Historical university, industry and presented studies predominantly found hybrids respond similarly to nitrogen (N) availability. - Trial results suggest high RTN (response to nitrogen) ratings identify hybrids that are more sensitive to N limited conditions. However, high RTN ratings are not a good indicator of response to intensive crop and N management practices, such as split applications or increased rates.
- Later relative maturity (RM) hybrids that undergo a longer grain fill period are shown to be more sensitive to N shortages and are indicated with increasing RTN scores.
- RTN ratings lack the ability to predict economic optimum N rates making it difficult to predict how hybrids would perform at different levels of N availability, which render it challenging to create an actionable N management plan.
- Analytical approaches to N management that adjust for environmental factors, such as in-season soil and plant tissue testing or predictive N modeling tools, can provide more accurate, timely in-season decisions for a more profitable N management program.
Identifying differences among corn hybrids in nitrogen use efficiency has long been investigated for improving management. Numerous studies have been conducted with the goal of understanding hybrid by N response. The following article is a brief summary of RTN trials and how to best interpret and utilize ratings when considering best management practices.
Evaluating Hybrids for Response to Nitrogen
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2QVtQks92/sB8Kc3Vw5/oF6Bta4OKZY5ijpY+o29chI6uA7DJqRMMug7iSZNU1o8jCaMJ8VTn4BwbD1kQLRy9S5oV407Pdm1xtoWZgy/aSV4qsRqR7p+9yTBWRhJf3Gnh4eMDNzR3bdh1AS2cPoi6FYY6mAUnWfQFuUNa14shpfl+E2RKiNFk5iPwOjpib5yAjpzpogklcTI5D1jW2+ljuRfU6K21M4RMQhJNhR3DlOu9D0gXrRVoIOXieU+uNnvawcxuarDNlJJGSTfVs9RW5kJ8xDd8JTITTWuqlwBHC40iLvoqZ0nLIZ32fElEEWWfJzELu+zYUpD7A+ImT8bp8sKJ/1Zt0iE2dhrvJeeiozYOI0BRExlPLUX1dbZgnLw7Xddt4Svt1zoBVtrB09udLnHj3IiYKCiP7XRMnfJWdIRbZeJD+5sp8aCjLQUlhNlz8tqG9uRYaijJQVlHGkuVDT1ad3LsJSjqmYHfWD6+fgcg0QYiITsePbNtgnNK4jk0uNtA0ogwlsENP7FgHZVYvf2KXP9T0LNlRfNdb4YehqqFHkvWnI1sxWWwWGlgGOvPT4iDw7Ve4ycKQL+MneOhh8CeAFf3zacyQmIX3TdzF77y0WEybMgNprAkmDwtt2LpS36xbfJ0gJCIOS0tLWNvawD9oGypqiZ6uD2bz5yDoB+7Sjb+bNSydBj98JVlJEBUTRmJWMaeml4/vJIe41h6BnLCBjtSoSxCZPgM55dy1RuKbVVJMEunF9ejraYOlvhpU5hvi/sNYPHwQhf2HjqHiQwcay7IwdfwE3HhMzV66WC2CooYe7t69h7Verhj35d+xeuP3A4v8RX/galsICs9E8OYt2BgQgH2hJ1BbUwUjDQWoahsj6kE0Du4MgrCIOB6m5nDkeSzVI9t75jZlDMHPQZ/0/3j9MScNr+PYTn/IahhwyIqeDtjozyXzhEc84k3K5163zAxKOhZ8YUdD1kBGUYckYUXhS0jPEMaqdVsRn5CIq5d/wsnwK+T37O2zhzBLaT5ZZnVJFkQmf4flngGIvB0BE30t/M9f/oJbCYM/DfgK+wXPCJO1H+1traivr0N9Pf/wpKO9DfX19fjQ0IDm5hY0NjSQ/qbmFrKxXV1MdHTy2wru6+0FYTi8n2eI9AvtGdXokrwsnDoVjjYGdxzcUF2GsLAwVDdTSwoxkVdw51EimO2NcLI3Q8D2H/D06TM8fHAHBlqKcFgVQNbx9rWLSHzBnR18Eh2J2/cGP0gtdZU4dSIM72q5PQ9xrMnRA3vIcoZrcHVJPo6HnUIdz0xpY00Ffjz5I6oa2shsjTVl2LLRDzY2tli2bDlCdh1Ac2cPutrqcSw0FPms2em6ymL4ea2EqfkSHDp5DtFRtxAdSxFnuPKHCn8WH431/n7w8fWFl6cngrfvRWs3UF9eiA2+7rAwM4P9cmfci0vly56REoOQ7d/jfSOFcc6LRGzd9j2qGrjLOrwZMlKe4MzFn0mCscOL89Kxbds25BRR1k7Y4bzXuKhbOPsTNeHGDifKPhN+mTOJlf40Fi7Oy2C71B4rnFbi3BUqfVF2Gs6ev4wu1rOaGn8PdjYWsF3mhGs3b+P8uXPIK+V+SrDlf8p1RMlampcGrbmKUFFRxdw5czBPWx8P46m1un1b12PW7NlQUlSCnJwcFBQVoTB7NiyXeZBHcxCzm7KKGnhV9J5T/6yUaNg5OqOm9dOsTnAE/IGOmrfE8scUXH/4lKxFN7MDzkt0YDHM0O0PrCp6e3t+1Quxb5TfmsTL+XP56+7mWVD9nSo9omTNSIjEuL+PQ9jFm0hNSYGPsy0Ep8sgp6webwtyEBsXh4iLp/DdV/9EwI6D5CJ4aloW+noZcDBSJ4cpJo5rOLtOEu9dhNQsJZQ1cHuy3wmX31xMXw8Dh3YFQVtHB3aODjAzM4XlUmfy3KDfLJwW8KdEYETJmpl0B5MnTUd2BTVka6nMxbfffI0L955xwGXUE8bYpuE238c2EyusDWBmZYWpgpNxOSqJTJ8SfQUKczVR3vj5kZXd4PqaKrzOysIb+shMNiT09d9EYETJ+ir5HiZNEMSFmw/xpiAP+0L8oaCmjaIq7vfWh7JsSIsJ4eoDanhI1ZsJW2Nt7D5xCTvXOUNB04Ac+6c9vj4kWRltDQhc6wlrG1s4ODiQP0tLK5y+NHjN7VNwKS4uRnx8PJKSkkbkl5ySgufPX+Dly5dIS3uBp09TRkTuSNWPljMy9/m34piYmEg+Fw0NHz/CdETJmv3sIcb/6x9QVdOCnLgIvhEURuKrQj6+DEdWa8N52BZ2Fe2N7zFTVAhnb8UjL/XBkGTt6WYgNTkR0Q8fkns0iX2a0dHRyC38uO0ovooM4SkpKUFCQgJSUlLoH43B7/YMJCcnk2U1NnLXxId4PDGiZM1MisKkiVMRnZyF1y+ToSgriV3HL/GV+zGyBh44S6YN27keUkrauH7tPNS0FgwaBvf1duNtUSGyc3KQm5tL/rKzs/G+mrtMwVco7aERGAMIjDBZ70JQQBip+ZTWyU9Hd2C6lBKqW7nfnB8l635q3bG9sRJq8hJQnjsHajr6qGji5icwZ7TWYa3bciw2NIK5uTn5MzAwwNEzV8bALaGbQCMwNAIjStb0+Nv4atx3SHhFLeA3VhZi6sRvEHLkJ07p9aVZmC44HpdYk0hUBBMmOsrw303toyXCHlwJI2eHx4vORlXrgIXW/n4wOjpIdan29nawf4TRcfqPRmCsIjCiZCW2sxnoGSKrmLtWum29B1Z4BnD0AZtrimFhaojoFF4NhB5s8nHDsUs8uob9XfBdaY1FFo5o4t8rMVbvxa9uV2d7O5hMflC6mJ0csyKEnmdrWxv6+j5+wsG7gkwcP34SjW1c/dzhKkFsWmluoTZTsNP09/ejo61jkD4pk0HoofKnJfK0NDejq6cX3d1MdHZyd4Gx5Q28Jj++i5+uD21No6o0HwdDj6KKtVFiYN6x6B9RshKL2oTtHt7Fc2LBnXhw2H/EDW7v6EB3D/+DxGQwyOM42OnIa18vOjvZOzz5Yv68nj4G3O0tsP8E/5A/dMdGBGzbT+KSmfwASkqKSHn98Qm3pJtnMENMGkWsc3Y/BurxfZshISGFa/e5O5da6irgYLMEz7O5WyEJGflpsVBRmYvEDK55mcR7VzBfZzEq65sR7GUHl7VB5M61j5W5w88F840plcCB6V7EREBgohDSCrkdw8A0Y80/omQda+D8R7anpw3zZonBK5j/mExfJyuOyZTad28RHh5OEoO3Dd0Dzh9Kvn0OcrJKqOKZU+BNz+te77GU/Cwh9vA2ss7s/VBZCHkZUcTw7OMl8jA7mrBQRRImy1mK5j0dWKypABNHH5KgCQ9u4f4Q2xUHGpDbHeAJvSVuvNXguHOfRUNEWBzpb37bFj6OwM/AQZP1M7hJfFXsaceiObII2H2aLzjIewWWulIqc41VxTh08Ajes4yAvXoWB1sLUxiZmGCliys8vH2RU1qDzEc/Q0FOEYcOh8LcRA+LTCyQlM6/1MYuxN/DAdomllBTmInNLG2hpvdFmKMsg7gXAw23ARlPIjBJUAivSz8gPS4CQtMl8ZqlRhh75yoi7nL3QcdFXccSM2PoLVyEwB37SWVuotw9Gz2hzzoTmPDH370GA935MLe1Q0igP8TFZfhU99h1HatXmqyf253t7YCBuixM7TxIq4qPYmLwJC4WS/S04cjSwslNuY/xX01Ean4N2uvfYZ6KLPxD9uD+vVuQFBaAmp4Fymoakf3kJv71f/+LRaa2OH/pAqwMtSCpuAD1rYO/YX1WWmGpzxbcOHMA4wVF8bamGYzGimHJSlhadDDVwUrfYLg5mPNZlvC10YOJHXWe74u4O5CXV8DR05fx6ME96KjPxrpt1KhhX6AX9C2pQ7tznz2EkMB38A3agXPhYVCaKYZxE4Q5L4DP7Tb+O/WlyfrvoPZH5unthLGWPCYKToeRsTGIJStjYyMIEOZmfCkjX/mpjyA8RQRZ5c14HX8D0jIyYK9+EQrgK9fvJFuQevcipk8TQ0YRZfup8MUjCApMRhKPVQh2U31WWsLMfRPQ3Q5tBQm4+O9CZ3M11FRkh+xZiXyZCVEQ+OZLTJdWQC7PafcBK8xh60KNArxXWGCJkw86OplgMLtw4fAOyCnMIxXHD272gYHVarIKQattoahtyq4OYq4TFghFOHXnRIxhB03Wz+3msobB3kEHydlfYgKOMBi+dqUt7Nw3kK0hyDp9qiheFtWjre4NVOTEsfPQScTG3IeKwiwcCKfUulIiz2OWvDLK6inVs+KsRIhNnzakfVuCrEZOlHJ86oMrEBaVRPTjx9DVUh6WrOjrxAKFGTB34jeSRpB1qRulKmhnoImp02fA0NAQevr6UFNVgaWDO6nMcTB4DRbbeJJtcjTShDWrfUTA6+T7EBORpL9ZP7fn909VXxZZ/Xee4Gv2xtXLYOfGT9bMkg8oyngCzbkq8PZbC49VHjh1/mfOLCxBVjlZRbytpqxFFGU+IckaN8R3K0lWZ7Yli16stDKAhu5iqKkrIyE9n68uXE83lixQhev6HdwgACRZXSmyLjWcD2efzWhtbUFtbS0aGhvRxVI/27vREwbWFFldLBdC35ayHkEIy3gSiWnTZtBk5UOW9vxnIdDTBk15UXgFDZwNtoQFy4B2bsoDTPxWkLRimBkbASlxCew+eBjnzp1DVHQMahsociZGnIGYqDTesBQtCtMfQ3Did4hJG0y+VQ5G0LWnvjMJQAhTJf/8yxf44m/jkJLFXaLhB4sJA1UZ2HvxW7RYu9QAZo5ryKQn9wRAcrYa8kreg1j6q656j+IKajlmJ7F0Y0Qt3Vw6shXfTBDCs6w3qK4swworPfzPP79FJsteM3+5Y9NHD4M/t/vay4CPsx0OnyHMa3L/wvZuwZY9R8iAstxUmJlYoKi6FRV5yZglJwEH51UIDNxIzvqqLzBAaV0ritJiYGe3DO8aqGFw5ZsMLDEzwcv8wdYUDu3YhHU7KLvC7FIPbVsHVS1d5A9rAaEHG1Y7Y9tB/pnrsJ0bELiTksVoqYPvqmVQ19SGre1SGBub4nj4dbKIn07sg8/G3aS7u60eniusoKSsCnMrG3iv8YSNw3IU8FgiZNdrrF5psn6Gd7aLyRx0qBVxMFJXF7WriTgIicGkZnQ3uFpB08iR08rK/Gf45su/4wbL2j6TyQT7GBcyH4Mx5M6n7i5C/uDtnISt3z62AE4pXAex82ngIVZUXfllFRcVIC3tJUrK3nHaRqRjstpESuzvQW5OFgqLKUuP3d1dHy2bW4ux4aLJOjbu47CtuH76AKSkZUhTnHv27IGVmREMrZxQ3UT1psNmpCP+4xCgyfofd0tGukL9SHsaj8OhB7B33z5cvXEHLe38+4pHukRa3uggQJN1dHClpdIIjDgCNFlHHFJaII3A6CBAk3V0cKWl0giMOAI0WUccUlogjcDoIECTdXRwpaXSCIw4AjRZRxxSWiCNwOggQJN1dHClpdIIjDgCNFlHHFJaII3A6CBAk3V0cKWl0giMOAI0WUccUlogjcDoIECTdXRwpaXSCIw4Av8Pau/pCqC5Z1cAAAAASUVORK5CYII=)
Trials were conducted at 21 locations in 2018 to compare 13 Golden Harvest hybrids’ response to RTN for better understanding of RTN ratings as a management tool. RTN is used by some seed providers to quantify the yield loss of a hybrid under N limited environments in comparison to the yield at a non-limiting N rate. Based on trial results, a value of 0-1 is assigned to individual hybrids and used as a metric to compare to the N response of other hybrids. The RTN value signifies the % yield a hybrid lost due to limited nitrogen availability (Figure 1). The same 13 hybrids, ranging from 103 to 114-day RM, were planted at all locations to provide consistency in hybrid ratings across growing environments. The distribution of trials and the average yield penalty per location are outlined in Table 1. The significant effect of environment and soil type on nitrogen availability can be observed across trials. Individual locations ranged from as little as 0% to 69% yield loss at the most stressed locations. On average, limited nitrogen availability resulted in a 34% yield loss across locations.
Hybrid Response to Using RTN
![](data:image/png;base64,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)
For identification of hybrids that most consistently have high/low RTN ratings, all 21 trials were combined and summarized for response trends. RTN ratings averaged 0.32 across 13 hybrids and ranged from 0.26 to 0.36 (Table 2). Yield loss in limited N environments ranged from 61-85 bu/ac across all hybrids with a 24 bu/ac variance (Graph 1). Previous interpretations of how to best manage hybrids with higher RTN ratings have implied they will be responsive to incremental nitrogen rates and split application timings, while maintaining above average yield potential in low N environments. These data (Graph 1) suggest a lack of relationship between yield and RTN score when high nitrogen rates were applied, indicating RTN scores likely have little to do with hybrid response to incremental N rates. In the low N treatments, a trend for decreased yield as RTN scores increased suggests that hybrids with higher RTN ratings are a better indicator of hybrids more sensitive to N loss.
Hybrid RM in Relation to Nitrogen Management
![](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAeoAAAEPCAYAAACN5IcLAAAgAElEQVR4AeydB5xURbb/d/ft++97u4Zdw+ry3HWNyBr37T6zYgABcc0RM66oqwRRQEyAoqwIKkhWSUoQyRkk55xznBlmmMhEJjEM5//5FtZ4abune2Z6um/3Pefzmenue+vWrXMq/M45VXXqZ6KkElAJqARUAioBlYBrJfAz15ZMC6YSUAmoBFQCKgGVgChQayNQCagEVAIqAZWAiyUQEaAuLy+XI0eOuFgMWjSVgEpAJaASUAm4UwKVAvXSpUvliy++MH8bNmyoNgdDhw6VOXPm+H0+ISFBvvnmG/nyyy8lOTnZbxq9qBJQCagEVAIqAa9KICBQf/zxx/L888/LiBEjpEePHubv2LFjVZbT0aNHpU2bNrJixQq/z86YMUMGDx4sTz/9tLz44otSnXf4zVgvqgRUAioBlYBKIA4k4Beox40bJ02bNpWsrKwKFgHQvXv3Srdu3czfjh07ZM2aNfL222+b31jEeXl50q9fP+nTp4906NBB1q1bJ0VFRfLMM89I165d5a233pJt27ZV5On8wjNPPfWU85J+VwmoBFQCKgGVgOcl8BOgBpCxbseMGSOFhYXSuXNnYxEnJibKt99+K5dddpnMmjXLgHSLFi1kwYIF0q5dO3nppZdk165dUq9ePfnuu+/k888/N9d5rn79+jJhwgRp3bq1ue4r9S1btsg//vEPWbJkie8t/a0SUAmoBFQCKgFPS+AnQI2r+p577pFFixYZwWA1N27cWJijfv/99421zA3c1R999JFJ8+GHH8qwYcNk2rRp8vLLL5trU6dONSA/c+ZMef3118217t27GxA3P374t337dgHw58+f77ys31UCKgGVgEpAJaASEPG/PQsr+t577zXzygBts2bNJDU11QDqypUrjeA+++wzadu2rXz//fdy1VVXyerVq4Vrjz/+uCxfvlweeughYyEz1923b1/zzL/+9S+Tzkoeyxxrm+ewxrHglVQCKgGVgEpAJaAS+FECP7GouQVgMhf92GOPyXPPPSfTp0+Xw4cPy8CBAyvmrZmvfuGFF4x7u2fPnuZ6x44dDZg3b95cRo4cad7C3DVWeVlZmQwaNEgOHTpU8fZPPvnEzIX/85//NHmxAlxJJaASUAmoBFQCKoEfJeAXqO1t3OChUnZ2trzyyiuSlpbm9xF/q7m5xh97rAFyJZWASkAloBJQCagETpRApUB9YtLKf5WUlMiePXukKuBeeY56VyWgElAJqARUAiqBsAG1ilIloBJQCagEVAIqgfBLQIE6/DLVHFUCKgGVgEpAJRA2CShQh02UmpFKQCWgEvC2BEpLS2tt+rO4uNizwlWgrsWqZ/X8wYMHzV96enpIC+ZYQU989arQvHnzZPTo0RLOhjx8+HDp1KmTiSznLAur/7/++mtZtWqV83Kl34nl/sEHH9RaB6705TW8ybbEVq1aBYxV75s9kfiQGzIKRizAJA4+uyJ8acqUKfLaa69V7LLwvR/Kb4IWdenSJaR258yPdgQPQ4YMcV4Oy/cDBw5Iy5YtzbZOZ4YsKM3IyKjoL7QzrxHrfBgvnNtUCwoKKnbKcPYCu2nC2c/DKeOJEyfK9ddfL7t37zZ9nb4DP3zaMvOZkpJirrHw2KaBZzteIgdLubm5wh9EPyRoVriJMtFP2NXkVlKgrsWaIWzqueeeK2eddZb84Q9/MIFk1q5dW+kbL7/8crnzzjsrTUOIV7bP2ZX0Tz75pPzlL3+RzMzMSp+rys3777/flNk5aPD8/v375U9/+pO88847IWf38MMPywUXXBByehKylY+/aBOBfn72s5+ZELihlAXwpb7hORht3rzZpGWQ8CVA+he/+IXs3LnT91bIvwndS7tjsK8KwcPZZ58td999d6WPffXVVxUxEipN6LhJWGHkSawGJy1btkwuvfRS894zzzxTrr76aqN8OtPEyndOCyQ2BMpuVQjFiL5FwCkLTgSZatSokQBer776qtStW9fcI4QzYZrdsqUVnhm3rrjiCsGqZkvveeedZ9r373//e7n99tuNck8grN/97ndSp04dufDCC+Wcc84xvwk9zXZd+CfKpSW27jK+QRgx//Vf/yX0m3ASSiHlaNCgQTizDWteCtRhFeeJmT3yyCPyy1/+0oRNfe+998wARahUC7CETqVBs1re0rXXXisPPPCA+Zmfny8EmCGoDB0TwmIjUtwpp5xiAtLQgbdu3Spo23QWiL3qhHZdvHixMOhCrMbHqqcTbdy4URgYycsSeRDcxpbliSeeMIMCZSSfpKQkk5RtdIR6ZYDgfWjF5LNp0yYTzc6fJURIWoLi7Nu3TxYuXFiRl333+vXrzbsJNwuRJ6FoUT54D3LgZDW7hQ+esL4gysA94sxDWGwc9AIgOIm49cgRvu2RqwyGyMrKi6A7vsSg8N///d8GqImiR31QDrRw3mV3OXAN6wBr4eKLLzaDC7Ikwp8tG4BprUaCAvFe5GEHW8rF4TXInGh+v/3tb4114lsm+OU0OuqR99IGUCjgj09bJg65ueiii0wMBPKg/vG+YMHzDHWFxWPbI+VH1siFQZT2C+Xk5Bi5zZ0719Qh10iDUokCRtu0MoVn2jQ8OAkrC9nTxpAniqaTsMYAcOI2AFi8/7TTTjPlIx1l41k8Obadc536cbZbyoW84ZVoh7Q5J6H4ICdkZ/PhGdoUf/QbymoJeXCNeiKdJfijnRFPwpd4JwoSfZk2beXLdd6Nsm7bsvNZzkJABvz179/f3CJqI6DGu+mDtBvqlyiPNh3tivYIz/QdxgLbtzlbYfbs2T+pD+TAdT5Rvq1CDj++9YcBgExp78iUuvAl8qC9wgPE2Q2UD08aSgt1ftNNN5m2wkFPtG/uP/vss+b0RMYfFEuu8YdsoRtvvFGuueYa8506+9WvfiUE0fIlykRfo3y0aQg5cR3Z8KxTLtxHVjzD+HPJJZcEVUx93xnJ3wrUtShtIrqdccYZptPQ4dEsaXgQDZlB9O9//7sZlGyAmOuuu84MkHRuGi7WBQMWHX/SpEkmZjqNlcbMNTo+IVxRABh4GED+93//V0466SSjfTJY0BkZbAH4++67T84//3z5j//4D+NK4hkGRrTf//u//5MmTZqYwRqt9je/+Y3RkNFiAR/yZgC49dZbBWuKzosW2rBhQ8MLFuCjjz5a0emtaAEMFAvA+j//8z9NpwBQIA51YbD/61//asCZARGl5uc//7lRcigTbn2A23ZerH00dAY7Bj3KNnnyZDOYAh7IFB6t1U+5kSvvQObIFWDB1cUgQPl//etfG2uOQcpJAAF1iHzI8//9v/8n//73v817uWZd3JQR/gByZE5do2jABzJHQSIG/t/+9jdjLVJOBsrbbrvNyJJ3EumP/P/85z+bwZn6tYqTLRMyQF4MfP/zP/9jwK9Xr17GcqGtYK1Yvgnni2yoYyIHUh6eO/300wXLBo8FbYWBHuCmbTKwUsfICUsGGWMpIQPyxkPEYIgFRH3TjpAD+Y8dO9bUrZV/7969TbEBYXjhecqD8uo72FJ/tGlkBHFAD7JD8QGckC1lhXcbkpgy8G7eRyRFFA+sMvi44YYbTFvDQrPhkLHIqJeTTz7Z/Nl8aAekp3/Q1gFGlAryw6vAIM67ARyIT+RDXVIegMdJnH0AL7R10gCwWNfUF++mb3IyoQVT++ybb75p5AOgkS/gjGeF74DNp59+atoSSjHXeMepp55qQjmjRPEuXM/IhH4BmNMm6HvOdsFYgyKE3EhL30LGeOqw2O11xigIlzNlQkbUHXXh2y5RligPZzpARKPkt1W+r7zySlNmq9ChLHKf6RlLRLXkLAn6Brwgf9rezTffbJKgSFGfVoG0z6Fc0I/hFdnyPMCPgsH4xNhIfdFWrbXOfax/6hue6f+heMHsOyP9qUBdixIHEBjMCJNK46GREQ+djgsIEsmNQZJOgNsPMOc74VcZXBm0sGZp1AweDEZYX6RBex0wYIDRCokgB4iQ11133WWAHcuMgZPOgMuMRstgy2BNnqQjD6wzOgMdn0GRDgio4HICNIjpzkBEPgzidB46Pi45Og6dg8EbbdVqyb5gB1DbvOCJvBiUAFAGMwYULF46Kae2MegzODKYMMijrfMeBjfKiOzIAwuYAYEOCMAD6nRqlBI0e2TPOxgAkD2yY8DkWRQcBm6+M0XBQEcZkaWTAGoGV4CewRslBVlhdcE3QEtdMRigCKDNMyjh/gbQmOvlHVjAzNXzHQDkeeqVgYKY+Qw2ABNhdpEl9QSgOgdEBnYAA14YiJEz1iwWHwDO4MNATbkAXubzGISpM9oO9QZoWQsLJQmlD0Agb9oHQYsABQY25AZQE8ef9gQ/AAMywrtAHfEuDutBzrgPH3zwQdOOiU6IDCg/svvjH/9o6tW2EercSSgO1BdtgPaNzFE4kC0yhw/aMCAJWGBZ33LLLWaQpQ3TRgAB2joyRkkgT75jlVIOlBTKh5VJW+IeoIeiw3fc8fBIO2jfvr2xtLiOIkybou2h9FI2+i5yA7yoK/qeJfJAMQEIWGuAbFAQGAd4N22ffJGbk3BlA5KEVoZHFNY33njD1AV9EsBEjljOADh5wC91YfsV9UybADhpT1islJk6Iz19HyWXPk/d0l9QRpAhoI3bnfZC1EnaH+8CwOhjKKOsqSAfq4TZ8hOBkvqza1dQfkhHe6RfYmxYLwHP0Ga5T36WAGDqmry4hyKJd9ECNW0B+aCIWcDnWaxm+jVyRgnhWQ6For3AA8ohfZf2TBuAJ45eRj60EcY4+gFtw62kQF2LNQNQA0R0HjRa5t2wlOm8NCY6MvNP3GNgZJCnM9sGA5jQuNAKASfAAAJE7WDMb6xY8qJDMjjiPrREvnRK3FYMHgAsxOBDo0XjZSBmAKYTAMqUETABKCE6MfcZNBiQeAeuS4Ca7wwaEJ0BvgBAJ2EdUT5LAB1lHjVqlElPR77jjjsMjwzSdEh4RhaWUF4YrBkAACrey2BBOencACpgjtWCTNGSGVywEpA7Sgl5AnSUEUuYciJ75M476dAMVE4iXwZuzmSHUAB4N0oVAyvPY0VwDUUGgETm1D0EIDOAYQ3BLwMwgyXEAItc4cMOtHage/fddw2wOt2wgDlgC5g6Ce8EwAN/yAAAZbAFqAE+FBTKhGXvJAADuVCnDHzIlYHfArVVWuAP+VMfKBZ8h3gf3gMIpYO2Tt1Sl+QF8NPWAXAGfggQYVD0dX1boGYQRmkFDAFRwBAPA3lRryi81B+KCQM68qAMyBYCzAAcS/DPc1ZptbK3c+W0D5Q9ykQfgWg71B/Ko22X/OY+suD9KGO279JPGPwtIT/aO/0esqBkvS/0U0ACZcBJtCdAHzc0sgdkUFzhGaCmn6GQQ5SbPFAKIECUdoYcIUCRclp+Uer4jbJIu6CeaGOMCXghaIuMMcgOzwLvQSa0Pzu+kC8KEf3Bd10FwMj76S+QBWrKT/3THnjWkpWJL1Cj+FDnWMjwjZKHYmGJ+/RnpzeCPscCXBQO2g/9HuXLGid2fKKe4ZF2hRcNz4Al+owdX+01N30qUNdibQCyDDAAGtozHYXBBeuN72jwgBsWFNoggyUNk+cYFHiWRoq1yMAA4EKAE40fsIDoSDRqBnKu2zluOjcdkd+AEd/R0iE6Gu4enoHQ9AEpysX7sIIBLjoB1giAwsDuC9QsOgIkILwFPO+7CIxBjgEAMKSD8QzKhB08GSiQA3PfDAzIgQ7JnyUGHsrLII61BljRuRgAADoGSgZ3eLAyZTBGyWDwA6AZ1HgH93Hbo7QwGDKAAGz+wIyBhwHLWoAMroAy6QEnlB3KhMWAlYvMGbjtIA3wIhOmClCCGORwM0JYwMiVQYUBlnRY3hBua0DICdQALumpf0sMRvBGGVDsGBgZhBnsLVDTlpCVc8ADTLCocRWSlvlyeMD9boEaOVNGBmDeSdnIm6kHCOBGuYOQNel4xsof2eH1QHmwoM89lBWmD5zkdH1jIaEAYWEBliilKHD0E+oP+VF/EIMugMm7qQ+USbxPtDPmKGkflNfKd/z48eY5vArIm09cvNQjc8hWYWONBkQeKLIoKCg6uGp5jv5j+aQMWKeWABqUSrxWEF4MnqGeIaZH+O2rrADUKAkQXiXaHcoPfZ8+YYGaMlnvDNY3ZJVAOz2Et413oChB1iuGQkh/pB4BZKu4M4fLu6hn+ELOtj3TlgE1FHjGCdowXignAZS8D88LxLQEvxlfqDe+OxWTQECN0g7hEaBOaSu0aQi+8Vr5WtRWycXLgQeOcYAxhb5B26NNQyjL3KNNM8VHf6e+aUuMm75KunnIJf8UqGuxIujYNH5cZgyGDDgM4oAyjQRtnQZJI7eWLJo4zwEeaH9Y19xjQMVyhKx7D8uawZBBkIbG4MQcDJ2CNAA439HkGfAAOhozZN1vdDzu4zKy+QJoWMEAKoM2gy3aOw0e5YBBDSWDAQkApmy4kuhEAAlWk5Nwv1EOLDFbJjRprHnAgYGUAQcwZkBlQEA7RnZ0btyOWCH8Jh/kYQdefjPIQFh4yAEFgAEVNynACWBRZpQkBi68CQATbmkGAhQRFBD4ZdB3EtYq77AKDhYbeTEIUE46PPdRKhhI6PQMggxmKBNYe9QjA5a1MlCEIOoOuWKJo2hg3QK6yJnv1JdzgRuDNe/jGQZt6p0BmoEcIMPKApDhA0UCly8eBuoQxYtyogAAgMjHDnAohrQ57lOPVpkif2t5sqWKtQxYK5QBwiXKYAo4opAA2igMgC5tCrCgzAy0pMPtjSuU9/gO9JSd63ZrInLmN0CKUoc8qHeAFsBjUR7yRAG2vAHUACjPYR0BtnzHc4J8AXAsReqdfsh32gHyJx1KEQM3Ci3rS5A9z7I2BJcz0xz0S+oXiwxQpLzwSluwRJuj3lG04JP2iSINaPBuwIjv9D0n0U55N2MFhBeCctHHkCN1h/JOO7MWMuWg71iXL0AF8U7eT33QV/FK8B1lD4BGgaHekTN80JcpF4qCrT9cwhDjFDwjG8YuyoSS5yQ7R009QvQ90tm+SftE2eH9EEof951KPXWGggN/kDUckDtEXVEPjCFOQpEiL/o1CiDfUaxpIyg7dl7a3qMvMt1EOsZQxli+W8XKmbdbvitQ12JN0InpXIAkBDgxeGAxYBVg4WC14sqxLiA0XLRRiMZOwwXI6OBWIwc8mLcB7MmHgQJAoyPxLgZoGjQdEy2S6wAsgy2dEML6ZYCj8aN9MsDjJsTFS0cB1FgUg6UAKJGWTsiAQT50TAY/BgAGX+YLed533o13McADdKz+ZoBAIbDeAAYWNGTkwCeDIkT+AD+DB++BcNWh8eMdoExYBigeABFEBwRckAsDI3Oc8ALQU2YGIaxrPAAMTAx2dGLygk9kiAvPSVjkAIW1XAA3BjeAHQIo6eTWQgQgAQvkjmLFO+EfQgFCaaGcEHxQVygdEPVIfSMH6h5gs6vbTYIfXOmAKqCDMoO1zECLrGhPDKAoYYAFVhdWGsS7kB3AzcAHSFBWBirqBLBloMOFamVBGwCAaHvUD7JFRrgQISwlAAmZkh8KGmVC/pTHThegZDHYA4yUjfpH9k6iTVM+LDmI/ABLZMPqXORGvrQxOwUDCNJuqWvkRTtHgUFRoW3wPsCONg4B+ngBAEMADssRok/QJmw/RWbMeWJh2/UbgJu1FrEGkSHloe/a+jWZ/fCPdkK56Ke8HyUCJZB645r1nDifQcGEN7xYEHWLh4J2Tz3Qt2gT1A/tF5nQz6kPABGese4t0ZdoS/ALH4As/Y7+ShlQdKgXlFWURixNrGf4woK24w2ftCvKwNhFmWybte8CgFGmKD+EjOjvdrcIbR+A5T0QbQJjwNYB11DsGCeoR4jV2LQJ2yex8FGAfRciIl/GJ5Qv+jn1R13TRxl/adMQ16hnPJzIj35N2+ca/Nlx1yR22T8F6ihWCA2SRmY7pr+i0LGshum8D2BasHNet9+x7Kxmbq9V9kleFnwqS+e8x0CGNQ1wwUso76OD+BK8MEgCLk4iv1DydD7DdzqiP16Qib/3+z4f6m8GLrvCl0HQlxhQ/ZXDN53zN+DpKwfnffsd5cNJyAlLOBjxnB0IbVrkEoxIA7++RNv15RH5+9Yb76ysvfrm6+83ZffNg3I538/gizJCm0KWvkRfonz+ePFNy2/S00d9ZWavV9Z3feuEd8ID7SJcRHv2LZszb94Fv5Zop3imAG6UT4AZSxdFyZK/+rP3An0iD/JEcfIn90DPVeU6ng8sZBQKf1Sdvl2dZ/y9u7avKVDXtoTjOH8sHSwNrBkvEoM01i1WW6gDvxflFEmecVWzJiOcYBjJ8tf2u5ALFjhTNVjNeBZ8vRvVLQPTSniRnNM11c3L33NMCeFR8CIpUHux1sPIM25nrw6KgDPWnIJ0GBtUDbOiLVZm5dYw+7h5HDn5emXCwRxehNoaD3y9NOEob6zkoUAdKzWl5VQJqARUAioBT0pAgdqT1a5MqwRUAioBlUCsSECBOlZqSsupElAJ1JoEmL4Ip8uWxWxKKoFwSUCBOlyS1HxiWgJssWF7SKjEtjK2iYQyIBPghq01vqu52V/PdiW2sjiJFbRsy+I+f3b7mTON73e2v7DFxG5l873v7zdbzwjE4owY5S9dsGvwRTn9rR7nGvd8eQ+WZ6j3kT/bmtjOV12Cf/b422Ah7ECwsneupLf14rtljvcyL448SQ/os03Jbquqbrn0OZWAlYACtZWEfnpaAuyLtVGRQhEE+48JrhKKFcYqZPYh2326Nn8bTIWAFE5ibyl74NlmxB5YDiiw+8ud6ZzfAQX2c9sAE8579jtAQjQsPiFW6bK9zu4ztemq+sk+fPbzUk7nNjUCySBT9qqyJ7syAmwJ2lFVYnsNe6ttsAr2JztjSoeSHwoXW5bYBw5Aswec/c78sReaPdUQ+8bZF0/sAMprCXAmeAjtgaAlEAoYgW6QgZJKoKYSUKCuqQT1+biQAHtAAWu2nHEUpLVMCRTiXG3KdfaJEkiBQB9EV8MitlYpe1oJoIIFSahIQJFwkFh8dr8r+88J7EHIT4DSN0oX1jqgy9YvQJDAHURw4zmI1bo8C6DbFecEiiBimg0oQZQtm8Zas4Al+eI5YLU6liFBbAhiAV/OPaXsHbaWI9cBQMrsTzGxkefI257cRTmdxzbaiHhY2JSb4BP2ZCX2RgOOgCDy4h28365KxlqlHuCDP+7xDMBpZYGsAUyioBEWFv55l32O8mAR89u5z5drbCmy4Wqt8kRULILWEPyDsJMAOIoNPPJH4BSehWgvgDLXicAFUecE57DRvcxF/acSqKYEFKirKTh9LL4kgOuTsI6EcCVSE4M30ZMAb0AZIvoS4EwEMdzMRGIiPQMyAzqDPACCdUc0OeJV41omUIONvw7YYWEC0ERS4lnCGTqJSFkM+tbC5P385uAELDTiwROOlghcRGKCiCpGyFHAHKUAa5DyATLs8yYyFunJh3QAO+UlShVucyJAEVUMZQLFhMhVRPlCAQHEsBaJcU4EKN/tTwA15cGiJgQq7mgUAWRFZCzCXhLdDAAmTKQtFwoIcbApC+UiNKqVI2FOiRgFUT48EgCzLTMy5kQq5ElELuoDULRhZikPEeKI9GaPayTAB+E4rYubvFFG4IvQqRDRrygLUd0gZGBlz3MoQ0TzIjwn74Y48Qy+AWn4hZARXgbkpaQSqKkEFKhrKkF9Pi4kQLxfBmGsTWsJYtkSrxuwwzqzMYUJJYmrmfjVWMOAMYM5EdqI6gQQA9IAOpYYoAPQkAehVgEYwJhBnOd8gZrwjMTUxsoE4AFdgATrmfjaAABuWkIr8jxhZAk6AwCjXOD+Jjwklj5hG4nmRHxxCzpE74IHLEGeB8DgGaBEEbBghcsXRQALFZe25RPgdBKhIgFEXM5EuSLuNxYzcd8pF+UHSLFAseqxTJElSgpKBNYwsaRxKRP7GfBEASIYB2QVF8qJpUqZCV0KcCJfFAIibFFGlAW8DxzUAqgzhcBJTMiO0KW+7miUH8phw2US2xxFDdnTJlBukBeWPCdnIUtc5SguRKVDMaO+iS1N3VAuS7j9AXUllUBNJaBAXVMJ6vNxIQFcptb9SYxhQItDIOyhFAz8ABKgAOAw6GP9WWKelFjbuFax5qw1yH2AGosLcMVqZ34b4jfAhsXtJAvUzI8CyljfuLSxSAFEFAcAn8M4AC0O2AC0ASHyxB2MIgFIAH5cB5AAdNID0BDubEAKQMfi5h7gTLx5eCDWNJY1CgDvgwfSWGvTlhm5ALRY83yigGBlY/kDlgAnc7YQ4Io8uIf1CwhCRLizbmN+w5uddwagKSeufJQAgNQea8lCO2TPNAGEbJ31gjWN0oOiAnACpk6ifPCEEgJR35QL2aNcoYzZyF3E76ZdoGgQhxwwx2pHkUG+lMEJ1HhjkJ+SSqCmElCgrqkE9fm4kABAzbwjBKAxQHNQCq5gDl7ATYslbOdasTRZ7GXnf3GpkgfzvYCjdaWSH1YtgzqhFcmDQR4CdAAFX6C2FiQrxckP1zEAg/VGLGWUBcqGIsGiJoCZRWIAMq5qQi0CroAUBx/gKcDatMer2hXSAB8AyG8sTqxYZIAVysELKAZYo/AGgAPQvA9lxEkANVYlc8QoMFid5It1DNjbU6RQNlBM4J97KC0AOoSSA3hboiyAN8QUAPWBYoH1Td5YtxDzzYAqUw0Q/KIsWGIenHrCxQ+g+i7KQy4AOYoYZL0JKALIFbc4SgrysWdRIzfAm+eQLaeJcZ/6dwI1/FivgC2PfqoEqiMBBerqSE2fiTsJYP3Ys5WZe8TKsquH7fF4AAQWGIRLnDS4R7Hi+M5pUQzuAAIuXUu4ZQF6QAUrkQGeRVfMZ/Kc72IyjnJ0vh+XOr+xhLFWAWRAAysYgMGlbud5cV1zyhUuW6xI3s2zuMOt25hTnABtgI97uPghe1yMW4AAACAASURBVPQf17DSIebHUSb4DYgxNYDy4CQsZFz9zMvaPAEw3NKUB5BlZTvlIW/kyUpzvlulBWXGKi3kT578ZpsTQExa3OksROO7XamOTJGtBXXSc59TvgBhCKuda1jeyMpJKB1Y/FaxsjKy89qcxMSzixcvrlhMBtgzD48Cwz27rQ/rGQUDsnPU1mPgfKd+VwlUVQIK1FWVmKaPSwkwx2i3SXEMJcBhXcS4kwFpLCu7cps5VqxHQBELDsuQ1chYlRydaY8tRVjMf5IW4vhGlALcqgAwgG6B0goW1zuL2wA9CJAFcEnH6mwsWEAHK53vLP7i2FKOUGV+F0sd0MATAACx2Am3NOlwyQNszB1j4fMM7l4IUEXxgBdWv0P2qEWsbN7Hwi1WtTuJ+XB4xrvAIjLeYWUJ6PIMbmPuM6+LRwC5wbtVhnBvM79MmZE/ZWIqAj5ZKIcHAyWJMgLuWNYQgMhBDfboQ9KgADFFYOvPKj4oV77ENAbprYsafvFeYDVDyI11AoAzR0hyDwUJAqCpJxQSiHLaVe+UnzZjQdwk0H8qgWpKQIG6moLTx7wjASw5LCfcy76EyxNw5DNUYl7Vd091KM9aJYG0vNMXMJ15YGn6ewfABNhbl73zmcq+876q8hkoP/LxFyiGbWB4JCwB+s7f9nqwT56DdysvtllRf9Zd7vs8Hg2sd2uB+97nt83L3z1/11g8h5ufuWsllUBNJaBAXVMJ6vNxLwHcy8zVYlEpxZ4EWO3OwrpAig0eE7wlvp6N6nKK0oaHwW7rq24++pxKwEpAgdpKQj9VAgEkgIXGQi6l2JQA89LOoDX+uKCO8UKEgwBqvANV9VqE492aR3xKQIE6PutVuVIJqARUAiqBOJGAAnWcVKSyoRJQCagEVALxKQEF6vis15jlikVGvvt0I8lMVRcN+StbTfPAdVqVxWn+ylDVa5F+X6Dy1VR2gfL14nWi5IXLne9F+bmJZwVqN9WGlsVss/ENqUmMbeb8LLElhyAd/fr1qziEwt6znywcYnWzJVY7s9WG7VOBiK00RPgKRigSBABhO5Yvsc2LgCXVJbYHEcXLWfbq5hXqcwRWIQBJOAhwID/ibvvutyZ/rgVa1MXq7C+++CIcxfCbB8Fg2FbHfHS4iS1lBGYJNhfufC97tmnDviFZWbFOOQO1MdqxLwCzvY2933bbGu/hN9vwlGJfAgrUsV+HccMBW1mI5ES8aohV1uyfZc8xe4MhomURMINDJNjDSlhLf6uxWelrg1bYvNi/bI94NJk5/mFREjTD7sd13PrJV8rC+30tfxQI9uQG2gb0k4z8XCA8ZYMGDaoNJvDMPuyqEHuxfZWjyp4n2Ijdo+xMhzLFPmmOfCR4DFHOnPuxeQf7m20wFeez1Csrs5115rxfne8AGqePWSudUKns6a7Olq9g72cLH/vHQ1UCkAF7stmjTdxwgBlizzztkPZFO2C/uT2PnPjslJ+95ewnh1A82SvP6W/sf0fu7KmHiCTHnnOUVKXYloACdWzXX1yVHnAlohTEXlvCdRL1i7CZWJoQrnECdVgifjOhNJ3EalvCOjrDRTIwogRgrTjBmkGbgBVYx0TswhokPyJ3WaIsgDIWEwMpFiFWviXiV2NBElaSgB32HqDbt29fE3/bpuUTpYD8sC7Jk3Ja1zNBM5566imTHIDhHnGoKbNVDABEVjIzcHPIhb1ORDWUGvKw1iwhNLFSCYnptPYIk0qwET4BSIDGl4hEBnDCMxY+oIASddVVV5lgLVioTiJ/WzcoC0QrIxoZhKeCgz+I4e0P5KkDwnzaYCLwBG+UHflbAggBICffyAKgI7AJ9UgdIyPeR9vh1C2UKGRog5OQH8CNFe+sa56jfnkGuVtFg/RERSN4DZ8W/G25qHObN8/zHAoNoOmblmcAWsoJAcYAMITySTQ0iPwIAkPoVb6jBJEWMLZ1SVx4Au5Y5YNAPUSpg5A9kfBCVR7MQ/rPlRJQoHZltXivUAz6AADAATGwArhDhgwxQOJrFXAfEMOSsNaFlVpSUpIZ9MmLAY0/QksC/Ax6AJMFN45fZGDD+gJEsGSImEXYSo5ghKx1A4ByrXXr1hUWKHG6sXzYM8szKAMMzATR4JAG0hK5y0mACZY39/EY8F4UBAhrFI8BRJQrrCv25BI5i/jbEGBBbGwicnGQBeVCHgzihC/luEoiawGWxJ8mHXKyYU0BbfYNE7EMqxcrF5k5iZjexKpu0aKFyQMeSYNbnjjiHANambscMEUeVs5YhXhM8Goga18CGOEJPgBr5IiFSkQ2+KEOAUBCi8IndYIShKsdmQFwhOukzLiTiQzGwSIoLtQNwElkMns+NIeWoJghfyKu2UM5aAsoDCiNyNYeoIIbmjIRR52DOJzgh5JFXRKNju8c5Ul5kDcgiiwDEXLhfciSM7T5bpUsgJx6QjZ4HGhXKGEW1MmT9kj5SYNiSDmIfgcB1LR1lA+l2JaAAnVs11/clB4LiYHRd+8poTcZTC0xYBH1iQENl6G/IBVYPBwEQRoGKkCG2NcAFNYXCgHzg1jn3APQATZOqmLAgwBF3OAARN26dStCQ1oXLdYzeRBakwEWwoXM4AwPHFLB4A75WlQ8R3xpex8FAjCmPITNxMLDvc4BDxboOHQCYIUAKwCMssA/oA9A4AkAxPgO4AHOgBmEQsKgj+VH8BbmNCHc0TzPuy0BEACxnWvH6rfvsKE+nVaufc5+onThWbD82euAN0BtXbn2Op8oZAAtsgMQbRQ4wBnAR2aAKwAIfxB1iWsbKxLiWWJtWw8L4VAtALMPHqWFOVzqjjZglROULZQBCGUB2aIY4oWh/UCUmzqy5KxTvA3UFXkjXw5esbHIeSenkQUiPEjIGuCnrJTZEt4J2gPz35aoX2LKO4kwsJywhmJi2y/3qTfeT1tQim0JKFDHdv3FTekBIQ6ccBKDJXN4zrjZDNIAI2DMnBwDt+9A1LNnTzNA4bLFgsYlzECKqxPCisQaB7gZyCAWgTkjSZE3ljDz3wyk1irBGmTwxo0KwGLNWWLAtHOsWGYADEDiq3wwIAOidrDHSgOEADhAFHDGzeksD1YabmCeAcisS5lB2x5sAeDY4yQZsDmdCsWBfAAzwI4zsrHOAXkIHnwPjmChHtamTYMcsG4hXNhYbYEIaw55WferMx1WKsqMP6Lc8EKdoWDZxXR88tuWiXpzEuW0CgGgjvzwJLDYCm+EXb8A6CFz0iAP3OKWUFaQIdY5rmYbY526c3ohUAJQHH0XEaLoAfAodYAj9UM7pd5pK+PGjbOvqvjkPu9FUbQeIUAbD4wl3OY8bxUbwBx+kQVE/tQ5dYPVTl8gfrxVunChB5K3fYd+xoYEFKhjo57ivpQMlACsk7CYGPTs4jLnPb4zAGLtWhC197E4sbotYeU4Xa4MbLg0GfTswhuAGRCDsBaxCDnggcMknK5GrF2sW5QIQNpaSygPHDaBUmCJuVisfmuZ2uss/sF9CjFgMxgzR4y1ytw6eQPMzJ9CuIKxlgAgrCuA0AIZFpbNC3cwygfE/DPKCYoK89S8BwIQkQ8EsDDHb5ULc1HEuGHJC7JWPqACAXKBFtxhUaL4WDmaBxz/uGctfMdl8xUlhzlm6sMqT9zA+qUN4MrGqt+6dWvFowArwGytSPJmoRV8AdDkY0EOcMNahR/qD+veEtd5FvkiD/KFsKCdq6ZR0vCgWHnb55kftwobQMkfRLvFi+G0iLkOwALKPGPnqbmOooriZIk6sPPVXKMdIwvrzUBWtAW7kwE5oEzY8qOQ+tatzVs/Y0sCCtSxVV9xWVpABIvPbs1hoGUQwirDHU2sbRaTYcUC5gxIWFYMqszjWhBCOLg4GaycYIGVg1VmBzTmMH/+85+buVuewSLnGQDZWuoMkuSLFegEfcpirRQGZKw2ttewgveiiy4yFhu/sXhZ/W3nD50VB1CgOJAGS/qee+4xZcA9bS1X5p3xJgD23CdvBnjmWFEwKBtWIzKwq8wZxMkDOQH6gBafWNJ22w6AxJw4ViNgceqpp1Ys4LJlJD/meklDHTAnzaIlyFptKCZOuXMMJO5X+MLty1SGnYuGB97L/DnghwLkJOZkcfEClCgWeCJQOCg7POEWp02gPFHfyA2gBbB4Hyd1AejMtZMeog6wjvkErFGomG+HmEpBpkwv4GJHOWIxFtvzqE+INoGcUcwAfRYMooQhF9+5eeRoARZghlcIOZKf9ZxwDS8F7YejSmnL8Mb0BbIEVPF28B6sefgF7LGkSYOXhZPPaAMAPHVi6xL504eQL3lR3+yIANyVYl8CCtSxX4dxwQHuV2tRYyFjyWD9AZKAGS5RgJY0WL+kZ2D1dXvzLK5aO/+IcABf55YgBkGAzy7aAfAYMFkABkACBtZqQSFg9bMl3Od2lTCDKHPZuCsBDixnBmJAhnwABl9XLW5TrGUsJUCZZ+0ctwUD3oULGcWBwRlFw87F836bJx4HBm27MhkXMNYhAMdgjXzwVGCp2cVqWFssLsOjwLPk7VwYxbv5jdyRM3yh9NgVzZQDRcPmZ+UCUFBWQJN6gz9r/fIegAy5co/yOQlZM71hPSN8x1OA/Hi/VQgAY8CIaRJbn+RFWgCXuWl7PCUubgAZ7wXf8VjY6QKmGFCyqCNAlkM5IGRr3cq0NfIDwGk/tDfkgTKJwuQkAJM2Qjkpu7WgUTxsXdn0KBwsFkQOKFXUBYojYI6SyTUsbcrN8xD1yzO466kXlCfc5XheAHe8EbQlPB3WLQ9/9qhR+279jF0JKFDHbt3FVckZxJ1zspUxZ+fgKksT6B5uZFzCgKI/svOy/u5V5VqgfLBucVcChk5Lqyp5V5bWN0/KwYDuSxb8fK87f/t7jvuhPOvMpzrf4SPQe3yv+/52vs9XHs57voDrvOf7nXwCycM3bU1/V6VcvMu3jpkzx5K3WxprWh59PvoSUKCOfh1oCX4IbuI7l1sbgsHisS722sg/WJ7MtWLRVwYgwfLQ+yqByiSAZ8B6FipLp/diRwIRB2rcjLiG/FlFuIVw6dgjBXE7sVoT1yCuTLtIInbEqyVVCagEVAIqAZVAzSQQUaAm4AH7FVnYw7yS3SMKCyyOwPXJ4hBWK7LghIUgLPpgTowVtWxjUVIJqARUAioBlYCXJBBRoGZPInsZt2zZInXq1DlhmwfWMqsrWfhx1llnmcUouAeZywPgCSLAnkEllYBKQCWgElAJeEkCEQNqQJfIUzY8Ihv9fQNcELuYVbDE52WexRKreP/85z9XrNK11/19srCEFZu40b3yB79e5Nkr9Wv59Fodw7fy7I1xzIv1XJXFiREDalYmstrWBktg76IvUBNdhyDygDJbFiCYYe+iM2KPP4C219jqwZw2ljnf4/0PPtk3y59XeKZOWbPA9qp4r18nf17jmW1J7AMmuItTDvH8HV69xrOt53iuV1/eGK/tdkSLXZV9RgyoKQTzzez5o4BElGJPLJv72bvIHDX7QiEsbwJQQESfIm4z21pCIQYzhOAlYtGdlZ1X+Ga/qO8e6njn3Ws844VjgPPSCnkMExTQyracxVs7x4izMQ3ijbdA/LComnE7VIooUBMYgKhDRN9hnx+aFAEZCGnI/DQb/YkjTEQlgjfQWImE5IyLHIwxG8EqWLp4uu9VoLbhIeOpLivjBaD2Es+AFkBdFRdhZfKLhXsWtLyknLADyGvKiauBmo5CFCCiCdkIOmzHspGZWDRG9CF7pi1ATcQfYhWHSgrUoUoqttN5DbSoLa/xrEAd23001NIrUAeXVEQt6uDFqXkKBeqayzAWcvAaaFEnXuNZgToWemLNy6hAHVyGCtTBZeT6FOr6dn0VhaWACtRhEaOrM4mW6/vo0XJZtmmvrN0euvcyXIJUoA4uSQXq4DJyfQoFatdXUVgKqEAdFjG6OpNoAHXZ0XJ5/8upck7TDnLePW9K/7EL5IdTUSMiKwXq4GJWoA4uI9enUKB2fRWFpYAK1GERo6sziQZQr96WIH+6u6P8vtHrcnrDtnLZo11k/8GsiMlJgTq4qBWog8vI9SkUqF1fRWEpoAJ1WMTo6kyiAdQbdiXJ+fe+KWc0bCu/u/1VufLx9yQxVYG6NhuK61d91ybz5K2LyWpbwu7I32ughdS9xrMuJotMXys/dkz6jJknlz3aWf76RFf5ZuaKyLz4h7eoRR1c3GpRB5eR61OoRe36KgpLARWowyJGV2cSDYvaCuRgZq6kZR0POmWvReJTgTq4lBWog8vI9SkUqF1fRWEpoAJ1WMTo6kyiCdTREowCdXDJK1AHl5HrUyhQu76KwlJABeqwiNHVmShQu7p6wlY4naM+cEBjfYetObk3I6+BFjXhNZ51jtq9/S+cJVOLOrg01aIOLiPXp1CL2vVVFJYCKlCHRYyuzkQtaldXT9gKpxa1WtRha0xuzshroEVdeI1ntajd3APDVza1qIPLUi3q4DJyfQq1qF1fRWEpoAJ1WMTo6kzUonZ19YStcGpRq0Udtsbk5oy8BlrUhdd4VovazT0wfGVTizq4LNWiDi4j16dQi9r1VRSWAipQh0WMrs5ELWpXV0/YCqcWtVrUYWtMbs7Ia6BFXXiNZ7Wo3dwDw1e2aFnU2XmHZdbyLbJlb0r4mAkxJwVqBeoQm0psJ/MaaFFbXuNZgTq2+2iopY8GUKdm5cqDbwyQsxq/Lpc/1kWmLd0UanHDks7VQE2FDB48WF555RUZP368HHOcpVZaWirffPONudenTx8pLCyUjIwM+eCDD6Rly5by6quvyvbt24MKSWN9BxVRXCTwGmhRaV7jWYE6LrpqUCaiAdT9xy2QU25tLXXubC+n3NJaHu44SDjuM1LkaqAGgC+99FJ58803pU6dOjJ58uQKuaSkpEjXrl2lV69ecuqpp0q/fv1kw4YNctFFF0nfvn1l7NixcvDgwYr0gb4oUAeSTHxd9xpoUXte41mBOr76bCBuogHUQ6Ysk9/e1sYc7XlS/VbyZKfBcrT8WKAihv26q4G6UaNG0rFjR8P01VdfLa1bt64QQHl5uWBV79mzR+rVqyfDhg2TdevWycUXX2wAPT8/vyJtZV8AakDfS5Sbmyuhyide5JKdnW3aS7zwEwofXuMZj1tmZuYJnrdQ5BTLaRgH09LSYpmFKpcdhSzSPOcXlUr7PuPlisffkzvb9JHV2xKrXO6aPFBUVCQsAg6VIrbqm8q49tprpUePHqZsTZs2lRYtWpxQzt69extL+5xzzjEgnZiYKA8++KDceOONxrJ2WuAnPOj4kZycLDt37jRCwAKJ9z8Gb3hGOeF7vPNr+UMhS09P9wy/8E09e4lnQDopKcmAta33eP+E54SEBMnKyvJM22aKM9I85+fmmna1futu2ZNwQPLzciMqb7zDjNehUsSAGk2xfv368s4775iy3XDDDfL6669LSUmJ5OUdP1oNLWPv3r0G0Bs0aFDBA5Z23bp1DWhXXAzwhQEcqxzXAlamF/5SU1ONRuoFXi2PNHQGM/vbC5/wDFB5gVd4xFOEcmI9Rl7gGysL5cRLPANY8AwORLKOCw8fltKSIikuKpSCCGMFyokrgRpcfffdd+WSSy4xc9F/+tOfZNGiRWah2PPPPy8bN2401vaoUaPkggsukObNm8uyZcuEee3+/fsbS5v562Ckru9gEoqP+zRylDwvkdd4Vte3N1p3NFzf0ZYsi6Vd6fpGMAw0rOJ+8sknzeIwrg0cOND8Ueju3bube926dTMaJVrWG2+8IU899ZQMHz5cWHQQjABqtHAvEbKzXgmv8I1lWVxc7BV2DZ9e41kXk3mjeUdjMVm0JevqxWSREI4CdSSkHP13eA20kLjXeFagjn4/i0QJFKiDSzlic9TBixKeFArU4ZGj23PxGmhRH17jWYHa7b0wPOVToA4uRwXq4DJyfQp1fbu+isJSQAXqsIjR1ZlorG9XV0/YCqeub52jDltjcnNGXgMt6sJrPKtF7eYeGL6yqUUdXJZqUQeXketTqEXt+ioKSwEVqMMiRldnoha1q6snbIVTi1ot6rA1Jjdn5DXQoi6ixXN5+TEpLgm+4yLc7UUt6nBL1J35qUUdvF7Uog4uI9enUIva9VUUlgJGA6i37T8oT3cZIk1a9ZZvZqwICx+hZqJAHaqkYjudAnXw+lOgDi4j16dQoHZ9FYWlgJEG6pIjZfJU58Hym5tbyqm3tpHz7nlTlm7cExZeQslEgToUKcV+GgXq4HWoQB1cRq5PoUDt+ioKSwEjDdTZ+Yflxn92l9MbtJVzmr4hpzV4NaJWtQJ1WJqN6zNRoA5eRQrUwWXk+hQK1K6vorAUMNJAfbS8XLoNnS6/b/SanHxLK2n48qeyNzkjLLyEkokCdShSiv00CtTB61CBOriMXJ9Cgdr1VRSWAkYaqCl0UXGpTF60UQZPXhJRkObdCtRhaTauzyRaQF16pEwOF5dGRT666ltXfUel4UX6pdEArUjz6Ps+r/GsQO3bAuLzdySAOjUrV1IycqW49IgMmbJUDqRly6J1u+SNPuOjct65ArUCdXz2Zh+uvAZasO81nhWofRp9nP4MN1Bv258qBzNz5UD6IXlnwCTJzC2Qz0bNkQ59xkthcal8OHi6bNmTIlm5BbJmW4KIHIu4ZBWoFagj3uii8UKvgRYy9hrPCtTR6FmRf2dVgRqwPVxUIkfKjsr0pZuNpQzgAspM1XT9apqMnLVK0rPzpdvQGZKRky8HM3NkV1J65JkL8EYFagXqAE0jvi57DbSoPa/xrEAdX302EDflR49Kelqa39sZ2fmSe7hI8gqKZPDkpXIo97CMmLFCOg+aLIXFJdKqx2iZt2aHsaDHzV8rJUeOSHZeoeQWFPnNzy0XFagVqN3SFmu1HF4DLYTpNZ4VqGu1C7km86NlZXIoM0N2JaZJdn6h7ExIk54jZktBUYm89+VU6f3tXDmUd1g69psg+w9mmUWNyzftNeVnZ0L5sci7rmsqPAVqBeqatqGYeN5roEWleI1nBeqY6IohF7L0yFEhHC2u60kLN0h23mFZuWWfPN15iLzy0dfS4OVPZf6aHZKUdkh6jZ4r+YXFkpCaZcDZviT2INmW/MRP1wP1sWPHJD3d/1yBvcechaXS0tKA6W0a56eeR+2URvx+9xpoUZNe41mBOnb7b2pWngFaXNejZ6+WopJS6TNmvnwy8ntjNT/73lBZvzNJPhg8XX51w8ty6m1t5Px7iXy3O3aZrkLJIwLUubm5kpKSIgcPHqz4S01NlczMTMnLywu43D0hIUGaNWsm1157rbzwwguSnZ1dwRp5tmzZUurXry933nmn7Ny5U3bv3i1PPPGE3HzzzfL4448LIByMFKiDSSg+7nsNtKg1r/GsQO3+vnrk6FHZuOuAcVMTXvajYTOlqPiIdPh8nIyctVKS03Ok8xdTJCe/UDbvSflhlbUYqzr/cLHc9lJPOaPha/Knf3SUU25pLX2/m+9+psNQwogAdffu3eXGG2+UBg0aSMOGDaVp06Zy7733yiWXXCLXX399QAu4TZs2ctNNN8msWbPk97//vXz++ecVLGdlZcmMGTNkw4YNcsYZZ8i7774rSUlJsnjxYpk8ebL87Gc/kwEDBlSkD/RFgTqQZOLrOqBVUlISX0wF4cZrPJeXl0tGRobw6RVCOcHowbvoFsJVzQpr5oxxTZeWlsnUJZtk6NRl5lrz94fJqq37Zc32RLPKmhjxu5My5ED6j4aYP17gkH3Mp97a+geL+i1ZsG6Xv6Rxd62wsFAIVBUqVSsyGZbxqlWrZOPGjbJr1y6ZN2+e3HPPPfKrX/1KWrVqJRTCl+hsWMbdunUzt2677Tb517/+dUIyrOiePXvKxRdfLDNnzjT3li1bJq+99prUq1dPNm3adEJ6fz8Aav54n1f+8EzgkfAKv/CJYkc7ixTPduDckZAqizfsNhYB7S9S748Gz5Hkzd+7mAJjmoxPf/fj8RpTfXgqOZe6NvijHR87Vl6hCNh2bdtyZk6BlJQeMQu7RsxcKUXFJfJ2/wkyaMJCSU7PlufeHyb7UzJl9bb9Mm3JJlPGpNQsKSj8cZU1+VuCB34H4iUrp0A+HDxNmr01UMbNXWOi0QVKG0/X8/Pzax+obSXwOXbsWLn99tulSZMmsmDBAuetE77T8HB59+jRw1zHvY3720kjRoyQO+64Qy644AIZPXq0udW1a1e54YYb5LLLLpOFCxc6k/v9npycLNu3bzcDOdp4vP8x3YDnAeWE7/HOr+UvMTHRWB6R4Jl35BzKksETF0i9hzvJ2Y3bybNdvpLd+5Ik+1BWxGQOzwziVgbx/pmWliYYBYB1vPNq+YPn/fv3h4VnlNnMzAw5lJUlh/NzK8YHfh9ITpH5KzZK8sFUmTxvlfT7drakpqXJy92/kUnzVsuCVZuk1ccjZH9Sskyct0JmLVlr8kk6kCJpaemSm5MtebnZpl74npV1fOypan/Myc6WnOwsSUpMkLyc7IoyWnnE4ycyYrx2Tv36BTPHxWpZ1DyPFY3LG/c3YB0Kkb5FixbGZfmXv/zFWNe4urGaCwoKpKjouFZ2yy23yJVXXlmhcVBZp512mjzyyCNBX4MAGNBwIaEcxPsffOISpdK9wjN1SmNnnicSPPOOzOw8afDyJ/K729vIH5q0lzPveE2+nb1Kyssj184iyXO0+w0yZ2oD4OIzEvXsBp6Li4vN+h8s62A8c//o0TLzR3QtftsoW1wvLik17TMtM0dmLd9srOMB4+bLiBnL5WBmtjzy5kDZvPuAzF+zXfqPXSAlpaWyZU+yCQ6C9XqkrEzYOmUJ+cix8opy8Y6ayowyl5QUS2rqQeM5qWl+sfA8PLOWq9Zd3//+97/lF7/4hdx1113y/fffy7Zt22Tt2rWyfPlyWb9+vdDI/BFWMi5sAJu5arTlRx99VB5++GHZvHmzAfHnnnvOpGE+mXMFqwAAIABJREFUeu7cufLPf/5THnvsMalbt25ICgFAzUI3LxFub1wpXqJIz9fmF5bIP17ra06RAqTPatzOHFYRSZlHmudI8ubvXYAFSjqfXiEG8arOUbPlidXVR8uPyfb9qSZaV2nZURMyk8hd2/YflOc//FoO5RXK7JXbZO7q7SZoJnPIzCdHmwBXePYSRWSO+q233pLLL79cHnjgAbn77rulcePG5o9556eeespYO4GEztz2d999J7ioISxq5rrpjNwDzNetW2fuoV0C1mPGjDErwAPl6bwOUNu8ndfj+buenhWZ2v1+1Tap/0IPqfdQJ3m7/yQTxjAybz7+FoCaPuEVArQAaj69QoBWRnp6xRyyL98s6Nq0O9ks7mIvMluf8g4Xyb8+GmlWVS9ct8sECcEanrd6uxD3mnloVl0D6G6kqoYQdSMPVS1TRFZ9Awy8CFe17x8DiXOBQlUZqGl6BeqaSjA2no8WaBHCcF9KZlSEFC2eo8KsR4+5xNWckHh8MSyxqlm0VXb0qPQft1Dmr9lpLOb72/eXxNRsGT9/vQyauEiOHi2XdTuTDBhHq65q8l4F6uDSq/IcNZbvO++8Y+aVg2cf+RReBOr8/Dw5XFAQeWFH8Y1eAy1E7TWe492iBmAJjYlhs2zTHpm+bLMcLTsqr/YcafYbA9Lte4+V4pIjMmH+Olm2aa+UHS2X3QfSXeGyDlf3V6AOLskqAzWdh+Aj06ZNC557FFJ4Eagzsw6Z7VlREHfUXuk10ELQXuM5noAa9zSnN+F8nrJ4oyzZsEdSMnLkmS5D5EDaIRMc5P2vphmLmdXWx49fFLNPOWqdLEIvVqAOLugqAzVZEi3smmuuMYDNSmz7d//995u90WwLiBZ5DainLd0sD3boL83fG2LmqKIl90i/12ughXy9xnOsAbWdA96bkinrdiSa/chdvphi9t2v3pYgBAYBsInYNXnRRjly5Kis2LzPrHUgvgkLv655pptcdP9b0uztL82JUJHuV9F4nwJ1cKlXGahx07BgjNXa7HHu3LlzxR8u8c8++8wsPQ/+6tpJ4SWg3rg7Weo90kl+e1sbOal+K3m446CKQBy1I1335Oo10ELyXuPZrUDNSums3AJjHRM2E7BlsVa73uNkz4EMmTB/vbT/fJyUlJbJwAmLTNQuntmbnGnmk/31IqYUH3vrC9OP6zTtIL+p31L6eCScpgK1vxZx4rUqAzWdh+1ShAF1I3kJqJm3Ou32V+Wcph3kjDvayl+f6CqpWblurJawl8lroIUAvcazG4CaYxdZPIi1/PX0FSZMptnu9MHXkpl7WAZNWPzDHuQymbJoo+l/ADQnQ1WFAOrm7w+VX9/8ipzdpJ2ccmtrGTJlaVWyiNm0CtTBq67KQE2D+vjjjysN56mrvoMLPhwpkjNypFHLXvK721+V0xu2NRo9MXm9QF4DLerUazxHAqgZq9hzDO1NzpCdiWlSUFgiHw6ZbuaUZyzdLP/sOkwKi0vM0YuzV2w1J0FxHjLHNkLhGu/W7zwgjVr1kroPvC2vfDxK8gp+DMtpXhSn/xSog1dslYHaZrly5UoZNGhQxf5mtmkNHjzYhAWN5uZ1L1nU1MW+lCz5eNh0GThuvuQU/DTGuq2vePv0GmhRf17jOdxAXXqkTHJ/AL9ZK7bKhp1JkpqZJ69+MsYEDBk2dbl0Hz7TuKcHT15qzkXGZb0rMS1sYBysH6Zl5cri1ZtNVLFgaePlvgJ18JqsFlATjez888830cKI8z106FATSpSoY8xZR/NUI68BNVVcUnRYjpR4Q/u2TdproAXfXuO5JkCN65lpIKzeUbNXSWLaIVm4bqdwDjILujp9MVmGTVtu1nSMn79O8g4XG0uZk6LwVPUbu8C4tNk3H1k6JjmHorNPP7J8/vg2BeofZRHoW5WBGjfP888/L4QRJT43p13VqVPHHFnJQBJt8iJQ5+bmSH5eXrRFH9H3ew20EK7XeGaajchkztOY/DWyjbuTzd5iwmi+PWCiOV5x3Ny10uXLqWYPcvevZxvrOTMn3wQNOVJGHOuj5s83v8NFJfJQx4FmjpjzkZ/qNNgAu2+62vptw2nCu1dIgTp4TVcZqGlIxN8mrjfEedH8dgt5Eag1hKhbWl/tlsNrQI00OZ3scGGx5Bcej3i4aP0uSUw9JFv3psjb/SearU1dBk2RHt/MNlbxx1/PNvdz8ovMZ1VrhHniPzRpJ//TtIP84c725pOtVpEiBepISTq676n1EKJY1AQ8uf766+WZZ56RW2+9VS688EJp1qyZPPTQQ/LKK6+YIyajJQYF6mhJPrLv9SJoeYFnrGLORGZBV7/v5snGbbtlwvy18nqv4xG6Phg8TVjQRbrv5q41FnN2XmGVV1kHaq3ph/Lklhd7yG9ubim/vqmlNGr5mXBmcqRIgTpSko7ue2odqGFv/vz58uGHHxr3N+dLs3f6o48+kg8++ED69+9vXOLREoMCdbQkH9n3egG0fCUaDzyXHztWcRoW25xSs/JMhK6Pv5llLOLPv50n3YfPMhZ020++lfnLN0hKRras3LLPLOgihObRWnYLr9q6X57sNFie6zpctuyN7El8CtS+rT4+f0cEqN0sOgVqN9dO+MoWD6BVVWnEGs/FpUfMYi1iWs9cvsVYwUs27Ja3+0+Q4tIy6fD5OBOlK+1QnvQcMdvEvU7JzJH9KccjGx4rL5fMzIyqiimm0ytQx3T1hVx4BWo95jLkxhLLCWMNtMIhazfzzEItFmKxSnro1GVmG9TgyUuk86ApUlRyRFr1GC0rt+yX/QezZNy8dSaASFbuYWM5B5INi8gyPXjMJdtbdTFZoFYRH9cVqBWo46MlB+HCzaAVpOjVvh1Nnm1QDz7X7kgUQHZ7Qqp8NmqOAeKPhs2UkTNXSlpWngmfyUETOxNShRCbUFFJqRw5WrWVzDXZnlVtIUf5QbWoo1wBEXp9rQM1e6TR+Phj6wQHcDh/Z2ZmCo0tWqSu72hJPrLvjSZoRZbTH98WKZ5xWbN9ieMVF67bZU5wmrxogwkGUlBYbLYscQIU1jFAzd5j9imHO3ytAvWPdR/P33R7VvDarfL2rFWrVkmjRo2kadOm0rBhQ7nyyisrfvOdleD5+fkB37xlyxb59ttvJSEh4Sdptm/fLqNHj5Z169ZV3EMxWLBggezfv7/iWmVfFKgrk0783IsUaLlJYrXB88HMXAO0SamH5MtJS4x13H/sAhk0YZE5aKLtZ2NMaE22KH03Z41xyR5Iz4lIeEsFaje1vtoriwJ1cNlWGagJcrJt2zbz17x5c3OsJQC7c+dOYQX4vffeG3DV99y5c+XSSy+Vv//973LFFVecEC88LS3NHPZx8803y9lnny1TpkwR3AMEVznppJOkV69ewbkREQXqkMQU84lqA7TcLpTq8cwJyCKslt6VlGZAGdAdOmWZidr10kcjZPTs1SbG9Yv/HiGZuQXGpb15T7J5jvnl2l5lHUjuCtSBJBNf1xWog9dnlYHaZpmbm2uOu+TTSRyBOW3aNOeliu/ss3722WelsLDQhB99++23K+4RKxxLnEo799xzpUuXLgaoCVcKqHfr1q0ibWVfAOqUlMhuqaisPJG4Rx1U5sWIRBki/Y7s7OyohqqNNL+8D55LS0sCvhpXNaBKsI85q7aZwyY48anvdwvM1qeXu4+UDbsOCJG8OH6RM5C37D0oyZk5AfOM5g0WVDGV5qWFVSgnGC12TUA05R+pd9t5+Ui9zw3vAQMJVBUqVRuosXYffPBB6dixo7GmcWWPGjVKrrrqqoqoZc5C0AAJkoLVDTVp0sQc4OFMM27cOONOJ4742rVrK27Vr1+/SkCNm7y0tFSKi4vj/o+pAbtWgO9e4BkeGczy8vLill/qsqTkePs9Vl5mlBK2KhUVHjY8H8zIkcLCItm2L1lGz14l+QWHpfOgSTJq5grZtjdJHntzgOxPTpM5KzbLd9+vlOKSYtmfnC7ZOXly5EiplB053j/Iu+zIEZMnSoCb2g9jzMGDB43C7qZy1WZZ4Bljg4G8Nt/jprzx0iYnJwvGmpvKVZtlwTsWEaAGRdesWSP33Xef3HbbbeZQjptuukkGDhxYAbDOLxaoiREOMb/98ssvO5PIhg0bTPAU5rpbt25dcY98OVozFKLCd+zYIViZCCPe/7Cy4BkvAt/jnV/LX1JSkgHreOA5NydHsrMPCTHbiwsLTD3CV05OtqSmpcuSNVskLT1DxsxcIv1Gz5YDKWnydKcvZcqC1bJw9VZp33usJB9MkznLN8nyDTsk+9AhSTiQYhZ6FhbkSdHhfNMu8vNyTZ7I0O1yo3xY04mJiebT7eW17bImn5ZnjB549wrPGBrwzMLkmsgvVp6lXu14HQqmkabaFrXzBQgazRe3dWWE27tBgwaybNky494ePny4DBkyxBzogRbJIjIspWuuuUZuuOEG4/KCocsuu0zatGkTkntX56grq4H4uUenROONB7JniBMWk+1MzCf3HTPfnPpEOM2nOg+RPckZMmXhWhk0YaFxi27em2K2SMF/tOaQa1v2uLwZW7zm+mYXjbq+a7t1RTd/PCe1alFjqRIqFKuVFdpYxe3atTN/WMGdOnUKWICNGzcaC5yjMTt06GDc0zzDH+5q8rr77rvl/vvvl9WrVxvwb9GihQFurGpAPRgpUAeTUHzcj0WgBlBTMnIMsG7anSxTl2yS0rIyeXfgZFm+aa9s3HVAXvjwG7PaetLC9TJz+VYTGIQzx1nUhUVcfjR6Wx8j3XLwwgHUfHqF7Hytl5QTXUwWvHVX2aJm0RKxvfft22e2TQHauLP543u/fv0qtXyZO8atY+n4XNzxBTJYSFjUdh82n3RUNA/cIr4L12wezk8Faqc04ve724GavchJaYcMKHPe8aSFG4RQmfe372+OXCSk5jv9J5n9yljRSWnZZnEXZyUHsqbgmXlrr5ACtTdqWoE6eD1XGahtlgAs263cRgrUbquR2imPG4C6pPS4dZtwMEuIYV129Kj0GjVH5q7abvYev/zRSOOe/vb71TJ82nKzCptjGonqBZWXH986FaqE3MBzqGUNRzoF6nBI0f15KFAHr6NqAzWWLtut2EPtJlKgdlNt1F5ZIglazBnnFhQJsLpuR5Is3bjbbHdq1XO02e40c9kWc9IS7ukJ89fLis37fggMkm3mm8MlhUjyHK4y1yQfBeqaSC92nlWgDl5X1QZq3HPMM1977bXSt29fGTp0qAwaNMjMW7PcPlqkQB0tyUf2vbUFWgDyngPpxtr9ZsZKmb9mp+w/mClPdx5i3NPj56+Xz7+da1zWExesl8TUQwaMD+Udt5JrUwq1xXNtlrkmeStQ10R6sfOsAnXwuqo2UJP1559/Lizy+sc//mEWgLE3mhCiWNvRIgXqaEk+su+tLmihYFqXM7GqicDFIq9uQ2fI+p1JsmTjHnm2y1ApLC6Rz8fMlzFz1khJ6RFZvS3BxLwmSEhZWXQWN7GNiyknr5ACtTdqGqBOT0/3BrM/cFnrq74DSdMtqxQVqAPVUHxdDwWoS4+UmTOO4Xzxht1mEVf6oTxp2WO0MK88ctYqad97nBwpK5MvJi4WVmJzVOOuxPSAC7qiKUV4lvLoKAnR4FuBuvpSD6TQ+V73/c0bfcfyQIsbA5UO4PXNw6Z1Xrfvpp7ZR40nlmvONPa5ePuMKFATaOOll14S4nPfeOON8sQTTwiHbkSTFKijKf3IvbsgP09KHPuo8wqLzSItrOMB4xfJuu2JBpixjnFL9/1uvgyZutRsc+Lkp6ycAik5Uma2QkWu1NV7EzxxYMZdr/aWrl9NrfQM5+q9wZ1PKVBXvV4AVRb5Mh05efLkih00zuuco8COmvnz55tdOvy2YDx27FiZPXu2+b1582YZPHiwCbwSakn27NkjX375pZkKdXpWCfLB9lryhIilwVTpd999Z3bzEJXym2++MeVesWJFqK+L2XQRA2rCvRHX+8477zTRyKgEApoA2KGedFUbUlagrg2pRj9PBhIbGGRHQqosX79NMrNzpcc3s83c8eTFG+X13mOFbVEfDJkus1dslfzDxbJo3S5zXCPPH63iecjR5/p4CSYuXC9/aNJeTrm1tfn7cOh0s7DNLeWrrXIoUB+XLGMaFieWJot3rSUKEBKhj/t2XdDevXsNABI0pU+fPkLsCojrX331lTmSGICcOHGiCfnMdlhAHYAlTefOnWXSpEkGyJcsWWLywC3NllruA7i7d+/2W+VY0gA7MTbmzZt3wpkPPEP46KVLl5pnyZMtvp9++ql5N+Vl+y1ltmDu9yVxcjFiQE0jadasmQn55pTdI488Imhl0SIF6mhJPnzvZZU1gMsqaxZz7U5Kl+37U+W594eZvch9vpsnHXqNlrz8AmNpJqQeMlbmvpQf9+eHrzTRz+n9r6bKyfVbybl3d5RTb2sjD78xMKyryaPPof8SKFAflwsnE44fP96ECh4zZkyFlYxVCqhiEQPkENYovyGeATAhjieePn26+c6hSRxyhEUNTZgwweQzc+ZMc42DkCyRB2BOLAtAmD+70wernIiUgDfE54ABA4xCgbHGs06aM2dOBVATF4MFyCgJADSKxtatW+Xrr7/2RICbWgdqtCaEDFC3atXKLCizcWmpYLZsoXlFixSooyX56r03LStPktNzpLi0TAZPXios8Fq1db90+HycFJWUStevpsm4eWvlUG6BDJ26zLiqmUfes/+AHCktrd5LY+ypeWt2SN2H3pWTb2klZzduJwPHL4wxDqpXXAXq43LDgsb4wT0MOEN4iLCWFy1aJFi+ACbE+QtEjIRwJdv069evrzCgcDdjudpTDgH//v37y8iRI4XvvXv3rgguBdjaAFWANCce4k2FCH6Fm5wzGiDAlnwIXIVVjQLgJFzyK1euNJfwDnCoDlY+PADWvNt6AJzPxeP3WgdqKv66664z89KXX365nHHGGeZULOap//CHPxjXdygRxGpL+ArUtSXZmueLZZyamSepWbnS5YspkpVbIP3HLZDXPhtrQLnTwMmyZnuCOaYRsGZulgVh1uXtLEFeXm7cxPp28hXoOy78jn3Gyti5a/zKI9BzsXxdgfrH2gPk3njjDWMkcRWgBpxxH/MH6EEsOMRKBWABQVzjGFB84vLmOpYsrmiAFzDlk8NPGDuxurkPkACaRJzE8t61a5dxl2OtA6z+iDKR34gRI4RzHLCQsfApH65uFADexfkNuMCxsCkrFvq2bdvMPasE+Ms/nq7VOlCjXaFFzZo1y4QQ5SCNxYsXmwUMuFmomGgelqBAHb3mzHnIhcWlxi1LiEzCYq7dnigd+ow3q6nZAjVkylLJzj8sPUfMlszcfAPaOxPTqlzoUFZ9VzlTlz/AyVoi5S4vZfiKp0D9oyyxmlmkFQoB4IzJeD7tvDayBCy5bhd52XTWYiZvjtfkOUB306ZNxlrHGmdcxf3N2A6oByKAFgyw7nFc4LjEeRc8LF++3JQDVz1lsS573PsoE16hWgdqpyDZR/3ee++5SsAK1M4aqr3vOfmFZl64oLBYvpy4WNKz82XcvHXydv+JBqzbfPKtWdCVnJFj9iITtSu3oND8haNUXgRqjsKMphIcjnqrSh4K1D9KC1cylmg8UjT3URcURWc7WESBGjfIww8/LJyGxYpv5kQAymiSAnX4pI9WDW3dd9C4qfclZ8qno+bI4cJi6T58lnwy4nsDvG/0GS9YxSzq4oAJHmMxGIvCaou8CNRe41mBurZ6j7vyBagjfbQnnr9uQ6bLNc90k2Zvfylb9kZWCYooUNvqxlXCaj3OjT799NPl0UcfNXMV0ZhvUKC2tRL6Z2nZUbN1iQhc05ZsNvuO2d70Zt8JBnA79h0v7D1OTs+WXqPnSl5BkTkZyq6yBtCrdrxE6GULlNJroIUcvMazAnWg1l/16/ZEwqo/WftPRAOoR85aKac3bCtnNGwrv7m5pTz/wfCKiIW1z7GYNQC1eh61kwkEzIIDjr0k2Enjxo2lTZs28tprrxkrm7mNSJMCdeUSP5iZKxyleCivUGisrKAeOnWp9B491xw88ex7Q82qa7ZDjZy50ljFmTn5rguy4TXQola9xrMCdeV9OdBdFGfmhlk/xLw0xNwwq7pZqV0ZIXPml1lsZj1qpKftsbqbIFeWmHfmOsS8N/dZFAYucJwxwa9CmXeOBlB//u08s4vinLs6yKm3tZb72vWL6CLNiFrU7777rtStW1eefvppE2HGNgoqjpXfLEyINHkRqJH1kZLjWyasvIlnvT0hVYqKS02c6g+HzDDxq9t/Pla+mrREMrLz5d2BkyQjJ18IIMKiLyi/sDiiDdaWt6qfXgMt5OM1nhWoq9orjqcHjFm5zeLeYcOGGbBmLzSL0YLtyFm4cKFZ3Q2o221X5MpiL1Z7f/HFF2ZfNYvAunTpUnHU8YwZM2Tq1KkGqBn3CajCgmNWgBNMpTKKBlAnpGZJk9a95be3tZEL7ntLvpu7prIihv1eRIGaTfTRjELmT3peAmq7wjolNUPGzVklh4tKhdXWA8YvNJbyK91HyYote00M6w+HTDdboHYkpJk41/5kF0vXvAZa1I3XeFagrl6PxKUKUGMZA7iAKtuy2KdsFyMyJ4yVzTYptl5BrBBnWxVgjmXMvm1LPAdYA/YsaiPNqFGjhCApECDN1i6sbLaKEYWMNIA7IF4ZRQOoKQ/bREfNXiVLN0Y+7kdEgJpoOJ06dZKePXuavXF8du3a1WhY7JWze/p8K4cKYUP8c889ZxqQ8z73aFzPP/+82btn82DzPtdYYW5D5zmf8/0er0CdnV9oLF2OVaRxMZ/8/uBpMmjCYtmbeFCeeOcL2ZuSaUB5+tLNxm2VkpFjTnzylVE8/PYaaFFnXuNZgbp6PRWLmghh/LF2iPlpwJiV43bdEBY2hhZbqWxIUNJhgWMRYwU7gRpgWbBggRm/7ZYqtulaoLaubxYUs60LBcDu0XYrUFdPuuF5KiJAzZz0HXfcIQ888IDUq1dPzjnnHLnvvvuEYy6bN29eEcnGlyWi4Vx88cXStm1bOfPMM03QeJsGtzmudDb1//znPzdKAA3hwgsvlPbt20udOnWkV69eNnnAz1gHagJ8bN6TYhZxLdmwx2x9OnLkqLT/fJzMXrnVhNLkxKeCwhKzwnrN9kTJz8+TlLQMKf9hlXZA4cTRDa+BFlXnNZ4VqKvXYdm3jIFjF/kyJvoSYEtkMnbuMJdtCaAG1AFaQBhA4Q/wx5j69ttvBfc4BJADxlji9j7XAHRAn/di0QdbqxQti9ryHI3PiAC1kzFcIR07dnRe8vudhQkNGzY0IehIcO2110rr1q0r0lLZlv74xz+aBWlvvvmmNGrUyFx+7LHH5K677rJJAn7GAlADxsgjO69Q5q/ZYSzl4dOWy7Cpy8yK62e6DDFgvWzTHukzZr5Z0MUWKVw1kO/hEri6Cg8TDMM75DXQoma9xrMCdfX6M6E8MXIASyxmf0CJbPFQ8gdQWuJADMCakKUAPiAOcK9du9Zsv+U63k6CnuDlxEPKd4AdaxpvK6CNtY5rnOhjzvzte5yfCtROafj//jP/l0O/Ski4t956K+gDNBrAmbkLqGnTpvLCCy/85Dms7tNOO80sZKDSsahRBP7yl7/I/fff/5P0vhdYlYiLB/BCo4zUH4NoQX6uGUzzcnMkPy9XMjIzZdvu/ZKWli6rNu6UUdOXSlp6hrzZZ5yMnrFMVm7cIU+++4Xs3Jso42Yvl5HTFsuhQ1myfusuST6YKjYfeCjIy5XcnGzDD4EvnHxZ5YQyOK/H83dWk+K+i2cefXmjnr3EM+5UQIBPX1nE6288i6z7qSnPRBtDRowJ/vLiOkDMn3PcYNxk/ppn+E55+M4fYyv5cp12SDr++G7vk5e9T3q+O/P3V2+8Awvfltlfmni7xjw/sg+VqgXUaGFobSwwwB3Nliy+Y84zv+Fc1m8LwrVbbrlF3nnnHXPp+uuvl3bt2hmtz86b4IrBxY1mZokwc2hmV1xxhZmrttcDfTKYUeloaVZjjMRnbn6BbNiRYOQwbu4aGTxpkRzKyZfn3h8iS9fvlCXrd0mXLybL4cIimbd6u2zclWTKmJ2HHEtEjpWbP7Y1SPlROXKkVEpLS8w2h8rKT3oaOJ2B75Wljad7dG40d+X5uFUUT3ULL9Qr4wJAwKcX6hkeGT8ZxGvCM/lYeTm/h9JGSM/YacdP+7y/6zadTcNvvtv6c/4O9G7SgxvwHChNvF2HZxSYWgfq7t27m4M4cGVzMAdbtJizvummm0ywE7Qrf/T+++8byxiwxlLGXfLyyy8bAAZgAWmCprCkn6X9WMaANIvVrrrqqoqtAP7yttfIh0qPNO1ITJNH3/rCROeavGij9B+30CgsG3clmz3LtVkeVlcCWl4iGjkd2EvkNZ6ZDkMJdU6LxXt945JGOfFn7MQr73hb4dlLhEIGWIdK1bKoWdXHUnwWG3CqC6erAKys7mOhgd0C4FsIwATXNovJSA9hPQPGuLiYk2ZBGYvH2K/HykNWk+P6xrIOhQBq56b8UJ4JRxoOpNh9IF1KSsvCkV2V8qDC7Sr5Kj0Yw4nxIARqZzHMVqVF9xrPOkddaXOIm5tY3l5TTiK+mMxtrSVaQB1NOShQR1P6kXu3AnXkZB2tN1nr0kteBAXq4K2tWhZ18Gyjl0KBOnqyj+SbvQZayNZrPKtFHckeFb13KVAHl70CdXAZuT6FWtSur6KwFFCBOixidHUmalG7unrCVjh1fUdpjjpsNViNjBSoqyG0GHxEgToGK62KRVagrqLAYjS5ArUCdYw23aoV22ughXS8xrO6vqvWJ2I1tbq+g9ecur6Dy8j1KbxoUZcWHRaJ+CnY0W0KCtTRlX8k3q4WdSSkHP13qEWtFnX0W2Etl4Aztb8cP18mzl9nYqLX8utck70CtWuvgqnQAAAd4ElEQVSqotYKokBda6J1VcYK1ArUrmqQ4S4MIH1vu/5yWoO2cnaTdvL+V1OlrOxouF/jyvwUqF1ZLWEtlAJ1WMXp2swUqBWoXds4w1GwcfPXyRl3tJU6TTvI6Q3byv89/aGkHcoLR9auz0OB2vVVVOMCKlDXWIQxkYECdZSAOiv3sCzdtMecfhXpluKlOeoVW/bJBfe9Jb+7/VU5qX4rua9d/7g9c9u3HSlQ+0ok/n4rUMdfnfrjSIE6CkC9KzFd7mzTW85q/Lr8o20f2X3Af6xzfxUWjmteAmpiIH8zY4Xc9lIPebDDAFmzLSEcIoyJPBSoY6KaalRIBeoaiS9mHlagjgJQv/rpGDmpfkupc2d7+c3NLeXdAZMi2mC8BNRWsEnJqZJXwMpv75ACdfzXtQJ1/NcxHCpQRwGo23zy7YlAPXBiRFubF4Ga877LjpRGVM7RfpkCdbRroPbfr0Bd+zJ2wxsUqKMA1LuT0uWe1/vK/zRtL/e16yd71PVd633Ba6CFQL3GswY8qfVu5IoXaMCT4NWgAU+CyyikFHmHi2XL3hTJO1wUUvpwJvKiRe010KK9eI1nBepwjhLuzUuBOnjdKFAHl5HrUyhQu76KwlJABeqwiNHVmajr29XVE7bCqes7Cq7vsNVeNTNSoK6m4GLsMQXqGKuwahRXgboaQovBR1wP1CkpKbJgwQLJysr6iXhTU1Nl4cKFsm/fPnMvOTlZZs+eLd9//70sWbJEdu/e/ZNnfC/oedS+EonP314DLWrRazyr6zs++64vV+r69pXIT39H1PW9YsUK+fvf/27+brzxRtm7d29FiQDuZ555Rq677jo555xzZO7cueavSZMm0rhxYzn99NOlefPmFekDfVGgDiSZ+LruNdCi9rzGswJ1fPXZQNwoUAeSzI/XIwrUjz/+uDz66KOCpXz++edLly5dKkpSUFBggDstLU3OPPNMA9oEtyguLpaNGzeaa/37969IH+gLQI3V7iXKzc2V/Px8L7Es2dnZUlJSojzHsQTKy8slMzNT+PQKoZwwBjL2eYVw98Ozl6iwsFCYsgyVIgbUNMDrr79ePv74Y1M2rOQXX3zxJ+XcsWOHnHzyydK3b9+KezxTt27dkBgDqPfv3y+lpaVmIGcwj+c/+MzIyDBTCV7hmfpMT0+XvLy8uK5b33bLYOYlnhnMDh48KHz6yiJefzN3iSFTVFTkGZ4x0uAZoyxe69WXLwwN/kKliAN19+7dTdkaNWokL7300gnlBHBwfd97772mwrhJJ73iiiukU6dOJ6QN9IMKB+zRVnAVxvsflQ3PeBH4Hu/8Wv5QyABr+9sLn17jGWs6MTHRWNVeqF94ZAxMSEgwirfyHJ/jN+O0Ha8D4Zjv9YgBNS9u1qyZ3H333bJlyxY577zzZNCgQTJhwgQZMWKE0aYeeughufDCC2Xr1q2ClgX169fPWNjbtm3zLbvf3wxmAJeXSFd9e6O2GbixOrxCOkftjZrWOerg9RxRoGYxWcOGDeX22283bm/mVVu0aGH+tm/fLvXq1TP3nnzySencubNxX7PA7Lnnngt5zkaBOnilx0MKr4EWdeY1nhWo46GnBudBgTq4jCIK1BQHSxl3liXAmmtUFnNwAO2ePXvM3JTtqMzXhEoK1KFKKrbTeQ20qC2v8Wz7P59eId1H7Y2adv0+6tquBgXq2pawO/L3Gmghda/xrEDtjr5W26VQizq4hCNuUQcvUs1SKFDXTH6x8rTXQIt68RrPCtSx0htrVk4F6uDyU6AOLiPXp9DFZK6vorAUUIE6LGJ0dSbq+nZ19YStcOr61lXfYWtMbs6ILQ7sTfQSKVDHf20rUMd/HcOhArUCtSdaemEBkdi8s8iISlWgjv+mrUAd/3UMhwrUCtRx39LX7UiS57sOk04DJ0lGtndCpypQx33TFgXq+K9jBWoRs71LA57Eb2PfmZAmVz/bTU6+pZX5e/HfI6S49Ej8MuzgTIHaIYw4/apAHacV68OWWtRqUfs0ifj6OWbOGjnjjrZyzl0d5Mw7XpP/fbKrpGblxReTAbhRoA4gmDi6rEAdR5VZCSsK1ArUlTSP2L+1fX+qXP30h3JS/VZycv3W0qLbN2pRx361+uVAt2f5FUvcXdTtWcGrVLdnBZeR61N4bXvW6q0J8mK34dJpwCRJzcp1ff2Eq4BqUYdLku7NRy1q99ZNOEumFrVa1OFsT67Nq7iQQ1u8c04xFaFA7drmGLaCKVCHTZSuzkiBWoHa1Q00XIU7vo/aOydJITcF6nC1Hvfmo0Dt3roJZ8kUqBWow9meXJuX10CLivAazzpH7druF9aC6Rx1cHHqHHVwGbk+hdfmqKkQr4GWF3lWoHb90BOWAipQBxejAnVwGbk+hQK166soLAX0mnKiQB2WZuP6TBSog1eRAnVwGbk+hQK166soLAVUoA6LGF2dic5Ru7p6wlY4naPWOeqwNSY3Z+Q10KIuvMazWtRu7oHhK5ta1MFlGXGLeuzYsdK6dWuZM2fOCaWjU86YMUNeffVVGTJkiPA7PT1dPvzwQ2nVqpW89tprsnPnzhOe8fdDz6P2J5X4u+Y10KIGvcazAnX89Vt/HClQ+5PKidciCtRDhw6VSy65RJo1aybnnHOOzJ49u6I0aWlp8sYbb0jz5s3ll7/8pQwYMEDWr18vderUMcD+/vvvy65duyrSB/qiQB1IMvF13WugRe15jWcF6vjqs4G4UaAOJJkfr0cMqI8dOyZNmjSRdu3ambf/7W9/M9azLQqd0hIgjhW9Zs0aueyyy2TJkiX2VtDPpKQk8dqhHLm5uZKf751TpGgEXjyP2ms8M2ZkZmYKn16h8vJywWjxEjH2e43nwsJCYW1RqBQxoGaRxLXXXis9e/Y0ZbvzzjulRYsWPynn8OHD5ZRTTpHFixcLoHvPPffILbfcItddd53MnTv3J+l9L6Smpsq2bduEz4MHD8b9H3zu2bNH9u7d6xmeqdfdu3dLYmKi53imT3ihbcMjCjfTXXx6ieft27dLSkqKZ3jGCwrPXhiv4ZG2nJCQYIwNX/wK9DtiQI2meNNNN0nnzp1NWW6++eYKixoQh7CcsaZ79+59QnmxJC666CJ55JFHTrju7wd54SJEE8/KytI/lYG2AW0D2ga0DbimDVhswuUfKkUMqClQx44d5YorrpAePXrIeeedZ+ao33rrLWnbtq3Rpv785z/LhRdeKCw4A7RXrVolzGsPHjxYzj33XPnoo49C5UvTqQRUAioBlYBKIC4kEFGgRpPo2rWrPPfcczJmzBgjwH79+kn//v1l37598uKLL0rLli3lpZdekk8//dS4vbp06WJc5KwELy72VmznuGhhyoRKQCWgElAJ1EgCEQXqGpVUH1YJqARUAioBlYAHJaBA7cFKV5ZVAioBlYBKIHYkoEAdO3WlJVUJqARUAioBD0pAgdqDla4sqwRUAioBlUDsSECBOnbqSkuqElAJqARUAh6UQEwDNRGL2Czv3I/GZnJWkFsizf79+80mc3stlj9LS0vNVjb2pVsiCAZycBLRfuCbU1pineCBenVGqKKOiQXvJCL9EOwmHngmdoBvtCZC6BKFzhLyIFAEuynigTIyMn7CCwEinFH34HnHjh1SUFAQDyybdp2Xl3cCL/TloqKiimvIhaBG8UIEcyEylyXGMnguKSmxl8wnde/bB05IEEM/CNrj5I9xHJ6dETmRA/3Zd1yDzZgF6g0bNsiDDz4ol156aQUwjxo1ykQxu+aaa+Tjjz82AP7ZZ5+Z0KX16tWTXr16iRPgYqieTVEXLVokDRo0MDzagQqebrjhBoHnL7/8soKl7t27y1lnnfWT4DEVCWLgC4Py1KlT5eqrr5aHH37Y1B1K2Ztvvmki1cHzxIkTDScTJkyQO+64Qxo3biyjR4+OAe78F5H2OXLkSBMT30buYyBn6yKR/erXry/Lly834QefffZZuf3224XgQcgpVoltlwQ5uuCCC+Sdd94xbBCsiNj/XCOuAsTA/eSTTxo5UNebN2+OVZZN/RH86f+3d66xVZVZGCbGPwqMF9TRGEzkh0YToxL1h+PMgImRRCGo0SAQdBBELjPFxFEyIWAQQpVgYoQMFJApFxEryK03UCkIBeRSQS5yv1daoOVayq1r8iznO5y2YiAMpN/uu5L2nL3P3vvs9a69v3et9e2zVqtWrSwrK8v1YODu1auX15hYuHChrysoKPBrn/oTXbt29WJOsSqNfpSGxqbfffedq7FhwwYfx+kBkW5PykdTO4Oy0+mBWGy6U1mvW7dudv/99xu6IlTdfPbZZ+3hhx9O2RMnvFOnTj6+v/POO7UcGfaJlqiXLl1qffr0sTvuuMO9TQazBx980PhdNjc2zTzWr1/vERbl2ihDStWzut5rLIaHtIqKiuz111+3++67z39Tjvd11113GSTFQIczgtfGBQ95c6G/9957sahY7zypMldYWGgdOnRwR4QN6LqGzXFa+vfv79XuyCg8+eSTNnr0aHfa0iOwegdt4CvwtHE+GJife+45P1uK/lCZj+sZR6RLly5O5uCwbt0669ixo/Xo0aOBa3bx0yMTQlEjCh717NnTN2RQ55rG2QwOKDUVcMyJqJ9++mnr27fvxQ/awD9Bv48//tjuvPNOGzZsmJ8tZXEHDRpkzZo1szlz5vg6BnAGe4pENWnSxCDuWIXxiqJVt912m49Z6LF69Wp3QikbTYErBMft1VdfdWe1devWUdfPIKAcMmSI3Xrrra4r+i1YsMDJu0WLFka2BOG6574GI7IIjPfpEi1RowSeCWREzec1a9bY3Xff7SRFaoX16bXBH3/8cXvmmWei9s7QGSeEwYoBfebMmU7URB9r1651AmcQoyUopEWXMqLP2IVBimgSIUOCQ4Lk5ubaI488YjNmzHDbE229+OKLqWI6vlGk/4ienn/+eT97GtmQSUEGDx7s2QRqu0NWRNOPPvqoOy6Rqpo6bXQMRM1KpjBoyjNhwgTfBtuSRUOochjw8RUR/uMepjkRrXyDkOKGvANRh/UM9s2bN09FZWF9bK84ZUSXjF1BFi1a5M73ypUrfdWUKVO8iyLZQsbt9PRw2CemV2zasmVLbzIVzpuCX9iZsRtSJmtIdgwHZeDAgfWmdqImatInEDLEjJGJookwmM/EO+cCQCAr0i0h9RDAivGVtC6DFynSkDnAK0NvSIvoA1KbPXu2PfXUU54uC2nyGPXlnDMzMz1i5j1NXUiTIXl5eT7QEXFyI8ydO9coSYvtmeONWbhhaUiDUGI3EDUDNjXziUSIuHHGsPuoUaNiVtfPvW3bth5dBUWYj8cpzc7O9lVkDgJRc0+3b98+bBrlK/O0OFnppZGJqBjAcUKDkEljbCNbGLswVpERZHwKQkBFdohMIKRM9pN7HmeMqYHY5+exKeMT0XUQprewM9c4YznBB9nP/Px8u/nmmz34CNvyGi1RkxaFqDAwAEDOkDbdt5ivo5Y46SWI68Ybb/R5S+Y6YvbO0Jlyq1y8XPDMVd5yyy2eSmGei/QvNwDzOgxqpJNImV5KH+/0i6Ihvcdm3LDM5xBh5eTkeBoJm3NhM1e5YsUKtz3zWgxm6Jz+0FVD0udSzoXUH9EiHjZTGUQWRCFM4UDezE0TZVMXH0wouRt75EGkRVRB+o9IkyiDBwa5j8miIEx1MCXAfc0cH8uxCoMzUzbYFaeDcQmdmdK76aabbOrUqa5aSUmJZ4uY2uABM7CJVdAZ0mIKEucLfVnHPR06JnLtkxljugvyuv7661OOWox6Y1dsSrqf5w7QmXGcjCeEHB58ZuxmaofpDwic6cx0iZaoMS6tL2+//XZ74YUXvM0jc1o8YETE8emnn/ogxnu8UTpvUWM8AJMOQizvSQEyIDNvx1w1T3VDYuhM9BwiDy525uJJFZJGiVW4ian5TlTFXDwPojDN0b1795TORNVsl5GR4ZkEojK81ViFm5h5SrIC99xzj89fcs1yjXO9Q95M85BBIu1Nu1geMAu2j1Fv0n88RMUAjhOKLujMA4QMWqSHcb5xOJm+4vkL9OYJ/1iFAZnsAGPTQw895BE0zicOCIM6Azd2pjdC06ZNPXvw8ssv14q0Y9N9+fLl7oASXDFeQWA8c0IGEJ1xTrExzjkOKPc+13jMz5ygH9csPIVtsSnBJNc0OjOOc/0zfffYY4+5vjigjOHpEi1R41UTSZHyJQ2IYRE8Nh6+QPBmMDw3ANuyXfrPAnyjiP4xeDFAMx+NwcPTkGAAadcVMIo5BYz3iS3RGRuiNwIxE2mQRQnCOrYhSolZ0IMpGuzLXyAjoimuXyLPIGQNGPz46UfMQpSI7bApOuKMcT+TIcHm2D/oyKDN+tinczh/Hp5CP/ThWsa2rON+RufwE72AARm0mH+uBCEFndGPnxWiT/o4nm5X8Ij9fka/ujYlM4b+2JVrPpAy43v6k+/p93S0RJ2uhN4LASEgBISAEEgqAiLqpFpWegkBISAEhEAiEBBRJ8KMUkIICAEhIASSioCIOqmWlV5CQAgIASGQCARE1Ikwo5QQAkJACAiBpCIgok6qZaWXEBACQkAIJAIBEXUizCglhIAQEAJCIKkIiKiTalnp1SgQCNWd0pVlHX8XE36nXFxcfLGPa62nAt5v/Rafsr3z58/3Kku1djDzamr8HrbuOdRdTt+P34//3ufp2+q9EGhsCIioG5vFpW+iEIAsadQB0QWhTjINay4m06dPT9XMvtg2YT1tJ3+rjjg1iamkVLcbHRWWqIhHyUvKgYbmEhQfolkM6+r226WoC3XL6aAlEQJCoD4CIur6mGiNEIgGAUiUMrnpRE39czoQ/VaUyjpq5FO6kIpIlLIMlZHSI1qqJ1ENjS5dVLgLQoTNMkTN99YlasiYcqdU16JGOeVf+Q6+l7KJN9xwQ71yp2+//bZdd911XiI2fI9ehYAQuICAiPoCFnonBKJDYMyYMd6EJf3EiWjpaQ2Z0iI0CDXQafZAFE59ZeqjUz+aOvilpaWexqY7GY3rqUNNecPJkyf7sTgGx6MeM60oeaXmdijdG76DfQcMGBAWvTsUXe4QOoARUb/00kueHmcdJX451muvveZdwlI76o0QEAIpBETUKSj0RgjEh8DEiRO9kQXNG2iXSG9j2qAWFhZ6jWGiWFLNRMsQImlvuvjQdg/ipf5yu3btvPkD29D0BaInaqaWPJ26OCbRNaluuv5Qg/nNN9/0TlZ1iZomMKSx6TcMaXfq1MnnuKnnTfMQWpLSRzukxGm8QGtSGur06dMnPgPojIXANUBARH0NQNZXCIGrhQBETactWuRBqBA26WZ6cyN02yINTgMAuqyRqoYkiWyDkD7v1q2bp8BpkVpQUBA+8v7QtJlkHpkuT6E5Bj2Eiajrpr6ZL6fHMtF6ixYt3DHgYBA6HaFwEuipTQQNeeMU0FhERJ2CXG+EQD0ERNT1INEKIRAPAmPHjvWIOP2MmSOeNm2arxoxYoSnt+lfTStJhAe+IOYg9DiHOOksR7/rkKrm87feesvnmplzphd06N7ENrQqrEvU7777bqpPNNEy8+UQMn21adMJwdMRiaj6/fff9/ls5q85T0XUwSJ6FQK1ERBR18ZDS0IgKgRIRdOzF7ILQiqbuWiEn2JBsPS2Dk+C05T+3nvvNdom0jayQ4cO3veaXtj0zGUOOwg93Empk+5+4IEH3AEgOu7Xr58v101982BY7969fXf2Cb2kSau3bt06lfLmuE2aNDEcDeSDDz7wJ8XD9+pVCAiBCwiIqC9goXdCIDoEcnJynODSn9ju27ev5eXlpXTp3r27PfHEEykyh7B5WOyVV17xyJY5ZfohMycNyULgQYh6x40b54tZWVlOvMw7d+3a1eev6/Z352G04cOHh93dAWAZR6Jz585WVFTkn5F+b9OmTSpCHz9+vJN1ake9EQJCIIWAiDoFhd4IgfgQgFzrRrWQJ+nmIESvw4YNC4tOyBA7880QJ1E1wjr2JbIOwkNkpK2DkAJnTplt+FlXuoPANqwLP/dimd9Pc3y2owhKODbL6cflfPkuiRAQAvUREFHXx0RrhEBiEOD30G3btrVVq1YlRicpIgQaGwIi6sZmcenbqBAgit22bVsq7d2olJeyQiAhCIioE2JIqSEEhIAQEALJREBEnUy7SishIASEgBBICAIi6oQYUmoIASEgBIRAMhEQUSfTrtJKCAgBISAEEoKAiDohhpQaQkAICAEhkEwERNTJtKu0EgJCQAgIgYQgIKJOiCGlhhAQAkJACCQTARF1Mu0qrYSAEBACQiAhCIioE2JIqSEEhIAQEALJREBEnUy7SishIASEgBBICAIi6oQYUmoIASEgBIRAMhEQUSfTrtJKCAgBISAEEoKAiDohhpQaQkAICAEhkEwERNTJtKu0EgJCQAgIgYQgIKJOiCGlhhCIFYGamppYT13nLQSuCQIi6msCs76ksSNAT+hFixbZjz/+aCdPnrQNGzbYkiVL/O/nn3+2TZs2ed9ocCotLbXDhw83GMjOnz9vu3btslOnTvk5bd++3crKyq74/M6dO2fLli2zyspKW79+vS1evNg49okTJ2zVqlWOzdKlS23nzp3++cGDB/07ORfwWb58uZ0+ffqKz0MHEAINHQERdUO3kM6vQSDwy6EjNvDfs6x35lRbtWnXZZ/TpEmTbMGCBfbVV1/Zt99+a7t377bs7GybMmWK7d2718aPH2+DBw+2qqoq++abb2z16tWX/R1XawfI8IsvvkiR89atW+3AgQNWXV3tJHvs2LHUV0OgEC0CsZeXl9uZM2d8Gd0g5bAMKefk5NiRI0dswoQJ9sMPPxg4QdqbN2+2kSNHWn5+vn/X0KFD7bPPPjOibzDDUQBLnByJEEg6AiLqpFtY+l0xAqeqz9gbQydZ07/83f/+1OND27n/0GUdd/LkyVZYWGgzZ860FStW+L5EkMXFxf4ewsrMzPSocuHChbZmzZpLOn7F0ZO2ZfcBJ7A9v1RYWcUxO3P2nK87ffaslVccsx37D/rnO/YfsspjJ62q+oxt21tmRMr7yittb1mFnT9fY1v2lNmJqmo7euKU7dhX7vtwEnWJmvMmI/D5558beuFk7N+/3/WC0CFbSHjjxo1OptOnT/fPx4wZY7Nnz7ZA7PPnz3dMIG6OQXTNMXFcEN4TPSN8DnETaX/55Zd+jKKiIt/fN9A/IZBgBETUCTauVPv/ILD7l0PWquO/7I/t/mkt2w+wP7TJsNmL1l7WwYkCiRo/+uijVGQKIUN6CGRGapwoG0L76aefLun4+cXr7W9D/mNV1adt6IRcy84tttKDR6zzwPG2q/SwTcpbZv1GTLPq02et/8jplrtknW3YUWpvDM22I8er7MNJhTZk3Dw7dvKUdRk0wVZu3GWLS7ZYnw+n2qnTv0bCEDXkGNLxeXl5tnLlSps4caJHzOgB6UKk6AGpktYnMp41a5YNHz7c1q1b56ROFB4E5wSdSYFnZWX58dgXBwIBM6J3ouhp06a5IzB69GgbO3asZx4gbaJqiRBIOgIi6qRbWPpdMQJEoD2GZlvzNhnW7K//sD/3HOFR6uUcmCiTuVbS3rm5ub4rKW5IDoGgITMi1V69ellJScklHZ7od+ueMiez/eWVdrDy14h68+4DHlmzTPSM7Co9ZBX/i6jZ53xNje0rq7Q9Bw5bjdUY+xyvqnbS3r6v3D9nP4ia88N5IE09d+5cT1MTTUO8zBVD1BAor1u2bPEI+pNPPvGIFwInQ/D111/X0onjsD3HgJSPHz/uUTSROIIjQAocoobAjx496t+dkZHhaXWcnDlz5tQ6phaEQBIREFEn0arS6f+OwIHDRy0zO98GjJppJVv2XPbxSesyXwvRhXQ3D5BBRAjrmLdG5s2b56TuCw3gH0SJg0FaGz1wIjjX8DAXxMzDcqSsibaJksPDXswx45jwWd10PsRPpA5Rc9yzZ8/6nDPOCsKDZMxF8/3ff/+9R9EVFRVO+OwzY8YMfzivAUCkUxACVxUBEfVVhVcHFwLJQQDCDGnp39OK7S5FIFuIPMxZX8o+YRuenC8oKEg9uBbW61UIJBEBEXUSrSqdhEAkCPAkOJH05Qr7sK9ECDQGBETUjcHK0lEICAEhIASiRUBEHa3pdOJCQAgIASHQGBAQUTcGK0tHISAEhIAQiBYBEXW0ptOJCwEhIASEQGNA4L9UbbJujB4pDwAAAABJRU5ErkJggg==)
Relative Maturity (RM) is a common indicator of how long a corn hybrid requires to complete its grain filling period, otherwise known as reaching physiological maturity. Due to fuller season hybrids having a longer and later grain fill period, it is reasonable to anticipate they may respond differently to nitrogen. A mobile nutrient, such as nitrogen, will decrease in availability as the season progresses due to plant uptake and soil N losses, lending to fuller season hybrids being further disadvantaged. Observations from 2018 trials indicate a linear relationship between hybrid RTN score and RM (Graph 2). As hybrid RM increased, RTN ratings also increased. This relationship supports the concept that fuller season hybrids are more sensitive to yield loss and illustrates the importance of higher intensity N management for fuller season hybrids.
Predicting Hybrid Response at Different Levels of N Availability
It is important to note, due to the trial design, it is not possible to extrapolate what may have happened in situations with less severe N loss. The following theoretical example illustrates potential yield response curves of hybrids receiving different nitrogen rates. This demonstrates how the critical amount of nitrogen needed to achieve the economic optimum rate could vary significantly among hybrids with the same RTN score (Graph 3).
Summary
Trial results did not illustrate high RTN ratings as being a good indicator of hybrids that are responsive to more intensive N management practices, such as split applications or increased rates. However, lower RTN ratings did identify hybrids that yield better under extreme N limiting conditions. Differences among hybrid RTN ratings do not appear to be large enough and consistent enough to justify hybrid specific management. The magnitude of RTN differences among hybrids would likely be less pronounced in low N stress situations representative of normal corn production scenarios. The results of RTN studies do support the observation that hybrids with a longer grain fill period are most susceptible to yield loss in low nitrogen environments and highlight the importance of intensive nitrogen management for these hybrids. RTN ratings are not able to predict economic optimum nitrogen rates or how hybrids would perform when managed to those levels, and therefore, have limited utility in creating hybrid specific N management plans.
Conclusions from this work suggest RTN ratings are of limited use in differential hybrid N management due to 2factors. First, the experimental design limits the ability to predict hybrid differences at rates in between the high and low rates utilized in testing. Second, the strong influence of environmental variability on hybrid nitrogen use efficiency requires an extensive multi-year and location evaluation of hybrids to gain confidence in differences between hybrids. Because of the relatively short life span of hybrids, characterization may not be completed until late into a hybrid lifecycle. Due to lack of actionable N management options associated with characterizing hybrids, analytical approaches that adjust for environmental factors, such as in-season soil and plant tissue testing or predictive nitrogen modeling tools, likely provide more opportunity for in-season management to correct for potential yield loss.
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