptions of the pandemic and the Russia-Ukraine war pushed prices above production costs since 2021. (See text box on our methodology.)
That first period of agricultural dumping cost Mexico dearly. As Wise documented in his 2009 study, the post-NAFTA surge in exports made Mexico particularly vulnerable as U.S. export prices depressed domestic prices.8 The result was rising import dependence and weakened domestic production in most crops. As Table 1 shows, domestic production declined for four of those five dumped crops, with only corn production showing surprising resilience.
The table shows: the rise in U.S. exports from before NAFTA to 2006-8 (using three-year averages to account for annual variations); the average dumping margins for the nine-year period; the drop in real producer prices from before NAFTA to 2005; the impact on domestic production from before NAFTA to 2006-8; and the “dumping losses” incurred by Mexican farmers. This is the lost value of Mexican farmers’ crops attributable to, for example, the 19% dumping margin for corn, which depressed domestic prices by a commensurate amount. Over nine years, corn farmers are estimated to have lost $6.6 billion to dumping. Wheat farmers also suffered large losses of more than $2 billion.
That earlier study included meats because they showed dramatic increases in U.S. exports, more than 700% for pork. IATP has not calculated dumping margins for animal products due to the technical difficulties of assembling reliable data. Wise’s 2009 study estimated one portion of dumping: the extent to which beef, pork and poultry prices were lowered by their access to below-cost corn and soybeans, the key ingredients in feed which account for the largest operating costs for factory farms. He estimated dumping margins just from below-cost feed at 5-10% for pork, poultry and beef. As with the commodity crops, U.S. exports pushed down producer prices in Mexico and producers there saw $3 billion in lost value due to below-cost feed used to produce those meat imports.
A note on data and methodology
The methodologies and data sources used in this report are presented in detail in Appendix 1. Data are primarily from U.S. and Mexican government sources, as detailed in the appendix. To provide some clarity, we note the most important elements of the methodology and terminology here:
Time periods — For the growth in U.S. exports and trends in Mexican production, we use three-year averages to smooth annual variations, reporting two periods:
- Pre-NAFTA baseline of 1990-2, prior to NAFTA’s implementation in 1994, through 2006-8, after the 1997-2005 period of U.S. dumping had its impacts.
- From 2006-8 through 2018-20, to capture more recent trends through the end of the 2014-20 period of dumping, and prior to the disruptions of the pandemic and the Russia-Ukraine war.
For Mexican producer price trends, adjusting for inflation, we estimate the change in prices from before NAFTA, 1990-2, to the end of the first dumping period in 2005. This measures the real price impacts on Mexican producers from the post-NAFTA surge in exports, often at dumping prices. We then use three-year averages to estimate producer-price trends from 2003-5 to 2018-20, the end of the most recent period of dumping. The goal is to assess whether producer prices recovered or if they continued to fall from previous low levels.
Dumping margins are presented as averages for the two periods, 1997-2005 and 2014-2020, for the crops on which IATP got data. Those are both periods, interrupted by the 2007-8 food price spikes and the 2011 drought, when export prices were below the full costs of production, defined as average farmer costs of production plus transportation, marketing and government-funded input subsidies. The dumping margin is the percentage by which export prices are below full production costs, one method recognized in international trade. (See Appendix 2 for more on agricultural dumping.)
Farmer losses to U.S. dumping — We assume that producer prices in Mexico are reduced by the percentage of the dumping margin for the years in which dumping took place, a reasonable assumption since the Organisation for Economic Cooperation and Development (OECD) considers U.S. prices for these crops to be the “reference prices” in Mexico.31 We apply that to the volume of Mexican production for each crop in those years to estimate the lost value from dumping-related price suppression, e.g., that Mexican corn farmers’ crop would have been worth $3.8 billion more between 2014 and 2020 if U.S. corn exports had not been 10% below the costs of production.
Please see Appendix 1 for more detail and links to data sources.
U.S. agricultural dumping on Mexico 2014-20
In this report, we assess how the more recent seven-year period of dumping impacted Mexican food production and farmers. The goal is to document not simply the impacts of dumping but the key import, price and production trends for the five food products the Mexican government has prioritized in its effort to improve self-sufficiency: corn, wheat, rice, beans and dairy.
Table 2 shows the main trends since 1990 for those priority food crops, as well as meats.
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)
The table shows:
- The growth in U.S. exports in two periods, from 1990-2 to 2006-8 and 2006-8 to 2018-20. The first period saw an explosion in exports following NAFTA. The second saw continued export growth for most products but at a slower pace.
- The impacts on real producer prices in Mexico for two periods: from before NAFTA to 2005, the end of the first period of dumping; and from 2003-5 to 2018-20, which includes the second dumping period 2014-20, to assess whether producer prices continued their decline or recovered. After producer prices plummeted 48%-68% in real terms immediately following NAFTA, farm prices in Mexico subsequently recovered a small share of that lost value for most food products.
- The impacts of each of the two export periods on Mexican production. For wheat and rice, production dropped due to low prices and import competition in the period immediately following NAFTA. Corn was the notable exception with production expanding 52%. Meat production continued to grow despite lower prices. In the second dumping period, crop production grew but relatively slowly, with the exception beans and wheat, which saw continued production declines.
Between 2014 and 2020, the U.S. was exporting key staples at prices below what it cost to produce them. IATP does not calculate dumping margins for beans, dairy or animal products, so we only report “losses to dumping” for corn, wheat and rice.
Table 3 shows how dumping slowed domestic production and cost Mexican producers. Overall, the data show that U.S. exports have continued to rise for most crops and products since 2006-8, though not as much as immediately after NAFTA. Dairy, pork and poultry exports continued to grow significantly. Dumping margins are slightly lower, but significant. Producer prices for most products recovered somewhat from their 2005 lows, though real prices still fell for dairy, pork and poultry. Domestic production rose for most products, but not dramatically, and it fell for wheat and beans. Dumping losses were significant for corn and wheat, totaling nearly $6 billion over the seven-year period.
A brief analysis of each of the priority crops follows, drawing primarily on U.S. and Mexican government data.
Corn: U.S. dumping impedes self-sufficiency efforts
Corn is far and away Mexico’s most important food crop, and corn for animal feed is the country’s most expensive agricultural import. So, it is the top priority in government efforts to increase domestic production and reduce dependence on imports. The data illustrate how dumped U.S. corn exports have contributed to those problems. As Figure 2 shows, the U.S. has been exporting corn at below production costs since 1990, except during the seven-year period from 2007-13 and in the last two years 2021-2. (For years in which export prices are above production costs, the dumping margin is zero in the graph.) During the recent wave of dumping from 2014-20, dumping margins averaged 10%. Despite downward price pressure due to rising U.S. exports at dumping-level prices, Mexico has remained largely self-sufficient in white and native corn used for direct human consumption. Its import dependence is overwhelming in yellow corn for animal feed and industrial uses. Nearly all the imported corn is genetically modified, which has been a source of controversy in Mexico.9
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)
The long-term trends are evident in Figure 3, which shows:
- A slow rise in domestic production, represented by the red area in the graph (measured on the left axis). This has left Mexico largely self-sufficient in white corn and native corn, the key ingredients in tortillas and many other corn-based foods.
- A faster rise in imports from the U.S. (in orange, on top of Mexican production), which have grown to represent 38% of total corn consumption. Most U.S. exports are yellow corn used as feed and in processed foods. Mexico’s import-dependence in corn is largely driven by the rising demand for yellow feed corn.
- Producer prices, adjusted for inflation (the green line measure on the right axis), fell dramatically through 2005 under downward pressure from imports, and after a brief rise following the 2007-8 food crisis, they again fell, partly due to pressure from U.S. dumping.
- We estimate the losses to Mexican corn producers from lower prices depressed by U.S. dumping to be $3.8 billion between 2014 and 2020.
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)
Mexico’s corn production illustrates the ways in which prices can influence production. Rising prices in 2007-8 provided incentives that increased domestic corn production nearly 20% from 2005-8. The growth in imports slowed as domestic production increased. The generalized, if erratic, upward production trend stopped in 2016 when international prices and U.S. dumping eliminated those incentives to produce. Low or falling prices are directly related to the surges in corn imports from 1997 to 2006 and again from 2014 to 2018.
Remarkably, the precipitous drop in producer prices following the NAFTA-fueled surge in imports did not produce the decline in production seen for other crops. This may well have been because U.S. yellow corn exports were not a ready substitute for the white and native corn varieties used in most Mexican food preparations. Demand for white and native corn continued to grow, which seems to have sustained Mexican corn production despite punishingly low prices paid to farmers.10
U.S. white corn exports have been rising since 2005, though they still represent only about 4% of U.S. exports to Mexico (see Figure 4). It is unclear what portion of this is genetically modified (GM) corn — the U.S. government does not track such data — nor what portion, if any, is imported for use in tortillas and other foods made from minimally processed corn. Mexico’s revised February 2023 restrictions on GM corn apply not to imports but to use in this segment of the market largely supplied by Mexican production.11
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)
While the decline in white corn imports in 2022 suggests some progress in reducing import-dependence, national-level data through 2022 show few signs that the government’s new policies have stimulated a significant increase in corn production. A 2012 study showed that Mexico has the potential to restore much of its self-sufficiency with the right mix of government policies.12 According to a recent presentation by Victor Suárez, Mexico’s Undersecretary of Agriculture for Food Self-Sufficiency, the government is serious about replacing yellow corn imports by increasing domestic production and developing non-corn sources of animal feed.13 The government is carrying out a detailed evaluation of the impacts of its programs, and results are expected later this year.
Wheat: Mexico loses production capacity under dumping
Wheat is a far less important staple than corn in Mexico, but it is probably the basic grain most dramatically impacted by agricultural dumping following NAFTA. Recall from the tables earlier that in the first 12 years following NAFTA, Mexico saw a 600% increase in U.S. exports with average dumping margins (1997-2005) of 36%. That drove down producer prices 60% in real terms, which in turn resulted in a 5% decline in domestic production. That situation has not improved, according to more recent data. Since 2008, imports had grown an additional 26% by 2020. Prices recovered almost half their lost value, rising 34%, but dumping margins of 27% from 2014 to 2020 contributed to a further decline in domestic production of 16%. Unlike corn, with distinct white and yellow varieties, wheat imports are direct substitutes for domestic varieties. In most recent years, Mexico has imported more wheat than it has grown — the orange section in the graph rising faster than the red, with consumption of wheat-based products increasing with changing diets. We estimate that U.S. dumping cost Mexican wheat producers $2.1 billion in lost value from lower prices from 2014 to 2020 (Figure 5).
Production data for 2021 and 2022 show increases, a hopeful sign that government programs to support wheat production are beginning to show results.
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)
Rice: High import-dependency difficult to reverse
Rice is not as central a staple grain, though its consumption has been increasing in Mexico. Even before NAFTA, the majority of rice came from imports. That share has since jumped from 60% to 80%. It is easy to see why. U.S. rice exports surged more than 500% after NAFTA, with prices 16% below production costs. Mexican rice farmers saw prices fall 55% leading to a drop in domestic production of 25%. Since 2008, exports slowed and prices recovered some of their lost value, rising 27%. Dumping margins from 2014-20 averaged 5%, and Mexico registered a 4% drop in domestic production. Of Mexico’s priority crops for reducing import dependency, rice is the one that will likely be the most difficult to recover.
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)
Beans: Struggling to meet domestic demand
Dry beans are a crucial staple in the Mexican diet, traditionally accompanying corn both on plates and in the fields. With squash, beans represented one of the two other components of Mesoamerica’s remarkable “three sisters,” intercropped with corn to both sustain soil fertility and provide most components of a nutritious diet. Dry beans have not been included in most commodity support programs in U.S. farm bills, and the U.S. has not been a major exporter. Mexico has remained largely self-sufficient in bean production. That said, the Mexican government is concerned about rising import levels (the orange section at the bottom of this graph), which now regularly surpass 10% of domestic consumption.
Production increases in two of the last three years may be an encouraging sign that government programs are stimulating higher levels of bean production.
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)
Dairy: Big U.S. farms flood the market
Dairy consumption has been rising steadily in Mexico, and the country’s production capacity has not been able to keep up. Imports now represent 28% of domestic consumption. NAFTA shifted the source of Mexico’s dairy imports, which were significant prior to NAFTA, from New Zealand and Europe to the U.S. Now more than 90% of Mexican dairy imports come from the U.S. Here we focus on import dependency on the U.S., which has grown from 4% to 26%. U.S. dairy exports to Mexico grew more than 450% in the 12 years following NAFTA and another 239% since 2008.14 Mexican producer prices plummeted by half with the flood of cheap U.S. dairy, and that trend continued with another 10% drop since 2005. This has made it very challenging for Mexican producers to compete, and it has made the new administration’s efforts to boost domestic production difficult.
Mexico is largely self-sufficient in liquid milk, which is perishable and not easily shipped long distances. Mexican production has roughly doubled in the last 30 years, despite low prices, with rising consumption sustaining demand for liquid milk. Imports come mainly in the form of non-fat dry milk, which is used in a growing variety of processed foods, such as pizza. The U.S. also exports cheese and small amounts of butter to Mexico. Non-fat dry milk is inexpensive, in part due to overproduction in the U.S. and the availability of inexpensive feed, made from corn and soybeans, which factory farms rely on for large-scale dairy production. With such low prices, Mexican farmers face many of the same economic pressures as Wisconsin family dairy farmers, who have struggled to survive in recent years with prices driven down by factory farm overproduction.15
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)
Meat and eggs
As with dairy, consumption of other animal products has been rising as Mexican diets become more diverse with rising incomes for some. Dairy and eggs have become two of the most important sources of animal protein in the Mexican diet, followed by poultry, pork and beef. NAFTA’s integration has led to a great deal of cross-border investment and production, making it difficult to fully account for U.S. or Mexican levels of production, exports and imports. That said, the trends are toward rising levels of Mexican production to meet rising consumer demand, with imports rising even faster. Because much of the growth in production is from factory farms, meat production is the largest driver of demand for yellow corn, which in turn feeds import dependency in that key product.
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)
- U.S. pork exports increased more than 700% in the 12 years after NAFTA, and they jumped another 180% since then. Producer prices in Mexico fell more than 60% over that time frame. Still, Mexico-based production nearly doubled, some of that production coming from U.S. firms taking over slaughterhouses. U.S.-based Smithfield became Mexico’s largest pork producer. It has since been bought by a Chinese firm. Overall, Mexico’s import dependency has soared from less than 5% before NAFTA to more than 25% today.
- The story is similar in poultry. Since NAFTA, U.S. exports have increased more than 500% and producer prices have continued to fall to less than half their pre-NAFTA levels. Despite the price pressure, Mexico-based poultry production has grown by nearly 300%. Still, import dependency has grown from 6% to 23% since NAFTA.
- In beef, Mexican production has more recently kept pace with consumption, which has risen more slowly than it has for more inexpensive poultry and pork. In the 12 years after NAFTA took effect, U.S. beef exports jumped nearly 300%, pushing import dependency to over 20%. Producer prices in Mexico fell almost 50%. In the last 12 years, imports of finished beef from the U.S. have been relatively stable. Over the entire post-NAFTA period, Mexico-based production has grown by about 70%, and import dependence has stabilized at about 9%. Because there is so much cross-border trade in the production process, including in live animals, it is difficult to interpret the data.
- Mexicans have the highest per capita egg consumption in the world, with table eggs serving as the population’s most important source of protein. A very small share of eggs is imported. Egg production has roughly tripled since NAFTA took effect, leaving Mexico with one key protein source that is produced overwhelmingly by Mexican producers.16
The dual curse of import dependency
The Mexican government is right to be concerned about import dependency, particularly when the vast majority of those imports come from a trading partner with a pattern of dumping. Import dependency increases vulnerability to low international prices and dumping. The larger the share of domestic consumption that comes from imports the greater the influence of those imports on domestic prices. Cheap imports drive down prices and undercut domestic producers. As some go out of business or lose market share, import dependency rises still further, as we can see for all five of Mexico’s priority food self-sufficiency crops.
As Figure 10 shows, when international prices rise, as they did in 2007-8 and 2011-13, that higher level of imports costs far more. The graph shows corn dumping margins (measured on the left axis) and the real cost of corn imports from the U.S. (in 2020 U.S. dollars on the right axis). As the line on inflation-adjusted import costs shows, costs rise steadily as imports increase in years when dumping is driving down prices. Then when international prices jump, the costs of corn import dependency rise dramatically. Since prices spiked in 2021 with the disruption of the pandemic and the Russia-Ukraine war, Mexico’s import bill for corn reached nearly $5 billion per year, double the cost just five years earlier.
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)
According to Mexican government figures, from 2000 to 2021 Mexico’s costs of importing corn, wheat, beans and rice jumped sevenfold in nominal terms, from $979 million to $7.2 billion.
The Mexican government’s commitment to greater self-sufficiency in corn, beans and other staple crops is part of a broader commitment to improve public health and the environment. With the greater integration of North American markets, Mexico has seen a rapid rise in diet-related illnesses associate with what has been dubbed “the neoliberal diet,” based on rising consumption of processed and ultra-processed foods.17,18 The U.S. is seen to be “exporting obesity” and other non-communicable health issues. Mexico surpassed the U.S. recently in childhood obesity rates.19
Unlike the U.S., Mexico retains many of its Indigenous food traditions, which feature the remarkable “three sisters” cultivation of corn, beans and squash, Mexico’s treasured milpa. That Mesoamerican creation sustained soils without depleting nutrients while sustaining growing human populations with a remarkably balanced diet. Many small-scale farmers, many of them from Indigenous groups, continue milpa farming in various forms despite intense pressure to grow monocultures using commercial seeds and Green Revolution technologies.
One of the goals of the López Obrador administration’s campaign for greater food self-sufficiency is to stop importing obesity and to restore some of that eroded environmental sustainability and dietary health. The government has already instituted a labeling regimen for foods high in salt, fat and sugars, and a proposed health law seeks to ban the use of highly toxic pesticides.20 Government decrees have also banned the cultivation of genetically modified corn to protect native corn from genetic contamination, phased out glyphosate-based herbicides, and banned the use of genetically modified corn in tortillas and other corn-based foods.21
Mexico’s new programs to reduce import dependency
With its food self-sufficiency initiatives, the López Obrador government has made a firm commitment to addressing the country’s rising import dependence, focusing on five key staple foods: corn, wheat, beans, rice and dairy. As Figure 11 shows, Mexico has seen continued erosion of its levels of self-provisioning in each of those foods. The new programs, introduced soon after the new administration took office in late 2018, seek to reinvest in the productive capacity of farmers with an emphasis on small and medium-scale producers, particularly formerly marginalized Indigenous farmers, and with an eye not only to productivity but also to poverty reduction, improved nutrition and environmental sustainability.
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)
To date, national-level data have yet to reflect significant progress in increasing domestic production. This should not be surprising for several reasons:
- The first two years of the administration saw dumping-level prices on U.S. exports to Mexico. It is very difficult to stimulate domestic production when farm prices are depressed by unfair trade. Higher farm prices since 2021 have been more favorable to such initiatives.
- The pandemic disrupted lives and markets one year after the administration took office. It is difficult to assess how that hampered the roll-out of new programs, but it certainly slowed the pace of change.
- In agriculture, the new administration faced the task of reversing 30 years of neglect on the part of neoliberal governments, reinforced by a free trade agreement that devastated rural communities. In many ways, the López Obrador administration has had to rebuild the basic infrastructure for rural Mexico.
Following is a brief report on the main self-sufficiency programs, their reach and, to the extent data is available, their impacts to date on increasing Mexico’s food self-sufficiency in those five priority foods.
Production for Wellbeing (Producción para el Bienestar, or PpB) grants direct support to small and medium-scale producers of corn, beans, wheat, rice, other grains, amaranth and chia, as well as coffee, sugar cane, cocoa, cactus and honey. While the payments are not conditioned on productivity, they are based on land under cultivation. The goal is to give producers the liquidity to invest in productive activities, such as purchasing inputs, hiring labor and renting machinery and equipment.22
The program represents a significant shift in the government’s main farm subsidy program with its exclusive focus on farmers with fewer than 50 acres in rainfed land or 12.5 acres of irrigated land. Previous programs, Procampo and Proagro, supported farms with up to 250 acres with per-acre subsidies of up to $40/acre. The vast majority of support ended up in the hands of large-scale commercial producers. Under PpB, support goes only to small and medium-sized farms with annual payments of $300-1,200 per farm, with the expanded inclusion of smaller-scale growers and those in Indigenous regions. Roughly 2 million farmers are now enrolled in the program, and the budget for 2023 has been increased to allow for further expansion. The program also provides easier access to credit for beneficiaries.
PpB beneficiaries are also eligible for distributions of free fertilizer, an initiative that will expand dramatically in 2023 to reach between 1.5 and 2 million maize, bean, wheat and rice producers. As with many developing countries, the rise in energy and fertilizer prices with the Russia-Ukraine war has hit Mexican producers hard. The current program is drawing on Mexico’s controversial reinvestment in the state-run PEMEX oil company. Part of that investment includes the resurrection of Mexico’s domestic fertilizer industry, which was largely abandoned under previous governments. By the end of 2024, Mexico hopes to be producing all of the fertilizer it needs for government programs, an aspect of self-sufficiency that should not be overlooked.23
While investment in fossil-fuel-based inputs would seem to fly in the face of commitments to agroecology and sustainable agriculture, the government has dramatically expanded the provision of “Technical Accompaniment” to producers with a new focus on sustainable input use as part of a transition to agroecology. This is not a small initiative. In addition to training thousands of agronomists in ecological agriculture, the government now operates more than 4,000 “field schools” with local farmers and technical advisors promoting a transition to agroecological farming.24
The early results have been encouraging and bode well for increasing productivity while promoting sustainability. For a sample of producers involved since 2019, there has been a marked decrease in the use of toxic chemicals such as glyphosate and a 20-25% increase in the use of “bio-inputs,” including bio-fertilizers, many of which are being produced using local materials. Producers have seen decreases in production costs of up to 45% for corn and bean farmers. Even with the lowered use of inputs, farmers in the field school programs saw 25-35% increases in corn yields in the first two years of the initiative, and even higher yield increases for beans.25
The challenge now is to expand the reach of such programs to more farmers, including some of the larger producers not now included in the PpB’s efforts. Government officials express confidence that production will increase significantly in 2023 with continued high crop prices, expanded fertilizer access, and increases in the budget and reach of PpB. The additional challenge, of course, is to address concerns raised by farmer organizations and local authorities that such programs could be more effective if they worked more closely with local organizations.26
Planting Life (Sembrando Vida) promotes agroforestry among small-scale marginalized producers by subsidizing and supporting the planting of trees for timber and cash crops as a means of increasing soil fertility, carbon sequestration and food crop productivity. Building on years of pilot programs, it offers tree seedlings, technical assistance and generous multi-year subsidies to support farmers’ investment in the years it takes to grow such trees.
While the program is not yet national in scope, with its initial focus on marginalized communities in the southern part of the country, it is ambitious. By the end of this year, the government hopes to have nearly half a million farmers enrolled, with some 1.4 million trees planted on more than 2.5 million acres of farmland. In addition to addressing poverty through initial cash payments and long-term sources of cash from trees, such agroforestry schemes have been shown to reduce soil erosion and increase natural soil fertility, reducing the need for synthetic fertilizers.27 It remains to be seen if this program will have such positive impacts.
There is little data on the additional food production that might come from such a long-range productivity investment, but government officials are optimistic that the country will start to see rising yields of priority food crops from improved soils. Earlier pilot programs run by Mexico’s national agricultural research institute, INIFAP, showed a doubling of corn yields on small-scale farms, a more than twofold increase in carbon sequestered in the soil and rising incomes for farmers.28
Price Supports (Precios de Garantia) seeks to address directly the challenges posed by dumping and by generally low or volatile prices for basic food crops. The program sets a guaranteed minimum price for corn, beans, wheat, rice and milk for an initial portion of small and medium-scale producers’ crops. For small-scale producers of corn and beans, the government directly purchases, stores and distributes the farmers crops at prices 30-40% higher than market prices. The government also procures from farmers with fewer than 35 dairy cows an initial quantity at a guaranteed price. For medium-sized producers, who are generally producing for the commercial market, the government will generally guarantee purchase prices of higher volumes of production at slightly lower prices, which are still well above market prices. Rather than purchase the crops, the government covers the cost of financial instruments that guarantee prices for producers.29
The goal of the program is to stimulate production from small and medium-scale producers by offering them a remunerative price, in advance, for their crops. This both addresses the unfair competition from dumped imports and provides investment security against volatile commodity prices. As such, it is the one government program that directly addresses dumping by offering Mexican farmers domestic prices that are profitable. That guarantee should increase investment and generate rising production of priority food crops.
Early evaluations have been mixed. Small-scale corn and bean farmers benefited, showing significant increases in production with guaranteed price, and improvements in economic welfare as a result. But the overall impact on production was small because small-scale farmers are dispersed, many produce for subsistence, not the market, and government infrastructure for storage of purchased crops was lacking.
Price support programs for medium-scale commercial producers were more encouraging. Guaranteed wheat prices in 2019, for example, were 41% above market prices, which were depressed by U.S. dumping. The government got participation from 21% of wheat farmers, accounting for an impressive 55% of national production, and wheat production from those farmers increased 30%. Dairy price supports reached 44% of eligible farmers, but the data is unclear as to the overall impact on milk production.30
Overall results for the Price Support Program are less clear because it faced several obstacles, some of its own making. Previous governments had largely dismantled the infrastructure for purchase, storing and distributing procured crops, and the capacity was lacking to handle all the purchases initially envisioned. The government purchased 800 warehouses closer to farmers to increase that capacity. But the government also suffered a corruption scandal within Segalmex, the entity carrying out the purchasing.
Such a Price Support Program shows promise for increasing the incentives for farmers to increase production of priority food crops. Such programs can be particularly effective during periods of U.S. dumping and low prices if producers can plant their crops knowing they can get a good price.
Conclusion: Swimming against the tide
Through 2022 there is only limited evidence of increases in domestic production in the five priority foods. It would perhaps be surprising to see gains in the first years of the programs given the disruptions of the pandemic and the need to rebuild the infrastructure for such programs after three decades of neoliberal policies. In recent years, wheat has shown some encouraging growth. Corn and bean production have yet to show signs of dynamism at a national level. Dairy has maintained slow, steady growth but without any boom in production strong enough to reduce import demand. Rice production remains relatively low with consumption heavily supported by imports.
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)
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)
U.S. dumping after NAFTA and more recently from 2014 to 2020 has made it even more difficult to stimulate domestic production. Low import prices make it hard for producers to compete; they also discourage investment, the key to expanding productivity. As we showed, corn, wheat and rice came into Mexico in those years at prices significantly below what it cost to produce them in the U.S. Dumping margins of 10% for corn and 27% for wheat resulted in losses of $3.8 billion and $2.1 billion on the value of Mexican farmers’ crops from 2014 to 2020, with smaller losses for rice. Under such conditions, it is difficult to persuade farmers to increase investment and expand production. Only in the last two years have crop prices been favorable to Mexican government efforts to increase production of priority food crops.
Strong domestic demand for those crops can serve as an important stimulus to producers, a prerequisite for the kind of rural revitalization the López Obrador administration is advocating. Up to now, U.S. exporters have been capturing those growing markets.
NAFTA and its successor agreement, the U.S.-Mexico-Canada Agreement (USMCA), outlaw most of the policy measures governments have traditionally used to stimulate domestic production. Protective tariffs have been the most common instrument, shielding domestic producers from international competition by raising the price of imports through border taxes. Such measures can be particularly important and effective when a country experiences a surge in imports, as Mexico did after NAFTA, and when some of those products are sold at dumping-level prices. NAFTA and the USMCA exclude most such measures among the three trading partners, and previous Mexican governments have declined to make active use of what measures remain.
One of the lessons from this study is that developing countries should be very wary of signing trade agreements like the USMCA that so severely constrain the government from taking protective measure while failing to discipline exporters for agricultural dumping.
The policies the López Obrador administration has put in place have the potential to stimulate domestic production of key food crops. Producción para el Bienestar, the main farm subsidy program, now focuses on small and medium-scale producers, where yields remain well below potential. And while the subsidy itself is not conditioned on productivity enhancements, the added provision of support for inputs and a dramatic expansion of technical assistance should lead to increased production. So too should the promotion of agroecological farming, from the expansion of biofertilizer production and use and the attention to long-term improvements in soil fertility. Sembrando Vida, the agroforestry program, provides significant subsidies to underwrite the medium-term costs of growing trees on agricultural land, which should also lead to improved soil fertility and increasing crop production. Finally, the Price Support program, Precios de Garantía, could provide significant numbers of producers with stable and remunerative prices, directly addressing the disincentive of cheap imports and dumping. That will be more important, and more effective, when crop prices fall to pre-pandemic levels. If the government pursues new initiatives to expand domestic production of animal feed, we could see a reduction in yellow corn imports.
In trying to reverse decades of rural neglect and U.S. dumping, the Mexican government is swimming against some very strong tides, currents made more treacherous by a trade agreement that severely limits what strokes Mexico can employ. Reducing import dependence and increasing domestic production of priority food crops are worthy goals, for a variety of reasons: poverty reduction, rural development, increased resilience to price and supply shocks, greater control over the quality of the food Mexicans consume and even national security.
International prices are relatively high now due to pandemic supply disruptions and the Russia-Ukraine war. Most economic models predict a return to crop prices nearly as low as they were from 2014 to 2020 (see Appendix 2). Of course, international agricultural markets are prone to volatility, even more so with the rising impacts of climate change and geopolitical conflicts. But U.S. agricultural dumping is likely not a thing of the past: It is a feature of U.S. industrialized agriculture prone to overproduction and below-cost prices to farmers. This is not just bad for Mexican farmers forced into competition with more industrialized U.S. farms. It is bad for U.S. farmers and rural communities, as low prices undermine local economies and leave farmers dependent on an expensive but inefficient set of government subsidies. Wisconsin’s struggling family dairy farmers have a great deal in common with their counterparts in Mexico.
In that context, the U.S. government should remember that trade practices such as agricultural dumping are unfair and are proscribed by a range of international trade agreements. When the U.S. is routinely exporting key food products at dumping-level prices and offering many of its farmers crop subsidies to make up for those chronically low prices, it is hypocritical to then decry the Mexican government’s efforts to reclaim some measure of its lost food self-sufficiency.
Endnotes
- Wheat improvement system in Mexico, Héctor Eduardo Villaseñor Mir, Rev. Mex. Cienc. Agríc vol.6 no.spe11 Texcoco may./jun. 2015 https://doi.org/10.29312/remexca.v0i11.796
- "Agricultural Dumping Under NAFTA: Estimating the Costs of U.S. Agricultural Policies to Mexican Producers," by Timothy A. Wise, GDAE Working Paper No. 09-08, December 2009).
- USDA-FAS, PSD Online & GATS, 2023; SAT/SIAT, 2022; FAOSTAT, 2023.
- "Agricultural Dumping Under NAFTA: Estimating the Costs of U.S. Agricultural Policies to Mexican Producers," by Timothy A. Wise, GDAE Working Paper No. 09-08, December 2009.
- See Appendix 2
- DiGiacomo G (1998) U.S. Agricultural Exports Dumping Monitor 1998. Minneapolis: Institute for Agriculture and Trade Policy.
- “WTO Agreement on Agriculture: A Decade of Dumping,” Sophia Murphy, Ben Lilliston and Mary Beth Lake, Institute for Agriculture and Trade Policy, December 2005.
- "Agricultural Dumping Under NAFTA: Estimating the Costs of U.S. Agricultural Policies to Mexican Producers," by Timothy A. Wise, GDAE Working Paper No. 09-08, December 2009.
- For more background, see IATP resource web page, Food Sovereignty, Trade and Mexico’s GMO Corn Policy.
- For a detailed analysis of Mexico’s evolving corn markets, see Reconstructing the Maize Market in Rural Mexico, Kirsten Appendini, Journal of Agrarian Change, March 25, 2013.
- “Science, Precaution, and Mexico’s GMO Corn Restrictions,” Food Tank, February 15, 2023
- Achieving Mexico’s Maize Potential, Antonio Turrent Fernández, Timothy A. Wise, and Elise Garvey, GDAE Working Paper 12-03, October 2012. (Also published in Spanish by Woodrow Wilson International Center for Scholars.)
- Presentation by Victor Suárez at “El Maíz en Mexico y Estados Unidos,” Agriculture Department, Government of Mexico, April 27, 2023.
- Dairy data, 1990-2022: USDA – Foreign Agricultural Service, Production, Supply, and Distribution (PSD) Online, February 2023, https://apps.fas.usda.gov/psdonline/app/index.html#/app/advQuery.
- “Dairyland in Distress,” Milwaukee Journal Sentinel, February 21, 2019.
- USDA GAIN reports 2019: https://apps.fas.usda.gov/newgainapi/api/report/downloadreportbyfilename?filename=Poultry%20and%20Products%20Semi-annual_Mexico%20City_Mexico_3-19-2019.pdf; and 2022: https://apps.fas.usda.gov/newgainapi/api/Report/DownloadReportByFileName?fileName=Poultry%20and%20Products%20Annual_Mexico%20City_Mexico_MX2022-0045.pdf
- The Neoliberal Diet: Healthy Profits, Unhealthy People, Gerardo Otero, University of Texas Press, 2018.
- Eating NAFTA: Trade, Food Policies, and the Destruction of Mexico, Alyshia Gálvez, University of California Press, 2018.
- Exporting Obesity, Karen Hansen-Kuhn and Sophia Murphy, Institute for Agriculture and Trade Policy, April 2012.
- New warning labels now required on packaged foods, Suzy Buchanan, Mexico News Daily, December 1, 2020.
- “El Decreto por el que se establecen diversas acciones en materia de glifosato y maíz genéticamente modificado,” Mexican Government, February 13, 2023.
- Produccion para el Bienestar, Government of Mexico, https://programasparaelbienestar.gob.mx/produccion-para-el-bienestar/ accessed April 13, 2023.
- Mexico to boost fertilizer production to support local farmers, Reuters, May 15, 2022.
- Reported in presentation from office of the Undersecretary of Agriculture for Food Self-Sufficiency, January 25, 2023.
- Reported in presentation from office of the Undersecretary of Agriculture for Food Self-Sufficiency, January 25, 2023.
- El fertilizante en tiempos de la 4T: Experiencias y desafíos de la contraloría campesina de Guerrero, Carlos García Jiménez, Promotores de la Autogestión para el Desarrollo Social (PADS), March 2023.
- Evaluación de Procesos del Programa Sembrando Vida, CONEVAL, 2022. https://www.coneval.org.mx/Evaluacion/IEPSM/Paginas/Evaluaciones_Diseno_Desarrollo_Social.aspx
- "Agricultural Dumping Under NAFTA: Estimating the Costs of U.S. Agricultural Policies to Mexican Producers," by Timothy A. Wise, GDAE Working Paper No. 09-08, December 2009), page 20.
- Government of Mexico, information page on Precios de Garantia, consulted April 25, 2023.
- Information drawn from detailed evaluation of PPG by CONEVAL of the Mexican Government, available with other rural development program evaluations: https://www.coneval.org.mx/Evaluacion/IEPSM/Paginas/Evaluaciones_Diseno_Desarrollo_Social.aspx
- Murphy S, Hansen-Kuhn K (2019), The true cost of US agricultural dumping, Renewable Agriculture and Food Systems 1-15. https://doi.org/10.1017/S1742170519000097.
- OECD (2005). Agricultural Policies in OECD Countries: Monitoring and Evaluation. For a detailed analysis of Mexico’s evolving corn markets, see Reconstructing the Maize Market in Rural Mexico, Kirsten Appendini, Journal of Agrarian Change, March 25, 2013.
- For more on white and yellow corn price convergence in Mexico, see Achieving Mexico’s Maize Potential, Antonio Turrent Fernández, Timothy A. Wise, and Elise Garvey, GDAE Working Paper 12-03, October 2012, page 9. For U.S. corn price as reference price in Mexico, see OECD, Agricultural Policies in OECD Countries: Monitoring and Evaluation (2005). For a detailed analysis of Mexico’s evolving corn markets, see Reconstructing the Maize Market in Rural Mexico, Kirsten Appendini, Journal of Agrarian Change, March 25, 2013.
- https://www.similarweb.com/website/siat.sat.gob.mx/#overview.
- GATT 1994, Article VI: http://www.wto.org/english/docs_e/legal_e/19-adp.pdf
- “Canada – Measures Affecting the Importation of Milk and the Exportation of Dairy Products: Second Recourse to Article 21.5 of the DSU by New Zealand and The United States,” Report of the Appellate Body (AB-2002-6), WORLD TRADE ORGANIZATION (WT/DS103/AB/RW2 and WT/DS113/AB/RW2 (20 December 2002), para. 80.
- Source: GATT 1994, Article VI: http://www.wto.org/english/docs_e/legal_e/19-adp.pdf.
- DiGiacomo G (1998) U.S. Agricultural Exports Dumping Monitor 1998. Minneapolis: Institute for Agriculture and Trade Policy.
- “WTO Agreement on Agriculture: A Decade of Dumping,” Sophia Murphy, Ben Lilliston and Mary Beth Lake, Institute for Agriculture and Trade Policy, December 2005.
- For a detailed analysis of U.S. farm policies, see Rethinking US Agricultural Policy: Changing Course to Secure Farmer Livelihoods Worldwide, Daryl Ray and Daniel de la Torre Ugarte, et al. Agricultural Policy Analysis Center, University of Tennessee, 2003.
- "Identifying the Real Winners from U.S. Agricultural Policies," Timothy A. Wise, GDAE Working Paper No. 05-07, December, 2005.
- "Feeding at the Trough: Industrial Livestock Firms Saved $35 billion From Low Feed Prices," by Elanor Starmer and Timothy A. Wise, GDAE Policy Brief 07-03, December 2007.
Downloads
Report and Appendixes
Download the full report, Appendix 1 and Appendix 2.
Lea el informe en español.
Executive Summary/Resumen Ejecutivo:
Read the executive summary in English.
Lea el resumen ejecutivo en español.
Presentation Materials:
Download a presentation on the report findings delivered by author Timothy A. Wise on May 12 at an online event, “Overcoming Neoliberalism in Mexico's Food System" hosted by Mexico’s CONACYT.