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Researchers
Abstract
Keywords
Introduction
Materials and Methods
Result and Discussions
Conclusions
Acknowledgement
References
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Sam Ang Keo1
1 Cerema, Research team ENDSUM, 23 Amiral Chauvin Avenue, 49130 Les Ponts-de-Cé, France, sam-ang.keo@cerema.fr / keo_samang@yahoo.com
Chan-Young Yune2
2 Department of Civil Engineering, Gangneung-Wonju National University, Jukheon-gil 7, Gangneung-si, Gangwon-do 25457, Republic of Korea, yune@gwnu.ac.kr
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Abstract
In South Korea, tunnels are essential infrastructures for transportation system because most parts of the country are covered by mountains. Facing to cold climate, many damages have occurred at various parts of the tunnels, especially frost damage which is mainly related to temperature inside the tunnels. That is why monitoring the temperature inside the tunnels, especially during winter, is crucial. The paper presents Structural Health Monitoring (SHM) of the tunnels in cold region by analyzing temporal temperature inside 10 tunnels in Ganwon province (the coldest region in South Korea). In this research, three short tunnels (less than 500 m long), four medium-length tunnels (from 500 m to 1000 m long), and three long tunnels (greater than 1000 m long) were investigated. The temperature inside the tunnels (one-way, and two-way) were measured during winter season by using iButton sensors installed on the surface of the tunnel linings. The temperature distributions obtained from the sensors were used for analysis with data (meteorological and transportation) obtained from the traffic monitoring system and meteorological administration of South Korea. The results from the analysis show that the highest temperature gradient occurred at 30 m from the entrance or the exit for the short and medium-length tunnels, and at approximately 100 m from the entrance or exit for the long tunnels. The results also show that the vehicle induced wind (related to traffic volume) and its velocity as well as the rainfall are the main factors influencing the temperature in the tunnels.
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Keywords: Structural Health Monitoring (SHM), Frost hazard, Tunnels, Field measurement, Cold region, Temperature distribution, iButton sensors. |
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Introduction
Tunnels are compulsory elements of the transportation system in mountainous regions. These elements efficiently facilitate various traffic flows throughout the mountains. During the service life, the infrastructures may have damages due to different factors. In cold regions, frost hazard is really critical for the tunnels (for the linings) [1], and it is related to temperature change inside the tunnels [2], [3]. Due to the relationship between the damage and the temperature inside the tunnels, field temperature investigations have been conducted [4] with many tunnels in the Gangwon province of South Korea (which is a cold area) where risk to frost damage is really high. However, in the previous studies, there were no detail of the temporal temperature variation.
In the present paper, temperatures in ten tunnels in different locations of the Gangwon province are discussed in detail. The temperature degrees were obtained from continuous measurement campaigns during the whole winter season (the most critical climate for the frost hazard of the tunnels) with temperature sensors. Regarding to the length, there are three types of tunnels in the study: short (less than 500 m long), medium (from 500 m to 1000 m long), and long (longer than 1000 m).Transportation and meteorological data is also analyzed for the discussing different effects on the temperatures. Novelty of the study lies in detailed temperature distribution inside the investigated tunnels during the whole winter, which allows to locate the most critical areas facing to frost hazard in the tunnels (the minimum temperature is below zero degree).
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Materials and Methods
1 - Sensor for temperature measurement
The temperatures inside the tunnels were measured using iButton sensors from Maxime integrated (Figure 1). It is a high-resolution model (0.0625 °C) for low temperature applications (from −40 to +85 °C). The temperatures were recorded at every hour.
: Structural Health Monitoring (SHM), Frost hazard, Tunnels, Field measurement, Cold region, Temperature distribution, iButton sensors.
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) 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Figure 1. iButton sensors, (a) Dimensions in mm, (b) Photos of the sensors |
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The sensors used for measuring the temperatures are distributed in the tunnels as shown in Figure 2(c). |
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) 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Figure 2. Distribution of the sensors for the temperature measurement, (a) cross-section, (b) longitudinal, (c) position of the sensors inside the tunnel |
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Positions of the sensors installed in one-way (on the left) and two-way (on the right) tunnels are shown in Figure 2(a). The sensors were always placed on the right-hand side (in each driving direction) for both types of tunnel: on one side for one-way tunnels, two sides for two-way tunnels. The positions of the sensors along the length of the tunnels are shown in Figure 2(b). Two sensors were placed outside each tunnel (or each measured side of the tunnel): one sensor at 1 m from the entrance, and another sensor at 1 m from the exit. Apart from both sensor positions on each measured side, the sensors were distributed at every 30 and 40 m until 100 m in distance. From those points, regular intervals of 100 m were used.
- Locations of the investigated tunnels
Ten tunnels of varying lengths and locations in the Gangwon province were selected as shown in the Figure 3. In South Korea, transportation tunnels have an average length of 700 m, and can be classified as short (<500 m), medium (between 500 m and 1000 m), and long (longer than 1000 m) [4]. In the present study, three short, four medium-length tunnels, and another three long ones. Only two tunnels (one medium and one long) are two-way tunnels. All other tunnels are one-way. Locations, vehicle driving directions, and tunnel lengths are shown in Table 1.
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) 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Figure 3. Locations of the investigated tunnels |
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Table 1. Tunnel length, location and number of measuring sensors
N°
|
Tunnel Name
|
Location
|
Tunnel direction
|
Tunnel length
|
Number of Sensors
|
|
(m)
|
(EA)
|
|
1
|
Gohan (up)
|
Jeongseon-gun, Gangwon
|
One-way
|
505
|
12
|
|
2
|
Macha1 (up)
|
Samcheok-si, Gangwon
|
One-way
|
435
|
11
|
|
3
|
Seockhang 1 (up)
|
Yeongwol-gun, Gangwon
|
One-way
|
960
|
13
|
|
4
|
Youngwol 1 (down)
|
Yeongwol-gun, Gangwon
|
One-way
|
381
|
11
|
|
|
5
|
Dutgaesu (up&down)
|
Pyeongchang-gun, Gangwon
|
Two-way
|
650
|
12
|
|
6
|
650
|
12
|
|
7
|
Cheoljeong (up)
|
Hongcheon-gun, Ganwon
|
One-way
|
326
|
10
|
|
8
|
Maeji (up)
|
Wonju-si, Gangwon
|
One-way
|
690
|
13
|
|
9
|
Jochimryeong (up&down)
|
Inje-gun, Gangwon
|
Two-way
|
1132
|
15
|
|
10
|
1132
|
15
|
|
11
|
Misiryeong (down)
|
Inje-gun, Gangwon
|
One-way
|
3610
|
25
|
|
|
12
|
Misiryeong (up)
|
Goseong-gun, Gangwon
|
One-way
|
3620
|
25
|
|
|
|
up |
|
Result and Discussions
1- Temperature inside the tunnels
Figure 4 shows the mean temperature for all positions along the length of all 10 tunnels in January (the coldest month according to the collected temperature degrees). The temperature in this month almost had the same distribution as December for all tunnels: only Dutgaesu (Up and Down) and Jochimryeong (Up and Down) had a steady downward tendency of temperature along their length. Moreover, the highest temperature variation was still at the tunnel entrance and exit for all the tunnels.On the other hand, Gohan (Up) had the lowest temperature at the tunnel entrance in this month, which was approximately -4.8 °C, whereas the lowest temperature at the tunnel exit was in Dutgaesu (Down) at -5.3 °C.
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) 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Figure 4. Mean temperature for all the tunnels in January 2017 |
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2 - Analysis incorporated with meteorological and transportation data
Recent studies showed that the analysis of field temperature measurements of tunnels should consider various effects such as convection-conduction [5], air flow inside the tunnel [6], ortrain-induced winds [7]. For these reasons, the results on temperature distribution were analyzed with meteorological and transportation data obtained from the traffic monitoring system and meteorological administration of South Korea. The analysis was performed for one full month, because the temperature in other months was affected in the same way.
In this study, the analyzed data in December for three tunnels is presented. Figure 5 shows the data for Seockhang 1 (Up) tunnel.
The volume of vehicular traffic is represented by the black wavy curve (in Figure 5a) as a function of time (the units are hours). The temporal variation of the temperature exhibits the same tendency as the air temperature inside the tunnel. Moreover, there is a concordance between the fluctuation of those temperature variations and the vehicle traffic volume. Obviously, the temperature curves reach their maximum peaks at the same instant as those of the traffic volume. The temporal gradient between 30 and 930 m from the tunnel entrance, and between the entrance and the mid-length of the tunnel, are shown in Figure 5b (with the corresponding temporal traffic volume). The gradient between the entrance and mid-length position (in/out temperature variation) also displayed a cyclical variation conforming to the fluctuations of traffic volume. The gradient between 30 and 930 m from the entrance displayed a contrasting tendency to that between the entrance and mid-length position, because the temperature at 930 m was higher than at 30 m (an increasing temperature tendency along the length of the tunnel). On the other hand, the fluctuation of all these temperature variations also changed according to the wind velocity (Figure 5c) and the wind direction (Figure 5d) simultaneously: from 500 to 560 h, the wind velocity increased to 7.5 m/s (higher than at 450 h) with a daily rainfall of approximately 17.5 mm. Further, when the wind direction was 180º to the tunnel and the temperature was above zero, the variance of the temperature gradient between 0 and 480 m was eliminated. |
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nn4ME5At1uLcZwVbf3YlwnV9TtWrpZI47qpp/beKsbwXVK8FOQkL4thJAt/HPm+LIFRXjZws8+3C9fyE0Nd5TGTvFIVL/qKkAstQPbZ+D1jCQ0vKIaGk8rg2fl4wdjj+HE9CLIKBX6pgU3eD0t/DMGR+Hlz550K7jc7qVQ8OdfjEvchS2nI3aJmFHGYWR/rUJDCCnBpVlc/q1i1DOEfD5eLDERdsbfmuDaLq7Hfgl1MGNiMyxv6ROIxsHmgOASsRbC4sqLc1yuLa58qVXIjccALzOU8qKRiLkBubm1oHRuX5VDcFEb5dhkGFNEO10q2VUFuBV2iyUIfi1NuwCjPAg0N4LrlOYigsRoVMzcNtIt94O4nGybWGUZDW7Fiv6Xo/j0FDSZuBSRxd7D12UG4axtsfjl3mPoOCTGeJzJh38OeQd3DbldxnQLRB724xkz8hOaF9LcCq5wQZR/gitcEId3nLyyuAglra7Xnn8PfR/qZoSB9JYnMS5LVyELR7b8UNwX8wUiUReer4pDlQrmfVw5GD/Pw4jJ/XmnaFR+7nvUb74J6DwIh6rkL/xutUS3giuUNklCcdPHbb+MgwcN2itZoYLj7kkWN8c5cjFdkfbtgbffBiRWY26nZLE4vNXNPM+4xUXBRa+CheIXBD+VQzJ0uaEBXSXh6mFxGV5W0t7iYqbgnmE41rc8bp5wFjpceQCHy5bCw/3E7e472hXUHmn4OfrcC1TLiEbJSy7x1eKzaW7w6pZ+LPGvklD8h6PdCi63eykU/J7gsj/HlRsRWSDOcfVq0QuPVX4MsXWrAFcWBb7eKpUg5XDzHb0Q/9C7aPjpPJTeLrcjMzkpp0cvN/PN2ZcCkmO6SaKS/W1UazaFxHIw/nufwM5FXVB9d100bXQESxo+icjU+4H2Mr+2wZrA6QEfnqfdCq7wvC0XozDeQquVMReHdkAEVXm5RbvoOXcBj0v9sTWjc/GSM981VxZXbrwQYn3yLtGSFYS4LVzhgZkz5tNDvATi9sPtckNDumwKxn7tnhk8Cvt2PYnD4oUi/9+wYYckodRQ55FzIDT9+w2InC2ZisxWXPATcPXlYopJtx5nAPc8W8bYnF9QuxVc4YKUgmvAgAHhGq7QjZOammrUKVQ3IIezcgYtrt5XXIW3pfYkm2VyBss8qbT4v2fsRIlvj6LYC1WMavG5Pcf1QNNbcF/dRriYEuGc64HbIpDCfVM+G0vXRRtK9Oy4lch8owmKvSo3G8tmsWvH79mHokUqocjLvutW7FraN9/4zp8drAX8LsKkS86eQVq67G2IoomSYj09eHGQ1piD8bdYim03t0AtCXMxHBA5ZRy6vNIKmaProthjAr9D3Nutlh5Ks+Ns3GqJQfAL/zKqS1s0N+9004dDh+wnVlTm118ja+jQkBWg07oNwa4it+K3q6qjzS/CmOoIR2wnSNbo5B9jcZHp0UKySTEPwqsYUZNXb0H/1BhENo6Qgy1Ce/61Der3+s/A00WRvr6ukbdQJ1L+N6Y6jtVMR9G4dShKK4nv9FfKYIxo9qB1aDm1hfGRG8G7f9gYPJnQGdNeYbUdeWiCMJc9F4kwkz81ZTQkXfjp0k0/x71Ea9R/vszNtSZu91IouD744APQXcbxQt1M7qYPM1uZpRvqCilmK7MxQ9qpuX0nxytevPgpjXXxxRcHCqqHU3CpA8g1GtXHrbd2CS24CH12pwRkvFbtlARX+9atMVUW8twnnkARqRacKZtz6NBiGDEiCxUqnDB+7949WypoZ6PIl18i4mBTZMvvJ2oG32lZ5NNPUfST5Tje6EmU2FsRRwYesU1jLz3mOZz4TvwXTyciYuBAnJjwPbLfkvFvkyDyWSKI/69aUNp66fFzcezCC1EiYZX49x9E8RtLI/OTTBTrVkwyaRIRExWDrN1ZKFG/BLJvOYI/B2xFVNxF2Lu3FF57bj+uuKIIWpf4AiWWd8DRMUdR8tySgfEz9mag1NxSyLg4A8XbFM+RLp/XVdtVOnza7jRUeP43pDx+IaLmR+HgbQdR4dwKYa+a7ao6vMRaDotiUVbuOkuTIwRlOnSwheNYzAxMOK8j7llYHOeeOIqs1g+h6I1zcXzTCRSfVBwp0XlTVT8c1cKZfn5g2zZUFCsgRVx6TscbjDT0x58R+qyKkpOfDLku7zf5CB0+b44jL89F6VXpyKh6J0omJSN1+FGUy6iFlHrFELUuClkP7ELRuxag2bJ+ctyhOJ5KvB3Vv3wHmTduR7HFNZGSLvgTiZYi5lVUUhTSFxxA/x0VpciGD69u0vmjxILLuO8+HBjzmuxJ33Np765BmZlX4tA0YbwXlQ85n7DgW957cLvQ9ZCnkfLqY0aavl11+MPL5RaDZuG7xSBc8Ou3LBSTK6R4His2NjbfbsMI560benV4dRaLltKoUU3kYuGBQYeIdSlp5Sp0FeOyupNLDZxbi+vBiztgA57B9Z3rBCrE6OcfE9ZnYOGzibhvejWfZkHrh1oaXXfKp06XX6evZZNWQuRzz8l9YFK+5inR7ix87oQz6/K3UbTTpcCjdcXCkzI1DGBnlAJWlAQ+3QsM3INMuVwuI0Iqg0yScX68GWOjp6JnhQ8QXUv60c8/XwCQQgOHh/+EyEG1UWybPNv6LKxdnoLla6OMkIFqzCCOjU1F9bTdvo8kM4fPQqrmQECFnP2khZBWOc3QxEiQTi2UZsdnqT1FbI9AiSfFopR4OyTcAXrdiCsNL/tf3I+o1VGGlbr+pvtwWY0DQCPpvFKsFrpn/W5Uy3dyXI7nd586wkV1ntF6yegKCb/ECbO2NsOJGl+g2K/niEVMZPlhMVmshyv/gimdK2LA01UMC/fBKPkfkwvmyLs2y4RlKlnfZOF4meNiechkxBI2GkNhJvoICZf/UTf9XFnPUv7mD7kBuYoobEYquk2jxXh86z6UkrNh2HGFrZvNgCu7PDL/72V0v6qvYZjROxZ3/DPUSViIqKH3GJZT+ptyhrH6N8BVbSTrrDvmXDEBURefZ4TDIsc8gegJ/8XRn0qixB8lUDTWr6V/KPGvJy/DgeffxaPbOhmePzY3FpeyeD/+uAyLbfgMRpVIQ2tuvqyLrKubODDfGYR/ISsrL0wO/PM9m7cL75BF7ylAfNAW2c+Vx6Eih0TJFIZCfhInP/Q6kMbEYoV0w63A8SuPI7thdkgryQ1d5IDfZs3djOXW1Rkui5Ggnq73Yo5sUiV4KHTfeOMNI576xsvPYuaY53Hp4DHodfUFuS755MpVSMF1tG4pVP/LfwOyVv4pt4KrbdsOch9Xf1x7bbNAXc4caykbHEuW+D5m5hPPnHwWK24+MVfJgMhcW0lw/rUXgWeeAe6XmBL7zPETNQlSb1VWAosl6M+d2lVO95NpiP8Z8yUZpIH4DUVLx/NfAk+0lff+hM8ffgNruj6LmD++RburdiOyzX982VcjyuBIahmUeL8Eiolri+MtfWQl0m++1TpRkc9QKi+UH7onCV872THJsvvI2FOE0VIoO4V1uMEo8Cg0uMFshLMx3asOS7xQDnREyUOMFf0ggnOnuH56yHcyZd5Gc+DqP1HuvkrImPEqRrwv8QdhbJPfkkGXiAB75zwR6n78mlBo/NlSxj1P3FDPidAOFX90c0ZIvUMk/Z7d9VH0rCScM2UDcG03YNc+oKas2dWrgZ8aAZeLApEA/Lboe+x88ErcdFPRAC8MgErmSK2BWWQqbkO8sTHpbrgfh1Zzy4/PRuzC/iJfotIGwXsDcUFzPYlHk3A2mOlc+eksC895HJdaby9WB26Wz0hHqomspiKUsP0xxA98xsj6ZpIrQ2PL3jmI2fd+dzJmSFoUC2TdV6moc2lxREb5NJSEFz5HnbP+knH9A4vgw2Y/rrZ+guR3v0Ly4PGBnA83gktH5fzXj2PZF8VP5o1QmSFtUgFKkp/xfhzcLf/KsoVsFDAyTxBOKot+RSvHc4yd35sGfCt1I958E+IOQeY99yD1rU2oGNEUOFdOInUSnL4ugrqBIO3334EbbhCYZC8QryPlh+/i2tDlSgVIWIbxO/egX3kLCW8YO7gVXE6vHCxHd4Z3GI7os2US+TCHKRJfpIxgCxJcz76MjgN7YafcD7hxzx7cJjSxRUpCualV6GRt8T35l1VownTCvc9hZeU26PvMhSe/IcFnXgt8LrcwC33hw55Imz5d3G5zYYjTVq180ePX35XdKyvSVOJZ1aSvMIbsFuNQZFU/rEqIQp23RyGqb+eTB5HJJIQYT3Q5gaNPbEJpqbhw2/1V8NYPFyH+td/ReMvriBJXjdFEzv2d9jcq3F3BZyWJ8Ol5Wwomr6Db5ySoKRLAfnxwCqZ9Xt/3IU0DlXJMTZABRcmeSxP3mGFxHZaxpPqOwVh1wcTNLQz36O1HUaqiMG6ufw/5SZIfmaoh/PwZU9SyiosbtggzqW66yfdeEgwZORmFn6GnTJyIstKn2HtymlAE7+CX60g9Me5PMknZpSRmeSStXBrKNDl5IwBE3mOPcIvSIuAXLzaE6aHzReM/R6xiq0YFYZCo2rJsh+5z6GfgB/jfp4vR4OFmqD9cVF6q6MQTkarMccIfE4c/jvyKc+QiTGWl8ggd4W9w6EtENpeYqbQsceemy7NltmzxJXyomnpKiJFZigKU8V+JPdBypkAgQyKTkjU2/iV+/c2NNuzK4jKWLElkfyRKHpWF/kgsr+yGokxJVsWfh4DiomjImmT3zcbeKoux99Zb0CBGgCYu1goj3if0v0KssMF/Cr1kIL3RZYgsNRddZzbB7DX1gio3cbtQT2NcSoefFpnuHRj5cDpG7u1v7KUALZLuSAdr1iD57ZWInjQkgAs3gitISxdaSz9f4mnXdT959p9rKYrmodKlfV4Vvo/CgkIoTn4oJGil8TPZn2nXCS2+J7TImsCkaeNgsQAo8XBjv8jVgGlt0hCZFCkxOhFEgi603iFuD6ljN+EOH+z+qvV/yt6rIhdJGo14pZQnPMuWAX36AOKmPv7xx8iWK+ZLfieCn0qQcdylHfDdHlH+RLkjbkTOZ8galBwUWolzQz9u+rgVXE4WV61atfBSw5fQotiNOPzIMZSt57vV3q6drsWlj2tXHT63JZ/M1hbfYZmcEU6Ly1XlDCHMlIdGI2reCznxmURiFYKTW5QTHv2f4RIJnEVhanq0qGPUVkn4c+Snh/z8vAZ7z7kUPSSFd/jFHyHudnFHqYOa8ohBiHQT9E1A+mdfYdzqphj5hlQAIGGTAS9YEIAjKLlBuMAMcXH1m/l/wXDKc49cthg1B7c/eXMENwc5CTcKuQk57t2iZqozZQN/BCRmho7VZD7CsKWbYYmR2TLzi5uVz/NvY5PLvMtK32LybjJdaoebu2LGDW8ZyrNlkphYQXuvvhpFr7xJDNVigdsoKP8MdCgGL3EBvC0IYeYe8cdG5vKBWLiffSZWmeBDXm98x/cSljoCM61ezo19b5Tn58gm/0Nw/WGM7zMyHlq3FEZKIAn+M/cfwj1byvvcUXfdhch3/ud7J4Ww3JhqMA8CKT/DPqiLMc9VCgguWhhk0pFvvoYHvxQr3DRxfs+PYlKoofD9Ah8/4DpQ6PN3zoX4piavGvEsX4etyTyPZC9FfEx9uQm2is9TyDkRHgK5Shagh3wmwhQRv6H/thIY+0FtRKVIn5df9lVhZz/SZZokGhFXZPSms0o6vCzo7r9pxNgiSb8dQ4OGFpmuFgfojXEEsYMn18DkZX5Gb4Cc5PomWmMM7iHSlWjT4yqMNZL8AqEBZR0TUKvqHTJ1Y124dCI3kC6/EF8ck8+Q0P3LauwB4vRh4kR+tnwMPCAWlXY8wI7xL73tZczd0xyX1T+BHk+db50xyXf6Ba6xbv6zYcYchUwhypNdopO+Jqfzu1vBZfsO2YO16lfBk73uQo9rb5FqGKII0YNF/pcPLVzJGa4trnwXXILEzDZtMP2GBXhwiBb/oWuPjF6ISEK+Qkfp+OnjvzCq+qyTMQMySDIdCjS/UDgi2QdloAkAACAASURBVD2v7Givn0UMXiYh9KxLs5DeOB1lpEijauQTL09Kxdjp5QL8UAmu5e2EE4m7scWz4ka0aOnCUAYvaI67x9f17Um/q4ZduQcib2uJNLF6DC33E9EMaRUtlBf+r6K4NsQnobRe2SSGZioZRQazVcJBxW64id6KwbEdh3Dizpb4buI3RmbmzcW/QFwDwVIvYeaqSXwvcdJ0KbZ5rviuiwUYSPLoVwFxoxiJZP4NmvFtfZTkO0eIcCRjFx5hNMb7LpV4oQTfDS3xW38cMojpywJMkzGHyrGG7t2RJj6sMrQCuS7LxA91ucyxhgg0wQMGZmF32XFYfe1A7D9SCvUkiSDAw9SZI35ARiHz/+aZRWg0e1COuOAjzdZg7AhxDUm/gJYo6bjJk95Aeue7EXNVZR/8VAAorGTsQ1LDsvy33/pwby40S+XArwC50YZDWlwX/IyuV10qXu1duHatWLt8p7n8mJ8hnxC66Lz+YbzzVTVDv5mc4suKMzfC9XvvaUjuPhQtLI5ekM8mvb0av4gQPFzsbNydOh2Nl4lpr82V6BgvFujTT1vEW6kIEkaNSbsRXJZautBN0p2PIebaagEXbwCvSoAr7wD3CnHhz2401omWGZt8t7DFDLRbJRJKeRREOB0Vd1MJcfcVlaviDWE2XhROQd783xsGvKDZw4fjgFjrZ7GEEcfme2V+hkd/73Yk7SqG8W9UxZRxB/Hbl3/iqk6ax8eMfBGcqXJdRzmJ1yBGpCb3I/ePeLUNIau1wDy5j8gL2M/UAn24RwTtRusR3Net4LK1uIQeIppG4Pa2w/FI3M24sI7wO1FknY5P5JXFlRMD9p+c8jkuPTkjC0Wxd0gqop8uYqSY28W49Oq/708fFjjd7Mri4hxkR3UdHG2dCUxty4gsR2LwA5kY1DnZ2BA5GgUdtTISe3yUwStYEDvHmVUZztCWRIMlo+D33NuKb+rXDFFwlfrrOMpsXCs+8k6OhbUZ+4pcRlPuZEseMgnjs4ag0U8z0GWhwKZbCCRsUa6xgJKN6rQ0Jaz0QYxSPULVdJXcIhungwhbmWPCvB9Q5/6bfJ6UJDF0en2Isb+K6001EVxNU97Cxx8XkwyrkwrBul7PI6X57Yjrou0oed5o/IhCdJUfl4rJGCq8dNop8ZHXJOjPkORAEQJlrvFpn8nC+YlwJsPQYiVTogAac0Sc3SK8psqGkSHxxwdiOYobbNgw43WEndnL5JdEQYVjf+HhcmJ500QRC2D1dwdw5eOdcia0cHxeu9FvHJJW7xVXYTQSnluMB6fEGJbV4FFR9tdPKauA8KqzUwRAjmf4LHH5IX3YNa4b8cQfeZ3RyDzJhOLkR77PeugldK7VFZNmyjq9sQ+Nf38TUUfF9cRJmoWSzHVGZh/0e7qazxs82I9Di/fze5KQ3TGsFMlijX/mG7SrJC5em4QQfszpqjCXes38PstRp31dNGglZxL9zY3gskQT6YXWobyMe6yRMHjz+4zn/PEQ43flyiNwsr4bzm8nyk0kUt5ehhYtIxDZVs6hmRvpgBrY888j+YkXjf3Od5Fd1LvgMNIkJl6B7+CPeDxmJLUw9FuV/W8MJzQQP/hDRN7RHunVLwwIWpKvZSF9wmmMKe/ltpU1CbLgKdTojqZlQ2WNP6QZWTeDZpQw43PsQ37EPkzk0uKytoIrQfqRb/DdtKDGyQ8VTe5bKmD8ne1PydKWON6FFzbHTWWfwktvSgyZuLWzeP2PheufcFlchCdkVqG53BMfcpMOr9+3ogfcmNfPKuxMkWVjBfXp4l83N6ZRDx4cI9/9LVbJyVT4UuKLzhbt6945N+OpcXvFNV3ROK/QqZMwcItWWpjZsf37kekvibNLtKpq1TIN/3XmBRcgS97PRqLg2YDsA1KtvaoW25HvikvMhJvouJxxeeGFLPz1VyXZf+JOc2iE/1xJMFmW2QznNTxHsgyPo5gIvTKSVXNQggyDb96PZ0btkFT8ekFMuPJdlXGo/0fIksrsEVJNgu9cuzYTN8+RFGpxFyl4+erIeKHU4onIivIJkbs+6I5Zs/YHoFp+9xI0n9bEwNeMJ48iaW0qGnQvj44diwW9s/RHH+GEWH5H6ZbzN8JfSeIB2VLxnM8zlXv/s8/il1+K45JLjhu9VKp7pYcqIa2jaOySmUar9USFTUaWJsc8Wyw5XoXBVGS24r/8YsypqFTP5/flxA02eGN/PPqqz4V14kRJyZCMEA1brD1/SxVhVGHCfUibvQQTNzXHo2IBmzMx9+3KxJJnErGt8v+hSbkfUePHxbjofKmb94xc2yDtgxfSsHZ3NfG4pQToScGvL2MRsWI43wjGDA1Yr0R6UjrK7y+PjKvFjae1kt+JtSz0dPTmo4hYFoGyv5RFsX3FcGjwIRyX9WYr+pfcXvBGWaz/ejQ+b/WYeD43yfxqYeoTWdibebZBF4Olf+XKvrM3bBX/+1/sFZ9aiRo1DFz89uhHuKLX+Qbe9PbhhxG45poiQc8GdfD/YTVPc79hw8qhwZZP0GvQCaT7LawBA87CmDEHgtaCils1WVunpvZSafEU2LXJkytIRfoscaVniEJRHs8+uz9on+vPKfgH3ZaOEXI27LyM7cic9b64T5k662tHjhwxlGPSBdeO9NVz1FZcfnka2ra91ZjD4sUlxNNdBEN7/okPV0Zj+GOHg+hZjUU+QDo4+4UXcCi1KFamN8bPddvjp59KyN5JwwUXZOLHH0tIgtk+ye+KxkO9dxr9i8qNCtwvbMclZZ2t3KxyctTjME7cesLoQ5rnD1tx2UsRsr4n5BjQgXMP4Ly3z8PhbtJX+B3507ErrjHoK1P4FfsdK31MeM9fOO88ccH7G+krYkQEsp7PEn6w1NjDx8XTwHdEpkvMb2dRlHutHLKqZSE5ewwazHgRpcuWxxzJ3G0gQuvErZpia7FYbtaSj9nRGA9gE2Y2WpUJohRwzNw0K4vLVVah00vsLC47wcUbMa+77jpceeWVxrC8OuAiMd+t2rPPFpe+WWgoqal6KyEmf/tNYzD/o6I4eDACTzxRXC50PWY5Bs+KLX/tD/z+fx0l9upD2DPPFMdd/7cRF7w1Fhm0Xvxtp7ix/vpwNa54UWI7Wsv4bQfG3bcXZVteI/IrBcOHh05hV4/v3StZeMY8TyB1/lJMX1Ibj8ythRcf+wuXihZ4XSe/C4udRMsqskGuMNHmu11S3L//vgiiS+zH7mkfo8tyybjTm+F3jDSU0+HDSwThoagEmT9aUxWtn7oCGz/eiXL1a8jG3mXgXGf8RTZswKCBxTF26cU5NEoKz4itW1Fckjp2TH1b0lmL4aGHfExZb0V+K4Kii4TR969luD4zO3Y0vi4p6myGuriQf/coiexLs5HZbZek729HiTFjkK59b7WIfCfpYEmvj3Bet3po3b16yCME5nGKi9CNl+SeVzddL1r4MUMgELf/+c9JgfHVV0Xx5ZdFDDrhekVIJtoJlqAS/BabKQykW6Zx3OCYPG9ot4LziIO+PkUlkSFL6FpvReWyPOMzWZy/ruuKPbM+lJycbUH3IvmXL+i52bcuwQVDbjHmzNZFsjlfHfgTyrUUK9XfNomLcPyxwZjzeu6YgBV+1Wd/fSdnzNbF82wFlsTeL7kZRfDUU8FrbXuvk9PAZloReiPOTtT0XxxFVAouP/usKNq0Obke+mMzBf+H5yzEg19LbEZa+9jf8EGiNd/g96NHjxYX6ETccksrES407X3K6Y8/7sdXX1UVAZQp6xB8NtTNFAyaFQVy7d2TcWnTigbv6dgxyzh3yu9o+nJupJ2i71bFCaGj3xv+jj2iwN0gQu2YCEPuN9JFUYkXZ/1HQg0aEZBfGWPIHuU47GuY+4KfzLKZSF2TaiSHqfb+tPfx3szJWFDyGI7NnOl7N4/GyPv5jmKiKGd28/GMndffhJuS9+D882ugbaO+uFrO+V0+l5UW8q7x3ByvXGLjGcBHH33UuEgyN+20XIW5TYdXVzPfO/41vDyMuci+5tZVSOmc3XMwot6X+JWpJbUdiPFVn8ekST6//OFX3kHUFedbB3jFdXB00yaUYmzG3+heoV//1uSX0eIl0TjET0Cintr+S9zUtjwa9DElW8hzyXcPx5wTd6N/1ddRRjZFbs5eBVx3g+Nx86A6hkuO8bN33z0uTDTCdiyeaYucOBqVXhwm91mVx+Am32P2ItHo/JmEOlqWT1qLhOyLMGBYcJZfwkK5Oacd/Q++ZlnySdwcq25/DnNjxX3gP68T8Lkz80G02OQVm/DIHw/4vFp+919Q7Id++X7yQyYROLwjf4tQShUlpZxYkEYbKT8x8tPD92dCM6kOIRZ3LbnLic2uwgDXrP/1v+DVbyvIckU74t/SL0/mQBqgT0gUHzKHtWsPS0ytrPEx3UlsOdxGMv9DV1zhi4XRS7BfMkU/ruQTXMQVF1damlQWYJ1FI17J9VG+J/qWdkiGm1idRJ6Vqy3+02NIeGkF+i3wWbxm+PU6zvRmpu89iNsuT8Irq8+XQ8TlfIA7tNzE6LZuLYZ1D8/HykOX46UvJNZqam5chSHjIsSZJN4cbdgQpegJ8fvf6ElcKSdXmJVOFHIt6LmtInU/X3yuBB7eKz43P4FO6f2zeA8uDYTfgmKMQs9D+t6PZ995U7zTjfEdswP9eA1L5QwCJR6I9MsuQ3L9tpj6Wd2cbmgumj8xZIYwm/FPPYVt8+b53OekRdKSOtsmPMqgManBmeNcjeErFmQQfrF2jz1QFqVjxc0/QjwY8tWcb+dg7vPjsILxSMmwJo3liHH5E5ve/mQLHpEEq0aN6kgS9q2I+0LSzzsLsh3KrIVcSz99uKGxcLsKXZV8+uP+TJS65hiq9zsL2adxjstJcNF66ymEvEBl8YkzfNX1w5Be8bygJJ746x5HUu/RgQzzpM8TkfzWCjSeKems5iYW1djPL8L3UmwtMK70Ie20vGofFvT/FMk33oHkX/dj6qDfsWBLPakeQAczacvnzjQaiWzqVPwhyQZ6OrYjx/B/mf7ux5iS2AbvP9sAn22JN8blKygTnArVd22yA5Nv/w7Rgxg0kgTHm/7E7C7LEHlP9xyvXXjTNMQ8egdGTe8TNE9zR9tahbLRuo5vYAimHH58EUZTxFKs3raW+MeBXwfOR5elPWwc/vJGuTBv1dgVxqtzJIsRtbLhVCbTyAH70K7P2SEvBeDeI1yZmbtCCi7HNWEMRGV4+pHPsflRjxj5nwicZHH3jZ9RAZPf0KxhfVDpZgiuSGFOtNjF9W0fQJN+stg978jAk88dkIuH+0ryzNvBtMWxtVqNKrlTf6VKpGv818eI/7E80kuUR7tRch4sn5sbweUKJHXmjkoOiwNrhEK5wLUmvw6cJOECafeCMaREmceTEznoVfr1v2cIZqz93MiA3CbVStjcJje4gp+duFCyMFOSu6jryk4+qtL2xR03p1cv9JSNtUkU6Dpu7gPkmQX2U8yBSBDhkiWl6/ZVqI1zJTsUf8rBdDHExn31MJbFf4YVP/zgy4C23MA+sJYKw5kqPIyK3w2iHTRo0MMIzekJkq7nfgodwym4XJV8CmflDCfBxU3Bcwa8FdiQ4KKBpP+VGnwGhAjzH1BWWhYz5FZ1noy48XJw2UwYosbFThBX4Z6JBgFTaCiBlLQ5A9Hff4Qpuzuh9k9voew5JfCfaR2Eh4w0lkX9q6+R2yK1QRqI30JhbI8wqKvP906ejaK3346zTTE1vo97dG6XJZi8rqkv+41xqmnHEb1voyXDyhbf9q5XXzXcULwFmbc4WzUz/KqkDPtqOS/B1QpEcN32Sktcdv1k/P33QexbMxBvjdvu0xJVtpf+Mm4g4SgqcYsas119NX8ZuVOrtWizeXKtJRIIZuQwa8Cv0d92mSgx24U5SAtaS5Xwwy84Qb/FcEQK/jIm5WSJV6xY0Uhm0mkgMAUZq/+lX6NRl1rYHxmNy6/53nCxdDFlMMx/ZD3q7F2JBi/eG6CLUDzEjTYcMivS/xI3givX+FcTUOnmQZkSfvy/KEcxaBlo6e2kV2XcBsEvDPrmoR/j040vGvuA+4HNreA6lcoTOVy+KmFDeNr4d9/Fw1LhZ8WKFSIk4iyXS61R0uJfsWr6WrT74C5DqOioCMDPGBG/kLmRR80VS0sJZw5uB3+bNlMkPrfdwEkF8Q7ceef9cqqonEH6drdJnfJaWswyXIKrwJ3jUoIrsLE1tWrclMjAwcmRXRIwcn4dQ4Og9tCAWBcqXjhxC1rM6x6kgSWv2Ymbe47Ghl9eFaV4slj4Ui/ugFSJcGi0+ri4Lym/mdbXreAKGp4MUTTtCElM0ZnWuhHvIaFIXXR56uQ5GfXcbTcfwUvRoxA9l6dlnRv3yOCLFqHvR1UlGH25NWP0D6HDzzpkDPQG8CH4jv+6GOJuCT6UyPHpiVi/vqcI1HWoU/1rvFTtGUS9OMYaMFEsZkichpUcDJl96xzbO5/8Mi7UFAPfnxL+Q41OFZ9rRDryp5yOu+R1NJ7cGXHNLc49cTxaDFIvMyWzLJaWbm+dIed/L7uuXZsi8Rs5BiDNUnDJ5+tmrkW8xNn6PVUFMxa8JW6zlY7Wc6hpWX0/QxaSwjDIm5CLgdwIrlwMF9yVLgie5WDsi94OMmcluIXuZsgeD4JdCDP93oF45KxXgg1esVAeFEtuqj92qhQ5t4Irt/CrIwX0BudosqdGivJMvrNs2QpcfzAVkZ0kC9eiGcJv1CNYJ/GnqAYxxjFGvb6yleDqL8rjB7sPoH37bVJs9qTXT/NUGm9atehv9LzvDoyd2t/Yw2wUeobX9sGjmD1fChzkQSO9qBjVejnLN0yyh5VgZeb5dtSU/7bj2lZ35qpWoROo+Vo5g6VBlknGIIURTeoqVar4tHQSsxDwnHUNDAWXzFBliPN2zSJFihgaB9vCgV9g7u/XYdCQ4gHzlwry1Kl3iVx73RBGZNa06MxNaRafScCU43Fjz7Y4O+OWcQZpubKBUqTuXEUpTfXTTz/5BK20I3LuJFL834fGv5wjnXnV44vQuENVg5nqY1GWjxqWhslG5W1/kzkd6dYHVT9fZK/R+7vq8DPDh1meAXwIQTN1Onr0/UZcwWwldRUpw0D3hx8exf6J89B+USdLS2rVhC8Rn32978onMb7GnT8NNa8TH6PZly4adrzUJoy7r+6ZtbgsdkHyjIWYsTQGIxcG498gPja/ZU95x3bzzelo9n+HUYzZk35rd/7oLeiy/0XM2dUMO88viScm+M78MebC2ItdIy0+KQkA30pcjVq6XXNjSfFZvR89GqRrs+ZfICwuNVESOZkrzSn5UfATduJtlQgw7iND+HIBGGs6KxaL/2piZFmO6rQRZ182BdPn+eLjSlFwK7hybXExOMfKODZnEh4RCTRO3H+jRy9A5rwMjNzkc/3rjXPse3sW3rr4qYDbuX+TDRj7kniIJKmKLQh+f+msniLk5/95TOa4xxd+mPc3Oma/iT5zbsDCeXL0hE1w9kiH3/DpT7fj2demGIKLSTYUpqEqzZ+uxUUjQAkueht+/vlnYx5/7tmOFWvW4/zzYpGdvj9vahWG81qTtm3binl6b6DUvVq8gVK1/VVxdbFRgF1/va98j97uuqu4ZIFly5lWX+bRXVJl4VPRevft2xeolpySko6JE0vLxsyQvsUlk+WYKNG95N+fjMrQbMxqsat6zPL9dLddJdeTv2W4u9IDAo+Cj9Xh+T2Rz7/HSFYc04NvF5efEow5/uXmkWr4F4lKtljKJf1HMonUuAd6/RedEsZi+KgiBrxMK42XM2dxcSernHPB6Wbke426X5//gAM7/sTq87qKLBAraZFUSk+egWuG+ErzkDHSl25VfVxVh+d7yACY5am7UI9JyZsSs2aJlhgpezESGzd+gkf++w2izv3agI1E7zQ+4ZsyJUqqTqVKVlw5KTl5FKuXZeCRY4+ipLh7lGsyVbLw/p69ApX6tcDvctCZ7lOnaunqOR1+N/1PtUo34SsnNe54BCHHe2Tdj7z2GkrLIew77zyGefNKCG0dwhczktGj/JuIFE2W7123LgoNf30R94+vg4vvXy9WwQTDuqVyRuXFDn7iuJ3EN2gNE9fhnCczShljc3q/0/tcVYcXBn6qeHd6jvggo/1TyrJRe69fv77vPYLPdMHZUhFcqyr/Bw0Orsb6sp9g3CS5lFYahRzpy6k6/GnBKxbevhoX4fHPWgmvCb6dgFX++7W9G/M3rDQUhhWjz0f/5y9BnSZFjXU9JJl2v8t1S0NGRaLbTfvQvkOqkVJPBbrcttrY+MUfGLK0hbH3gqrDy7xLiUXeWtLNl4nZdMsttxjjk/fwZ+w9icg8dAy3RMXjiv/eiDtEgdxwqDXmSTEG0hfvyGIB3HBWf7flf36DQVWHT0n5O3CXFks1PTXxjlzVKuSaukqH1wUXH3JzjiuH1PF/YBfjUto8u1FgtJLag2ZtgBpFgixkg9K/IVkYM4XFV5JyrFsxfD59/WZE1q6J+FWRiFk4Bd1/eF98uxcYC8VmFQNSmoU6b0SN1ErbNVtcFCj9xAykW5EZS3Rdspm1YeUG1f3c1HIjhYi2vPUT4usJAUq5NLobqGyquCzHpGXZpEmTkzE3ukjuuhdzzh2OZbsuocJpZCeq5uRL1+Gn26i/pNQFua6YqSAa4uLus0TYl5b5SNaS/B0vcJAwKRCZYMA5d+x4HO+9J4WPTa1x44VSISJd4O5ifLN48RG0+vghn0YqrriEV78Cffkr912Cfm/UE6ZSEZs3bzYEc6h7i9xYvKerJarpzH/uD9S5sYqkD1vH6BZKanO6VE+g++rvv6UQtegUZfvejcHV3zPWkdNd+tExJG87imVSK/NW8eUwOD5WcGAX6+C7qQw99phUmdASC6z2k6Ixne6c+vE70uvDYgoT11xD1cJpcX3++eei8GyUnIuT56xCwWXHL/S9RNiJt3ix1M3uVgN+8aQYFq80avpqv6v9EA6Li/uY41IB5f65Qlx1hhUu5xHnN5psJNTS26wSf0fc0x8vzfsR+49KRjAt3erXYZTUMR0+ORoL5ahKl2LvYf7SKPR6s6Fc0OnLCObZpw9loJ1yLmxhh9fR7pmrDAs/B/zCB66LuQBf75VC4LI3qeRQIaHFSP2We4k0SDd/v5VdUYsWvAg7zoHWFt+R1xaXvq7mGBeFz6+/7sRZpY8gtl5DmDPQ1bOnnA7vRFS5rQ5vJ7iultIjtADYKAT0TWV8qGqy+SP+pcRFQCFBrYUbpIcqYsu+NKOFkFbdMByNN89FUyEsZtFwsbjAdEWqBAl9bkq48DM3gosMg1ogGRfjZ3RlqECwGWecG+fIzEZq01ZNVSOKXCj+TRmTuOX41IroOsqRLMIAElO7xRXATU180JXSWarOmoP66n2K8XMTEB90YeSIufhLKYxM6CIp++Pw97bR2HvU53Ygnsn0DFgErylSRWRV2qUnvYAidbs9NgWLvv3QUEBa+N2DXNqEuavRbnAtjJpSAY2uL+kv3bjQOCKhNp1dUomCn24XMnWlYDjR5ul+p4o4WHqAZJ5x7Z9HrRtOGPSq4O5/xWrUzN6Gh+MlkUB7kLRBBjpULstsLcWQg+jVBChxy7Vhs3Jr693puqVre4m6TcFh0qQnJohQ+eDvZKRqfeweI+1xX1BLJ025iXExzsp3cP3D1fjeppKtyn1JwWFWVs3vUdnJ3BecJ/ecW8HlBDPxzbX5Xdz8nF/79v6SajxTIXtRKjka1TpUlKHGObWw7+A+VKhU1uBTVBqMwJLgM/nipoiaNAKRD8ntFiLpyE8WSljhZdamlMY5sl/8zK2Im94xB/zpouzFXHkt0iIyxSJLsU3+IDuMe+0uXLzmq4AyTlzqCR3hWienccKVnMF3qKzCNgMGIWv/dgyaugyqQlMgxsWswrMrB1eTOLw1CWVjY2xLPtlNwEpwMb7FcvtsZADcINRMg7QBCixSBBdczkScJ2dA2KjFkpgfZPVOvdFyoCYkGkhtEVocj+8mcycDMQsuEjVdiZf4qxPYabu6xq+EEYUF4SBTVYzGbHFRSySxUCMio+NGbCP1GC3v4/Kn2qlnOC0yuhwxN24AocpkEQ4UcBQofAeJn8JZWX86WhT81eVcFefIOVDomvGXKpXVy0nu+0hxP46Sw7uqsR8zkshcU0UjLH7/Q+h/1jtGhXbjtgo5pNzzjelIl5JSHJ8wK1xQEKhkK5X8yTUhDM9LiR66oc4SCybHWvpfrhjvC2Lp3CduOrsWLouL4zPRjVUZWrUyVYGQL+4e8SwOVZaMVoH/B0lHPkdcPFtX7kVU5eKIru+roKAaBQYZxT1yEJVC1yp+qvreLaWI/vc/X6FhJ8FFvL4o7lcKLiUkVPxUf3cgY82ftatcgWTm6oiIlcVFJs11piBi4ztCCS4+w718odDOl3IRrFPLTYyOgoLCiPuMgsPsVTDDz76fyJk64ppKH/ePW8HlFOOiosf3k3F+LAf86RkyGjUzEosIJv9pGuPjqHIVkJF5yOBRVJ5zKJ/cFHQZylrSfcexWWmCfHCrHPyn6TTnvu/R5bXm4irMNISbqlyySpTgwSNGIFnok+uilGJL+AW2UhIWoKuaY1OgH5TiAmfS4nIkDu1LK4uL+J8woAMef1XOTUq75Z7R7gSXOst1XA6nMkEiFAIUHFaCS2mYZHRktmRQZLxWTWWpkEGzUYMh87dKXVfPK22Xf/M5K8Hloz2fVcTmRnBRQFBYESZqpmx2jEYXQsoXHOSyJAHTlUkfA32FwjB0gW4puPwTVJYiYVYaqZUwYncluMxXcdvBPVI2/ChhjNTMCffNknbP+EIg45KWsLx3XILPivxjwSOY9v04Y10IVyitu1SpUoaiQi1aWc92a0kcEg4yXPbnWhlaaV41umSHPo6e+yYyKTRQ35ivSxi7ACOXvoLVOxKMeVIQ2GnHIgAAIABJREFUOVlRZBTEcW8p8PqaxMecBBL3CGmLzS4DUU2Zrl4KC3ooGDtzwoeZvolvp/5UhHbI4WmuO5Uz7ptQgouMnTFq7gd18Dccy8O1J1OnEGJclhamk7uVOGRyS6VKlQxLh/hxK7ic4KVQ5r6kQJw2bZrtmjMprGjRdAln+LL1bAWX9jLSNPkJFSWuDRMoVKMOzlJ1KSknBRf7P/fcSqSmxueKBjmm4olWnqdwrJfVGOGyuFjcYtHPifhGaOFtf96C5bUmOWJcYT6AzMXi5lNI5OYgc7QShmRqNKW5MSjgHpfzMxScdsyODIAMhWOSGMjsyNTNWV0k6uXLlxubglor+5PY9EPLOuNnoJQEzMVQTEYXXGZtkvNjHI+CWQnnNyX4zySQwNkfamy0ouhK9J/R4GZlQJ3Zf3YZZoohMaGFglltcLtzaDwf9H//56sOorRvMyNV8D8iyRrjJKBLK4h442bhnAOWlNSHU5U0Fi6NRMKka7G6XDkMErcJccl+VvFKvpvaI7V5xszGS3Yl19RJQJNpUPMm/IQjKCNS2ynK4qLm6rQx9TVS9KRcfoF0cWGAOye8gkWf+w4jq7DQEzfNw2d/zkDCro0GHbKUDfFudY6LY9PioqJCPNL6dzprR7pjTPMDwTvpz+7QKuFnshPXg/ByrrTWzBarmqeuPJHxk7kr17aVxXW2FNHm54Sfe4JCzklw0cphX+5bCi+lKVsxMfZjDGf37t2GG9LOyuazhJ/z4g+VFsKtfldjm+HnPqB1pi4x5F6wE1zEC9eEeGb80cni4rvZn3TyhCRcUXGwa0qh9NGNL55odcRGzZHWM3khm37+jH+TNbz1VrYkPO1Ht25yrY204cPHiVV7ULwd5wb2PPFoB79Snvgs+eDTTz8tSVT+u/tsJhFO70W4BJctwv1fBFyFFFz7X/oLlftXQil/8FM9HI4YFwmeZjRdHtx8ZPJ2sSJlnVHwUJMi86NmQqZq1cjsqDmqjUGCptZmpa0p4ULmqQK7ZoauuwrJmAkD/1Vtj1yvYOWi43icp4qdWW0+M/yEnc8RJ2RMdoJLMSSOrc6qXSYZG3aC61K5lkRn0EyLt7MACDPxomJQuuAKwEsnOgWu4O0RyfSqcMcdhmJAXBMXxIlVo8DlHLmZybz4LifBReZPRk4FgM8Qh3b45vvoPiXOqOiQITnFzzgvBqtVdllAYSHHYNaM6UqBEsUqoHQZcbcc8hVbVgk6VvNU8RlaT0pwOVlSShsmPuxoVb2H7kmejaH7lMyce8HODalokM/y/WSSZO528VB1YJ5MjrjjM3aCi4KI1jPXm3uCgsBu3fl+wsLsxkZSa4sMzSntn/11C0HxCycLV+1z0hhdYlx/O8HFsTkvzpG4s8MH4aCixTWZJ+WbqFzkELj+OD3N83ihaeUZ4rgU5k4eCMXbciiT9ObIuPvqXSt7+ihGjChnHHGLa9AT9a6qg+mvDg/sdTsFXimJak0U7woV4wwlJHLzfTgFl6uswnDex2WVDs/0eBbeZQooC+4+I1cPUKu2srjY9/XXXzcy7cikSfyrV682Nq5VOiaZG5MVqKnx+xtvvNEgPG4YvT/TTUlUtKKek1PudOkQhl+kQjhhUmmjejo8K9tTa7z22muNrDg21Z/aPr9Xz1E74+bpKMVn+Z7hYpGUE8uEhE+3g+pHOBThkqnTl8vx6YIhU7JK26WLiMy8udzaSnxwDhyPz5j7E1cUKhReTE8lPIsWLTI2rkq35/s5L8bB7pT7jbg26uAn4wbPSsyLjJ2Wbraksuvp091FAblJGC6zrSg82YhHVu42p1kT7nelqsD7779vxBdry/1md4jQI1Mww71G0tN5/IF9WaCZmiLhDkqL9qdhE59Mma5ataqx1rSEGI9gyrA+rg4/XZtUnDgfVjWnEFPp1mXkZtyjkulXXuigQwcerzgisPoOE6vGDFfCra+fmi/fScWM60c34f1yno/rEEjnNqWPk5FSUaBg4fpwDazWnfBzHckQKDT4zEwptMo1sponFRClkTPWQU8B9xzh/kPOGVIIKvgJK60sFcCnQCJN2aXD852M2bK9J/eJEW4qQ3Zp5twLCt88nqLOZdnNk7DxO8LAfUFPBeOcqr8Zfn5PV96PP/4oxYLXGLzCKh2e33HtlIdFeV44Lj0dZni4puzLvUXBzn2s07VxjELoMkNcrCuE57STsfm92ndU0KzG5X4jj1CKKt2FpG3yKD6fJXv7+DvvYLvspWLF5DJRqbp73WW346kxt6DHffcYe5I4IO8kXMQTY9GKr3B/0fPBbE+OSaFPhYTKjlMaO+mB4/EGDqd+Zn5nlWav0uFPt8iu68oZTlL1dC0uEgGlvxJCZJ5kNE4WABdXaeaWFoAGMDUkajsqaO2kaZAYlXbG50hk5uwlPStPuX/cxCQoWNiUhkvh4mQp8nsyLuUqcsoCUmntbnBCrY9alrL8VNqwnQVg1m5VrMFOQ1b4pduFDFhp91YuOx3f7Md5ED6ze5bf+Q4+fyhn9CYaazRJzuhQ8JFZW42t3DQqhd/KhabTtYpdUMEho6CgCWj0TPTRzigsXLhOrL3LDeuCmiybk6WoLEvCqqwvuzir7lZ0Y1no7p9Qa0NtnMJCZdY67R3dSuT81HvsLC7dmuPcSK9OcTzSNl1jdAOyOfXVccK+dM9RKcqReawtqLLQuEb8nTFzCi5zkV0Kb+KEuKMwJe+xsxTJ6zgWhT5pl5Y895GlhSvjzZGzqXNFobhB+JtKctF5kZmvkkcQHsWrgkIaMl62KIt/SFZqZmY12SPr8NTDjfATMwvFIxOKD5rXk/inYDOyHPOphdPicgI5XypnKPOYxE4CouCim4GaHTV+c+OGIAFRADC1mATH+7zs0oEpXPSx7JiBqlbApAXCpIQRx9XNaSW4+K8SJmS43BAkZMVIzTEuc2yNjJjWA60vq7iIYqTEC60XEpnd5iYRUtB1kostmY3mRMSz5HBxH7EgVEaZneBS8JsFvc6ErbLC9HmS2XFTvSFXK9CtYrVRlSCnX55ZaDzDZCUUiWNqoEyFV9XhGeOyigFxLXm+j9Y1mTRxTNoyC0QdfoUHdYiTQlK5dazilaPkzqx2oq0SHxSKtKSYFWa1llwPvl8lN5BBWcVZiR+l+dNyZwxCuWmt3M+ES6cL5W41J1wo+MnwuXc4Ft+vCzpzjEhfZ8KlXNtkqlaKAumPTJ/jU6tnyj/Ht+pLQUS64vdqXsSNXSyP49GaU9afcofpbjEz/LpAV0KM2XhmwaXoip8TJ6Qp/k66MZ8p1PHLNaX1yvfYlZBTyqmqUOGkNHONuBeU9UaaUrFktW+yxSI7KIKwoux3Y4+LN2G2P4FDFdAlv7KKcfF7wqESZih46ZWgd8mp5VWMa/aEvug1/BXxZnUWuJqIx2hgrko+6VmF82Wvbli9Q7wr9xqenaAY165eJVHn3SL4e8ZOlPj2KIq9UMWId52uxaXKoZBwuWj8ccr8U0FXMl5uCict0+zX5QI5abH6hlDxJRKz7ktXgmvt2rWGy0LPnDJbdzpBqHRoFfR3glvf2KqitL4RzYRGpqLcUZyDk+DifJ6S4wScE38PZXGZY4Jmzc0Mix6LoPZIJcQuTmPGlxNO1NpQ6CrB5RSv5LuJFzJa0pbSlO02qUrKodata9ZW/a8WN9RkcSM15hUm0kJZOny30syJP6fYlT6WUuoszzX6hZxuiYdam9xYzzojVAKVOCJe6dI1N8JKYc+1oYJAuOyEs4rJ0tVJgc+/gyxc0+BmgWwluPRHzHhQdEKXu1lwmcdy2sP62vAdpBPSmJ31bB47lAXNd6tYPYU4/9atPwqRoyIsy4lCM0UE13ZR2CczZV6aWdGwUvjJe5TyFspCc5RmufiSuCfeVKPLkfNgo/BZumApSlUSq1Q8HFtEMdUvHVbPqCQfXQlylQ6fl5UzrBgnNzpdRlYXTOqMkb7Sr7/+2mDEVlq6IjRuQqU92ZnIjG1QIyWxKBeEVV8luOjTN2vxOiOl1qPeaXZ1KEZAZsYsOW5gvSnXHz+jlskkAy4aNWkrzZtaIuMKZCjU+JX7w8rlxjlxrsziY9MtXj1hRcHvJLj0OSr4zQKaG5txK1qD5qavJYmZGiatDKu1VO4hxqlCCS7Oj/Ni/IzxPFpRVum/Cn4mp9BS5HuVm0afR2CedAuKslJL4kIr5N8Ysf4U06D2zfRr81rye8af1PmZUIKLFhbXj3FcWl1cJzIcq2w0xi14PEFZIlZ0xvfbraUuELiXyFQU/FaMjTgkXBQA5qYzZeKf687PrA7bq7G55nT50kowWxf6+IxP0q2ovCpmFzP76vCbmbiydJo1a5ZDcJmFCemMcUPG0s3WsxknxKtKiLKqPakSwzimfmTHKoGCY1FY6ULQTLN6cokxhnh9RkpMU/ETpcQowaDDb/b4kCdSSJLPOjWuZVZWFszHZ8zPWPECcx/dVagfIE7eujlXtQrNMa7vNybiqkvkPkZ/MywupytN2O90LS5V6kmPsTidMSAT1xm4k5ap3AD6pneKLZmJ2KqvElx0f5k3m50FQMbIjayfTbNjMkqYUHvlplDZcE44yY01919xcdHXT2HvJLgUEZgJ3gluPmO2DJ20TJ2h81krPCk4lKuKafyhBBefUWuhavI5WWekEwbP9ViFLb5lLUtJ5uQBcbNE+itjONGg2XpjXzIyZt5ZZXSZmaPZ8tGZgZWlZ8ap3t9sTTjBbWXVEIc8umCVdcd9rGcoOsWhzPvSad0Jv7l/KGvB3F/RYDe5CdhscZndd05jW/ETp+xgM+1bPa+vj3ntzDSrCy7z2KG8BGZ6DmWhOUqzU/xSF1y6q3Du3N6iODY/5ZJPHGvcrINY8+MslC9TxucqNGcUEuZwXiSpYlbKVaiYDuNXgVPpfkSpAL2KPdCvTU2WGURWAVWl8fSSi9xUhqJ5DLUGJAoSA7PVlGvQqq8SXLQMFONXY+iEpsdF7FxJtKJY1y02NjaIFMxEybFoSlsFdpUgUedVqNk5ua5YB42V93nuSCkeyq2jW1x6RW6zK0RtMGpNeuan1ebhGjCLyhwENgtAamxMVtEtCB0pCresOakEl5lZ6mvJfnqMxUqAqjlaMWldYJtjXGbhrOJSrHRg1tLNTJl9GWuwc40RFmq5zFYrI5vQLm7FubJeHpNVdAvV6pyi3VrqgsscI7ISPGTSZPS0RsxNp31zvNjcV+GbSpSiH7PypT/DfswqVDRkRd86/OYjMOpv0r5ZcJnxxe+p7JAWzTEuM50Qr1wnu0QRJdQYa+U8nTwh5ngl52+mb11wWQlMRZdWMS4zfrn2KtPVSQ7lVYwrN7LP7Co0W1zzFn+NO1qejKHnicVlTocn8rj5GvpLOHFCZF4MwpsrxPOwMYPRQ/xV0NmXiGUSBwO4ZJB6GiY1LGqHTM1VnzP9l+4XuvrM6Z3sR42SgWD2pxZOJsOguzkdnpuASRNM0Vbj8Hm+j+/V4XhH0litqjGb38dxmH5KgmUsp4Mc/lXpuExJHz16dI6q3kw8oaarpxOT2RFXTFAwp/OS4Dk/1lhTgWAydVas19OL1XNMllEHXFV/au56urhV2rd6npYdz+SZ04at4NbTxs1wKziYJkwXMvFklRatniMuVfo04SPT42d06ZnT8q3GoVuJdEYXkN7fCm6VsqwOMev96a6lO4yp+/ycz9NFY07nVnArQU93taqeoNLSzXDr6ezqeSpp3Evq+IKOR3oryAT0dGx1VkvFl1V/umRJg1Rm9OMZ559/vkFbduujxqFrT6Whm+Hm/lOuMzUO1/Sjjz4K1B/Vx6cQJX1ybvycwoV8hK5SMxwq7vTQQw8Fjj+o4yFUNvlM3bp1A8/lhr7JCyhA6W5X73WiKwpFJktxrdmfuCe/IA2Y4baiK76HeCFNmKvD80gI44MMDyj+Q28EixrwmIU5HZ2uPv1WDL6ffFOVl7JKX3dKfz+V/uFKhw8l9PIlq9DKJUPtzcriMmsZSssiU7cKBKuss8DdXjJjO/fIN3ItNjOhyAyU5WHVV1lcjNmYT+9TAPB5WoG6lm7lkyfyKfzICKhR6s3s0uFYPItGoWqOGSiTXwVAyRAIN+duVRaHZ1booiITUE0dMtYPfSv4rZJClJZKBqBbXFbWAV0vrEhC16rezK4Kaok870VFhi5V82FhpTFyAyuLi3DzPJ45LZrX3NDiUlYo32tlPas5KqVAtzh1C01fSzu3FvFExmC2uCi0aFWr+Ewoi4vvJTxcb1pcbHbWCOmKONMP31u5t53WUh2+ZQULMmUFv5XlRouDOOU7zE2nE3UWigLKKl6pcEvlSdGPkyuXgpi1LFUcycqy1y0uM76Ui47nuswWlxVuSVNcN66D3qw8IYxRU7BynmaaVThR+LdKFlPjM9mLZ1P1cILZwtMtLnPIhOMot6c69KwsRjue5+RWVnAVRIurQAguK+TZuYDsMn5IOCqdVWWeOPl8rYjVLknB3FcJLithqRJNKLhU9iCRbHZdKMTbxdus4OPYjHeYXaJWMRASKhkStUHGyPR2zTXXGJabXupFwW2uQmFH8HZ+fSsXjp3b0i52Y4UT3a2oVy5RdfrMBYWthIuTT58WCK1TPRnIbs3s5mOXmm9O8CFOeWzC7gyNFe3b0b2Vi9MOr3ZrSRySsZsvt7RijFTKGC82B/StxlbKk6q4otOgFf04xUKtlFs7pmulPKm15xqbBZeVYmbHf+zS2a3gs1NwCDetcHN808qNaI63KcHFUlzqDKmOV9Is6ZN7Xh/fDhY31XtCCYncfH8657isjlXYvTtCEiZyXhVs6k0Cp7bstsguGSbdRqzyYKeBkIjpWtOLTPK1ZmJVWhbPcanSQUr71jewOUZhRYB0rbDqhPkgrrkvCYMmOatfk2HqAorzITFQA9atEbuNQGIl0yCsqlkxAcLPYD4J2VwVWzF6at9syuLiZtKrf6vxyQSpTVoJLv2wNd/JqgOqEreV5qlrzPzeavNx01BTJmPXjw6Yma7yy9PqM6eu6zgh/pnVRsuAygkFA90leukdWjiEW69ObqXIcI4892HFBPRAuk4/dsF7WuC0nlW2psKXmTkQNjJQHhOwquBPbXmEVPwmzpTFZUc/dEnTpakf17CbJ6sqmBOECCP7q+w/VuhQFpcVQyd98/aEv//+O4gLmIWl0tKZBMT9QYVIt0aUdUVXu+IbSsAzs87sVbCChXNhbIlzJ1NTvMAqaUrxGVanYBaysqzt+A8vta1Ro0ZQSIITNgsoRRdW1qlu4Zvph252c8avOY7H95mFMPFK+Dlfq4IE6koUVuzhpbzK4rKjWSuL3SwMwm1xkV5zWzkjN8KRfV0JLnbkwT6rg5dWL2QZHloCDzzwgO3ZA6UhMAlDpSc7WVDcOBQwuoVh554jTFbZPSQ+vkPdOKtgN2vqjLvR3UbXolXdMaugtp0bxGrj2AVwybz5HQ/h6tlvVloT56HcBebDqGQmTJ3XNTKOTeZF4agzDTuL0C7BxQrnhIWCgU0/QO10Xsas7etrQPyTOZGxsFnBYge3lVZvp42qtVEpyooe7CwDZWGotHfFeMxuJApZWixk1HSLmt2cVpabHS3bWQBW1pJTdqIZX07ZhoyVUADoxzLssuXIeCl0zYfErSwUMlcKfa6HbvnbCRd1ZMRcI9LOUlZHSpjyT+bPZjfPUFa/ma9Z7UE7ODg/7k2z0mvHI3TvCyv1U1mhm9/u+ICVR8DOslLrQ0Ho5j633AoQc38WXKCCx+SjvGyuYly5BUAXXE6ppwwy8hyO0kysXABKy6JWQEIhk1TCRBcgZouLricSCt0e+rkdnpthPMzcdOIh4+Q5DwY2rcqlqE3MTRgqY4rwU8ul1qgEhhXBK/jNwpt/k9HRSqRWyqafHVNxLlWRgAkCTAhhXUXF+NVcVb1D4psaKd+pV+TWcUL8cTNQ+VCZnxQuZMbcAGZfP5k1g+LKmuXzZCS6Jq5nQpkZMv9mbIuWillwkflQCCq4CSeFMhmaWXPnpiYjpSuFOOccmZmnV8nQ50n8kdEQdlrYZKKkG6tqHVxLBsxJ0yoWYyVwiAvi34rZKxpnUgPxoSwudZBbxy1xyLGYQGQ+20d8cQ3U3lExUrsUfK4dv6MyRgXUSchR8WGihG4xmN2hupZOOmHykG4VmmM/CucUGHSjUjEjDolv/qiEBn1tlLKqqtYrXsBECKvsW8JITwjX8eeffw5c2hh0RY//BUzgYryJ8KjUf+5Lro8es1P7ksoM6YQ4UWXAlOeF8zDzH/ITVTuVPIhzYa1BvtfcuJZca86JZ+yoNFPw2xVH5n7g/iVd0B2tlFgrmiVc6iZsc0hBwRFOi6tACi63JTwouLjQDJ5T82QGoV2VZ1275UYng7HTDLj5lHZL94Td9SVqQXTLJtQ5ElVVgYtME5zuJbo7rQ5XKo2KhEJGSSZKIra7bVRnEtxE7M9nrQ40EnYyfBIxtSTihwkbdvhTl/pRmPOKDB6Y5sbiBjELLo6tFAluJqUB0wK1OvSsmCyZATcW3bV0oVodrlQxNHURIWsNEjd29zXpcCgXqBrXLLh0uIkX0gHXy+yeYj/CSTqiS1jdEs2+dnUMFdyq7BcFJBmDXYkfrjPnRWZK+iA9Epe6dasEl9J2yQiJX45LWMhAzHRF5s11p6LE9ea6MinD6pgB56lKgJEu+H4n74PCiypGTdgJN/el1Vryos/9+/cHaniS3umWtWOkHINKHOmf81TKg109QL6buCAcXEuuGRUvcz1AFcelgCauyaz5OxUTu73GCi7cv3SbqpJTVjE4Mnvim3yEa0+4yU+skoaIP+KXOFcV9FU82u7qGs6LChDnxjHJA6jMWB0yJ/7oVmajC5lFdEl/qqKOWdAppZD8gXCTzkg/oW7SziEx8+ADXXB9s+RNXNvqTtsyT6fz+lxbXG5KeLDyNrVJmosUACQQMjya8HrjaW26JGgFKQ2e2pLOcNmHWoiyNphSSqKk1shx1W3G7Gcen+9i+i2tIsJNC4rBeat+JAYyGKZi8128nI6Cxe6aDFaQJ8GQ8KkJclyrOmwKfhIucUGrggJdwa3wocPPjU94CZM+rjK/zZUbaC0QJ/ycabLMHuM7zGdUFAPjPOmDZn+Ob1W9RMH166+/GvXO2Jf/sh4h8W61mYgPujqYuUYfPM+u6fgzw//pp58acHDuzPZU60J6MMPPfuzP8difm5bjW60lYSOsZB50ezFuareWHJcwcz25PtRQuY5WOOF7iVu+kz9M/SUM5rUkHsiU2Z8wkD44NteU60NmQyZDfOjwE2ZaRISJdEU80vK3miPHZj/G+Pg9GSgZtR0+iBPCwVucGb+iRUDrkbcXmBtdz9wzpCvijjhhY8xUWYg6/ISFcKtxCQuVV87Val+yH2mcfIL7jbRFJq/HkhVMxCXh5g/XkgKH+LajWeKQY+v70rw+HJu4VxXr+QzHJj6IczOPIk45DyUgCK/am3b8h2Mri1WlqTNeZ1VKi2Or6hWkFwUPFQ27RsWQe5P8k434tqoVascX9XGtaNHqvXZjUUnm+ii80oLjmKvFe3K5ZG/alXmynZyLL0IKLlUvajUa4a3JD2LOmLFoM0DuyHIo4UFtmmcHyPy5QbhwDGrbNWoiofroz/IQKInHaUzVn5ojYXEzPvuycXz9zJkT3CREPse5OjUFBzcBmXKovhzPzbhW45AxUGu2a2qe/D4U3Ga8O8GemppqMCJaCW4a+6sgrg6HHfwKh1ab3+p9TGPm+G76ExYKfwpctzixWx8z/LkZmzCT6VJwuIkp52ZsfU84zVHBr/BH4Uzh5fSMWkvuNfYPBTtxxz1JeuG/ocamAOWYbvYEBS77Usi6oUXO001fCis20omb/hQqVFhUKSW3a0r4mVXohg5zSy9u9mVu+1DY6jyFMoNndM+o4NInkZsSHrmdvNffw4CHAQ8DHgb+ORj4/Zc1iK3X0LbM0+nMNKTFdTqDe896GPAw4GHAw4CHgXBjwBNc4caoN56HAQ8DHgY8DOQpBjzBlafo9Qb3MOBhwMOAh4FwYyCsgmvlojdx739HoVGLHnhlwn8RKTX1CnrLyEjHK6Ofxi397sOO9fEB+G+/vjIeenRigZ/L3MlDMWbGR3I27QYpmHqpXGUy3YC5sMFvhrmwwE+a342q8t/uQkc7m3/+Hm07dkfbfo/ilouKFzr4Fb8prLSv80ud3gsT7St+n9/wh1VwfSNp1ldKnbwEKSNUq149VLBItS1ogmzfX3uxeeOvqHJhbfyxZXMA/k0s7dSqVaGYC4Xv4g+WoFTFUoiTtGLivzDBTwb6w46jqFk6u1Dh/49d27ByzTrERNdCdvqBQgU796FinBRc7RrUKFTwk+Zff3kqFv7vXVx85wOFDn7FB1d9sRTnXlS/UPIepfg8+dwr+b53//WCiwSUtGUTTpSqUCiJR7cYC6vgZZWDLDnfpgvbgi54U1MP4qG27bBSUqOp8d87sGVA0SnosJuVRzLPlRt3YVDf7oVG6TEE15RX0Om+ntgm1x0VJtpR+Occvv32BznD1gS60l9Y6McO5vyAP6yCS3c9TBx8d0EzrmzhUYLr2IFdAddJn2YXB34vyHPRXYWjR7dH796DDNdPYYOfrsLB3a5Bl273Fir4KcA2btyGSmWPFVraKay4111thZl2rr66AXTeWVj27pnEf1gFV6GRVB6gHgY8DHgY8DBQaDHgCa5Cu3Qe4B4GPAx4GPh3YsATXP/Odfdm7WHAw4CHgUKLAU9wFdql8wD3MOBhwMPAvxMDnuD6d667N2sPAx4GThMDLIb7wgsvnOYohftxFhF+9NFHAxfJ5tdsPMGVX5j23lNoMTB7wgnUa70NV11if8OB3eSSEg9j3ZY/UP5ITZSrvTswxhcfZAT9XWiR8y8GnHe+8aoTp+tH/unoeeWVV4y77q5FfwdOAAAgAElEQVS77rp8naonuPIV3d7LCiMGdMGlBM7GRbWwq+Iu/DKpKs7u9DdOHEjF+efUwrbj+4zfJ0+uZlxp8ebzR9Ck02EkflcBE77eiZuyzsPtD6fhxJHSeP2jXXh8cJ3CiBIPZsEABRfvzuIt4f/Wxss1eUO6J7j+rRTgzbvAYsBKcG35PBqXtDiIla8Vx22Di2L+mBL48vdS+OSTInJBolzytzUDNc87J0hw0eJK3VzVsLQqR57jCa4Cu+LuAPMEl+8mbk9wuaMXr5eHgXzFgBvBtWByFspeVEYOgJfC1Z0SEP/G+YbF9fXiVFS//KhhcZkFF12I7VpclK9z8V4WPgzkl+CKHxqBppOAIStOoPWik79PjLOei13/UM+q5+RNWHFiImpt3w4s74d+7wH1hi+B1fs8wRU+evJG8jBQYDCgYlxmAaUEGq0yrxVODFgKrvj4nJOJ0ySM0/e8YVluEw60yEigcWPjz/ihQ4GJA5A4a5soR8CsWbUQmxBjCDSjtZiJpCW9URPb5buTfXr3run62W2zZqGWDF5z+yzM2tYbsYlDsSiBg9fBgIkcO2fzBFfhpF0Pag8DHgb+pRiwFFwjR+bEhv6Z0/cpKcCUKSefj4oCHnxQ/t6O7du3Yfly31cBwYXlqNVMjCIlZN6bhI0dk7AkdjoiRKK1mCm/i5AL/axPYAUEV7wIrloiuJbPAmJjjXfWEuHrCa5/KaF70/Yw4GHgn4OBM+EqHJDYEjF9gJlJSwzBclJw+a0lwzqjO7GFr8/0k67FUM9u87sklfVGQaYEFxITDYkZZ1o+z+L659CzNxMPAx4G/gUYyC/BVZBR6Qmugrw6HmweBjwMeBgwYcATXGcwq3Dbtm0nQlFkkSJFUKNGjVDdvO89DHgY8DDwr8GAJ7gKuOA677zzkJGRgfLly/9riNKbqIcBtxhISzuEjz/+FtUr7EeJGo0D1TEWzJyKK1p3Nc5zee2fhwFPcJ1BwXVCGkmKabsV65dGhSNFDArLlkOURzYcQNnYGKRItgutLk9w/fM2nzej08fAN0veNATWsR2rcG2rO3HRRZ2x5sdZSD+0T8o9/Y3m119x+i/xRihwGMgvwaWfy7I7u8XMw1ktpyN2yUQgF+e+TuXslr4Q4Ypx7dixI1dePaPk0759acgekYxyk85FqbJlDbgOHz6KvUNSEf10ERwvVswTXAVu23gAFRQMKMtq17rlAQFGQVY35mzDEuvSpUVBAdWDI4wYyB/BFXwuy/rslkxKUtiHLgJay3mruPihkg6/UbIKZzBX3vHc16mc3coLwZWUlGQMGxMT42qFXNUq9CwuV7j0Ov1LMeAJrn/nwlsJLvMxLf6tzhzzHLLT9w0aWB3jMgkuy7NbM1GvTx/wLHKLmSvQUf71nfXyrYv1ua9TP7tVoATX+seB2rXXIbJbA/D3y7AeGH2ZAaMnuP6dG9ObtTsMeK5Cd3j6p/XKH4tLnICzQp/dIm63i6TaRimluQrz4uxWgRFcZleh7iYsc/bZnuD6p+04bz5hxYBKzjC7BL3kjLCiucANll+Cq8BNXAMoXDGuU3YV/rImDZc0LBMAKf11n/XlWVwFmWw82DwMeBg4UxjwBFf4sgpPWXA5Lb7nKjxTW8N7r4cBDwMFFQOe4MpbwXXs2DG8MmoU2gwYhKz92zFo6jK8P32YcetCxLatqSdUGnx25Z04+msp0D2oNyW43p8xFL2Gv2Kk+44a1QRduw7ELfeMDgymnlm/fr2UtpLaVv5WunRpVK9ePQf9pUs15EhWQHZobvrw8XD2O3r0KEqVKhVyv7h5p5s+buE/fvy4AVPx4sUdYfPgP4mecOLf7VgFFf8e/Cfpwu1ecsLZokWLDD7xb79IMiIiAhUrVgwgl5mBnTp1gi54mHHLoyKUF/e1jEar9vcEyQ4ri4vPTxjQAY+/+okxti5rIlJTj5zY1ask6rwr57dGnEzIsBJcPMfFwZYuWIpSlUrhhhtuwBYRUtXr1kX5MifdjBUqVAAnU7JkyQCjbdKkSRCzJeFQuNWp43wD7M6dO1FWUvR1xFhx7Z9//hmXXnqpI0M/cOCApPkfthSi+oObNm3CBRdc4Cgg0tLSkJycLDUofdWT7Vo44d+7d6/xmnPPPdfxneGEn2sUHR2NMtr6ml/udi3DCb/btQwn/OFcy3DCfyZo0S38CQkJxh5xUrbCCT9pcevWrbj44osd94hbWnSCn/u/Y8eO/3rBNXv2bJAe2LKzs5GZmQkeD07Zvw+bf9mE6AtqI3nrZlzeqJEhLzbu2YPbWrQIkh1mwcWEJwo6vanzkZQ1uUqHp3WkTDcdELPgqlq1Kh5++GHHBd29eze6d++OL774wpHAGPy76qqr0L59e8d+tWvXxubNmx37fPDBB1izZg3Gjh3r2O/666/HG2+84Xgg7vvvv8f06dPxv//9L9/gnzZtmvGuUBpeOOG/6667MGDAADRs2NB2nm7XMpzwu13LcMJ/JmjRDfxnghbd4v/GG2/E66+/DvIEuxZO+HmQtVu3bvjyyy8d96VbWnSC3+0YjoCE/FLS4YcuRzM5nyW/YHmziZArtowWr+7Pkt+3y6WPNWtaXDwiZ7oQJ4eSLZr+vP41sxh5eSQ6zpBrUawuMznZ27wn3n//fcPaogBj25X4G7JKR+VacJmtLY51yoJLdxXOndsbV1/dHPeOfw0vD+sZhBY3goslpN5880307Bn8rBm/n332mXEo7cILL3Rc4pdffhl9+/Z17LNlyxZQsv/nP/85bcF16BDL/HyMO+8M1grMA3/yySeoX79+yFPhbuCnC5YWo9l6Nb/TjeDat2+fnC+JNzRGp/bee+8hTg6gnG1yH+vPuF3Lb775xrCeL7vMd8zCrrmBnwxqw4YNuOWWW/INfre06EaJckuL8+bNQ5s2bRyr1rilxTMBP7XxO+64I+B9sVost7ToZi+5FVxu95IT/GbBtW7dOgwePNiRHnPzJQ2Fl156CTHCs+LjahmXSMYmNLW8Dbl14iwkJvRBHx7mGrICcoGx7O84+SMeWBT8zPg6vKeLF0y2xPiNS0VAJWG4/1LKISuSUGfRdCTI5ZGGM8w/Jm9ftrsBWTcs7AQXY1Sx9Roa8mJ463qB35XsMFtczNQd1qcNXpz/JQ4Kz9M9esRhnlTOcCO4crOA+d3XDePMb5hy8z4P/txgK/x93Qiu8L81fCMWZvjdCq5wYMssuJgLQOEVztZYbkCO3DsPs3iJZKzcGjk+Bn1E1vCSyOE8jNw7FtsooHhbMVpjYu84QyHlYWcluGoljkeMWFAzh8v9XCLgjFuOKdLEYmMmQjPjhLKcFfP3aSbCbpt8npi4SASYb0y7FsricosLs+BybXGFs1bhtddeC06odevWjnBTUwxV/5D+b8bKiknZKafmZiz6XmkdOMVr+I4FCxagefPmIfu5eWc44SfsbCp2aIePcMLvZo6Ew00/t/AzW6tDhw6Oa+52Ld3A5RZ+t2tJTwKtDKfmwR+MHTfr5Ab/xCu1/s6dOzvi3y0tOsGVP65CTsOmDqEhhJTg0iwu/8xpJbWGfD5eLDERdsbfmuDaLq7Hfgl1MGNiMyxv6ROI7DMgILhErOXS4qJV36pVK6jkl1MVXHyOVtdrz7+Hvg91MzIJ9ZarGFcoIaMGvu2229C/f3+D+RfGtmvXLiMhIZSwLKhz8+A/sytD7dFtzbUzC6n12wsz/BRcTJqoVq1anqM2/wRXnk/llF9AA4W4vuSSS4wx6IIdNmyYYSCoBAu7TEL9pQXiHJdbwRUuLcutxuxWy3XL+PMbfrdaYjjhdzNHt/gPJ/xu1zKc8LvR+IkLN4zfgz/vLC43gsstLRYMi+uU5UqeP0jB9cMPPwQsLLpLmeFN+v79lzVGLGve4q8RWzY7kFVoTuZTe4b/6grf/7N3JnBWjvsD/00zNTM1bdo3Shdlu8nORQglF/njhlyUXZZs4dq5oZB9ibJv174k3BAS15IQIklaRHuzNTXL//d9znlO73nnPe95z8yZaQ7v45OZOed5n/f3/J7f89uf34PFNbzvzvLMDz+YeXgmZ1DmyabFL79vgTSZXio5d3c21eJTPYC84447mon00aqRd9xxR9KzWsmwCxIIVNozFXX9kxRqMnTq6r0kWLRq1crgtS5+fvvtt7rIW5pEjroY3w037yHpIl3zqW/40wW3HYekERJy0j1ufY2XyfBDhz8oo9taj+jUNb7Gjh0rK1asEBT1P2sbP3687L///iaB6PTTT5dZs2aZf/DO/33wgW8KfDKLy54D23TX7eWww4YkF1wMWHnUbCmb2LVGgmuA5uj3799fiHURXEzUgmjDQbXcIGMF1XLTabGkE/6gWmI64Q+C19Diiqfw0OLagI900k+QvRTUVRh0L/nBb9P4mS3vTRZaCNKH808w7GRxbJtuzj2Jfi3oOxkvOzu7RmNdrSXvN998c/n444/Nv4suusgYLk5X4Q1n9JPt+u7lmYXuZ3EljXF53cllZ5GqxRXUVdhQtZSgjD+Ev24wkOn4DyK46gZz6Rk1k+EPKrjSg6n0j5Lp8L/33nsmt8EqBkEx5BXjCuQqRHCVbp0v3ZZGb0B2lH+qK8EVRBsLomUF1fhDiyuejILgP0ifoPgPquUGEVxB1zJl+NV9q4cLuctHNDVN1P8RQ1pQWgzC+OsMfh9O8WeAPyjjD0qLKdOPD/6DjBWDn3OTGj+SE04QjblUGzWd8KeTFtMluPwyCkFGw8sqvPFGkf/9Ty8E00Oq7lvXgFhNUY1+ixx+eOSGtttvJ6InMmpU5GcaWhDGWaPXAO+bb4qce25kHjBH5qHxrmpNS+VoUE80vTEyT+Z84omRv5O0QPAzJu8HHj3kmLQ9/HDk/bY9/bTo1b7VH2NMzrJwkKSGLRD8NRy72mPgFRrScjSx+YB3amhCi9CUe56sHWuWoFxZEMGVLvDrYpwGDT+4t+vjEYYIKrhqhDdo+z69VVirVJj1txV4nDdFeg38huaZQ0d+5e0Y45FHpFLL6i3VdPIOBx0U2fPQJrSYpNpPjeZTBw85BZd1FSarbQsYXgeQnYkZ9PFMzthoFtf06SJqXlZbGISWMuliLQtlznFpBQoW1gg0GozRMkclqHItM5KjlSzMItM0JVZgrpSBihJZhVZuqHj7bWly9NHViQgigeFq34Vap7CjjpPjUy2CV3hqUBApQue884xwKr/7bhGtHhDzf992W+TdwP7SS5E5ac3HEg3mN9XyOAZ+NiZMkw2CxsV42r9ShXO5ln1qsumm8SRnGSmbQ59PyvjZgCqIShWv+dR0s3hEw0MBoAGnanprFCZzDIIAtMJpYNcYptEGtcyWEWbat1DPXTWnkDKw61EIMw597d/jxklZtHBxQv89a6DrtlDTa5MdR4hpifjlvQo1RxlccUWFNGvTZoOyYzEXZRTmz6uukjWbbOJ9ptDiROmi9IsvJE+rVWeBM+pwQlsoIZaBQnNKs76Mn7XUf+Va8aPamUKeB19WAdO/12iB6iDHUIJo89UsLvDtoewFEVyBtHSl4XVaa7SJlmyLKT28k33JPG1T/K3ZY4/q82Q/sp9QHBRO4M/Tv7NZT9aP/aF05VT8ggquQBaLE/9UxADmww6L0L+z6efrzjorctYIXgPcCBprKbHPVRkv16SFHNL02TfwBxr0AI1h3SseyvX7almRCEvWyb5X4VqvVYAQbI0VJwYP7M3o9zcq3kmUIDErCF0EWstE/E4/32GHHeIOXhMrKykpkcfvv0UeHH2HbDdytAzb/S8pZRUGtrjqXXBBeC+/HGE6yjg8mQ8uGxiD21Rmg/PP+TkEzqbAtQOBQWgQGX0s8R9zTITQb7opnnjYSHr+wPTX7xaqcOikf2drLUIDl9V4nJucd8DceQ5idVotjIfVSB+3NcO8sZqc2hdMFmLH+nJaVIzPZw5GFjdvBASEj3ZGAV5qlemGQHB10r+zlWmY5xFUwISA8tP6gAENDzyCJyd+7VydjIINxxyd1gqbETzTnnoq8pNxwbl91goa4GJcGvhiniqoqwkunuc9TiuHzQzu+RxasGtk58f3jE+jD3NhY9t3oxhEGaKTB9Xq94EDzXor9qQ7sFpLmvfzHWvLHGFSTtwCP2vJd6ylZVDgl/UFZqeAdALJs9A3zWkRO/tYPFh4oEE95O3JhPW5IIIrDk+Mb70DfAFuWRvmAkxOAem0yO3vzNvSuFXm+A6FgD2ZKMELumAuVggov6jSAq4lqmgZZYVm95/dA/AcGjiFVpxWk5aNi+0vt5DieS/PiBvPTjx4ERPfA7dzTtaC1P6egpfv8XhYt7UV6NaKc9KS9u3Rrp3coPt4SOfOEcWYOabJG5Vsf1iLq7CwUB6/5X458pxhskCznL0K6zrHqvE5LmdyRoVky28XFkrH6xuZK04SxbicWSP2nhSAGaYb72YloE1UizKEwIaFqWrhXdNYBCWEIs06LNhpp8S40EUwWqJWm0+WsZNUs9CxKr75RtYqsZrKGSy+h++YjWAsLucBZIhWNW3DeGkIRf2sRGseNlWz3o+gPeMKDkK1k/eEHxghuOiGCaQl6oDG4tKfxkrFFcjzMEuXppgUZzpGrI8VEAk2QNxYXq4TZV5YjFVqqWRrCm3MsrTWomMtYhajaqhG4PFOpQEDf7RfbbVEN9EFwUXSGFFUe16uNN1mitbomTw5XiEDhzBxpUHgX/f779KUwsnQVwJXt4GLgqXQH5q6ZV7QIO9jb2mNzhJNy46z2FEeEBzgDmVEabdYLeI8fX82ngmes4IOuBgfBqewLFFB2BElhz66Pj9/tUY04m7+NHJfP6tSj0ilWhjZXLXDF9bCdiE2CF55JEi/pPjH86Lp8J7nuMAx+IoKjKB7KQhcQeEPMlY6LEZu5jhSjwM8e+ihskbppEX79r7yJp17yctVyAHkOskqdJd7YpZB0uGdefrOQ2UcIqNasW1cMfDMMy+rEpavVcZLfJFYn18uWtRYq1ZH7rhyNgi/nWotzvTQokXFcscj3eWyy5bWJ4g1epcT/hdeaKGltwrVs1VVo7HS+RD4Bo62bct9hwX+VT8WSPnHs2X7U7c0fv9MaoVa9qalWqHJ4F6zppGmPjdKig/mDu5Gj26n7sUsOfXUlb77iHHz162R5gt/lMZ6C0ORHk1BYfBrzfTMzaTRi2XwVl/IzIJtpYm65Cv36CuffKh3vz01Wa3gHWVe4y1Uti2RxfOqpHnbnEBw1+W6ffTRRyqTbze3R1xwwQXmVRXqGl66dKlRPOuzIQi5JYG08No0L/h/+ukn44pLdkMG76Vg8UC17vPzm8ktt4w1uKnrdrh6dbhKyTYEp03XD/ruGmcV+r0gkcWVSHANGDBMN9hoVfg6xjxtKIo2vj9ixFSt6t1P9tgjfbUKf1ftdbrGy0BioubULObPXyuvvMIVIaiQ8c0ZI8JgdBpb9LReSQTCFls0j3s4UuCyX+yzpFqi9sRAadu2SLbdtsB3ndkcY8dm631D0xSX/Yyi7uW9mDt3kSqXHVVgZZuxgR+F2O2a99IAOdxNsxd8BtES6e/XDzj5x/mUs8/OUQ9xI0/PsJ38m2/+phXw2+gmzIl5+5in09iza3nnnc2MUYkhhsEQNWhieHTC5fSYWk+U7RhknsnWknd//rla4iVvKgP9R0LPHe8sKirXeoZZWion2zfubuHCo8r6gQPewzLh7bOeLvpVVrYw9EB4GGMqGrKNhTATwQ894zWjP560Ro3W6Dq1iHdIsHnppBYL3rxu3Sq03zq59tp8806MQWvEMQ5dsc7efrtY5sxpZhwvePQSedvsPDEkiRxgHLGmzvClG36uTrpJLXIKHXyh8Uean8WCN9Z6Ndu1q9C9xL1RuQY24I2GWM1P/uEgeuihUtl33/yknjaquF977bUyb968hAUX7BzZk4lyl7zgv0/d3tTvfPfdd2N0nchifOaZmbrXT1LFu5fe/HCYeqAPThojrSuLy5eZub6slasw1XR4W9LDfbXJoEFHK8JOlZ126m8IxRlWAcAePXrIddeVyjff5BkiTRR2gXhffHGVeubyklbfICBJ+ZHRo7/TSydnqkdliCferFckN/dqM2afPpeYTUK4wyppCK7VqzvJzTdHDuQBo2WaPM/GBWa8WJZx8CzftW6dpXHSeXqRZnfznF9yHRscoYIbH3lrN0wi2QvzystborjtpH1L1ROVZzxHNt6NkctYW2yxSJlQRy1UG4H/gQcelp9+OtF4ax3Z3Z74ueSSq5UJrFZhEHWLpkJ9Cfo6k6r4Hc8VsWQYA4wKoWpDA4TiPvusUENf+TH3MPO2V60RsrAbH14KI3Tii7WxoSTWh8b6sl7W02tDa+BL82aSNmeoLJEibxNcp0/vJL//vkTDe/N07bubcB/Mlzk6aYEQ3LJlU5VxzpQrrjgv5lF3A5MsFGfDW9AAYULmg8WKxWHpgvCnnbvXZIEdIWGFSqoxLhuqsqFb1sDmHiEU8M7ZNcEzzHpAh+DGKl/gCNi/+upnrTrSPRYWZb0TCbshQy5Thn6DJkXkyfnnl5q9+PzzFSa00bNnG/Mc8yKvSOtmxzXeyzuBBRhRCsC1DYcCrzMMZUPEidZ/+PDbZOLEkYrnd1VA9/OkKd4DTIyFYuGVtOoluOBrEya8pBVBvjNrSrNhQ2e0g3HHjLlNL9SdL5prZKr/5OWdZ3hbsvBc0k0QsIM7HZ5wkt4Upv/Nj92A7Awr2WFrbHFR8mnxWeWSv8c66XZ6G6msg3NcDyunQXN4Q3cbpmV5eVeNxxRUswSiSW9GQzvllFO0TzNlPLcl3HwQ39FH/1M1u2dVE+yuP2drTLaqGpOGKK66qkoJ9W5ZvPhNs7nvvfchQ0ho7RA+C7x48WL59dcOsuOO2eZvGAFCjiwdZ7MalM1s32GHVTpma73E7gvZay/dMdp++qlE7+JqUi1GZ+PxbFaGdWr8zli2fR/M5fXXK9RK3MZcmIlmh0sW4Uf8NZqUZLo7LUarKHCdvG5VI3TZkAhi+06srIcfXqUa9FqZMuVS3eQv6SZcqRd95iWNPcA42cybb+5tPTtDiX5xBXCIQGMeO+3kXeQYHAA7Amvo0HJVDpJX+vezpMAFFgbMcZ261ryy95ifzbO45RaNS6lrb4cdGhnaJHeCnAnGQQgOHjxT81R2MGuABYAlYBtWEMLTZtbPmFGs7z3P3Nb71FPvmjkhyBFoMDXL0JcuLVSajrfqnTRIP95fVVWqx8/yzVe45rlHylatQTlAUTjggPibFqB75ua2xIMIrnRq6cBs1wnY8Vhw8/C1176od/a1MonECDqnxcWcZs68UJWYW8yc7X64555KdUevlAUL2hgaT5SvkmqMy+YXkeTrxhc5ZL/+ernykH/LlVe+qMro4WYdgRneBBzQCh6Hu++Or3IOXdjkYYS9W3DBC/71r5PUcn1DQ4sf6Xp1N+vdt+86efbZbDUAso2FzT8E9KpV+yqPu8q4FgnXHHfcdSr0CuJSDJz0w++1Xct9993XXKViGyEWxvz91/ny7qdfyuadekrl2hUpZRUyVqCST/VROeMYVbGeZrdo4+oN69bjI5gfC8dGZAHQEFetmmpcASBl3Lh5ymQ6mngzBGFdCDabdPXqgSZDGaFIe/PNUnUd5pnkJpLb6M+Ck3l/221ZRhCxQSYTQNdmE9N4vHXr37T+VpuYsMFCBNZxCpTbFegkAiskMOmtuxBrgc3jp/EwJgJ9V42LnKidIXrgBAfgxTIxZ9qp8x1uQnQKLpQFLuu0G5t50pya4yWXPKx4iigUCHMEdKdOo9T9c2JMmLvfcdRRU3XzzFTr73TVnPOMRuvOSrfW1YsvrtVLR3c3rg638HePy9+2VmSyhByvZ1P9zCoJ0IbTcmMNwFGrVlON4jLEcZYLeqWve75cIogSwIWH3PrrdBlbuGCAES3/NnPpIMoHa2ObzdJnzVl/mB4WBLTlFIR+88zXYwej1MTrpZISurVuX2vtQI/8jsLjTHq1NUCDCC5o1o2XVHHv7s/7W7dubeCG8Tpplv0D8wcn9sTJ/PkjdS/rBtNm90PQ5AY/WJn/S0oQrOM999xj6n7SsMZwNyK84FVWYFx99Y1q7b5n9g8Kw5AhJxqvAAIOWMGzMymUeeJa5PZ0FBz2JOsBTX3+eYV06PCrqbgOnaFYLVy4r0ybNtXsHeJ64Cee70ToBPh69+5hcAH+HtEXw2frs1mLa8WKpbECuZy/unbssTJYETJHGXKQIrvuqhnMYaOc44IQYKBsQjYS5wyuUT+Z1XJt/AFBwyJ37LjKEDF9YegwDp5xavAsOMSMpXTggduru+B88w6YLwsMU7DnFdHmTz65Qt2U38dK8Dt9487FdTJ+CACBQf3Fg1RqwmyoJ0Zza/NsZrQPYLVaD8UnObd0/fU5GveLaL7MwSbIoVmiZdLOUzUe4UiDobJJkKtodOPGRfDRoUMH8w6YBkLXMiUv+LFW2SQoC2wU8GcbjPm338qUiebqfK7WDXKT6UujH+8577yrTbzjnXdaxJg6Xfh30kmDTV0y5nrCCeN0futlxIjGsaNbWBBsJjbjTTddqsL4PtUc/2XGbd68ecJYJDBw2zUCl+KdtlCqe/PVVkt0j/fkkyUac2oaO9NOhj8WEG4aGBl4vvnmmzW5MXGGa6dOnQwjOvvssw3jsWvpxTjOVSKnADXN0pNXP2hs4sSJMSYEPrwEmKVF6AI42AP8zlqy9jQsltLSXI2v5cTcrbNnvyGTJk2SNpo+/pv6FOmbTHCx7iQAEPh/6623fPlikNih3Ut4OigXx15DILGHnbVOrcX14485hrbOOOMkI1xQcMA1tBhUcPlZXLwb3gTs3O3ljptbZce6oMG3XRd4BLX7Eq3ljBkzjDLOvoemnEkNjDt3boUqjL+qoOoaDWHMVsXwGLOWdqHznWYAACAASURBVM+Dn0TwwyOsIoTCjdWV7BxgOveS21WIAPr22wXSpmlJtVuPnTiqcYzLj/rSUfKJxWTBECYR//vPcZqm8/0IOSwQfsLICMLC/C1BsMD22BPPIVzQ6FkwFpeFRtNwayb0tcLFZh2hmSIwnM1tsdyv5zt4h2XsiRgNGhcb2goTS5j2XQhRNDHkh7XAbGyOvhCkU0NC40K5wuNkBRxMC02ezXWDSmxw426RGN1qTfbY1nxlK+u74bYbELyyUdmg4AzfOPfqWIaH1ggMWCC4aHJzH5b77x9p3k9W11Nq0lpmigJivQYILXDGxoapILxoTgHthh2BdcUVV6ibdkcjvNh8K1euTEieyZis80FggZYtTrysPyfOGRtFBUYNXbmFvxsosqnA8Zlnnmn6+gkk6MTSFMKOfZGowQzff/99szbAgVYPrXg1YGUv0OgD3TgtOvczCFiy4WgICYSFH05ZQ1zV9OGfTYrwgsXi21qMiWC2z6IkMD/2JMqZ3zx5BhySRcccUG7ZC4kEF7hm77MXndazF9wov9DeJhoouuWWW4wXJFFjbggLmt0/7ItEDfwxT1z30B/zdTYL/2efdTVKH/3Zi6wj8AelQcZEIU7EBxMCWMsv0lXyCTAC1SpM57Ume+21l2F+ffv2lXPOOcegYrheD/1XdVajofEdZjIbxksbILUVbXQfNU/++c9/mus5uOqCz9CuWFznTwiNTc1zfA7Rw4z33HPPuH5sJATisGHD9OjLaUaL5TM0zbZ6Xs2Oi5bSpUsXAzcbgtL9e++9d0xwcT0433OlAcRtn8OtgLZNX5g5BAoTYQ4ID9sP360VJjBGiAsrg8//pxF2r2tbIFo2KmNznQKbg8vbrr/++mr9cbXtpGeJsA6wFtFkqWSNAGCz2PHJxGyvZzyA79NPPzWKAte2P/vssxpbeNLMAZioCLB2bZ66v9bLjBmN9QqTszX43VOzQvcw+GFMcEY/9/UzMFKsTwQc2iZ0cLxWQ2H93fOECSCosCSZ61lajeDf//63YZDQjLM/64xw/oueuWMdeQfwu/tZ+K3F9LZWToGRw2x4j8WHs599D9+h2VqFBQb2wAMPeF53AwNCoQBW6PDWW281zAZ8eq0n83znnXeMkINOKEzq1Q+4wDXCHgYGzsme/c9//hPX38KPdc1+oAELzJznoZPly5cbmoAOwQf4RqlgnVkftH/mgWDygps1RsAyxpVXXmmy6Bgj0TVDXLQIPFhzC/QwPEIx0fVEwI9LDgED3rmIlrlarwHPueGHP6BwffbZZ4aXsCegC+BkzhYuYISJ21j1iBEjYvuGubjhh0+xL1FEeQ5Bmghu6Bt+w/fwFiw/6wlxj8t+A0aUTgQocFmljOfBAY252GuVTj2VJLedzI3aKLlUgwfvpM2zjpxJtXyF53bZZRczf/CA9Xq0Vgk6iqpCHnzTPgecjGdvmnfzV/u3m9+5++EZ+ECPVcA70nUDckr3cYG8IOe4EglnkAcRcicOggtmPHToUHnwwQfNhmNRrrvuuoSTo+/L6tyFod6tJZMgflwCMDuvBUBAgjQsDLtgMJlBgwZV648G9asejoYI9tNyRsCGNouQcwsuCIsNjGADFmBikbnvh43hXjgIBYbIlS4QGkTMhh0zZkwcHFZw4XrCumBeuF3QeNlcXowAzYvNxLzQutAIEQQIVXd/cIWLEiGHBgTsxFwSMVKImzMiNh6CcsEGc2/ATz5ZZxJNTjgh4jJlU1tLAWHAZnRvcPAMnqyAhUkjWF/RswhuuIHx9ddfN32BG0HERoA5eDFSGCwKSyQ7tI9Z78svvzwhI0WpuEuroYAb1g/l48ILL/TsD64Q+ozP78wNhcwtMOx8USwQntAT91kdpumdwA8TdM8TemJc6BAGDdPwEuT2OWJWlsFZRQD8eNEJjBxFiGcQFMDwwgsveMKNIMT6wGqyyUcIO+DzwjdCG0ZKY2wYtpPxuuGB7p577jljXTA+83UqTs7+/A4tWUEInfitD+OxJgg6FBisOXCDkHQLLquIEftBaKAEJBK4TjjYn/Af9maidYc3YRkiZFl/FFU8NPBAr/XBGwTuUFw4K4oSDexegutDLVHH3oQ/Qa8IBD8+yIWO4Jx1hQ+itMCPrEKfSCCl63P4HbT/xBNPmD3/0JjTZNio8SY2dc01e6on7BzhMHLQrEI/469eiuxChDAw64Zg08LkX9UT/Nad5QSSxWfjw8ghGggSZuY8x2D7w+hhMDAxa72hcaKNuU38SFbhVdK4cWNjkfEPTROEO/taVyGaHAzawg1xYQlAqDBKt//e+petCwpmhmaKZu1ONIBBgAM2HoyDg4tof4ncS/TlUB8XFCL0EVwwL2BxN+aDVkYchTnCHBF8aNRO96mFHwYEXmwyAbDxGcLIK0bhdEEwPnBwB8/BVBFxNdYSeFhLrBc24ejRoz3XEjoBBygutnKJGzY7PGvJBiGGw5wQsryLOTrjfk74+Z5xwRlMBbqBmdLc82SdT9AovFUmYHTA7bWWPA9O6MvY4A8adOLUiRboArwRW8J6xoWOouB2WfPMHK1JhwJi4XSujXNMCz+MEdcisIAX3oUwY++4z0Eh1JwBfPpCK1gO0Jm7sT7QK3sOhYIYJPvH68496yFASWOuWP0IcWec1Tk+TBpLyLoebVjAGS9ywm/3vcWLpTOsE3flDEtXCAj2LX1RJhEu7rqZWFnMCXpCYQEX7B3g8jrUbOEjvg7/AX+J5skawZew4KA/4HHTrNPViZBFCNtYKXzQ8iOvGBc0a+kb3AI3npQJEyb4yYBaZxV61SpkHjTW/40X35D8TfLN3IMmZ9hnxyvt/n3EuVKxYr6ce/ubMaEXE1xkFbZtp6WQHK3ox5+loGdEC8JETRbks4+67+Oy2YQ2S8hudC//KwuKNuIkFAiIMZ2BTPsuLwbuXnDnnNxCzauvFVxYiM5YD+MkYqReDMW6vrxiNAhye3gSPCDsmDcMxive4SUULUNyUyWbiJtgEV40G8NKlInoFC7094Ob720sx743kaLA9264YXz094qNsMYIC5hPMsHF2PTHVQkzskzACkk3TqATGJIzszEVfPvRoBtf0AIMDMXBK65j4xZYzjyLAMGa98oAczIrOydrgXkl5rjXMpGgYyxoEGvFGZPh+YsvvtjzVl/2MQqljRH5MWk7x+OOO85cKOu37sDi3sdOHLnX0qu/he3II4+sJrgsXdkkCz/+4PVeBEKitQzCT5zwu/eDe72cgsuN32T70h3T8qIdL1ym8zNnjMumsyN4lvz4fY3S4ceM+D+54gEtXafNaa35Ci57lmu9mp2pCC40MMxUSygsDtq8c4MgALy0dJgs2oTti5aFFdJN66yhXbk3qyUcXF1WsDq1JueiQBRYBcQVLGxefYlVwUBxO+HWdGrCEDEaLZ85tXS39mrfi7aM5o126mzuzcRYMAUvLd1qlzbzBi0RjRZNEmvQ3Xjn/2m1djabFURWE3fOxcLvxcBthlxTV3Vyt6bL+O41s/C4+7KuaJDgzythwG48rBrwj//ez3omLglOrIWLNuperw0VGap/52RI8RU2IrE2p8IB00ChIBnAbT1P0bqEKAu4SWjWZeJl9fM960ZmJevDHL1wanGIBYfrljiUbW4BwucWfjdjRBG08Ty8FzaOwTNe4/AZHglcl+6GZm29Dewl4njsSa/sSWvlsNfsvvRTFLCycbFbz4eXoHNaXG5hYi0feApWJO+1zc3QrTsQpZQsV2ezcNukJ/AKL3Imhzn7W5zgMWGefsLCbT0zjls4MUcLv1uo0d/uS5sQ4rQY3QqlpVmbkFRtQaMfpDOr8L9a7oy1cbsKH3lkuFqXBwa+AZniFpO+nisfKu98RkMzNM90eGdyBp1qcwAZ3zQLT0yB5t5MfAbj/oeeNnVn+CSyaNhQaOEwdsuorHWGJebMELPBWHf5FbQpCMVpeXj1hfE//vjjJoHDrWnBSPFrw9ScQtRN8JZIvFwefOe1iZkjc3Jr3l7CFYbNGF6ZhTB0PiewbZvNlLIJGvbzRFpcIi3Ta2NaoQ1Tc66D001l38f87Bq7rRFrSZCoAP431etbgBvGDk6c+PayJLzeZ98LrohTOGu3JbIYEjEfyzTcLiPWmIQd4qw04kMoSDBFr6xPL4GRiKl7WUXQHxaaU5jx3kRryV5jjZweD/p7ZZ2xR4DZzey8xka4MDZwuN2FXnN0K2tORuolXOAbkYPz8Q16cLvYLA1iVSMEcUnb5mWhJoLF63Nojfe53YVeOLGKAgql+9iCF3261xc6svB7wc1+4B24G53jJ7KsncpGNUTWwQccHyAZJB21Cv3Ai1lcCK4V9y6VdmdsIvnqZnK2VF2FTsGVyMVCUgJZgmjgTkEEc3BaVgSWt9tuO8EHzqKh3VmrweleIJBKoN02tG834zhAq7mjHTO+k/kgdGjWykNw4YZDi7aZUHZc5gPD4x/akc3gSrQRIEz85E7XmJc2CfxkT76pJTwQmM6Ym7UkLNMlkcSe18GSdcf+0PxIdMCCsw3mStAYJsMzWA7EGNkcXkzQClwsGJIZEIY03Cxoqs7YGskqbCLiUzbmQF8382INaaS6u9fZSSdWcUBwsSFhRggtp8UOHGwSYi222biVMz0fOBkP96PbZWsVAqxhNFeraCVyJWHVAycZrraxDghi5zsRXNAU/xC4bqYOE4S2qDBgC6cmEqI8SyamUwlhnk782bWE+dsYiHP/gkPc0tAXMVcyWBMJOcbGCjR3XzlOWLs9ClgPX3/9tZA5CE7cyqNlmKwPCR3WYrFZs84ziGTDIbhtVp1zD6NEYH0TG7O8gHV3uzgtTkgGYz9YwZXImgWnNHf8x61kMz/gR8lye0MsnXA+kb1keQHCH6vJZq3a+UD37Aknn3ILYSu4iMF5rSXCj/1AhiX7AV5AS6Q4w0fAFda/VwyVZ+1aJiviy15y8gInjdnf0ym4AqXDB7mP6/n7LgqUJYLgIpMFrRPtEMS53QkQK4IEgmZz44ahLxvMyeRZEBg2GYD8ziaxMSGn1QazIEHDNjamtRqw6iBsmC9ZN7gC3Y2NQ8wBgWYP4MKQvBYbOAmqwwAYG+bCRnVvXktQzAfXJOMCB3AjVJyBagu/3YAQPThBOCNY2IxkddEsg7VJAAgNxoOYyYIiqWSWXgkC43c2GDUbh3ni2kA4odGivbmtH+CgL/E+NjmBfggcq8K9IVlLvocxotWzRuCfjee0emECFn7rumRjsRnRMhkDxcIpuOjP5oYpAzf4tpWyEcDWyrHztAfGwQkbjXViLqT923NpTpzYwDKxMpgkzMjSoNuygv5shRPWC9qwAsdpWdm1hE5gYMBh05/t4VOOBBA4t8IYHIATcAvsrBU45EgAlqLb1Uxf4GVfddZ7l4hnsv7M0euAMnjBFYcHASEIXSFEvOJqKD5k59lEF6s8ON2wCBELP7Ag5Kwyw7vYOygx8ACUKHgC6wB+wSHKmc3YBG4+p6q7s9kzl/RjXtA/eCA5CYXSvT6MQdYoPOUbvcLIKrbA7Uzy4B3wJ+gR/CKQgJ99yU8nTuA7wE9yGGuCEGUsxka5Zb1wJ/Jep3sV5cSe0wJWnmW/k01LUoiz8V72DPTMPiTGyDEb9qVX0XDWgwQQhBEKEHiCzrzi42R3o4iw7onOoznX0ksY2c/gnSTQuOF3PuMUXImuvfJ6hw2D2Ph+4MoZfgA7La4gWSIQjlN7wmcOQPhg3Q3Nzh6AhGjQ2vnn1Yh1kaoLg8QUJU4A8XqNy/P0R4OxGTgILgjCq3FjJxuHcfkHLFhsXmWHGJfNxrkGiALmz7iJxqY/afFsXGCFoIElEdzgAx8xZyHABUyEGKNXA1ZgsXPEgkJrTNSfMbFyeY5zVzApP7g5e2LPZAA/hz29kgJ4P3CwNuCE9wM7MbJEcMPYbNwC5gudJGrgAxwCC/TFO6wV6H7G+uzJZAP39CX12NxQ62rAzaV3MB+eSzY2Shjp64xr3a6sj9dagmPmyDsYG5ywNuDbqz/0BA4ZGxyDD+D2okHGBBfsTWgXuLHCvOZopwyugZm9SX8/nIAPa6ECB3NGAHitEbCwd4CDlgyH0BHKCPMCFvBEDNud4Wf3u92TjG2VkESJYsDCnudZYCVJiXl6Ndadf+CFxn73Gxd8MD7/GBvadsfI7HuAmetIWHObYQev8hqfdYSHADP0ZWnF71A6sPAMsINH1t2ePfXj5XXxHcdboA9nYy6Jbg/xgsEtuJLBmTQdHsJ64LDW8kLHS+Tlu0bKw6NvMOmJybJEkr04/D7EQIiBEAMhBv64GKit4EL22KzCp9Xr9NX/flHr+FQjpONiXAuH5UqvZxvJ8vsWSJPppZJzd2cT77IWl9NVmCxL5I+7HOHMQgyEGAgxEGIgGQYSXXsV1OJyCi6e8UyHr5ZVeNRsKZvYNU5wBT3HlWxC4fchBkIMhBgIMRBiwGIgWYzrk1lzZedtNtwubSwuvytNGDjVrMJwOUIMhBgIMRBiIMRAUAwki3FRPurGCavl0xkTpIXGrGOCy3n7MS+rzTmuoMCG/UIMhBgIMRBiIMRAMovridenybEDI6n/tLRaXO9NelJOPf8a2XXAiTJ+zPmSp5lLDb2Vla2V8dddL4ecfqb88uXUGPxH791OLrhsbIOfyyPjLpLR972iKdH76H1j22la9F0G5kyD3w1zpsAPzS+SLvrfooyjne+//kQOPfJ4OfT0y+SQLRtnHPyW32Qq7Tv5pZPeM4n2Lb+vLfzJLC63HEmaVZiKq/BDPWu0o1ZJnq1Vy3topfaWmq7e0Nuypb/J97O+lc5bbCWL53wfg/87TdcdrGdQMmEuCN/XX5gs+a3zpZ+enwHmTIIfBvr5L6WyWdPKjML/4oXz5L1PZ0r3jj30avKVGQU7+9IyTgTX4X02zSj4ofnH7r9dXnr0Wel93NkZB7/lix+/84Z02HL7jOQ9VvG56tbxtd67CC6OiLiPRCSSH396wQVifp7znVTlt8xI4nFajJkqeKnAUKHnv5zCtqEL3sLC1XLBoYfLe3pWDI3/1HMGxhSdhg67mxnAPN+btVDOPe34jFF6jOC6bbwcdeZJMk8P22cS7Vj8M4fp0z/Xw9p7ilPpzxT6SQRzTeCn0AGVZIK2LD2kGbmH3qdxwJKDf8myCp2uh7EjT0g2bIP53gqudSsXxlwnJ/fvHfu9Ic/F6Sq87rojtMrFucb1k2nw4yocOXQPGTL01IyCHwE2a9Y82aRgXcbSTqbi3ulqy2Ta2X33PuLknZmydzcm/rP0ZH9SwcXpb0rmhC3EQIiBEAMhBkIMbGwMBHIVbmwgw/eHGAgxEGIgxECIAYuBUHCFtBBiIMRAiIEQAxmFgVBwZdRyhcCGGAgxEGIgxEAouEIaCDEQYiDEQIiBjMJAKLgyarlCYDcGBh4aUyXbDpoXVystKBw/zy2SmXMWS4uSzaT5VotiY7zzQlnc30HHC/uFGAgxEK2cESIixECIgcQYcAouK3BmTeohC1svlG9u7iJtj9I7tFYWyubte8i89cvM7+PGdTXXLzx5R4nseVSRzP2opYyZtkD2r+gkR19SLFUlTeWxVxbKFSN7hagPMRBiIEUMhBZXiggLu//5MOAluOa83VG2GbBa3pvYWAaPzJanRzeR93/Kl9dea6QXDK6Wb38sk806tY8TXFhchd93MZZWu7z2oeD685FSOOM0YSAUXGlCZDjMHxcDQQTXi+MqpGDLZnoAPF921yuBpj6+ubG4pr1eKN12KDUWl1tw4UI8fMCWf1zEhTMLMVBHGAgFVx0hNhw2xAAYsDEut4CyAg2rLGwhBkIMpIaBQJUz7JAUQGzdunVqbwh7hxgIMRBiIMRAiIE0YiBryZIlVZWVlYGG3GSTTaS8vFya6UVeYQsxEGIgxECIgRADGwMDWatXr65KVjzXAhbehLwxlih8Z4iBEAMhBv54GJg/f76JAwdtZWVl0r17d9M9FFxBsRb2CzEQYiDEQIiBtGJAPX6Bxlu/fr001/sdW7VqFQquQBgLO4UYCDEQYiDEwEbFwJo1a4SQVii4NuoyhC//I2GguHiNvPrqdBkyZEBsWi8+eLv0HXSMOcsVthADIQZqh4FQcNUOf+HTIQaqYeDDyU9Kk013kzayXHpuu4s88fo06d+nq5Z6Wi4H7t03xFiIgRADtcRAUsHFuZPW2zeVliWNzKsqtQpAyVcrpaBndwmTM2qJ/fDxPyQGrHU1Y9JTsu2Bg+W7j2bK3w7aQ95647M4K+wPOflwUiEG6gEDvoJr2bJiqbx8iTS/uYPkFxQYcIqKSuW3Cwul4/WNZH1OjnAbctAsxHqYT/iKEAMbHQNuwfXBEy/LQcOPkA/e+ToUXBt9dUIA/ggYSGpx+U0ytLj+CCQQziHdGHC7Ck+9aaJcd/x+oasw3YgOx/tDY+D3X+dLh87d4+b4yay55kaFpIILC2vxWeWSv8c66XZ6G6nUumtlE7saCywUXH9ougknV0MMhMkZNURc+FiIgSgG2EN33nCPdOjZQ447brA537Vu3Tp5/Jb75chzholUVPhnFeIubNsuvjJG8dJl0qxt21BwhWQWYiDEQIiBEAN1ggEE1ZgR/ydXPPCaGX/LLf8hn86YIC20UlPSGFfp1vnSbWkkMYNW2W6BlH6bbwTXGxe2kIG3FJoBr7lmTznmmHPkkFOuk+fvujilE9B1Mutw0BADIQZCDIQYaDAYeGjMaTJs1PjA8gLB9caLb8iAwQOqyZNArsKFw3Kl17PRrEKH4MJVWFm5Xqb99yPJ3yRf9tlnH5nz5ZfSbeutjVS0rU2bNrJixYrY3xTn3WyzzRoMQkNAQgyEGAgxEGIgPRiYM2eOVFVVxQYjga9CXXs0K4z85IV9EHdhQUHLOKB+XvybOQsZSHCtuHeptDtjk1hmoR1pzZrv5JFrHpRDLxwlS378XnbYdVdPwdWlSxe55JJL5Oyzz/bFDMAky1AsLi4WBF+OZjT6tSBjUSCYelfJigTvvffe8vjjj8umm25a63emE35gp4EPv5ZO+IPgFViC9Esn/EHXMghcQeEPupZbbbWVfP/9975rlAnwv/GGSMeOIn36VJ9KQ4X/l19+kaFDh8r777/vi/+gtJgq/ey3336yaNGi9EiEBj4KfOjRRx9V+thAIM8//7wcddRRJh6F0Bp/zTXy9xHn+soLO81aWVzEuJzuwkSuwkceGS67736gkEF1/8UnxaE4qOBqqOsSlPGH8NcNBjId/0EEV91gLj2jWvgffli0qKlIv37pGbc+RgkquOoKlkxf+1Twcumll8rOO+8sRxxxROwxp+Byugr95IVTcNUoxpUM6KBZhR06dJC+ffsayfvPf/4z4bBBtBm03MaNG0teXp65UgXLy+tnSUmJXpneNOH3PLd27VpjwloLLtF4/XSnokl07tzZdzzcofaql0RwodllZ2fHwY9mwXyAx/7kMzJp3J87/9ZK/uZ7zHK/fpbxt2/f3rff77//LvRxwlETuICdMeoTfvANPnBL1xZ+ng+C/+XLl0vLli0N/fnh3zIvP7gyAf4HHlgvW2zRWHbbbQOd2nlb+AsL28gPP0Ro9+uv16uXpXHKdJ1O/EPT1uLyw39WVpaBk/VMJ/389a9/TWptJ+OzmfI9gmunnXaSv//974ZPTpw4Ud566y157rnnjMWVaquxxZWuA8i42JDEO+64o5xzzjlmk9emgYREgqEuPr/sssvkwgsvNG7MuhjfS3D5MUK/jeX13KhRo4R/CPJ0jpsIDsv0U4UzUf/6hj9dcNtxzjzzTLnnnnt8GWJ9rEtN52Xhv/zycunfP8dTcAH/s8+ulxdeaCw9e0YUymOOKZOttsrdqPNGgb3pppvMv5rOvzbP/VkFF8rcuHHj5JtvvpGnn366RoKLGNfwvjvLMz/8YMRF4KxCOqej5NPgwYPljDPOkAMPPNBXXgW1uOo7xrVw4UL17XdMS1wtaFwkCC6C+uXTCX8QuFjkIP3SCX9DjbGYPfTzz7F7gxJtgEyAf4cdRJmRt6sQ+FevjsSL/fTSIHQRlH6C7CXg4qqMrl27+vKeoLSYKvz14yqcLxMmzJPh/efKwNNF7pvcU6ZM6KFKhngkwU2VqVP7JXb3Tr1IF3hsNVxxV9a8KVOkx/DhkiitzstV+N577xm+b/FbG4PF+WzS5Ay/FzmTMypWzDcFRb1iXEEFV7omle5xgjL+dL83XeOF8KcLkzUbJ4jgqtnI9fOUhX/gQJGnnhK9SiLYe1XR1hJXwfrWVa+ggquu3l9NcI0cKTJzZvped9BBoplvMn/qVDPmPP7Xg//1E5VeMnf2yXLyzSIXvlslgyZlyb7R38f2s8JO5KLT95WbNfHG9BEdZ9K+sX72GRnwoDy4rY4l70rViLkyYd5wGa6vcLZ0Ci6srYl3PCenXTA0lgqf8gFkk5xx2tci1/01DtA1s/8rX8yvlO7b7yALZ06Rvx18nKfg2nbbbeNOOeNye+CBB6otXlFRkaY/RmoiJmqY/vjPk2UVBhkLogYZuND82q+//irt2rVLyzvTCT+w05LdGppO+IPgFZiC9Esn/EHXMghcQeEPupYoDsk0/oYOf27uZnLjjS3lllsix1pmzGgiH3+cp5p0lizVc57/+tcyycoqi9tL//hHe3nmmd/jtlZ94x+8Ll26VDp16uS7x4PSYqrw91ezJy6jFKGlx4jS1kjz7NVL1IySi+bOlRFqZd2lVtegycNFzTCZqy/qP7ynzJvaQ+bOVatMP7YW13z9fkpPkdk3nWwE14AHf5ZRPadov57ar4f2m6e/i/7eT6ZGx9LuZsyeOpBLbgmCq2fPnoKVNZcHtWEZzZ4928SBU22UfDq8727yUfRyyY4dd5ePZ7wULB3evuybT4tlm10iZ7PWPjZT8ob2MZUzlv/yo+S02zR2ez+IjQAAIABJREFUz9CM99+SNlv0ibt3aKCqanvttZeJcdEIgG6//fapzmOj9SedlQSTZMJyowGY5MUh/Bt3ZXCzZPK5ReDXfELlgzly7bXrDTIPPzxXXnopchwjURswIFfeeMO/T12vDAzzt99+EzKbN0bbQf2ryY5CpAWu+RNk4F09ZbJ6+S5Sb9/YsRuETURwqZiJs7j0rdFnRonDwvKxuN49crbM7dlLnpvEe3Q8V0NwEdPrpYIUnNO++uorIUeAG4vT2ZK6Cm06fJd+P5gahRWSHVcd3gqudx67wpyK9qqcEdRVGMR/HMSvDYKCjBU0rhDU1RbknemEP6hfPp3wB5ljUPynE/6ga5lO+IOuZRBXYUOHv2PH7iqExMSvBuj9mBgOzvNcXvCfpKdiHnoonl3VN/6DugqD0mKq8NdPjCudIsF/rPkTBspdPSeLh9wyFpc7Hb6mMS53YgZQpZSc4cwsdAqtVGoVDho0SPbdd1855JBDjDTOtBaU8TfUeYXwb9yVCSK4Ni6E/m+38BNG0TwTOfHEYNB6Ca5gT6avV1DBlb43xo/0RxNcfnhyCy5chG+otnORmoCpWly1ElzujEKArkl1eGJclP3orqcXOQ+VKB0+iDaDlss5KGJhtT1vgb+a8xv2XFWi8fDX4upJdl4HXzqxMD+4ODfGuSsn/MDRSiPeuF7tT/BF2r/7c+ffmOP8XVpa6tvv22+/VW1lSxN38htvwYIF0q1btzg4agIX7wH2+oQffHJmh7N2TjzWBH57PjEZ/IsXLzbn3pLhFXcJrnE/uDIB/tdeK5KFCws04WIDnVr8esH/xBPFWtm7Wcp0nU78A9cPmk69tZah88N/fn6++Z6QQDrpZ1etJlQvrsK6krwpjIvgIhw0AJNc2zHHHCPwlFmzZtUoxuX3al9XIXGtHtOXyfJ/d4sV2nVWzgh6ADmoqzAFHNVr19BiqVd0V3tZpuP/j2BxzZzZXdPKxfw7/PDIzyh/2rjEkeTtocVVf8uTTlchUNfqHJe/1NtQq9BmFaYc49LT6uocNQdEglpc4TmuyKoE9csHZfxB8B+kD7AF6ZdO+Bt6jAhvg19r6PDff393PUwccRVS8sntMmyo8AcVXEFpMQhdO+m/vlyFUy+KpLprUru8WzU2LuPPJAfNu8vzfJaTJt1JRNXiWZzxonmc8+LjdAouhNbFJ/9d7nn6fZn49EQZNmRYajEue5Fk5yuXy/wV7aT32AWxiySd6fB+RXb/9re/maweu3lJhz/99NOlkRbAzFZTssVhh8nyZcvqTzVI8U3WJZSpWYUh/CkueJq7Uy8vWYHmNL8yrcMB/3XXbS0331ysh4yz5PPPG5vxBw/2zxh8/fUmcvDBkSMbG6shuKwLeWPAsMcee8S5ChH4/HM2dBqr13h9T1oAWe80DRsZa9c2+x3p6uZwsGYKcsaqpyODcNBcTYs3eeya5q6HlO33N/XS9PfZ3Tec2aJf7NzXz9Jr0hR9yHEOjIxDbZTA82oIrt69exulFRchDdp59tlnU3YVuu/iYqyUkjMQXHHXmrhuQLZZhTURXC0VAY10kgiwlTNmyOrWraV58+a+9BX07ExhYWHSsYKenQnK+IO8M53wBz17kk74g8yRBQzSL53wB13LIHAFhT/oWgYRXA0d/ssv30bj04Vmbz71VK4K4krZc88NKc5e8J99doHceWdR3H6ub/wHFVxBaTFV+N2CiwSX6FnhGF6QA1YWeH2Pa9ZmcL70Uvz5ZftdTHBNVcHVY7j0nzJQuj8n8uCoydLTCK6e0l9j9YgizmBxxgtBJ5olGNdPv7fp83qSS+bNvUn2tePUo+ACOV6HkC3SkqbD03Hm42ulz/GR+oL2DBe/O89xBaqcwdktqzrgIlRBpZkMEVi++ML7vgRfMVY/XwZ1tdUPNKm/JQ5+e2rf626K1IeulycyHf9/hBjXyJHd5cUXI8t9442i9QqTV4kPswpF3avJr7RJxyaKuQq1wsXPk/vLlIHd5WRbDSMquIb30JJQ5qxX5IxXj+Ee/eIE1wS5K3o4OVZVQ7/3s7jSlQ6fDCdJBVc60uFjyRnnnhs52AHVYxNrirxp/D55sqxRs7oh3sflyTix160QZg66S0u0+n3Tgw/2xXnQsz9BfOlB/fJx8FNyhkbROVcL8s4gfRg2SL8awZ8Auw01xhIh7z9GrUJInqtNKONE2Sdn6afK0aOlTAsN5KOMRv1eJw0plYeezo+smNYq1UrPsmaTTZLu8aD0E2Qv/VliXMkYPd/7ncEK8nyyPumMcfGuWidn+FlcpG0nEzb4PcnpX6oVo/OV8rP/7/+kkaYI55xyiqH+RnrJ2/rx46Xi+OOT4cZ8nywtvTbVnL2qdFdLh9e02QJNGy/WNM9cTZPnfc005X+dbs7sCy5IuQp1snRqv/Rcv/R2+5xJh9cK/UXq72+lgmudumeb6AVvtR030fO2LE66xg+azp+u96V7nCDp8EHWMd1wBR3Pwv/VV2tU32mh/+LT4dfoXm6hFRMqlcYa6fVFa7QSewstzXbSTl/LQw9WSOnKlZJ//vlSeuutkq/0Z99bohXzm2rl/KBw1KRf0HT4usL/nzkdntR4jiJw5Kgm15rUWHC5L5FEaNQqHZ6CkPfeG1HZcFnpbZhGO0ONu+EGWaNEnEwIBtGygmpsQbX0ahYXFmIPrWTJXFA7yQtWTbNMN2Wubk6/lk74U7FYumjNtKzzzovgnIjuu+9WAzOIlRSkT1D8pwJ/sur8QdcyDn6sT7UC4iznKFaCzDPoWv6RLK5Lz1Mrarf7RaAla0lhihGcoQafLQ2vNPaSptAf3vHjSDYBNKd7Za0mYuVpUVjTF+vsu+8i37lauvCfVotLmXCR1gctUCU1WbPw15erMBk89fF9Oi2un775VCZ9PVc+vOqqml1r4jdh9zkuXuZVIR5X4fl6K+ZeXCIJYRNfOeEEkf/9T+Qf/xC5XzeCamxy9dX1gd+U31FNcLFJcXMSUeX3jz4Svf45IoSZl2ZMejHDlF+cpgd+1fhhJ9WEjZCFYQDnPFNHOiNancW4KLyqClPgUhCpYovy6Bo9/1kZd7J0+FSHrs/+48f/rgple6NvnjRwiXSc8rjcsP7CSHwaHOIyB48vvyymLpRNeyNzgGwCZT5mr9g9g9L0sQo09gyBM/rVUQsquJK+niM7GheSbbbxVPoSPb/ffvsJtUL/LO2xxx6TXXbZJTbdmpZ8SoavpDEuZ1bh8vsWSJPppZJzd2fJ1xPpbsH14eQnPSvEH3DAATJEtarhd90l5frcaiXYVkr0VRq4XHf77ZLz4IPS6OuvZfn11yfNBAyq5QbJ/gmqpbuL1GZremcTjddl6Y27tPXXXqs4uVuyooUly9SCrNB4l1dLJ/xBLBZgWqXMpKNuPAsvykOJ3t7rbkFwFqQP4wbpFwR+xgpSJDjoWlq4Gn3+ueTtvbeUDx1qaDBPmeo6VaAqo8WfE8EPPht98olUqYuYiiWNtVJKo80391zrfK3WgPtssbrA2xx3nO9eBP6me+4p6//zHzN2ohYEr0HxH5QWr7uuUOVOKy2UXSHH7LVMGmkG8FMfRfKzm5x2mqxVxc3iv42WdUOglet8q1QZbaKKaalWGKFl//e/knP22VKm3pbGul8aX3ml2Tvr1b1eE1oMAn/QIrvJaDFfK7JUqhDKmjZNyr78Uqq0ULhfC7JOtk/2q69KE8VLld7enaVu1dKffooNnS747YBB4Ep1L7nxgGuZ28hptSmyW2NXIS9Olg7vFeNyV4in3MpZWg7pLD2rNUPPcH2gf5+rGtcq1cQKNSWzmQqCXP17xS23+BIDX+a/+aaU4nKsx+a+FqS5al75eiV1rm7YqtxcKf/LX6SUy9K0EnTL226TEr26mnnZ1lhvAW2r8bwlqmnSvy5aIrx0VIZcomWJsvUcXYFeob1a3TQFCv9vKswqlOlmQgt6LUsqc+m6xRZSydELrmxXa4C15OdKTTLwa500gcgc4dB/lUrL4BBceq0r78gqK5NSFUTLPvjAd9xs3R+dNSawTK/7qW/6Toa3f/2rkQwblq1XVqyXu0+aL73eniB/v2sng4PGGj914gw6pzGPjz7KlT7ZX0v+Lluaz+gP/tj3m6iwAnfMNRnOCx5/XIpVEQy6d9ifRaqQmL0Z8FoTLxwAb3ONw1UqnOyZX6dPl46agLL85ptlPZZXktZEBXyuejucvMD9CPu2qQqupq+8ImvUdd1M5+rcm37wM0/myFwbUrtA1xYvCa0215pwRGG8hjY23XV7OeywIcHPcbljXMWffCPNdt6wYG6L66Exp3lWiMdV+LhquM3uuCOSUYgrgetUNZPQxIdwL6jWu+aZZxLHuHBx4XbQBIhKFXCNNB7m14yPWQnHuMcSpH4H1SyquaqIb3Gjns7LxEhwkRCjU4HcYuJETd/RayCcWXtaB824SFVwFSszS1flD7REtP/Gurn0fmxRE2BDjMEiB1g1Jlfx2muSrYLLxOVw2QAfa+Fo1eIK5D3rmphM0CgOg8QeLMEmi1cm03ItaEFchQnX0lGZJQYXGi3uKWgQJYiMN9xZeo+Qjf15zhO3MDFCcKE4LVYm01QVlCzG8roxUYUidFGu1kWOWhtesRw7xwpNlsk+8siIy40YUIKWTvz7Wiy48ojl6ryOOqpIz2MVGI/gyN0/lqs+Hiitxim+oHOsQ413xfA/YkQEcqUZPP8U5I0rGsI+ICygdGu+5EQt4QIbM4vOOzZPYuFOXuHAiyf87AOtkWfc90rfQV2FcbQITNAEsTfez09gVF5Vrt6jHCzEJPWuDPysJfA43fL2hLHS0BoS2yhHYl2r8BT2m9Y3NPhQXHnCDx985JEI3wQ2FY5J91I0CzoI/QTli0HGqo2rsNbnuCytfHmFyHb3L5DSb/MllerwCK4XQbYWlzXNnuFiQdkNliF4JAzE6JRALn5yFlWzlkQvd/S9IxxBp9mMZnz86ElK7hgYIAb3PQwKQDXGCUNiLszDfU+5JSoAh9ghGOCFuUFo6Y4tIRTZIPjgCXS756nfU9S3Qq3dHHtJJxtbg+RJr6dFwNHP4jshO41+Ac7vu8+X8SYbwuv7GP65jA6c+13ByzpygAjGxdozV/DOOUGLGxtLRUCwfiQHwYhgkNBVoqbWtGHWxDFpCDCEO24R1sDZwAVKg7p+SlQ4NoUR+sVywBtrCBwwsLpq0GeQmBI4hHZVudz3b4Xy7rRIYYDBm38pL1ZFBTXCzcavLLzgA5wq4/UUXLjYlKmbxl4DL6wpSiz4ZG2dewqcgxcUxCAxcPqgXERjZ76CizXS99lqFLOf+VL69V0jvWY8GYEPWuK9znL44GWffYLFRVFswTc0BS0itOBJrDFjqMvRxJyhT3AAjdLH0oEql57wgxMSi6IKlOEpifYEa0hf9RCJWoymblc9ttoKruF9d049OcNtcTkPHzP3oEV2N29+ntxRNl3GD+gYqw5PrKBKKzHTsr7/XproQlaqS6tczWa3j5/YTG70zFSRuiBylRgaKQHhZvBKXyc9PUuFUBNlXrjIyrWafCP1pbvT5J3V4Zupbz5LNW7ibqUvvCBNtJq67U+2zMUXXyxUkM5XuLPU112pp9Dd41Edvr368xvpNS7Mr0K1M/z6FXqJJhZOo/33l0LVNJlnsurw2Vr5o0JdWX5pur9rllN7FeSrlHBbadywUCvvN9955/j0YhX4L6vA30s1ety6jLdWCTlPcb9GE2ZaaAxmleKLz+Oqw+u6VCouGimjrtC4T7a6MlbpGvhVrS8bNkxylQGVKfMoU4GRrLp6sV53kKdKQKFeNOc3zwsvvFD+pVpu86OPlhwVXqt1/VvaKt7K5Ip1bvnqVy/Um6xbqgBYq4IlT2mm/LPPJOess2StcqY8tejXawxpnTK1PKWdbD2CsUqfdb63SnGQpYxDWYnnPNeqoIPeVilT5jkqknRQZasCelEvwCr9LDaeMqRKpWnw95Jq/oerErBKmWCiebbQbNS1ug+aKlxFGuAu0CxQr/TvavhXobtacR3DR/SWAa91KlFvABYiNAid+Fa3VwaLKy9bGV6JWlWkrZdst500VdjWabyniVb/r9K1zlLGCP3EqsPrOS1LT5dcslbzlMDxhvT5ZjpO46hgLtK9XqCuReicGxqIf+cofKvUyovBr0pTme4lXLmrVZA45+mGf7VW4GmpMbcq7ZulNLhKBQ40OFrdvzere8+Nzwrd40vHPSVnTdxOq8dny2ZP3ygnFzwnQ36+QZ5+t6OsUXpqoX2cz+UrH6lSF3Ee4ztuc3Cu62qFN0ePyuTrfmAeRXfeKQXKXwo//VSaa+JChXpdzP7WmyLAb7nGt3LGjpVVaj0xTpF6RwqUnsAPcdQxY8aoXnRDjN9U6bzYB2UqAHNVUSh98knDt+BHXNLr5Ev56g3KVldiJS5cTYZbpfTKjemJ+CafB701I9ltGCcqnMS4qA5fk3R4P/maNDnD7+GgguuAgsGyd9Mt5IBXjlDrPd49ZcZH67BXa2Miu7VXVCI0FRpWmfqFdYUi2XuJNA00OVwSaG+4gDwsqdjcrHaMcORd1lWDNqnP761B/MfVLWTqzeE6QOtCO3I0FCZeiQeuVY9oRRDezT80XFx06h8XDmGDAws370PjcrpKeAfWDnMFJrcWat/Ls2h1WFr0d2u/UZfs3rpRttxykgwd2jxSWkbnO3Xfa2TqEnUzaHxudZ99ZNS/cuITIbFCLN54B1YGD7vxzcTtVeRkiQED6wNz4nNgZA5o59adxudollhD/I5Wi/aYoAbavzSecKX68nOxtnFNqRAy64nmal1DWFOMhesEawvrCdjADQ1cMA/6sEherh47z0QWiZe2zbxYV97Feln6Zn6siSoV5yujvxVaBAZgc1vpwGfplXGwcKEv+jMvN87fflu03tIGzwXzcbnaPPctmjwWEdYIcNoD9Gjw4MOmpVuPCHDqXlx0zjnSpZnefs7n9GF/snYW1wmYhKfFBV6wRHk3a8M4NtvVur5U+Ji9zfstzsGFl2VrXW/sGSwbZfKxsh4KJ+W2hirjfl8VgmpNFdEbd3tJdjusg/Q7XC091lHfM7j4cXlxzf7e62Stbo8D/LHxsbKYF3OEpq2FZrORnYCoRW7m6aQJ5go/VMa/UBW2Y1XYx+BnbOgU+scS9Nr3jM+7eLddc/YjdMVz1vPg57lIsKapfDxT1+QVVXivVkKoieCyyRkth18i91+sPNfR6kVwXdGyq3xZMFFeWXRg4nkrga7VzY1mHHPz2N6OBS+NBjwbqTZimCKM0iO+EPNFMwZjslldDCPmy50zJ7JBWEjexcKyIaIMIU5w+bg1b7ttre7lPBmQp2PAvGESEAqMkLE5/KsE2Vg19CyIjs3JRsC1QR8rXJWJEZhsooFv8xxxGA/GtF6tuWzNxGyEgIGYabYuD79HmecWOSP0VSfKBRe02YB/BBNz1vb0P1+XvMEDZb/91C+v2qRpuBei8QvjSsP3ruOtVaaS54QF+Hk/TAxlAgaosGDdNIbBsgmZgxUirBlj85n+Xq4bM+cK9UGDD4Q7DMjJ/PWdH2jsZy+yIG1ZMMYEdtYTQaTPVEyZImt13ZpxRTgMg+/5zoWPEnWXND32WG86tK4o/enpv7eKR1TomRiLasQ5NskFhQemrlmyimwRjiCoMDteD6s/Fg1Wm3l6KFFVSsPrdPxcFAQUANzM4BVahPFFhXSZWnC50OWhh4oQ56UvtGPniQBU7bt80qRIXM02GCl4gybALwklul5VmtnXSC0Cg0vWBuHLT2gyGns5Sy2Pu9XDYBr9bNwJ+mXNtHnFRdgq1vtnwTB4hU54D4wVWmBM5ss+hdYUR8aaYwAbf4R+7D7mdxV+wE/yi6El1hy4GAvlECat64+Ve6iueTXBhZBkPQFQ58tY5Zok1liF9Em/XCM3fHOo54mWIrUeCsgYhha9FBAmqvu+/MMPJUcLLWiF3ci+gEehZCFIongksSLLKn1uioQW1XIrVHoer3RwAfwOmMlchq9Y/EX3MJ4EPEaNX389sn42tm8FO/Sh7yaJDO+EaQmEbzpjXM+rN+QoxVdNBJdFiT1mxd9PvD5Njh24p9mf1qPD5+qVW62WcIR5pXoA2abDu682maiugIdaviMfLNzZjMt+YB85G3RnPAjK2Jc07iZ5W24qraZoMgGNBYdo0W7RqlgYNA0IxzI898KjccMg6ANTh7EiANhs7mbjUiw2xM8/AIJZ6BhxgstpibjGATz+Gb4OcUGk0SCx6RpNLjEMFUJG6JImje+Zd6N90SzsxNwQDDAvCNVqSva94IXEEBAHAQOb80Bn1Dpsu+AOmTFjs/gK5cAADrXPqiOGydq7J8RvVBeTNmOzcJy9cwoDG0OCCcF0wRnMFOZhE28Q4uCTubAOrB+N72H0zJdmBZyNfQKf9p2jbpUC3bidbIkwi0vWlWfAcdRaIFSEjDU4VuF/wkXtYyEK9rAbhXFL6FRKrALjfIB5eSS1GPh5HwKBtUCgwNDBia7bfpou/46dEzikj1vZcmrOdi2tRmzP3kWFvZbbFqHKTPTs1NUfD5DvB5wb2T+2/ifMHXriGaulM1loDqHEPBAaNvZqEYHAJbuXuegcZvY+Rga3OlHmrdT1dDbew/u99lN8z+p/EZdlzRAalnFbpRE8kGTE/kEoWZpmFCw19jMWGfEh3s/c2APsdWiWv7FumZvOtUzd+k+q0nOSVQIsNPb8WTTOZZAHDSlNXb3wZBny2KDEuTR2bwA/BOeOvVnr2SqmxEVZd2CDnlibqCAxsb1ETWlwrfKQVbpHO1qrlL68l+fZU/AYYLBCFJojLs26gi/LO/genLIXLc5dXqNky1aT752CK5F8SDSutbiK9zlenr/rYtPt8VvulyPPGSbqZ00suOjoFl5+lTP+pym/O6g7Z44SVTcy7HAvaLtTkTamrJMsFF0wWWKy6rhR2KtdpnGiX9dvI6+XXizZFRsqxW/W8j4ZWjFJzlK3S8nyU2SzFTvLgsaNZVPVSBrpQJdW3SgDRDUSbTfKJfJK1gCZFV3MbZVQ/tFknJy0/lVpoT5vvn9TVIg5GuNv2eQdKVRfe87vw+ThnEHSXcfO0cQGUkoukZti4x/U7DqZVhVvPbZuPV5jYF/K0qXnq7//bdk36025UbWj3VqMlhWle5s3ZetYW+tm5F0PrIa7iozOutTA0kS/a6qw0Y5tfKvc2X22NNfF6b1wqHxW0V+a63fAQhvlAUsHhZW5tdZnnN+f2fgKealtkZ6Pm1QN3fS/QTfULlqeh99p+4oKSG1lGnsCfxX6s2vXSCmutupXbzRvYgyOSv0OiO5vcpB5/nBd028XP1HtPTzfW+c9QhnI1cWvSZH6/XN1LksV1yvzVslJBaeY33sXN5eJRQ9IJ30PcyXrqqDR75Ld7WJZpGtdXt5W978y3GgDP1U5y6RVFz0Mq43vi4sPUAUXDl69rVlzhGpqUcs0+nXHjiMlR8egMYeXlMl0UVx+olbGI6Wj5dsqZYLRBk5Wd71FyvNVi9a2dOllylt7m/6l+h30cmfVebJ5o6/kG8Xd1RU3y7TsHQ3+7tZ42Jf62V+VFnnPOyXnxNFguT5f1nmsrG42R45QbfJ/q66SVboPoItftVRaS51r8w43yqD1n8ojKjR2/uls+aliO/le+dFxWY/KHSWazartlrZtJXfFoTIx60TzjMGLjt2h4Hm5fe19crRaf3suOkDuaXSSWQPosVDx3CfvGemu8Z3L9Bbp27OHy736/G+K89bZcyS79SvKF1WZc7SrlbYf0HgW6+LX3GtG377rF8jazS4x6+v8nv3Bfv4lf7Xst8lZ8oy6+Z5Whj06atGCw09U6J2gjPfyNtvIf9bcH/fqdu1GK2+Juoaj30Cz1+ic3ik9Vz7SfWTbaqW3vZreKcUtphvaHK9zoZ2gwv6Tyr3ly+bFGguKnKdaseJUKSnROHW0scceLLtWdsqZIv9VHjd/9RnV1rKww8NSqmOz1o9ydVN0f3nBnZ29VPX18yNr5aBx8AHvYg88mXWs3KXnvI5e3lj2zHlW1inuaMDSRnlq1aaj5FZV6s9pv73Mj+6RrorL1dqvpMkKMz50evDKXHlh9X2yTdNn5f0uDovcdxVT+3KOerBICLONOB/xvETywWt09xku+qR0rYkfyO4YVyqApYaKsHeIgRADIQZCDGQyBlKRD7Uu+ZSKxZWo5FMmIzuEPcRAiIEQAyEGao+BdMqHpMkZqQiu2k8tHCHEQIiBEAMhBkIM1OJak28+LZYe05fJ8n93k25LIz7VmlSHDxchxECIgRADIQZCDKSCgVqXfOpSXCglX62Ugp7d494b9BxXKsCGfUMMhBgIMRBiIMSAHwaSugp52FloNxWL671JT8qp518juw44UcaPOV/y6qjAbDqXuKxsrYy/7no55PQz5Zcvp8bgP3rvdnLBZWMb/FweGXeRjL7vFenceR85+eTt5Npr7zIwZxr8bpgzBX5ofpF00f8WZRztfP/1J3LokcfLoadfJods2Tjj4Lf8JlNp38kvnfSeSbRv+X064Lfp85a/2zNc/B3oHFdNLa4P9QzLjloNerYeGu6hl6+1pBp3A2/Llv4m38/6VjpvsZUsnvN9DP7vOFF/8MEZMReE7+svTNZr1POln56LAf+ZBD8M9PNfSmWzppUZhf/FC+fJe5/OlO4de0jl2pUZBTvb0jJOBNfhfTbNKPih+cfuv11eevRZ6X3c2RkHv2WLH7/zhnTYcvuM5D1W8bnq1vG13rvuAru4De0ZLo5Z1anFlYmCCwL6ec53UpXfMiOJx2kxZqrg/VrvZqsoKooTtg1d8BYWrpYLDj1c3tOzRmj8p54zMKboNHTY3bokzPO9WQvl3NOOzxilxwiu28bLUWeeJPO0uoUT55mCf+YwffrnWhc3DDXNAAAgAElEQVRgT3HyzkyBPxHMNYG/Vue4bEZhTS0up+th7EitqpAhzQqudSsXxlwnJ/fvHfu9Ic/F6Sq87rojZPjwc43rJ9Pgx1U4cugeMmToqRkFPwJs1qx5sknBuoylnUzFvdPVlsm0s/vufcTJOzNl79Yn/gNZXInkTZickSGSOAQzxECIgRADGYCBn6nLFqBlaTUYKuFTTZ8WV6sw2fOh4EqGofD7EAMhBkIMhBgIgoGgQsuORSkpc2MHgktrTG0oMpXkbQTM1mv9q2bRmoRBgAv7hBgIMRBiIMRAiIF0YiAlwZXOF4djhRgIMRBiIMRAiIGaYCAUXDXBWvhMiIEQAyEGQgxsNAyEgmujoT58caZg4KExet3EoHmy8zabpwzyz3OLZOacxdKiZDNpvtWi2BjvvFAW93fKA4cPhBj4E2MgFFx/4sUPpx4MA07BZQXOrEk9ZGHrhfLNzV2k7VHLpWploWzevofMW7/M/D5uXFe936mJPHlHiex5VJHM/ailjJm2QPav6CRHX1IsVSVN5bFXFsoVI/Uyw7CFGAgxkBIGQsGVErrCzn9GDHgJrjlvd5RtBqyW9yY2lsEjs+Xp0U3k/Z/y5bXXGknTpqvl2x/1AtFO7eMEFxZX4fddjKXVLq99KLgaMDGt1Asml+olt2Hzx0AnvVm6+UaokBQKrpAyQwwkwUAQwfXiuAop2LKZHgDPl92Pmi1TH9/cWFzTXi+UbjuUGovLLbhwIR4+YMsQ/w0QAzvvvLP07t27AULWcEAq05ukud3+0UcfrXegQsFV7ygPX/hnwoCNcbkFlBVoWGVha3gY2GqrreT7779veIA1IIgWLVokp512mnoZXqt3qELBVe8oD18YYiDEQEPHQCi4kq9QKLiS4yjsEWIgxECIgXrDQCi4kqM6FFzJcRT2CDEQYiDEQL1hoH4E13yZMGGeDO8/VwaeLnLf5J4yZUIP6d9fZLPNNnPNdapMndpP+vWzH0f+7tFjvkffDY9OnTBBGLBftfFqj8pQcNUeh+EIIQZCDIQYSBsG3ILr4YdFTjxRJF0/LaDzp041v87jfz34n0qmKRNk7uyT5eSbRS58t0oGTcqSfaO/j9Wvp1604e9BcyN9n+v1s4ya3T3Wzz4jMkAGXHikHCmJx6sp0kLBVVPMhc+FGAgxEGKgDjBQPxaXAq6C66K5c2WEWll3qdU1aPJwUTNM5upX/Yf3lHlTe8jcuWqV6ccRiytqpUX/FgSX6dtfpgzsLie/oaLqwXdVUIk+00+wuObKbP1vkIwd3oPXicydIj3M2E4LLnUkhoIrdZyFT4QYCDEQYqDOMFBvgmv+BBl4V0+ZPFbkootExqpJFRE2VnCpiZXM4jJ9h8s8pyUWfWbAgAtFtu0Vb3GpsAsFV52RTjhwiIEQAyEGNg4G6k1wbZzppeWtDdri4s6U7t27p2Wi4SAhBv6IGODa8VdfnS5Dhgww03vxwdul76BjZMakp8zP8KxW5q16KLiSr1mDFVy//PKLcF1X9QyX5JMKe4QY+LNg4MPJT0qTTXeTNrJcem67i3TsuLt8POMlyZdSLbC7XA7cu++fBRV/mHmGgiv5UoaCKzmOwh4hBhosBtwWlrW02rbIi7PEGuwEQsCqYaBGgmvtWpGPPxbVXER6/fGLJ4eCK9w4IQYyGAOh4MrgxUsAesqCS0Mqeqhqw2gPPRTJn0/SbGq7Jr7Lu1VjSYaPtfnz9YzWvLs0Q14zNxI002cjnfkKBVey1Q2/DzHQgDEQugob8OLUELSUBdcZZ+gJ4vvi36YV5qVVK18IyCDsoRmBm2l24YR5w6WnI4PQnNHqqY/r/zikPGGe5sxranzP2TfJ3BGjpOc8FXPRc1wb48xXKLhqSFzhYyEGGgIG3MkZFiZriYXJGQ1hlVKDIWXBddJJkdPJtpHQ9u67opltwQTXVBVcPYZL/ykDpftzIg+Omiw9jeDqKf31nNcUHaUnh7kmXKSf9VIBpzJrhAo6DivrdxvjzNdGFVxLlxZVlW6dL92WNjIIrmy3QEq/zZdmbdtKmJyRGrGHvUMMhBj4Y2AgZcE1e7bI4MEi/KSdrqeJ7703KTJirsIBD8rPkzccIjYVM6KCa3gPLQllznqphTX1IrlIRkivSVOk/1g9u7URz3yFgivp8oYdQgyEGAgxUH8YSFlwAdqSJRF3IYkZQ4akDdj5EwbKXT0nC3KrIbWNKrg03b1q5uNrpc/xeQYnax+bKXlD+5jfa2pxDRs2TBo1aiTNmjVrSHgODMtPP/1kAp7Z2dmBn2lIHUP4N+5qzJs3T+P0jkD9xgUn5bdnMvwVFRVCwsLmm2+e8rydD7zxxhvhfVxJMIjgOuSQQ2TvvfeO9Vy3bp0UFRXJY489Viv8J3s4C1dh5eVLpPnNHaRCsuW3Cwul4/UqdGrhKtxll13k4IMPNv/8WklJiV5z3tS3z1pNMW3cuHFSIRJkLIh6/fr1kpcXEdKJ2rnnniuXXXaZdOjQoUHBD+w08FFf8AfBK7AE6ZdO+IOuZRC4gsIflBaPP/74pBs3hD+egoOsUxD8//bbbzJ69Gi5/fbbffdIMloMsobJmOsf/fulS5caXI8bNy421dnqKr3xxhvl22+/rdPpm4sk/Syuzx86WS55cr7sOuBEOXrvdnLBZWOlc+d95OSTt5Nrr73LfD5+zPmSp1c427brrrvKgQceKAcddJD5qE2bNhmlgQL7BPUdd+vWrU6RX1eDh/DXFWaDjfvXv/5Vvvzyy2CdG2CvTIZ/wYIFWlx2uLz11lu1wuyVV14pixcvrtUYNXm4rKxMw2SzhTXIhLbddtvJoYceKsuXLzfg/vDDD3LLLbfIN998U6fgZxXf9nPV8n93803OWLvmN/ngh99FFn0jLz36rPQ+7mw5vM+msuMee8jsGTOkx7bbSsvmzWOAMpl27dpJ+/aRa8k32WQTgRDcDZOyoKDAd4JoYk2aNJGcnBzffkHGKi8vF0zZZFbekUceaTS2Ll261Pqd6YQf2Gngw6+lE/4geAWWr75aJ9tv7w9XOuEPupZB4Q/SL+ha7rPPPvLee+/5rlEQ+N94I09xukIVRX+vBC9qiPAHhStovyD4x32Fx+S55zQ1z6cFpcUgeA0Kf5CxNgb8QWjRb47XXnutrFixwmCbORKqqHOLK4ircM2aNVK8dJH857WP5KprLpR5s2bJdxqIHKyuQC/Btddee8mZZ54pxxxzTJ1K3boafLBmB92rGUEdOQGfgS0T4Lf3GnmhNxPg9yMLfP7vv/9+BlJOBORMhn+J8qUz9EzViy++uFHwzznkVatE+kTSBFJuGxv+lAF2PTBz5kwZOnSozFIZUZcta1XTiqqWJZFUeFrlUbOlbGJXyVdLiOQML1ch7sGRQ/eQIUNPlUNPv0zGjjwhDsZjjz1WtcTOsttuu8nhhx+eEH4EYosWLXznV1xcbCyMXHVFEhcgYcLrJ/1IBkn0PZ9jhqNdEOPy68e8gT8rK8u330o9YNi6dWtfuPDLYy064ce/zt/AY3/a392fO/8GX/xN8+uHxrPpppsauPz64aPGMnbCURO4mM+DD5bLsGGNfN+XTvhZP8bDmq8t/DwfBP9oldBrMrziLtlyyy194QoC/znnVOhVFyXquYjQf23nWd/wB8Vr0H5B4Aev7F+SM/zwxR7ie9aztnh1wv/dd7nGq7PLLk3MuCtX5sprr5VraCVHku039hG1YXFR2v2biE/Bx6BDvEf1xReT8bvnn3/euDn/+9//1rniZmJciSRHTbMKjzjiCEM4f/nLX4Qgp2W2NZXAgOgnaPwWribPBRVcNX2vl+BKxphS+T6o4PLbsKm8j/mQMJLKeE89lasW+QbB7XxffcOfCtxB8BJEcAUZJ91wBR0vk+EPKrjqCv+//porc+aslwMOSG0/AE8qgqsmfK2m/CrIcwjSh9WNsmzZMpk0aZKWbNSajXXYsgoLS6oWn1Uuna9cLvNXtJPeYxd4WlzuhAybqOGVnHHKKafICSecIH/72998QQ9qcbGoyWJcQcYCuWzeZGn6CxcuNG7CdLwTSzBd8AO7tbb8EJtO+IPgFVhuvHGtXHKJf7ZmOuEPupZB4Q/SL+haBrkKKAj8I0eKnH9+oSYJbYgfJ1r3dMD/0kuiHhKRdMEPrEHgCtovCP7BK+62rl27+vKeoLSYKvzqKTNVnmzBDG4c5rPzzguGi40BfxBaDLpGKP0ch5oyhVofddeM4Fo4LFd6PRutnOFyFWLtdOzYQV5/YbIMPOJgmfnhu9Jhy+1l8ZzvEyZnYHFh6trkhuaauDEkjQfy6g4dkZEx1UksSSa46hqOmo6fCfDfe2+uxiIigtjdMgF+v7Vh80L/mdYmTWosgwatN662TIQffMOEf//9d+Pq3xht9eos+frrbFXay2v0+o0Nf02Afvrpp6WwsNA8iqB/V0tdTZs2rSZDBX4mqauwsnKVvPrgf+SQ08+Uzu02kenTP5d9991TPlTgEmUVHn300YZwrODq1KmTOajmbkwWoebXgmQS8XyQsYJmzwRlnEHemU74g2ZCpRP+IHNksz70UJXRKv1abeG/7bY8fYdeHRFlUEEyRIPAH5R+gq5lEMYfhBbPOqupjBixXHr3zk+6oYPMMxn8MNyWLYkc/JxUcAWBPyheg/ZLBn8qgisoLQbBqxP+adNyZLvtKqJ4FHWbRc5cohAEGSuo4Eon/LVdy9dee01+/fXXmOCaqmbmBx98kJRma9MhzuJaft8CaTK9VHLu7lwtOQNX4SNPXC6L5q+Q3XfvI99//YkceuTxnskZQV2FtQG8Lp8N6mqrSxhqM3ZDh5+sK7IKEwm6hg5/srUJ4mpLNkbQ73FD1TSDzfkO1oSx+vUL5ioMCh/9yLSj1cVF6sDNNVg2ATioq41nktQhSGWKsb5OPNZkgKDw12Ts+nimQbkKU70B+e9//7vJyMPiuu2226rhC6J5//1GmnFTKocdlutLQPi1CUQSl6pt9g9j0WyWX6LxgiYHEIgsKGirc41PMvjhh3WqsTYxn0OINCf8aI5kM1n/OT/BSVlZlolnOD939iMrib9/+WWdZgM217JakaxMd38ye0iM8XqPsz9nRlijRO/jc9u83mOfW7y4RB59tJEegVjnCY/tZ+G32VyJ3usFf2VlC7nppjIZNSpXFi4s0nJweSYQTCzSD/7XXsvRDL9K2WmnglrPk9hJW60okwyvpAJvq2cb/eAiGywZ/JdeWibHHbdeaanSF69B18kP/nfeaaE0U6T0WqD7Ix7+zz4r0phRgR4qjWTudulSKJ065csrr6yRI47YREpeeEFyTxwu69u0l7zJL8sa9bZYeqlGP5WVUq4JWzmqpZddconk3nCDwVMQOvOCH7p4+OG1qgTlmXHA648//qj00csX/8Sd6U9WbW3p3wk/eNxvvw37kr+hl4MPbirFxf77zfK62mZFfvrpetlii8aSnx8sWzYoX4Reof9EfHPEiBHmPBeK2yeffFKncjKu5BMp8M5W06zCk7TEP4kZO+64pwqlXqbmpD23g1aHVoIWNnjgWik+daR0fkULU1JNmdIhDjWIfiSnDBhQpzioNrhb40eoWJgBz/4NbNwVRzDWee0Oc0MDpOYmP5NpdozHM/RLppXyTtsn0TEzC/+UKTkxbTzokTR1VweqD1rTtWH9aQStk1lcCB2v0xTgyhdPttgphKNHMmyz63H11ZF1S4ZrnmNtgJX1ZX2AnyETXXBLgkOfPj/r2N2TEq0dGysnGY04B7Pz4DO/83BJAUjQwW0x2ot9gRP6YO7QE//mPPaxbPHP3WMjre/SXd666QvJbtPK4Ak6AV6btHDEnfuqV0cRattVV8mS0682809ydZUntIztfDaIxQIsWorQrD9zcu4N4GU81pzPmbuDhJKilOd51ucUkBmDIvIWdjM+xXn1/FmVVhv69dZbpfPWW8feZXEY9FJlO4dUaCrpxAJ0+O6774zSgLHy9ttvB3ii5l2M4PK71sQZ4/rly6ly6vnXxJV/SpRVuPnm58ull/Y2BAsiIRCac9PN+ds/ZYsPHcUY4SbcHOpoaAMff5wn++/vX/AWrWfx4siZsEQL7MyesRveCgwn8boFl9sdYcHjnU2atDBCh3na/BOIkmdoLVqUqMbvX/kDnMyYUWIqJDgzktzLajOhXnxRk2mUeSRyET377FJzvsnizDIOtwLglTEF7E4BmiirygogYGD+999fJjfcsKHslxN2cMG/339fp4VLs/SIxIZaizaTzdnfiX/7Pc9jvIMfaOmddyq1lNh6LY2TG48zANthh9hwH592v6wdcqp5hrkBK4wCBYAxzZopgsq0UkruP/4Rh1TwZtcenLRrV6yxCyy+HE+hZ912Tz+9RN/XMY4hutdy4cJyWbBgvVrlkfiVF3O89FJRi6tIrbcNCiXww0zdNJ5onYDfCgS/rDz2A8yWOXTvvkHwggOLM5i9paFly8qNRr/+X2Ol1e3XxE+Pw786GAy8bVsH/ACj5x6dregvfWThq18ova7RhKjIXmJtvOjbC37gs+sK+0gkuCwdMQfwN3BgJDGI9HWeZ170QZhZocz34PX111tE6IQJARxKtkvK0u+nn1oY/DkvPmZMurJPfvyxSK3sAjNH+gA7rfDOh2W7W/U+r2hb17evNPn889jfXkpioqxI66rkJ3PZfPPkZ2UzMqswWcmnyuU/yaJVVdJ5i61k3cqFJq511a3jZbOmlQmTM/bff3/d3AtjiM/LGyD/+c/5mha+4cjYW281lVNPiy9iW4kbLFrjbenSbMMg2rWrUDdF8gydb79tokKiUgmtkfkZ5JlXX20mPXuul623jpRSsg2XBC4EWx3+uecK5Mgji+I3p8dfwEvf444rNHDblqVp7M2feELW66VwpVoOyN2YK7gB7mQNvB14YIlvtx9/XKa1IVvHFSZONoe5cxtrfbemBnbmQXPjxf1S8LfDDrgjsgweEzXWhjFZE+bI7ygj5523yvzkPc65P/bYel3HTVTAFQfCyRdf5Jp+wLHr1cdJm0+nxkCp0HVcqIHiKkctTSecTbQYaOdBg2If/aYc3GuNnM8wHy/c2M+tCzbZWvI99Mr6e+HP6z1OmuVZ1nXYsA2uNvtOu97ghjVKpTnht/SWiH5yv/hCOmkWsW3lmoa+WM/xsJft/HgWmmX92x92hDT96otY/19OGimlo87VEln5KrzXBlpv+zDr/cQTzePmz5kjXNLuqjfQHO+Avp0t2b6wfVtqJZ3WY8bEHoWmmKud4+23t1J5ttrse3Bmce7kA+wxGnudf/a79qedJk1dtRUXqKsN2qVZ/sB604LwNvolotNUaCFI34svvjiuNifu5BlaCrAuW9KsQtLhq9aVSFV+y7gUeL+STyRnWIsrEfBoHU1O0OzD95/d0MVhcWmBYaPYNG5crBpRnmrX2b6unSDnLZyahXWJoWmijTs9O0GTA5zvRLNiHLfLcOmcJbLzgZ02zFFdI4KvytHARdOmEYsRzT6RxejUsrwsFYbk8512St85ND+Ly1qHvPN//0tscaHhol2uWbNOttqKTRuxzBIFsr0sLnCEwsszuBi9tEQ0514jB0b8QNFWpRX+s6xZ7SJGY3U/E9/fEIK6PFgId/keq/HPmrXBBesc0rxfLeFp0xZq7LOrb9LE3LkVxgLdffd8o/F7rTnwbbFFsey5Z/z1QF79netk4QY2+lpPgJ/FZekpkavTvVZx+GczcXU9BIG15XAFuOlnzQ9LJO+kY4y7cOlx58nnQ8cZa8f2Y43tXnSXTnLDzzLzSqxVu/8KCrzPcbHlNKQWIw1rcUGLifYS+AOuyQ+VyD/Oc+xhvnBdFOmep4UN/MMXuCD5lFNK5Nhjq9edXP7v+6TN5Yq/aCvX+HTOnDmxPYKnAZpnrtZTlMjiwiDEYgSHvLtz5z+oxfVLu4oqe/sxmPK6AdkKLqer0K/kk41x7aFFeHv37u1iF5E/IdAdeqySwqFnSNdp0cAKbsKoYxaita6JIL5vS/DWRRck0wqChWG4mYZbcHkSNhQCgBBw1M/oPnxoJooExufjbKqlOje3jYkF8UkHiWl4CV4zh15KyewgANWguDPI5IQ91XpryTLbQJXN/LLxA94BM3HjjH5PPLFcD7C3DHyOzjJVlqHXEiUsTu5aXyY05fTduKlxYGLB5Um4+uGvNzwsnVoroKy9o1mBkmpWYSL8uQWUXRer3Fj3qUsPMhBZmk0kFBPNjc8t/M54jR9z9xuL9WQLJIopWvjYv+zZansdgmc9WdynnkqaQpnIVWhdkO7jpIHmhdalR3rimkNwufdLRPhHlCy7VtalaUMm1XAW5RNVerPGErXuOjnc3bCZVOOgjF+Ttfdby2TfkdRGVfgGEePC4ko1q3CgMoMlSwaoufylmUSikk9+VtKdd2bL0UdXquZaJIsWNdb6X01VwKxNWLMtSK05Z/YMlbcHDFirAjRP/evrZOedN5RoSZZVWKnB0yajRsXWsXT6dJlesosK6TJTV87CQnZhk1tvlr9MUCvL0Yr1cF6zPfeMaZmzZhXpc5WqgTcyWV3WL+3OdnJm5b3wQgvN6KqeVUgWUy8VUF5ZhVW6+bP0viLbVuo8WitT4D0rVrRQ12KkSoPzvbavO6twxowWsfjF00+vVVdBlsrnSO03N9y//x4Zn4yjHXeMZIfSb8GCQpk7t7n07Rs/D2dWIfM8ctvPJHvoKZK9YJ68feR9suedB5vsMWdWHrFG8Ej2YJFm9RVodfASvReuPFq9xQuuJ59UDbizumTOOUeyv/7a9M3RKzHWqOuL/h9+WKwZdM1M/IW/f9MLCttr5fGsl182aKnYeWfJVhfPGr00le/JvuP9H330nc6xd7V5OfEyZ04zqaxc8f/tXQl0lUWyrtzsCQl7WATCGlQQQUEHHVmU46CIoBx4HmbQpzLIG0fHgRmPOjOOoqOD+kT0iT4YRElkOSguMPB8HhCUB2IiyiISAgRIAgECBLLfbK++vrdu+v757xJDQu7QzeEkubf//qu/ru7qqq6uYr7r6HnOitvq1aWcE65W3QvS6Zf3+Bon0A1zDfi9sjKezZqu8yN/XoXCT/g5dGh9r0iMX16eS/sT771AXpGBvAUxXhkZrRQfSxE64C2Y9cYnNOxpPnhzl2pOM1TLJqhSjl1aWpqozoXhrYf3gB9TEg9Ql1nTKQyR+eGtyIG+Bbd33klkbec830N1eflNmhROzoULKYHHvqDvddRhzXte3pC6VySchKbuZzPhs66zvGrOfhH+6ad0ns+RfXlPgp4+fYp4DBJ4LIqUSbNv3wI+cuhQb37IPBg2zOVBrXsV5ufH8LPVHEHFobyUZd0CHXaxFrGejRrlWiex/rRti7nmP9blhfIqnDVrluIx0N/kIZ8aEqvwvXl/pBfe/jQo54xgQj4BfF8aBHZqcLQRr71A0l52bOIIEIzGhfZhprA6gPnVuEBYrOVCKBpZv15pkWjLqz1stbCrFw3AYmJAvxqicQWzQ7TTuL6Y9z2NnlXntKDwxGm8O4o2aBDvSF8mPF9j4NnZYWuIP9BHTX0Uy50cfKMP+fsK6TF6jXIGjKWSq37mUUBBR2bmCXYsae/SuOzw5svvHm8fJkq0c4x5sJ5XXn3BS8Vm7HNLzE+gIxhLvfDuWDSvn6px4TlgY9W4rZqYaKfinJG3YR/t+fMK+sUS9hywdFyfD8F4tupdUhoXg1r47se0d8RMuuHuzo3yXoSpy9c8lj7aWiugaVmv07gdP2x5EdYdgCkFVgXYB7lgGmL4PMo3zJt69gqAxJmr/bp3ogGYD8Ru536P7qiEj8RsKU4mGNtg55SdxlhPc8IHoB18C09sHxYFz7rymtvqg3UKWmswJqxAC66P75vtHldDBJceLcPfGdeUKQ9SWdkNnB7BlaPlp0TOWL06ind+VWpXf+JErNK6EEYlmhcKnFs4tQNhvCPYW+m4cY5dKG64jxlTRenpLm9FPUSLv8gTytFi0CBycFgZKZXsjPLZYx+r+zb4LwURJTIyqmgUHzrHL1pENRwGyEo36mZlhbMlpJDvtbXm3YqDRtEmisjIoAo269W2bu1pT78tL+F5rPyDz4cMYc3AJmRVYv/+XnSf4YRvDo4rhoL3YnevO9DE8KIRw7vMqqFDqZQTa4J+KXqEALyz+6uP04gdCzzfn2cnG70+ojI4HE4+s6mm2MxMStDSfZfzuV+55huv45/xytc05m/ewqKCz1OKOAeQHjkDWOO/jn8gvtD7YMc/+F4f02p2OmjPKRv0UsZaK8YJBX2EdvTDD3m8pvRU0RIcvPuMWraMKidNoup+/TyPbt4cxmNezmd+CMoart6jDu3dXrVoE7i2b1+kIme4Ilq4CuoP2L2K4lg7lHJq6VKK5PuTQgfqy5jid2j0/iJPCD/h54hDr1J3LX9eCWuvO5JuVW2jfyiNjbYgPLdhQyRbrys881fowFgeWvAFjX7pLk8foXEV8qYlnBPTSpQPGe+sz/No2JSBXmMDDbp4zRr12ZIl0azZOdVzKGPe/zXFQHhpBXVFQ5ePwRc7d7b1iobh9ZD7Dyv/HJ75Og1e+VcqHTSMqlL/QWdbJ/PdVSeNH2+fvRxjirlhjZwh9AruWzdW0e2TXE4bUjA3sa5Yw02p8V/yd+r0Ggtwd8FcLubo7Xpp7Fgi9xwCM6NA+22WyBnBnHGJqfBYbjbNmDiZShKuoRmP3uYzH5c1ViHUVsQqtEuA6GsBhscQ4tlJiB8IjNaaz3ole4JhwMRbTGd4iRUG808kLzZOXpxr3Ekt9QFbtixKCSxhfhGKh/m0VxZ+MAMWMCxCUlAv9qmn1J9YjEAHzAfWcC92DI7PwFAZGRFqIqEI0+L38mfmU+f5z3geLeK8TmgbxUoL+nnt7lSKe/hhJVzKFixQ9NgJXtDW5VwmDf0hym8AABFrSURBVJ57vzKLlXHKbQgAKbrgAvZHnnyXrlvCJ8LuAiEEYWRX8r/Opctvc9EoBYIIAgkF70aBYMTkPHLDDLr6xzqnHGe7TlS2Y7sS0uhTeXk+C9+2SuOy2yjYLTDWsfSFfWM+By0QFuApFGCORV02FyK4JORTJN9lieekpFJK33yTnJzyx1qAfec2ZdRu0h1qw4KCzdCuZ5dTnwGRJH1DPfAqxmfI1KEUccC1WKBg3Iu0S58idEWLg+CCUAStdpsnnaZW3FYEXzaVgn6ufGyT1xxoCI6Ym5hnuvC1Pm9doOV7CP1YNkFhs1qSlkZnegzy2U4Cm4bD3U4NeF7fEMEMDxxlPYniS9O64Mf6ULRrl0/vU3/9tQrR/bPeqzd3Tn2zS82DW26x974V3tEFFzbvskbI+yP4mKGVe4Min4GnwFt2fJXy0DiK+do7buA5VsX0DXFDxtKurjVWIbJPb9++vbHN+n0+4D0u/Yxr8z+XqXtcyME1fcwVPkM+jRv3EMcm/Hd2NKq7mGhHhb+7J3LRtnv3EtbeoqnglTS6nBddr8LmOblYYm1r92zvuxEw5VWNGaPswtC4xEQBdbo4t5B+Pr7ufslBToTZmev7jSLP6nopH0bG8Z0LHBzbmTpcJqxyxiKCz+pci7cceMMTSuQwnsW5Vu3ZGmrd0/uei3IJg3rPRfckgtVixLEVPPm0ZJ3cYOocmDtWMcPfHTAKvo5ZPXMEJ9NUNg+9aE4luhfl3nWH6cpxvbzrsonm4+tf9FzERB/j4px8XspaBUwb+m4XQMCTz23CSE1N9dAPk9e18ZwjbtaTFOcspPRrHqKRb91Tz6vQehFViPF3jqqPmV09q8OAeLXlfZhByZ3YZGwxKwqGC/nsJClpBk2cy/yvp3dAP90x3TZsqFZnori7Bx488PwKGrPYO/Hq1keW084rJvA88jZN4z39J15BYZl1ZrEazv/lYE0WReiWn2EV5ZR8eV0b50ZPpC//YzmNn8wurBpPwnKMcb31vjYUd/5c3Xgys37/1jav+3IX4u4P5oKE/hL8dVM4fodZVBwqcJaakBDJfB3uuRuqW71eeDSfHj/+COV9m0lR46dSl/kuMyGKOIhI8ABgH858VrX4fSqOaEMdFrFWYmNnlvOzekcAlgXNi39s5o5z+3e0NjeF+do+m7Xc/UxKKuWz1Q9ZM5vmWVP0u51f/m853firXhR+yn0JjOnImL2cBj5/j2I1uTMG8jAnwubOYY1LO2PHwrNtmxf1F2IspcEs3jjAOe+iB9n9Kc4ZQ9gjZjAfOFzPHjKB8nEhVNC999rfX5ozx0FPP12jkqtF8G4rzG3WEpCqWLV3cBZm3N1IS4vgzJtVbHII5+jEtXTnQ90o8nTd4MJntpK1Fz2PzUcf1fLiEUb9v3iLwjlciV6O846sAwcGRns7dtRwGBeH34RtaBft3XVXWL16y5fXcmDiMHVvA/VefbVGaROIjg5t9Jtv3Inn2HGi9vLBFFOo0c2ztoJnN+qdOFHB63s0u1BXKGF+ctx9lLJ1qfcUYlPKCDbzpDFenXiXKnmHJE8QQsF06VI/D1Z2djTf/ar7fMn1S2jmzjqNDIcwFTy7pD29vsrHxXc55DyiNOVqivvsY9rv7Kq07LS0KiW8IbhwGXvBjB00dc0vqU2+a+HNeuB56rf4T57+PfXU7SzX3vaiH+89d461br4AbBdyZv16Fy6dOvlPuHgh8jDpIb309nbtctKgQVFs/utPn3ySSb2m/oyiv6vbeSrXfFx21hKI4nmE8Mp+cTWNfNtbcJUuXkpxD0xT9dE/4Iw8T3Cj77YFGoOrvrN3f4p68zWqGD3aMz7gE+CN0GNn30pjp4Vp3nzCG7NdXW9W9ArdQteT7EH3ovt2bGUfdrud9xK9f3q8z/xpgfJ8efjb0m/9OfAn+iUJGAVX9Buu69u2RStBj89x8dnXOJ7gOTRu3Bsc5PVlr3qYL+DD3/42wgt/abcxfPP5564QSzKv/m/aArox7WEP3rXJyepKhhVnvf+4b4e7fAgLNWXK47z5WMGOJDXs4ONgYe2dQPfkl3up5NG/UBs6S2fvvI8v2E9jM7yDnX1q2BGnbp3Ky6tmngmn5OUvkoPNg+A/NmNRNQc2b4p8XsjHBZPhp+y4spfvRzZlaZDGFSwhAwb8GwPYgz1+rlSCy1eRXcrKlWHqTHTCBJcd/8iRMLULxe4B8dOw+H3OpuqRz4ym1j+6FoLaCRPYdpxK4ew9BcFlzYBcndTDWwCw4CrbuFHt1HFmlpMTzhEJqtTAnnj2bRqysI7R0L4ILn8DrGcERXtnzrgYTU+8tnhxtdqYw7MnMrJamQgjIqqUF6NMQDB0z57lLKCjKe+ReXRlqst9vpYXwDDWTCr40Fliq4mHJibckMxUaj3z3roJwoy59o3D9PIbt9YTXHYTXc/IahVcqF/wh79R5MbPKKF7W3JwZIkKXtCwAHz1lWuiiqDDgorJe43jB2pVVUI7Y6+ly/ok8Plhpeon7m/V1CB6SLF6DiW6rIz2rcighH7dqMPPe6n+od2bbuIzFj7/EsGLBRiJ+fA5vKqeeCKanXZ4t2zJgGxHv56Z1q7/+kbAzit11apKmjy5zttUMvAeOlSjeBLjhwUPgufMmSiPYIbgmjs3ky9Cr6WbVv/R45dcNXs2RUyfrhZOeKrBmxIXxfF8YX4Ndb93FLXNdPH3iSFjyblyJR09Gc5nva4M2rq3KrxX407upyhOwePk2IAfZHRTnnKoB7oh4DAmoH/3n96nq17wPpvb9vR6yh14i/r+lVeqeJ5FKAGB57t1m065W/5MGR8coJQ7B1J0clslOLp2dW08QEcwGZyDwR+CCQlFpW8iqKQf4B9EGMH472OHnlYclg4bQLvxxDz68MMSNgm+Q4sWzVYbGamHxKU33+ziQ4wb1ha8E96SdgJTnkMd3CMF3hBMmKPW2KR2/Tz463nU9+B6vojdjufOXIpijThQBuRTpyo5VNJpHo8/0OuvL2Ueq1EbZ6xTuMeKdQUmxezsWl5bnerv9PR49gSuZouNgw0ztdxnxDt1CbqSkmqmvZz5K45506HO9O3WM9CPdTFQZvhgMiB/yxE/WrzgEtOhNezT8OHDOVX1dHpQOzz2Jbz8eclBvXc7BSlBhk1gyrFN1K4rSzlLjByrieHWY+8Srx4Ud5R39TABwPvGEvNI4q51jSuksNtvo44HWdfmsp4FwAA+L0BOoobcabLzkNTvGMFSBHXeFVbHO0SUWCng6QhN5J5R3FnLxRadFpgWYC6cEfUuxa16zyXl4UXFDcnCb82pJGZKvNvqdRnsnQ+rZ5s+rnqcQ/QTmxG0i/8wQ4nJQy5JSkw3tCkhmfDZsmUuwdWcOaFAuzVunS+eBY0YC5iw0EfwJf5L/0Rwoc8HtuTTln/so7tn9aTEQQy8TUH/0R7KwIJNqq1uvxrl5Z0K3kL7aFPMovKMhHXSx1Tnlcyd7AQyc7THbFk+diLFfLSc9h12mQolDqOY3UB/ptvsKOQG483qCy89zJuvOnZed+gD/oNf8dOfw6e0+8UXx9l1fA599x17e2oFNGCMrfExbT2BfRApsSWtodOsJmXBCu9D3YY48eF8dPz4/6T5vFEUb0TrXK0LLeYdV9Q6hyUGqnihBnNP1Nf4BPt5eno6W9DuZcsQm/6bsIQFCvnkz1ToKydX7973s4TP4knNBmouUGN79+5drxuimRw/fjXbstvwjmYne9Yl892DI+reFkp8fI56/vDhUbwTzOBdREdVp1evzbzzGOn52aPHRq8QR/juuqR1VHWgL2su2fTd8V8wI2zieGIj+Gxpnzrniokp5Gegnndk5uIcRIcc5HRE0Loz5WrRlESS+M6uCP34Dm2gTWvdnJxrVb9KS5Po9Ol+vIsqVe9FvaNHb1D0799/O5sJ1ij6QXdi4jFFl7XAFIDngEdhYU8VVeTkySs9GAAfYFNQ8AFrNv34+/oeTKARz+E9wOzo0Zu9sLS+8+DBm/gu027PuKB96SfolKJjgc9QB7QlJOSpXW5ZWWu+D7VfvRv0o+B7jHVBQV/PmAOfQ4e2+qQ/L28Y05OuzMfAQ8Jy+ZojVrqs9YADxiMx8ZBqS/gPP0E33qX3EbRjLPEMxqB9+yyFJeiWurv4kL99+wfV3+Brqau/u7i4A/PFdvVO1MF4Yx4Atz59PvfwttPpUDtvvAsF4y/1c3OHqrHDd+in09lO4Qg+w7vRHngPfNajx1a+nJ1PVWyi/qryFtYg9qr+oaAeaMRnKKB/EHvO6kXGCuOHcqHwP38ekeSPKfpxdwt/A1MUmd94N2hDHeCPzBO+Snb29So3VHJyJ4UB2sC8AFZoIz7+lHoUvINy/nxvxZPyubVdlzWnu8IKtAFHfd2Rdci6/oBP0Q+Mq2AWiBfx7iNHhvD4fcv091djnZ8/WNEtbcg6A35FkbmE361jhM/AP3l5Nyk6QLtdaexY5uTkeM7fgSu8V3EXsylLGLwKLyspotJdZ6lVn55e7woUHd6X4ALjH+HLmlKggkpSyabszIVqu4zNWLHWu1oXqvFmaMfQ3wwg+3mFwd/g3xgEQo1/kHFaMiCj3/DIhn9DUxYVq7C4uIxyH+CI46v4gK9jDpXtjaV4zrsSSHD5SybZlESbtg0CBgGDgEHg0kWgURrXpQub6blBwCBgEDAIXCwEGqVxXSyizXsNAgYBg4BB4NJFwGhcl+7Ym54bBAwCBoGQRCCofFzBRof35R7fkpGp4KgCC597nu6Y+RtOYhlchueW1B8JfNy160i+gnAVzZnzXwGDILdE+nGlYsqIjjT7qZdDin7wfB5dxv/ygsoO3pKw18+o70iJDDn6Zb0JVd7X18tQ5X1EUroYc/eCCi5fXoYtabJaaSk4dYIy93AWXM7wfCwr05PV2V8Q4ZbWHwjfdavXU2zbWBrF0RP2ceqHUKIfC+i3R8u8smqHAv2I3bk5/Xvq2bkX1ZSfDTne0UO4TRzcI6ToB8+n/vd8+njpKrril49QqNEva8jXG/+HOqUMCsm1RzY+f311YbPP3bBsXMP2UXAPCDeqg9W4QlFwoeuHs35sUIbnliS4dI0xVAXvbg76W11c7CVsW7rgKio6R7PvnEibOXIFdvx60OmWTruVf7F4bt6TS797aFrIbHqU4HptIU3+zf2UzfnXdMxDBX/0YevWbzkc3I0UbOaNlrT2+KK5OfD3K7gAUjt3srRgAAtV93gRXM6zuZ7Awf6CCAeDRXPV0U2Fzz13N0cr+V3AIMjNRVsw79FzvOlZtUMFfwiwPXuyqV0rZ8jyDkw9oYi9bmoLRfqFd4YPH0z62hkqvH8x8fdrKgxm4TF1DAIGAYOAQcAg0JwIGMHVnGibdxkEDAIGAYNAoxEwgqvREJoGDAIGAYOAQaA5ETCCqznRNu8yCBgEDAIGgUYjYARXoyE0DRgEDAIGAYNAcyJgBFdzom3eFZIILHmplgaOy6ZhA+qn5gnUocMHi+n7rGOUWJpMCf3zPG1sXF3h9Xegdsz3BgGDQB0CRnAZbjAIBEBAF1wicPb8sxflts2lH165jDpMPk21Z4uod1Ivyq4sUL/Pm9dNZUle9nop3Ti5mA5ua00vbcmhW6q70JQnSqi2NI5SP82lv/yek5yaYhAwCDQIASO4GgSXqXwpImAnuLI2dKYBY8/R5nci6a7fh9OKF6Loy0OxtHatg5OonqO9ByoouUuSl+CCxlWUeZnStDrGJBnBdSkyk+nzBUHACK4LAqNp5F8ZgWAE10fzqqlVSjxfAI+l4ZP30aa03krj2rKuiLoPKVMal1VwwYQ4cWzKvzJ0pm8GgSZBwAiuJoHVNGoQcCEgZ1xWASUCDVqZKQYBg0DDEDCCq2F4mdoGAYOAQcAgcJERMILrIg+Aeb1BwCBgEDAINAwBI7gahpepbRAwCBgEDAIXGYH/B5OMmysNqBOrAAAAAElFTkSuQmCC) 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Figure 5. Data in December for "Seockhang 1" (Up)
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Conclusions
In the present study, temperatures inside 10 tunnels in South Korea were monitoring during a whole winter by using iButton sensors. The temporal temperatures obtained from the measurements were analyzed. Incorporated with meteorological and transportation data, the following conclusions can be drawn:
• For the short and medium tunnels: the highest temperature gradient occurred between the tunnel entrance and 30 m from the tunnel entrance, and between the tunnel exit and approximately 30 m from the tunnel exit.
• For the long tunnels, the highest gradient is between the entrance and 100 m from the entrance, and between the exit and approximately 100 m from the tunnel exit
• The form of the temporal temperature along the length of the tunnel corresponds to that of the vehicular traffic volume in the tunnel, showing that both the temperature gradient and distribution are affected by vehicular traffic volume
• The fluctuation of the temporal temperature distribution inside the tunnel may be modified or eliminated by wind velocity, wind direction, and the presence of rainfall.
Finally, the wind induced by vehicle traffic, the wind velocity and direction, and the presence of rainfall are the main factors which influence the temperatures inside the tunnels.
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Acknowledgement
The authors would like to acknowledge The Ministry of Education of South Korea for the financial support through the Basic Science Research Program with the National Research Foundation of Korea (2021R1A6A1A03044326).
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References
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